SlideShare a Scribd company logo
www.sti-innsbruck.at© Copyright 2008 STI INNSBRUCK www.sti-innsbruck.at
Engagement
Anna Fensel, Dieter Fensel, Andreea-Elena Gagiu, Birgit Leiter and Ioannis
Stavrakantonakis
www.sti-innsbruck.at
Engagement
Engagement is the infinite loop between the listening and
responding steps, interweaving publishing and listening.
Why is it important?
 Because customers are important for any enterprise and the
engagement concept creates strong relationships between the
customers and the enterprise.
2
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
3
www.sti-innsbruck.at
Multi-Channel
Publishing
Communication Infrastructure
Social
Media
Monitoring
Communication
- Active and reactive
- Trace
- Multi-channel switch
- Multi-agent switch
4
www.sti-innsbruck.at
Communication Infrastructure
 Communication (from the Latin commūnicātiōn- = “share”) refers to the
process of imparting or interchange of thoughts, opinions, or information by
speech, writing, or signs.*
 Communication is a social interaction where at least two interacting
agents share a common set of signs and a common set of semiotic
rules.
 Types of communication:
• Spoken or Verbal communication: face-to-face, telephone, radio or television.
• Non-verbal communication: body language, gestures, voice tone.
• Written communication: letters, e-mails, books, magazines, information written over
the Internet.
• Visualization communication: such as graphs, charts, maps, or logos.
* http://dictionary.reference.com/
5
www.sti-innsbruck.at
Communication Infrastructure
Models of communication:
 Conceptual models used to explain the human communication process
 The first major model for communication was created by Shannon and
Weaver (1949) to represent the functioning of radio and telephone
technologies.
 Initial model was composed of three primary parts:
• Sender - the part of the telephone a person spoke into;
• Channel – the telephone itself;
• Receiver – part of the phone where one could hear the other person.
6
www.sti-innsbruck.at
Communication Infrastructure
 Communication is bidirectional
 Agents interact and communicate in parallel, permanently alternating
their role in these acts of communication.
 Destinations provide feedback in the form of a message or a set of
messages.
 The source of feedback is an information source.
 The consumer of feedback is a destination.
7
www.sti-innsbruck.at
Communication Infrastructure
• On multiple channels
Disseminate
• For a response on the channels selected
Listen
• The impact of the dissemination (and the customer
response)
Monitor and measure
• Respond to customers
React
8
www.sti-innsbruck.at
Communication Infrastructure
Active communication
If an agent starts a communication – the agent takes the role of the
message sender – we talk about active communication.
Example of Active
Communication
performed by a
hotelier on
Facebook
9
www.sti-innsbruck.at
Communication Infrastructure
Classification of channels by the type of service they provide:
1. Static Broadcasting
2. Dynamic Broadcasting
3. Sharing
4. Collaboration
5. Group Communication
6. Semantic-based Communication
Image taken from: http://www.softicons.com/free-icons/application-icons/or-applications-icons-by-iconleak/file-cabinet-icon
10
www.sti-innsbruck.at
1. Static Broadcasting
• Prehistoric methods of dissemination: cave drawings, stories of triumphs on
columns and arches, history on pyramids, stones with messages
• More modern means: printed press, newspapers, journals
• Online static dissemination: websites and homepages….
11
www.sti-innsbruck.at
2. Dynamic Communication
Small piece of content that is dependent
on constraints such as time, location.
Examples of tools (organized considering first
the length of message and second – the level of
interactivity)
• News Feeds
• Newsletters
• Email / Email lists
• Microblogs
• Blogs
• Social networks
• Chat and instant messaging applications
12
www.sti-innsbruck.at
3. Dissemination through Sharing
• Can use specialized applications (see below) of features of other platforms
and services (e.g. share photos through Facebook)
• Examples:
– Flickr – as a means of exchanging photos, visible to all users (no account
necessary), allows users to post comments;
– Slideshare – channel for storing and exchanging presentations;
– YouTube and VideoLectures – sharing videos, all users can see the posted
videos and leave comments on the websites
13
www.sti-innsbruck.at
4. Dissemination through Collaboration
Collaboration websites (Wikis):
• Websites where members can add, modify, or delete its content via a web
browser using a simplified markup language or a rich-text editor.
• Are created collaboratively by multiple users
• Primarily a means for project internal collaboration, but can transform into a
dissemination channel if users outside the project have read access;
• Write access cannot be provided due to spamming and lack of peer review
⟹ readers cannot reply to the articles posted.
14
www.sti-innsbruck.at
5. Group Communication Dissemination
• Many-to-many
• Threaded conversations
• Usually created on a particular topic
• Have different access levels
• Better for disseminating within a group that shares common interests as the purpose
of the services is to enable collaboration, knowledge and information sharing and
open discussions
• Exampled: Google Groups, Facebook Groups, Yahoo! Groups, LinkedIn Groups,
Xing Groups.
• Similar in many ways to Discussion boards and Internet Forums
15
www.sti-innsbruck.at
6. Semantic Based Dissemination
16
• Scope: Add machine-processable semantics to the information
-> Search and aggregation engines can provide much better
service in finding and retrieving information
• Applications:
– Enrich websites by adding machine readable semantics to HTML/XML files:
• RDFa
• Microformats
• Microdata
– Inclusion of semantic annotation in XHTML docs
– Enrich content of on-line presentations by adding links and tags to the presented
information
– Reuse of predefines LOD vocabularies to describe our data to enable semantic
based retrieval of information
www.sti-innsbruck.at
Communication Infrastructure
Re-active communication
Re-active communication describes communication situations initiated by
an external agent – the agent takes the role of the receiver and will re-act
on the received message.
Transmitter: guest at hotel
External ⟹ Re-active
communication
Reactor: hotelier
Source: http://www.tripadvisor.com/ShowUserReviews-g53449-d96753-r130438938-Hampton_Inn_Pittsburgh_Greentree-Pittsburgh_Pennsylvania.html
17
www.sti-innsbruck.at
Channels to analyze
The
Conversation
SOCIAL NETWORKS
WIKIS
PHOTO SHARING
BLOGS MAINSTREAM MEDIA
MICROBLOGS
FORUMS/NEWSGROUPS
VIDEO SHARING
SOCIAL MEDIA NEWS
AGGREGATORS
18
www.sti-innsbruck.at
Channels to analyze
1. Social networks, e.g.:
• Facebook (Q1 2012):
– 526 million daily active users
– 3.2 billion Likes and Comments per day
– 500K comments per minute
– 700K status updates per minute
– 80K wall posts per minute
19
www.sti-innsbruck.at
Channels to analyze
1. Social networks, e.g.:
• Twitter:
– 200 million Tweets per day (2011)
– 200K Tweets per minute
• LinkedIn: 147 million users
• Google+: 170 million users
20
www.sti-innsbruck.at
Channels to analyze
2. Sharing networks, e.g.:
• YouTube:
– 4 billion videos are viewed a day
– 100 million people take a social action on YouTube every week (likes, shares,
comments, etc)
• Flickr: >6.500 new photos per minute
• Pinterest:
– 13 million users
– American users spend an average of 97.8 minutes
21
www.sti-innsbruck.at
Channels to analyze
3. Email lists
• 2172 million Email users
• 3375 million Active email accounts
• 2.8 million emails per second
• 90 trillion emails per year
22
www.sti-innsbruck.at
Channels to analyze
4. Group Communication and Message Boards (e.g. Google Groups,
Yahoo! Groups, Facebook Groups, etc.)
• Forums: 2K posts per minute
• Yahoo! Groups:
– 9 million groups
– 113 million users
– 933 thousand unique visitors daily
23
www.sti-innsbruck.at
Channels to analyze
5. News feeds
• Total Feeds*: 694,311
• Atom Feeds*: 86,496
• RSS feeds*: 438,102 (63% of the total)
*source: http://www.syndic8.com
24
www.sti-innsbruck.at
Channels to analyze
6. Blogs:
• >95 million blogs available online
• 22K posts per minute
• Tumblr (Q2 2012):
– 55.9 Million blogs
– 23.3 Billion posts
– 20K posts per minute
• WordPress (Q2 2012)
– 73.724.911 WordPress sites
25
www.sti-innsbruck.at
Channels to analyze
7. Traditional mediums:
• TV:
– 365 TV channels licensed in Germany
• Radio:
– 822 Radio stations in Germany
• Print mediums (newspapers, magazines)
– 382 Daily newspapers in Germany
– 4180 Weekly magazines in Germany
26
www.sti-innsbruck.at
Channels to analyze
8. Online News:
• News websites: >25.000
• Online radio stations: >2700 Online radio stations in Germany
27
www.sti-innsbruck.at
Communication Infrastructure
Trace
Tracing a conversation through all channels involved is crucial for making
communication effective and efficient, and is therefore required for
 accurately measuring the impact of information items, and
 for a fast re-action time to feedback.
 Tracing customer conversation can be done using social media
monitoring tools.
 Communication has a history
 The communication history IS the trace
28
www.sti-innsbruck.at
Communication Infrastructure
Multi-channel switch
(Online) Communication is scattered over multiple, often very different
channels.
• Agents are challenged to disseminate information over all appropriate
channels.
• Activities of all channels the agent is active in must be monitored.
• Impact, Feedback and Responses need to be collected from all
channels.
• Transmitting a message over a
channel does not guarantee that
the reply will be received on the
same channel.
• Transmitters must be able to switch
cannels properly and identify the
channel where the response will appear.
29
www.sti-innsbruck.at
Communication Infrastructure
Multi-agent switch
 Communication requires at least 2 agents: a speaker and a listener
 However, communication does not occur in a void – thus the initial
model may never occur in real life as there may always be more
than one listener or more than one agent.
 More agents may be required when the communication receives
responses from multiple listeners.
 Moreover, due to the lack of time constraints on online
conversations (they may begin at any time, and be picked up again
at irregular intervals), it may be impossible for a single agent to be
on call for every response.
 Thus, a client may begin a conversation with one agent, and receive
a response for a different one.
 The trace plays an important role of preparing agents and ensuring
that the proper response is given.
30
www.sti-innsbruck.at
Communication Infrastructure
Multi-Channel Publishing
Source: http://www.briansolis.com/2008/08/introducing-conversation-prism/
31
www.sti-innsbruck.at
Communication Infrastructure
Social Media Monitoring
Social Media Monitoring is the continuous systematic observation
and analysis of social media networks and social communities. It
supports a quick overview or insight into topics and opinions in the
social web. *
*http://de.wikipedia.org/wiki/Social_Media#Monitoring
image: http://www.cosida.com/media/images/2011/4/SMM_tools.jpg
32
www.sti-innsbruck.at
Engagement
Multi-Channel
Publishing
Engagement
Social
Media
Monitoring
Communication
- Active and reactive
- Trace
- Multi-channel switch
- Multi-agent switch
Workflow management
Crowdsourcing
Value-chain generation
Communication Patterns
33
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
34
www.sti-innsbruck.at
Workflow management
What is Workflow management?
• A workflow consists of a sequence of concatenated (connected) steps*.
• Workflow management refers to the process of assigning, tracking and
responding to social media streams, usually in a team environment in
order to prevent double responses and missed opportunities. It is crucial
for an enterprise tool to promote team productivity through collaboration.
*http://en.wikipedia.org/wiki/Workflow
35
www.sti-innsbruck.at
Workflow management
Why do we need Workflow management?
• Distribute customer feedback internally based on the content of the
incoming/monitored discussions.
• Increase the quality of the services and products by communicating
the feedback to the responsible employees of the enterprise (i.e.
Quality management).
• Coordinate and track who at the enterprise is assigned an issue,
who said what to whom, who manages what
relationships, etc.
• Effectively escalate very important issues to a higher
support level.
36
www.sti-innsbruck.at
Workflow management
Why do we need Workflow management? (cnt’d)
• Consider how to get the right information to the right team on an
ongoing basis – as volume increases ad hoc methods won’t scale.
• Classify and tag posts, adjust sentiment, and route them for follow up
and engagement.
• Ensure all users have reviewed/closed all posts they are assigned.
• Measure which issues closed faster and
more efficiently in order to reuse the
used strategies in the future.
37
www.sti-innsbruck.at
Workflow management
Why do we need Workflow management? (cnt’d)
• Exploit the monitoring phase of an enterprise’s strategy in the most
efficient way by assigning the appropriate people to take care of the
various issues that are coming through the social media monitoring
diode.
• Establish a collaborative environment around the reputation
management of a brand and leverage the effort of each employee to a
step towards the enterprise’s public visibility and
awareness.
38
www.sti-innsbruck.at
Workflow management
Why do we need Workflow management? (cnt’d)
• Quality management
The workflow management process supports the quality management
activities as:
– it is used to circulate to the appropriate persons of the enterprise the
different issues that the customers realize and modify whatever is
needed to improve the quality of the delivered products and services,
– it provides insights about what the customer decides that quality is, and
– it facilitates the overall administration of the delivered quality.
39
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
40
www.sti-innsbruck.at
Crowdsourcing
What is Crowdsourcing?
• Crowdsourcing represents the act of a company or institution taking a
function once performed by employees and outsourcing it to an
undefined (and generally large) network of people in the form of an open
call. This can take the form of peer-production (when the job is performed
collaboratively), but is also often undertaken by sole individuals. The
crucial prerequisite is the use of the open call format and the wide
network of potential laborers. (Howe, 2006)
41
www.sti-innsbruck.at
Crowdsourcing
What is Crowdsourcing?
• Crowdsourcing is the act of taking a job traditionally performed by a
designated agent (usually an employee) and outsourcing it to an
undefined, generally large group of people in the form of an open call.
• The application of Open Source principles to fields outside of software.
Howe (2008, 2009)
42
www.sti-innsbruck.at
Crowdsourcing
Advantages of Crowdsourcing
• Get the work done in a cheap way: Similar to outsourcing,
crowdsourcing is used to cut costs. Provides a better value for money.
• Scalability: Crowdsourcing is able to scale tasks and distribute workload
in a human based way and hopefully without any cost (e.g. reCaptcha)
• Numerous ideas from numerous people: A large pool of participants
leads to more ideas, which increases the possibility to come along an
especially smart one.
• Fast: It will take less time to find the right person to do the job. In fact it
could be almost immediately.
• Awareness: Connects businesses to their audiences and consumers.
43
www.sti-innsbruck.at
Crowdsourcing
Disadvantages of Crowdsourcing
•Quality assurance: There is little guarantee that the delivered product will
be of sufficient quality and efficacy.
•Misuse may introduce more problems that it tries to solve: An enterprise
should be sure that crowdsources tasks without and confidentiality issues.
The fact that you post your task on the web for everybody to see is
enough to blow any confidentiality away (e.g. R&D).
•Business model integration: Getting a few jobs done via Crowdsourcing
seems to be beneficial. However, trying to integrate Crowdsourcing in the
existing Business model of a company looks quite tough.
44
www.sti-innsbruck.at
Crowdsourcing
Examples of Crowdsourcing
Application Objective Founder Reward ↑
OpenStreetMap Geographic content
University College
London, 2004
None
ReCaptcha Digitize archives
Carnegie Mellon
University, 2008
None
Mechanical Turk
(MTurk)
Content analysis and
artificial intelligence
Amazon, 2005 Micro-payments (< 1$)
clickworker Data analysis
Humangrid GmbH,
2005
approx. €10/H
InnoCentive
Problem solving and
innovation projects
Eli Lilly, 2001 $1000 – $1000000
http://en.wikipedia.org/wiki/List_of_crowdsourcing_projects
45
www.sti-innsbruck.at
Crowdsourcing
OpenStreetMap
• OpenStreetMap (OSM) is an initiative to create and provide free geographic
data, such as street maps, to anyone
• OpenStreetMap collects and pool geographic data in order to establish a
world map under the Creative Commons license. Contributions are voluntary,
with no financial reward.
• There are no restrictions on who can use the data. Individuals, clubs,
societies, charities, academe, government, commercial companies.
46
www.sti-innsbruck.at
Crowdsourcing
ReCaptcha
• ReCAPTCHA improves the process of digitizing books by sending words that
cannot be read by computers to the Web in the form of CAPTCHAs* for
humans to decipher. More specifically, each word that cannot be read
correctly by Optical Character Recognition (OCR) is placed on an image and
used as a CAPTCHA.
• Each new word that cannot be read correctly by OCR is given to a user in
conjunction with another word for which the answer is already known. The
user is then asked to read both words. If they solve the one for which the
answer is known, the system assumes their answer is correct for the new
one. The system then gives the new image
to a number of other people to determine,
with higher confidence, whether the
original answer was correct.
* A CAPTCHA is a type of challenge-response test
used in computing as an attempt to ensure that the
response is generated by a person
47
www.sti-innsbruck.at
Crowdsourcing
Amazon Mechanical Turk
• Amazon’s Mechanical Turk is a market in which anyone can post tasks to be
completed and specify prices paid for completing them.
• The inspiration of the system was to have users complete simple tasks that
would otherwise be extremely difficult (if not impossible) for computers to
perform.
• A number of businesses use Mechanical Turk to source thousands of micro-
tasks that require human intelligence, for example to identify objects in
images, find relevant information, or to do natural language processing.
• Mechanical Turk has more than 500,000 people in its workforce. Their
median wage is about $1.40 an hour.*
*http://www.economist.com/node/21555876
48
www.sti-innsbruck.at
Crowdsourcing
The Turk, also known as the
Mechanical Turk or Automaton
Chess Player*
*http://en.wikipedia.org/wiki/The_Turk
Jeff Bezos, the chief
executive of Amazon.com,
has created Amazon
Mechanical Turk, an online
service involving human
workers
Amazon Mechanical Turk (cnt’d)
49
www.sti-innsbruck.at
Crowdsourcing
50
www.sti-innsbruck.at
Crowdsourcing
Clickworker
• Clickworker uses a standard web browser to complete tasks on a piece rate
basis. Most of these tasks are part of a larger, more complex, project. Task
coordination and oversight is conducted utilizing the technology of
clickworker.com, which provides the Internet-based workflow system.
• Project examples include the processing of unstructured data, such as text,
photographs, and videos.
• Clickworker can create, categorize, append, capture, and translate.
• The platform has more than 210K clickworkers, which are the independent
contractors on the platform.
• Using special quality assurance procedures such as statistical process
testing, audits and peer review and constantly evaluating all output, they
ensure top level results.
51
www.sti-innsbruck.at
Crowdsourcing
52
www.sti-innsbruck.at
Crowdsourcing
InnoCentive
• Leading commercial, government, and nonprofit organizations such as Eli
Lilly, Life Technologies, NASA, nature.com, Popular Science, Procter &
Gamble, Roche, Rockefeller Foundation, and The Economist partner with
InnoCentive to solve problems and innovate faster and more cost effectively
than ever before.
• Total Registered Solvers: More than 250,000 from nearly 200 countries
• Total Solver Reach: 12+ million through our strategic partners
• Total Solution Submissions: 27,000+
• Total Awards Given: 1,000+
• Total Award Dollars Posted: $34+ million
• Range of awards: $5,000 to $1 million based on the complexity of the
problem
Statistics: http://www.crowdsourcing.org/site/innocentive/wwwinnocentivecom/14
53
www.sti-innsbruck.at
Crowdsourcing
• InnoCentive does not address potential users but experts
• It aims to solve complex tasks and problems that need expertise and
innovative approaches.
• The InnoCentive platform connects individual innovators (solvers) with
applicants (seekers) that are generally companies.
54
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
55
www.sti-innsbruck.at
Communication patterns
In software engineering, a design pattern is a general reusable solution to a
commonly occurring problem within a given context in software design. A
design pattern is not a finished design that can be transformed directly into
code. It is a description or template for how to solve a problem that can be used
in many different situations. So patterns are formalized best practices that you
must implement yourself in your application.
Based on this definition of Software design patterns we introduce at this point
the idea of the communication patterns.
Software
Design Patterns
Communication
Patterns
56
www.sti-innsbruck.at
Communication patterns
• The communication patterns could be a way to facilitate the response phase
of an enterprise.
• A rich set of communication paradigms that address different types of
issues by describing workflows of interaction with customers or potential
customers.
• It should be a dynamic set of patterns in the sense that it is being extended
and altered continuously according to the needs of the customers and the
nature of the issues that are arising.
57
www.sti-innsbruck.at
Communication patterns
• There should be an hierarchy among the patterns in order to use the most
appropriate one and a mechanism to escalate an issue.
• The enterprise should be able to realize the effectiveness of each pattern
towards specific types of issues and respectively drop the pattern or give it
a better position in the hierarchy.
• The communication patterns could be analyzed on a 5-dimensional system
as the one that is presented in the following slide.
58
www.sti-innsbruck.at
Communication patterns
59
www.sti-innsbruck.at
Communication patterns
The Who dimension
•For any feedback item that is available,
someone in the enterprise should be
responsible to interact with the customer or the
user that gave that feedback or disseminated something related to the
brand, products and services of the enterprise.
•It is crucial for the enterprise to respond via the appropriate employee
to the user. To achieve this the enterprise should have a decent
mechanism that could figure out in a semi-automatic way they needs of
the user by relying on the content of user’s feedback.
60
www.sti-innsbruck.at
Communication patterns
The What dimension
• The What dimension mostly refers to the process of content
adaptation. Content adaptation is the action of transforming content to
adapt to the needs of the user. Thus, the responsible person (who is
specified from the Who dimension) should be able to adapt the
existing content, which is available and related to the user’s issue.
• Furthermore, there are cases that the response should be different
than a reply to the user. Various actions should be taken in order to
support and help the user.
61
www.sti-innsbruck.at
Communication patterns
The What dimension – Example scenario “Hotel”
• A customer faces a problem with the hygiene
of his room and tweets about that.
• The listening procedures of the hotel capture
that tweet and the administrator assigns the
issue to the responsible person, who is
dealing with the customer services.
• The responsible employee contacts the
customer at his room and asks him if is
everything as it should be and in case there is any problem, they could fix it
immediately. An alternative could be to contact the customer and propose him
an inspection and a second cleaning session within the next minutes/hours to fix
the issue that was publicly disseminated.
62
www.sti-innsbruck.at
Communication patterns
The Where dimension
• The response of the enterprise to the content of the user, which was
spread in the web sphere should be done not only via the appropriate
person that could adapt the content in the right way, but it should be
realized through the correct medium.
• That could be the medium that was used by the user or any other
way, which is considered to be more appropriate.
• Moreover, there is the possibility to switch between the available
mediums (social networks, phone, email, etc.)
63
www.sti-innsbruck.at
Communication patterns
The When dimension
• This parameter reflects the appropriate response time of the
enterprise in the bi-directional communication with the user.
• The enterprise should be ready enough in order to respond and support
the users within the most efficient time span, which depends on the type
of the input.
• An hierarchy model is needed in order to sort the
open issues according to the importance of the
discussion for the enterprise. This depends on:
– Popularity of the user in the action field of the enterprise
– The importance of the issue
– Existing data regarding the issue and the user
64
www.sti-innsbruck.at
Communication patterns
The Why dimension
• The enterprise should have a set of criteria that could help them
decide if a post in the web sphere should be taken in consideration
and should be replied or not.
• There are some types of posts that the enterprise does not gain any
added value by responding. Some of the criteria could be:
– Is that person an influencer and active in the area of the enterprise?
– Does the post need a reply? (e.g. if it is an online discussion between
2 people, it would be annoying to pop-up in the discussion with the
official account of the enterprise.)
– Is there any decent answer to the problem or by jumping into
the discussion it would be uncomfortable for the enterprise?
65
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
66
www.sti-innsbruck.at
Value-Chain generation
“A value chain is a chain of activities for a firm operating in a specific industry.
The business unit is the appropriate level for construction of a value chain, not
the divisional level or corporate level. Products pass through all activities of
the chain in order, and at each activity the product gains some value. The
chain of activities gives the products more added value than the sum of the
independent activities' values.”
Wikipedia
67
www.sti-innsbruck.at
Value-Chain generation
• The value chain generation lays on top of the other layers (i.e. workflow
management, crowdsourcing and communication patterns) and reflects the
aim of the enterprise to monetize their activities through these layers.
• The ultimate target for keeping the customers happy and engaged to the
brand is to increase the revenue. Thus, it is important to have a layer on top
of the communication that transforms long-term relationships into economic
transactions and new opportunities for the enterprise.
• For example, for a hotelier this layer could be the book-ability of his
services.
68
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
69
www.sti-innsbruck.at
Engagement
Engagement
Multi-Channel
Publishing
Social
Media
Monitoring
Communication
- Active and reactive
- Trace
- Multi-channel switch
- Multi-agent switch
Workflow management
Crowdsourcing
Value-chain generation
Communication Patterns
70
www.sti-innsbruck.at
Engagement
• Though the previous sections (1,2,3), it has been extensively discussed the
way the online communication has changed and how do people create and
disseminate content.
• Web 2.0 has radically changed our communication possibilities.
• Discussion forums or blogs are spaces where people can communicate and
socialize in ways that cannot be replicated by any other offline interactive
medium.
• The rise of user generated content can take advocacy to another level.
• Considerable bargaining power has been shifted from the supplier to the
consumer.
• Fragmentation and specialization of media and audiences, and the
proliferation of community – and user generated content, business are
increasingly losing the power to dictate the communications agenda.
71
www.sti-innsbruck.at
Engagement
• Engagement is very much a personal thing, and that means personal to the
enterprise, too.
• Making sense of online engagement needs to include discussions around
employee engagement policies and guidelines, the establishing of process
around engagement that make it scalable throughout the enterprise, and,
most importantly, and the framing up of what engagement actually means in
the context of the enterprise’s business.
• The enterprise should treat each single customer in the appropriate way,
which is specified implicitly by the customer.
72
www.sti-innsbruck.at
Engagement
Engagement process =
Infinite loop between the listening and responding steps,
interweaving publishing and listening
Listen  Analyze  Understand  Respond
73
www.sti-innsbruck.at
Engagement
• The Listen and Analyze steps are covered by the tools that was presented
thoroughly in the 2nd section, “Social Media Monitoring”.
• The rest of the steps are addressed by the layers: “Workflow management”,
“Crowdsourcing”, “Communication patterns” and “Value-chain generation”.
– Workflow management: Gives the ability to the enterprise to trace and
distribute the feedback internally to the responsible persons.
– Crowdsourcing: Enables the enterprise to complete tasks that need the human
intelligence and do not scale easily.
– Communication patterns: Provides a reusable set of communication templates
that can be used during the response phase.
– Value-chain generation: Reflects the aim of the engagement, which is the
increase of the economic transactions (e.g. in the tourism sector, the bookings)
74
www.sti-innsbruck.at
Engagement
A possible stack of Engagement stages* could be the following
Stage Description
New Content Not reviewed Default when an on topic post is found
Reviewed, Determining Best Response Qualified post, assigned to appropriate
employee for possible response
Recommend Follow up To be managed by assignee
Commented, Awaiting Reply To be managed by assignee
Commented Closed To be managed by assignee
Referred To be managed by assignee
Resolved, no further action required To be managed by assignee
Reviewed, Closed, no response needed To be managed by assignee
*Radian6 – Engagement playbook
75
www.sti-innsbruck.at
Engagement
Benefits of Engagement
•Lower switching costs, the geographical widening of the market and
the vast choice of content, services and products online have
weakened customer loyalty. Engagement addresses this problem.
•Customer satisfaction: Satisfaction is simply the foundation, and the
minimum requirement, for a continuing relationship with customers.
•Word of mouth advertising / advocacy
•Awareness - effectiveness of communication
•Filtering: Consumer rates and categorize the market
•Marketing intelligence: Highly engaged customers can give valuable
recommendations for improving the quality of the products offered
76
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
77
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
78
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
79
www.sti-innsbruck.at
Definition
• Advertising is a form of communication used to encourage or
persuade an audience to continue or take some new action.
• Most commonly, the desired result is to drive consumer behavior with
respect to a commercial offering, although political and ideological
advertising is also common.
– http://en.wikipedia.org/wiki/Advertising
Advertisement
80
www.sti-innsbruck.at
Example
• Conventional advertising media include wall paintings, billboards, street
furniture components, printed flyers and rack cards, radio, cinema and
television adverts, etc.
• New and additional advertisement channels are used, e.g. on the Web,
social media, mobile
advertisement
– Sharma, C., Herzog, J.,
Melfi, V. “Mobile
Advertising:
Supercharge Your Brand in the
Exploding Wireless Market”, Wiley,
2008.
Advertisement
81
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
82
www.sti-innsbruck.at
Definition
CRM is a widely implemented model for managing a company’s interactions
with customers, clients, and sales prospects. It involves using technology to
organize, automate, and synchronize business processes — principally
sales activities, but also
those for marketing,
customer service, and
technical support.
– Shaw, Robert, Computer
Aided Marketing & Selling
(1991) Butterworth Heinemann
ISBN 978-0-7506-1707-9
Customer
Relationship
management
by ERP Softwares
83
www.sti-innsbruck.at
• Overall, technically, includes channel management, such as managing
phone, SMS, sending customers birthday cards, etc.
• Social CRM: The era of the "social customer“ refers to the use of social
media (Twitter, Facebook, LinkedIn, Yelp, customer reviews in Amazon,
etc.) by customers in ways that allow other potential customers to glimpse
real world experience of current customers with the seller's products and
services, thus make purchase decisions informed by other parties
sometimes outside of the control of the seller or seller's network.
– Greenberg, Paul (2009). CRM at the Speed of Light (4th ed.). McGraw Hill. p. 7.
Customer
Relationship
management
Example
84
www.sti-innsbruck.at
• Many CRM vendors offer Web-based tools (cloud computing) and
software as a service (SaaS), which are accessed via a secure Internet
connection and displayed in a Web browser.
– These applications are sold as subscriptions (customers do not need to invest in
purchasing and maintaining IT hardware).
• Setting up a right strategy: timely and direct interaction with customers
via the proper way and extent (channel, timing, content) is needed
• Holistic customer relationship strategy that is highly customized, up to
the level of individual customers is needed
• Choosing the right software: currently the landscape is littered with
instances of low adoption rates
– In 2003, a Gartner report estimated that more than $1 billion had been spent on CRM
software that was not being used
Customer
Relationship
management
Use of Engagement Tools
85
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
86
www.sti-innsbruck.at
Definition
• Yield or revenue management “is an economic discipline appropriate to
many service industries in which market segment pricing is combined
with statistical analysis to expand the market for the service and
increase the revenue per unit of available capacity”
– http://en.wikipedia.org/wiki/Yield_management, and Revenue_management
• The goal of yield management is a short-term increase of income
– a valid target for a business entity
Yield
management
87
www.sti-innsbruck.at
Example
• Hotels are confronted with a multitude of online booking channels.
• Hotels should provide their available rooms and their rates to most if not
all of them to prevent not meeting their potential customers.
• In many channels, visibility is achieved through low prices.
– However, often channels also require constraints on the price offers in other channels.
• Some channels generate costs
without guarantying actual
income.
Yield
management
88
www.sti-innsbruck.at
Use of Engagement 3.0 Tools
• Many solutions to yield management are based on complex statistical
methods and complex domain assumptions on how variation of the
price can influence the amount of bookings of a service
• However, a multi-directional multi-channel approach also must rely on
Swarm intelligence. Observing in real time the reaction of customers
and competitors will be the key to achieving on-line marketing. Adopting
your offer and your price dynamically in response to the behavior of
your (on-line visible) environment will become a key for economic
success http://en.wikipedia.org/wiki/Swarm_intelligence
• Yield management could be realized utilizing reputation and usage
values collected from different channels
Yield
management
89
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
90
www.sti-innsbruck.at
Definition
• Brand – “a name, term, design, symbol, or any other feature that
identifies one seller’s good or service as distinct from those of other
sellers”
– American Marketing Association, http://en.wikipedia.org/wiki/Brand
• Brand management –“the art of creating and maintaining a brand”
Brand
management
91
www.sti-innsbruck.at
Example
• Brand “Tirol”: “Wer Tirol hört, denkt an Berge.
Berge, in denen man im Sommer wandern
und im Winter Ski fahren kann. Und das wird
auch in Zukunft so bleiben. Aber Tirol bietet
mehr als nur Berge. ...” - www.tirolwerbung.at
• Brand “Red Bull”: most expensive Austrian brand,
valued at 9,984 billion dollars and world-wide
ranked as no. 80 (2012, BrandZ agency
study)
Brand
management
92
www.sti-innsbruck.at
Use of Engagement 3.0 Tools
• Modeling communication, communication channels and target groups
bears inherently the advantage of uniformly accessing the provided
data and thereby allowing beyond state of the art processing of the data
• Human computation could increase the process where automated
algorithms lack of efficiency, for example the translation of
communicated content to other languages
• Potential of crowd sourcing, word-of-mouth
Brand
management
93
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
94
www.sti-innsbruck.at
Definition
• Reputation – “the beliefs or opinions that are generally held about
someone or something”
• Reputation management – monitoring and pro-actively influencing and
thereby shape an entities reputation
• Online reputation management (or monitoring) is the practice of
monitoring the Internet reputation of a person, brand or business, with
the goal of suppressing negative mentions entirely, or pushing them
lower on search engine results pages to decrease their visibility. – New
York Times
Reputation
management
95
www.sti-innsbruck.at
Example
• Reputation of a company can be
viewed as one of its most
important assets such as its
capital
– this dimension interferes with
revenue management
• Maintenance and increase the
appreciation an organization or a
topic or a certain approach gains
in the public on long-term are
needed
EU parlament
Reputation
management
96
www.sti-innsbruck.at
Use of Engagement 3.0 Tools
• Introducing a domain specific, channel independent model that explicitly
separates content from channel, then intelligently interweave the content
with the channels again & use that for campaigning.
• Estimating the reputation and impact on all of the channels (e.g. by
statistical analysis of online content)
– For example, more than 90% of all Internet users are already reading product reviews and
more than 50% indicate that they base their purchasing decisions mostly upon them.
• The abstraction layer allows multi channel communication in a holistic
approach.
• Providing means to increase the effectiveness and efficiency of public
campaigns is needed.
Reputation
management
97
www.sti-innsbruck.at
Conclusions
• There exist many application fields for engagement:
– Advertising
– Yield management
– Customer Relationship management
– Brand management
– Reputation management
• There are numerous challenges in new technology (e.g.
transition to many new numerous channels) and part of them
are technical, while part is managerial and creative =>
cooperation across interdisciplinary activity fields is required
• There are much more management types that were not mentioned in
this piece of work (e.g. Quality management) but are still important.
Reputation
management
98
www.sti-innsbruck.at
Application Types
Yield
management
Customer
Relationship
management
Brand
management
Advertisement Reputation
management
Engagement
Quality
management
99
www.sti-innsbruck.at
Definition
• An organization or product should have four main
components: quality planning, quality control, quality
assurance and quality improvement.
• Since the organizations depend on their customers, they should
understand current and future customer needs, should meet
customer requirements and try to exceed the expectations of
customers.
• One of the permanent quality objectives of an organization should
be the continual improvement of its overall performance.
Quality
management
100
www.sti-innsbruck.at
Example
• Quality control is very important
for hotels and one of the ways to
realize it is through the customers.
• Engaging with customers is not only
about keeping them happy but also
using their information to control the
quality of the offered services and
improve them.
Quality
management Picture taken from http://www.sonofthesouth.net/uncle-sam/clean-your-room.htm
101
www.sti-innsbruck.at
Engagement
Overview
1. Communication infrastructure
2. Workflow management
3. Crowdsourcing
4. Communication patterns
5. Value-chain generation
6. Engagement
7. Application types
8. Summary
102
www.sti-innsbruck.at
Summary
In the new era of Engagement between enterprises and customers:
• The enterprise should incorporate social channels into the customer
communications.
• The strategies to be considered should be multichannel (combining social
and traditional) and appropriate to the channels that the customers want to
communicate in.
• It is clear that the CRM and the Social CRM solutions should
be integrated with the communication (i.e. listening and
response) platform of the enterprise in order to put the
customer at the focal point.
103
www.sti-innsbruck.at
Summary
In the new era of Engagement between enterprises and customers (cnt’d):
• The effective communication with the customers establishes long-term
relationships with them and turns customers into advocates.
• The power of the “word-of-mouth” has become important
as much as it used to be in the small town ecosystems
of the past.
• Enterprises invest their resources in the communication
with the customers in order to make them feel important
and engage them to the products and services they offer.
104

More Related Content

Similar to Engagement 0

Oc medium
Oc mediumOc medium
Oc medium
STIinnsbruck
 
Oc medium handouts
Oc medium handoutsOc medium handouts
Oc medium handouts
STIinnsbruck
 
Oc long
Oc longOc long
Oc long
STIinnsbruck
 
World Wide Web 2015 and Journalism
World Wide Web 2015 and JournalismWorld Wide Web 2015 and Journalism
World Wide Web 2015 and Journalism
Akash Kumar Dey
 
Oc short handouts
Oc short handoutsOc short handouts
Oc short handouts
STIinnsbruck
 
Oc long handouts
Oc long handoutsOc long handouts
Oc long handouts
STIinnsbruck
 
How to-domesticate-the-multichannel-monster 27.11.2012
How to-domesticate-the-multichannel-monster 27.11.2012How to-domesticate-the-multichannel-monster 27.11.2012
How to-domesticate-the-multichannel-monster 27.11.2012
STIinnsbruck
 
Social media for premium brands linked in vers 2
Social media for premium brands linked in vers 2Social media for premium brands linked in vers 2
Social media for premium brands linked in vers 2
Polestar Communications
 
Social Media For Premium Brands
Social Media For Premium BrandsSocial Media For Premium Brands
Social Media For Premium Brands
Polestar Communications
 
Malaysia2012 handouts
Malaysia2012 handoutsMalaysia2012 handouts
Malaysia2012 handouts
STIinnsbruck
 
Oc short
Oc shortOc short
Oc short
STIinnsbruck
 
Reveal - Social Media Verification - poster
Reveal - Social Media Verification - posterReveal - Social Media Verification - poster
Reveal - Social Media Verification - poster
REVEAL - Social Media Verification
 
Smm
SmmSmm
SUSL - Imc print ppt
SUSL - Imc print pptSUSL - Imc print ppt
SUSL - Imc print ppt
Undergraduate
 
Online presence of tourismusverband innsbruck
Online presence of tourismusverband innsbruckOnline presence of tourismusverband innsbruck
Online presence of tourismusverband innsbruck
STIinnsbruck
 
VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...
VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...
VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...Digibiz'09 Conference
 
Eswc14demo
Eswc14demoEswc14demo
Eswc14demo
STIinnsbruck
 
Introduction to Social Media and Social Networks.pdf
Introduction to Social Media and Social Networks.pdfIntroduction to Social Media and Social Networks.pdf
Introduction to Social Media and Social Networks.pdf
Kongu Engineering College, Perundurai, Erode
 
RCs Social Media Presentation
RCs  Social  Media PresentationRCs  Social  Media Presentation
RCs Social Media Presentation
Lasa UK
 
Vpk Digital Marketing042009
Vpk Digital Marketing042009Vpk Digital Marketing042009
Vpk Digital Marketing042009Antti Leino
 

Similar to Engagement 0 (20)

Oc medium
Oc mediumOc medium
Oc medium
 
Oc medium handouts
Oc medium handoutsOc medium handouts
Oc medium handouts
 
Oc long
Oc longOc long
Oc long
 
World Wide Web 2015 and Journalism
World Wide Web 2015 and JournalismWorld Wide Web 2015 and Journalism
World Wide Web 2015 and Journalism
 
Oc short handouts
Oc short handoutsOc short handouts
Oc short handouts
 
Oc long handouts
Oc long handoutsOc long handouts
Oc long handouts
 
How to-domesticate-the-multichannel-monster 27.11.2012
How to-domesticate-the-multichannel-monster 27.11.2012How to-domesticate-the-multichannel-monster 27.11.2012
How to-domesticate-the-multichannel-monster 27.11.2012
 
Social media for premium brands linked in vers 2
Social media for premium brands linked in vers 2Social media for premium brands linked in vers 2
Social media for premium brands linked in vers 2
 
Social Media For Premium Brands
Social Media For Premium BrandsSocial Media For Premium Brands
Social Media For Premium Brands
 
Malaysia2012 handouts
Malaysia2012 handoutsMalaysia2012 handouts
Malaysia2012 handouts
 
Oc short
Oc shortOc short
Oc short
 
Reveal - Social Media Verification - poster
Reveal - Social Media Verification - posterReveal - Social Media Verification - poster
Reveal - Social Media Verification - poster
 
Smm
SmmSmm
Smm
 
SUSL - Imc print ppt
SUSL - Imc print pptSUSL - Imc print ppt
SUSL - Imc print ppt
 
Online presence of tourismusverband innsbruck
Online presence of tourismusverband innsbruckOnline presence of tourismusverband innsbruck
Online presence of tourismusverband innsbruck
 
VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...
VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...
VERTIGO: Find, Enjoy and Share Media Trails across Physical and Social Contex...
 
Eswc14demo
Eswc14demoEswc14demo
Eswc14demo
 
Introduction to Social Media and Social Networks.pdf
Introduction to Social Media and Social Networks.pdfIntroduction to Social Media and Social Networks.pdf
Introduction to Social Media and Social Networks.pdf
 
RCs Social Media Presentation
RCs  Social  Media PresentationRCs  Social  Media Presentation
RCs Social Media Presentation
 
Vpk Digital Marketing042009
Vpk Digital Marketing042009Vpk Digital Marketing042009
Vpk Digital Marketing042009
 

More from STIinnsbruck

Unister
UnisterUnister
Unister
STIinnsbruck
 
Twoo
TwooTwoo
Twibes
TwibesTwibes
Twibes
STIinnsbruck
 
Tweet deck 2012-01-02
Tweet deck 2012-01-02Tweet deck 2012-01-02
Tweet deck 2012-01-02
STIinnsbruck
 
Tv handbook revised_100120141
Tv handbook revised_100120141Tv handbook revised_100120141
Tv handbook revised_100120141
STIinnsbruck
 
Tv feratel 13032014
Tv feratel 13032014Tv feratel 13032014
Tv feratel 13032014
STIinnsbruck
 
Tv evaluation 12032014
Tv evaluation 12032014Tv evaluation 12032014
Tv evaluation 12032014
STIinnsbruck
 
T vb publication_rules_11032014
T vb publication_rules_11032014T vb publication_rules_11032014
T vb publication_rules_11032014
STIinnsbruck
 
T vb mapping_implementation_25032014
T vb mapping_implementation_25032014T vb mapping_implementation_25032014
T vb mapping_implementation_25032014
STIinnsbruck
 
T vb alignment_022814_0
T vb alignment_022814_0T vb alignment_022814_0
T vb alignment_022814_0
STIinnsbruck
 
Ttr 20130701
Ttr 20130701Ttr 20130701
Ttr 20130701
STIinnsbruck
 
Ttg mapping to_schema.org_
Ttg mapping to_schema.org_Ttg mapping to_schema.org_
Ttg mapping to_schema.org_
STIinnsbruck
 
Ttb 08042014
Ttb 08042014Ttb 08042014
Ttb 08042014
STIinnsbruck
 
Trust you
Trust youTrust you
Trust you
STIinnsbruck
 
Tripwolf
TripwolfTripwolf
Tripwolf
STIinnsbruck
 
Tripbirds
TripbirdsTripbirds
Tripbirds
STIinnsbruck
 
Traveltainment
TraveltainmentTraveltainment
Traveltainment
STIinnsbruck
 
Travelaudience
TravelaudienceTravelaudience
Travelaudience
STIinnsbruck
 
Tourismuszukunft
TourismuszukunftTourismuszukunft
Tourismuszukunft
STIinnsbruck
 
Tourismusverband innsbruck 24.09.2013
Tourismusverband innsbruck 24.09.2013Tourismusverband innsbruck 24.09.2013
Tourismusverband innsbruck 24.09.2013
STIinnsbruck
 

More from STIinnsbruck (20)

Unister
UnisterUnister
Unister
 
Twoo
TwooTwoo
Twoo
 
Twibes
TwibesTwibes
Twibes
 
Tweet deck 2012-01-02
Tweet deck 2012-01-02Tweet deck 2012-01-02
Tweet deck 2012-01-02
 
Tv handbook revised_100120141
Tv handbook revised_100120141Tv handbook revised_100120141
Tv handbook revised_100120141
 
Tv feratel 13032014
Tv feratel 13032014Tv feratel 13032014
Tv feratel 13032014
 
Tv evaluation 12032014
Tv evaluation 12032014Tv evaluation 12032014
Tv evaluation 12032014
 
T vb publication_rules_11032014
T vb publication_rules_11032014T vb publication_rules_11032014
T vb publication_rules_11032014
 
T vb mapping_implementation_25032014
T vb mapping_implementation_25032014T vb mapping_implementation_25032014
T vb mapping_implementation_25032014
 
T vb alignment_022814_0
T vb alignment_022814_0T vb alignment_022814_0
T vb alignment_022814_0
 
Ttr 20130701
Ttr 20130701Ttr 20130701
Ttr 20130701
 
Ttg mapping to_schema.org_
Ttg mapping to_schema.org_Ttg mapping to_schema.org_
Ttg mapping to_schema.org_
 
Ttb 08042014
Ttb 08042014Ttb 08042014
Ttb 08042014
 
Trust you
Trust youTrust you
Trust you
 
Tripwolf
TripwolfTripwolf
Tripwolf
 
Tripbirds
TripbirdsTripbirds
Tripbirds
 
Traveltainment
TraveltainmentTraveltainment
Traveltainment
 
Travelaudience
TravelaudienceTravelaudience
Travelaudience
 
Tourismuszukunft
TourismuszukunftTourismuszukunft
Tourismuszukunft
 
Tourismusverband innsbruck 24.09.2013
Tourismusverband innsbruck 24.09.2013Tourismusverband innsbruck 24.09.2013
Tourismusverband innsbruck 24.09.2013
 

Recently uploaded

Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
OECD Directorate for Financial and Enterprise Affairs
 
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptxsomanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
Howard Spence
 
International Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software TestingInternational Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software Testing
Sebastiano Panichella
 
Acorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutesAcorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutes
IP ServerOne
 
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
0x01 - Newton's Third Law:  Static vs. Dynamic Abusers0x01 - Newton's Third Law:  Static vs. Dynamic Abusers
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
OWASP Beja
 
Eureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 PresentationEureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 Presentation
Access Innovations, Inc.
 
Obesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditionsObesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditions
Faculty of Medicine And Health Sciences
 
Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...
Sebastiano Panichella
 
Bitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXOBitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXO
Matjaž Lipuš
 
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Orkestra
 
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdfBonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
khadija278284
 
Getting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control TowerGetting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control Tower
Vladimir Samoylov
 
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Sebastiano Panichella
 

Recently uploaded (13)

Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
 
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptxsomanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
 
International Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software TestingInternational Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software Testing
 
Acorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutesAcorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutes
 
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
0x01 - Newton's Third Law:  Static vs. Dynamic Abusers0x01 - Newton's Third Law:  Static vs. Dynamic Abusers
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
 
Eureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 PresentationEureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 Presentation
 
Obesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditionsObesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditions
 
Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...
 
Bitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXOBitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXO
 
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
 
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdfBonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
 
Getting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control TowerGetting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control Tower
 
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
 

Engagement 0

  • 1. www.sti-innsbruck.at© Copyright 2008 STI INNSBRUCK www.sti-innsbruck.at Engagement Anna Fensel, Dieter Fensel, Andreea-Elena Gagiu, Birgit Leiter and Ioannis Stavrakantonakis
  • 2. www.sti-innsbruck.at Engagement Engagement is the infinite loop between the listening and responding steps, interweaving publishing and listening. Why is it important?  Because customers are important for any enterprise and the engagement concept creates strong relationships between the customers and the enterprise. 2
  • 3. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 3
  • 5. www.sti-innsbruck.at Communication Infrastructure  Communication (from the Latin commūnicātiōn- = “share”) refers to the process of imparting or interchange of thoughts, opinions, or information by speech, writing, or signs.*  Communication is a social interaction where at least two interacting agents share a common set of signs and a common set of semiotic rules.  Types of communication: • Spoken or Verbal communication: face-to-face, telephone, radio or television. • Non-verbal communication: body language, gestures, voice tone. • Written communication: letters, e-mails, books, magazines, information written over the Internet. • Visualization communication: such as graphs, charts, maps, or logos. * http://dictionary.reference.com/ 5
  • 6. www.sti-innsbruck.at Communication Infrastructure Models of communication:  Conceptual models used to explain the human communication process  The first major model for communication was created by Shannon and Weaver (1949) to represent the functioning of radio and telephone technologies.  Initial model was composed of three primary parts: • Sender - the part of the telephone a person spoke into; • Channel – the telephone itself; • Receiver – part of the phone where one could hear the other person. 6
  • 7. www.sti-innsbruck.at Communication Infrastructure  Communication is bidirectional  Agents interact and communicate in parallel, permanently alternating their role in these acts of communication.  Destinations provide feedback in the form of a message or a set of messages.  The source of feedback is an information source.  The consumer of feedback is a destination. 7
  • 8. www.sti-innsbruck.at Communication Infrastructure • On multiple channels Disseminate • For a response on the channels selected Listen • The impact of the dissemination (and the customer response) Monitor and measure • Respond to customers React 8
  • 9. www.sti-innsbruck.at Communication Infrastructure Active communication If an agent starts a communication – the agent takes the role of the message sender – we talk about active communication. Example of Active Communication performed by a hotelier on Facebook 9
  • 10. www.sti-innsbruck.at Communication Infrastructure Classification of channels by the type of service they provide: 1. Static Broadcasting 2. Dynamic Broadcasting 3. Sharing 4. Collaboration 5. Group Communication 6. Semantic-based Communication Image taken from: http://www.softicons.com/free-icons/application-icons/or-applications-icons-by-iconleak/file-cabinet-icon 10
  • 11. www.sti-innsbruck.at 1. Static Broadcasting • Prehistoric methods of dissemination: cave drawings, stories of triumphs on columns and arches, history on pyramids, stones with messages • More modern means: printed press, newspapers, journals • Online static dissemination: websites and homepages…. 11
  • 12. www.sti-innsbruck.at 2. Dynamic Communication Small piece of content that is dependent on constraints such as time, location. Examples of tools (organized considering first the length of message and second – the level of interactivity) • News Feeds • Newsletters • Email / Email lists • Microblogs • Blogs • Social networks • Chat and instant messaging applications 12
  • 13. www.sti-innsbruck.at 3. Dissemination through Sharing • Can use specialized applications (see below) of features of other platforms and services (e.g. share photos through Facebook) • Examples: – Flickr – as a means of exchanging photos, visible to all users (no account necessary), allows users to post comments; – Slideshare – channel for storing and exchanging presentations; – YouTube and VideoLectures – sharing videos, all users can see the posted videos and leave comments on the websites 13
  • 14. www.sti-innsbruck.at 4. Dissemination through Collaboration Collaboration websites (Wikis): • Websites where members can add, modify, or delete its content via a web browser using a simplified markup language or a rich-text editor. • Are created collaboratively by multiple users • Primarily a means for project internal collaboration, but can transform into a dissemination channel if users outside the project have read access; • Write access cannot be provided due to spamming and lack of peer review ⟹ readers cannot reply to the articles posted. 14
  • 15. www.sti-innsbruck.at 5. Group Communication Dissemination • Many-to-many • Threaded conversations • Usually created on a particular topic • Have different access levels • Better for disseminating within a group that shares common interests as the purpose of the services is to enable collaboration, knowledge and information sharing and open discussions • Exampled: Google Groups, Facebook Groups, Yahoo! Groups, LinkedIn Groups, Xing Groups. • Similar in many ways to Discussion boards and Internet Forums 15
  • 16. www.sti-innsbruck.at 6. Semantic Based Dissemination 16 • Scope: Add machine-processable semantics to the information -> Search and aggregation engines can provide much better service in finding and retrieving information • Applications: – Enrich websites by adding machine readable semantics to HTML/XML files: • RDFa • Microformats • Microdata – Inclusion of semantic annotation in XHTML docs – Enrich content of on-line presentations by adding links and tags to the presented information – Reuse of predefines LOD vocabularies to describe our data to enable semantic based retrieval of information
  • 17. www.sti-innsbruck.at Communication Infrastructure Re-active communication Re-active communication describes communication situations initiated by an external agent – the agent takes the role of the receiver and will re-act on the received message. Transmitter: guest at hotel External ⟹ Re-active communication Reactor: hotelier Source: http://www.tripadvisor.com/ShowUserReviews-g53449-d96753-r130438938-Hampton_Inn_Pittsburgh_Greentree-Pittsburgh_Pennsylvania.html 17
  • 18. www.sti-innsbruck.at Channels to analyze The Conversation SOCIAL NETWORKS WIKIS PHOTO SHARING BLOGS MAINSTREAM MEDIA MICROBLOGS FORUMS/NEWSGROUPS VIDEO SHARING SOCIAL MEDIA NEWS AGGREGATORS 18
  • 19. www.sti-innsbruck.at Channels to analyze 1. Social networks, e.g.: • Facebook (Q1 2012): – 526 million daily active users – 3.2 billion Likes and Comments per day – 500K comments per minute – 700K status updates per minute – 80K wall posts per minute 19
  • 20. www.sti-innsbruck.at Channels to analyze 1. Social networks, e.g.: • Twitter: – 200 million Tweets per day (2011) – 200K Tweets per minute • LinkedIn: 147 million users • Google+: 170 million users 20
  • 21. www.sti-innsbruck.at Channels to analyze 2. Sharing networks, e.g.: • YouTube: – 4 billion videos are viewed a day – 100 million people take a social action on YouTube every week (likes, shares, comments, etc) • Flickr: >6.500 new photos per minute • Pinterest: – 13 million users – American users spend an average of 97.8 minutes 21
  • 22. www.sti-innsbruck.at Channels to analyze 3. Email lists • 2172 million Email users • 3375 million Active email accounts • 2.8 million emails per second • 90 trillion emails per year 22
  • 23. www.sti-innsbruck.at Channels to analyze 4. Group Communication and Message Boards (e.g. Google Groups, Yahoo! Groups, Facebook Groups, etc.) • Forums: 2K posts per minute • Yahoo! Groups: – 9 million groups – 113 million users – 933 thousand unique visitors daily 23
  • 24. www.sti-innsbruck.at Channels to analyze 5. News feeds • Total Feeds*: 694,311 • Atom Feeds*: 86,496 • RSS feeds*: 438,102 (63% of the total) *source: http://www.syndic8.com 24
  • 25. www.sti-innsbruck.at Channels to analyze 6. Blogs: • >95 million blogs available online • 22K posts per minute • Tumblr (Q2 2012): – 55.9 Million blogs – 23.3 Billion posts – 20K posts per minute • WordPress (Q2 2012) – 73.724.911 WordPress sites 25
  • 26. www.sti-innsbruck.at Channels to analyze 7. Traditional mediums: • TV: – 365 TV channels licensed in Germany • Radio: – 822 Radio stations in Germany • Print mediums (newspapers, magazines) – 382 Daily newspapers in Germany – 4180 Weekly magazines in Germany 26
  • 27. www.sti-innsbruck.at Channels to analyze 8. Online News: • News websites: >25.000 • Online radio stations: >2700 Online radio stations in Germany 27
  • 28. www.sti-innsbruck.at Communication Infrastructure Trace Tracing a conversation through all channels involved is crucial for making communication effective and efficient, and is therefore required for  accurately measuring the impact of information items, and  for a fast re-action time to feedback.  Tracing customer conversation can be done using social media monitoring tools.  Communication has a history  The communication history IS the trace 28
  • 29. www.sti-innsbruck.at Communication Infrastructure Multi-channel switch (Online) Communication is scattered over multiple, often very different channels. • Agents are challenged to disseminate information over all appropriate channels. • Activities of all channels the agent is active in must be monitored. • Impact, Feedback and Responses need to be collected from all channels. • Transmitting a message over a channel does not guarantee that the reply will be received on the same channel. • Transmitters must be able to switch cannels properly and identify the channel where the response will appear. 29
  • 30. www.sti-innsbruck.at Communication Infrastructure Multi-agent switch  Communication requires at least 2 agents: a speaker and a listener  However, communication does not occur in a void – thus the initial model may never occur in real life as there may always be more than one listener or more than one agent.  More agents may be required when the communication receives responses from multiple listeners.  Moreover, due to the lack of time constraints on online conversations (they may begin at any time, and be picked up again at irregular intervals), it may be impossible for a single agent to be on call for every response.  Thus, a client may begin a conversation with one agent, and receive a response for a different one.  The trace plays an important role of preparing agents and ensuring that the proper response is given. 30
  • 31. www.sti-innsbruck.at Communication Infrastructure Multi-Channel Publishing Source: http://www.briansolis.com/2008/08/introducing-conversation-prism/ 31
  • 32. www.sti-innsbruck.at Communication Infrastructure Social Media Monitoring Social Media Monitoring is the continuous systematic observation and analysis of social media networks and social communities. It supports a quick overview or insight into topics and opinions in the social web. * *http://de.wikipedia.org/wiki/Social_Media#Monitoring image: http://www.cosida.com/media/images/2011/4/SMM_tools.jpg 32
  • 33. www.sti-innsbruck.at Engagement Multi-Channel Publishing Engagement Social Media Monitoring Communication - Active and reactive - Trace - Multi-channel switch - Multi-agent switch Workflow management Crowdsourcing Value-chain generation Communication Patterns 33
  • 34. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 34
  • 35. www.sti-innsbruck.at Workflow management What is Workflow management? • A workflow consists of a sequence of concatenated (connected) steps*. • Workflow management refers to the process of assigning, tracking and responding to social media streams, usually in a team environment in order to prevent double responses and missed opportunities. It is crucial for an enterprise tool to promote team productivity through collaboration. *http://en.wikipedia.org/wiki/Workflow 35
  • 36. www.sti-innsbruck.at Workflow management Why do we need Workflow management? • Distribute customer feedback internally based on the content of the incoming/monitored discussions. • Increase the quality of the services and products by communicating the feedback to the responsible employees of the enterprise (i.e. Quality management). • Coordinate and track who at the enterprise is assigned an issue, who said what to whom, who manages what relationships, etc. • Effectively escalate very important issues to a higher support level. 36
  • 37. www.sti-innsbruck.at Workflow management Why do we need Workflow management? (cnt’d) • Consider how to get the right information to the right team on an ongoing basis – as volume increases ad hoc methods won’t scale. • Classify and tag posts, adjust sentiment, and route them for follow up and engagement. • Ensure all users have reviewed/closed all posts they are assigned. • Measure which issues closed faster and more efficiently in order to reuse the used strategies in the future. 37
  • 38. www.sti-innsbruck.at Workflow management Why do we need Workflow management? (cnt’d) • Exploit the monitoring phase of an enterprise’s strategy in the most efficient way by assigning the appropriate people to take care of the various issues that are coming through the social media monitoring diode. • Establish a collaborative environment around the reputation management of a brand and leverage the effort of each employee to a step towards the enterprise’s public visibility and awareness. 38
  • 39. www.sti-innsbruck.at Workflow management Why do we need Workflow management? (cnt’d) • Quality management The workflow management process supports the quality management activities as: – it is used to circulate to the appropriate persons of the enterprise the different issues that the customers realize and modify whatever is needed to improve the quality of the delivered products and services, – it provides insights about what the customer decides that quality is, and – it facilitates the overall administration of the delivered quality. 39
  • 40. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 40
  • 41. www.sti-innsbruck.at Crowdsourcing What is Crowdsourcing? • Crowdsourcing represents the act of a company or institution taking a function once performed by employees and outsourcing it to an undefined (and generally large) network of people in the form of an open call. This can take the form of peer-production (when the job is performed collaboratively), but is also often undertaken by sole individuals. The crucial prerequisite is the use of the open call format and the wide network of potential laborers. (Howe, 2006) 41
  • 42. www.sti-innsbruck.at Crowdsourcing What is Crowdsourcing? • Crowdsourcing is the act of taking a job traditionally performed by a designated agent (usually an employee) and outsourcing it to an undefined, generally large group of people in the form of an open call. • The application of Open Source principles to fields outside of software. Howe (2008, 2009) 42
  • 43. www.sti-innsbruck.at Crowdsourcing Advantages of Crowdsourcing • Get the work done in a cheap way: Similar to outsourcing, crowdsourcing is used to cut costs. Provides a better value for money. • Scalability: Crowdsourcing is able to scale tasks and distribute workload in a human based way and hopefully without any cost (e.g. reCaptcha) • Numerous ideas from numerous people: A large pool of participants leads to more ideas, which increases the possibility to come along an especially smart one. • Fast: It will take less time to find the right person to do the job. In fact it could be almost immediately. • Awareness: Connects businesses to their audiences and consumers. 43
  • 44. www.sti-innsbruck.at Crowdsourcing Disadvantages of Crowdsourcing •Quality assurance: There is little guarantee that the delivered product will be of sufficient quality and efficacy. •Misuse may introduce more problems that it tries to solve: An enterprise should be sure that crowdsources tasks without and confidentiality issues. The fact that you post your task on the web for everybody to see is enough to blow any confidentiality away (e.g. R&D). •Business model integration: Getting a few jobs done via Crowdsourcing seems to be beneficial. However, trying to integrate Crowdsourcing in the existing Business model of a company looks quite tough. 44
  • 45. www.sti-innsbruck.at Crowdsourcing Examples of Crowdsourcing Application Objective Founder Reward ↑ OpenStreetMap Geographic content University College London, 2004 None ReCaptcha Digitize archives Carnegie Mellon University, 2008 None Mechanical Turk (MTurk) Content analysis and artificial intelligence Amazon, 2005 Micro-payments (< 1$) clickworker Data analysis Humangrid GmbH, 2005 approx. €10/H InnoCentive Problem solving and innovation projects Eli Lilly, 2001 $1000 – $1000000 http://en.wikipedia.org/wiki/List_of_crowdsourcing_projects 45
  • 46. www.sti-innsbruck.at Crowdsourcing OpenStreetMap • OpenStreetMap (OSM) is an initiative to create and provide free geographic data, such as street maps, to anyone • OpenStreetMap collects and pool geographic data in order to establish a world map under the Creative Commons license. Contributions are voluntary, with no financial reward. • There are no restrictions on who can use the data. Individuals, clubs, societies, charities, academe, government, commercial companies. 46
  • 47. www.sti-innsbruck.at Crowdsourcing ReCaptcha • ReCAPTCHA improves the process of digitizing books by sending words that cannot be read by computers to the Web in the form of CAPTCHAs* for humans to decipher. More specifically, each word that cannot be read correctly by Optical Character Recognition (OCR) is placed on an image and used as a CAPTCHA. • Each new word that cannot be read correctly by OCR is given to a user in conjunction with another word for which the answer is already known. The user is then asked to read both words. If they solve the one for which the answer is known, the system assumes their answer is correct for the new one. The system then gives the new image to a number of other people to determine, with higher confidence, whether the original answer was correct. * A CAPTCHA is a type of challenge-response test used in computing as an attempt to ensure that the response is generated by a person 47
  • 48. www.sti-innsbruck.at Crowdsourcing Amazon Mechanical Turk • Amazon’s Mechanical Turk is a market in which anyone can post tasks to be completed and specify prices paid for completing them. • The inspiration of the system was to have users complete simple tasks that would otherwise be extremely difficult (if not impossible) for computers to perform. • A number of businesses use Mechanical Turk to source thousands of micro- tasks that require human intelligence, for example to identify objects in images, find relevant information, or to do natural language processing. • Mechanical Turk has more than 500,000 people in its workforce. Their median wage is about $1.40 an hour.* *http://www.economist.com/node/21555876 48
  • 49. www.sti-innsbruck.at Crowdsourcing The Turk, also known as the Mechanical Turk or Automaton Chess Player* *http://en.wikipedia.org/wiki/The_Turk Jeff Bezos, the chief executive of Amazon.com, has created Amazon Mechanical Turk, an online service involving human workers Amazon Mechanical Turk (cnt’d) 49
  • 51. www.sti-innsbruck.at Crowdsourcing Clickworker • Clickworker uses a standard web browser to complete tasks on a piece rate basis. Most of these tasks are part of a larger, more complex, project. Task coordination and oversight is conducted utilizing the technology of clickworker.com, which provides the Internet-based workflow system. • Project examples include the processing of unstructured data, such as text, photographs, and videos. • Clickworker can create, categorize, append, capture, and translate. • The platform has more than 210K clickworkers, which are the independent contractors on the platform. • Using special quality assurance procedures such as statistical process testing, audits and peer review and constantly evaluating all output, they ensure top level results. 51
  • 53. www.sti-innsbruck.at Crowdsourcing InnoCentive • Leading commercial, government, and nonprofit organizations such as Eli Lilly, Life Technologies, NASA, nature.com, Popular Science, Procter & Gamble, Roche, Rockefeller Foundation, and The Economist partner with InnoCentive to solve problems and innovate faster and more cost effectively than ever before. • Total Registered Solvers: More than 250,000 from nearly 200 countries • Total Solver Reach: 12+ million through our strategic partners • Total Solution Submissions: 27,000+ • Total Awards Given: 1,000+ • Total Award Dollars Posted: $34+ million • Range of awards: $5,000 to $1 million based on the complexity of the problem Statistics: http://www.crowdsourcing.org/site/innocentive/wwwinnocentivecom/14 53
  • 54. www.sti-innsbruck.at Crowdsourcing • InnoCentive does not address potential users but experts • It aims to solve complex tasks and problems that need expertise and innovative approaches. • The InnoCentive platform connects individual innovators (solvers) with applicants (seekers) that are generally companies. 54
  • 55. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 55
  • 56. www.sti-innsbruck.at Communication patterns In software engineering, a design pattern is a general reusable solution to a commonly occurring problem within a given context in software design. A design pattern is not a finished design that can be transformed directly into code. It is a description or template for how to solve a problem that can be used in many different situations. So patterns are formalized best practices that you must implement yourself in your application. Based on this definition of Software design patterns we introduce at this point the idea of the communication patterns. Software Design Patterns Communication Patterns 56
  • 57. www.sti-innsbruck.at Communication patterns • The communication patterns could be a way to facilitate the response phase of an enterprise. • A rich set of communication paradigms that address different types of issues by describing workflows of interaction with customers or potential customers. • It should be a dynamic set of patterns in the sense that it is being extended and altered continuously according to the needs of the customers and the nature of the issues that are arising. 57
  • 58. www.sti-innsbruck.at Communication patterns • There should be an hierarchy among the patterns in order to use the most appropriate one and a mechanism to escalate an issue. • The enterprise should be able to realize the effectiveness of each pattern towards specific types of issues and respectively drop the pattern or give it a better position in the hierarchy. • The communication patterns could be analyzed on a 5-dimensional system as the one that is presented in the following slide. 58
  • 60. www.sti-innsbruck.at Communication patterns The Who dimension •For any feedback item that is available, someone in the enterprise should be responsible to interact with the customer or the user that gave that feedback or disseminated something related to the brand, products and services of the enterprise. •It is crucial for the enterprise to respond via the appropriate employee to the user. To achieve this the enterprise should have a decent mechanism that could figure out in a semi-automatic way they needs of the user by relying on the content of user’s feedback. 60
  • 61. www.sti-innsbruck.at Communication patterns The What dimension • The What dimension mostly refers to the process of content adaptation. Content adaptation is the action of transforming content to adapt to the needs of the user. Thus, the responsible person (who is specified from the Who dimension) should be able to adapt the existing content, which is available and related to the user’s issue. • Furthermore, there are cases that the response should be different than a reply to the user. Various actions should be taken in order to support and help the user. 61
  • 62. www.sti-innsbruck.at Communication patterns The What dimension – Example scenario “Hotel” • A customer faces a problem with the hygiene of his room and tweets about that. • The listening procedures of the hotel capture that tweet and the administrator assigns the issue to the responsible person, who is dealing with the customer services. • The responsible employee contacts the customer at his room and asks him if is everything as it should be and in case there is any problem, they could fix it immediately. An alternative could be to contact the customer and propose him an inspection and a second cleaning session within the next minutes/hours to fix the issue that was publicly disseminated. 62
  • 63. www.sti-innsbruck.at Communication patterns The Where dimension • The response of the enterprise to the content of the user, which was spread in the web sphere should be done not only via the appropriate person that could adapt the content in the right way, but it should be realized through the correct medium. • That could be the medium that was used by the user or any other way, which is considered to be more appropriate. • Moreover, there is the possibility to switch between the available mediums (social networks, phone, email, etc.) 63
  • 64. www.sti-innsbruck.at Communication patterns The When dimension • This parameter reflects the appropriate response time of the enterprise in the bi-directional communication with the user. • The enterprise should be ready enough in order to respond and support the users within the most efficient time span, which depends on the type of the input. • An hierarchy model is needed in order to sort the open issues according to the importance of the discussion for the enterprise. This depends on: – Popularity of the user in the action field of the enterprise – The importance of the issue – Existing data regarding the issue and the user 64
  • 65. www.sti-innsbruck.at Communication patterns The Why dimension • The enterprise should have a set of criteria that could help them decide if a post in the web sphere should be taken in consideration and should be replied or not. • There are some types of posts that the enterprise does not gain any added value by responding. Some of the criteria could be: – Is that person an influencer and active in the area of the enterprise? – Does the post need a reply? (e.g. if it is an online discussion between 2 people, it would be annoying to pop-up in the discussion with the official account of the enterprise.) – Is there any decent answer to the problem or by jumping into the discussion it would be uncomfortable for the enterprise? 65
  • 66. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 66
  • 67. www.sti-innsbruck.at Value-Chain generation “A value chain is a chain of activities for a firm operating in a specific industry. The business unit is the appropriate level for construction of a value chain, not the divisional level or corporate level. Products pass through all activities of the chain in order, and at each activity the product gains some value. The chain of activities gives the products more added value than the sum of the independent activities' values.” Wikipedia 67
  • 68. www.sti-innsbruck.at Value-Chain generation • The value chain generation lays on top of the other layers (i.e. workflow management, crowdsourcing and communication patterns) and reflects the aim of the enterprise to monetize their activities through these layers. • The ultimate target for keeping the customers happy and engaged to the brand is to increase the revenue. Thus, it is important to have a layer on top of the communication that transforms long-term relationships into economic transactions and new opportunities for the enterprise. • For example, for a hotelier this layer could be the book-ability of his services. 68
  • 69. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 69
  • 70. www.sti-innsbruck.at Engagement Engagement Multi-Channel Publishing Social Media Monitoring Communication - Active and reactive - Trace - Multi-channel switch - Multi-agent switch Workflow management Crowdsourcing Value-chain generation Communication Patterns 70
  • 71. www.sti-innsbruck.at Engagement • Though the previous sections (1,2,3), it has been extensively discussed the way the online communication has changed and how do people create and disseminate content. • Web 2.0 has radically changed our communication possibilities. • Discussion forums or blogs are spaces where people can communicate and socialize in ways that cannot be replicated by any other offline interactive medium. • The rise of user generated content can take advocacy to another level. • Considerable bargaining power has been shifted from the supplier to the consumer. • Fragmentation and specialization of media and audiences, and the proliferation of community – and user generated content, business are increasingly losing the power to dictate the communications agenda. 71
  • 72. www.sti-innsbruck.at Engagement • Engagement is very much a personal thing, and that means personal to the enterprise, too. • Making sense of online engagement needs to include discussions around employee engagement policies and guidelines, the establishing of process around engagement that make it scalable throughout the enterprise, and, most importantly, and the framing up of what engagement actually means in the context of the enterprise’s business. • The enterprise should treat each single customer in the appropriate way, which is specified implicitly by the customer. 72
  • 73. www.sti-innsbruck.at Engagement Engagement process = Infinite loop between the listening and responding steps, interweaving publishing and listening Listen  Analyze  Understand  Respond 73
  • 74. www.sti-innsbruck.at Engagement • The Listen and Analyze steps are covered by the tools that was presented thoroughly in the 2nd section, “Social Media Monitoring”. • The rest of the steps are addressed by the layers: “Workflow management”, “Crowdsourcing”, “Communication patterns” and “Value-chain generation”. – Workflow management: Gives the ability to the enterprise to trace and distribute the feedback internally to the responsible persons. – Crowdsourcing: Enables the enterprise to complete tasks that need the human intelligence and do not scale easily. – Communication patterns: Provides a reusable set of communication templates that can be used during the response phase. – Value-chain generation: Reflects the aim of the engagement, which is the increase of the economic transactions (e.g. in the tourism sector, the bookings) 74
  • 75. www.sti-innsbruck.at Engagement A possible stack of Engagement stages* could be the following Stage Description New Content Not reviewed Default when an on topic post is found Reviewed, Determining Best Response Qualified post, assigned to appropriate employee for possible response Recommend Follow up To be managed by assignee Commented, Awaiting Reply To be managed by assignee Commented Closed To be managed by assignee Referred To be managed by assignee Resolved, no further action required To be managed by assignee Reviewed, Closed, no response needed To be managed by assignee *Radian6 – Engagement playbook 75
  • 76. www.sti-innsbruck.at Engagement Benefits of Engagement •Lower switching costs, the geographical widening of the market and the vast choice of content, services and products online have weakened customer loyalty. Engagement addresses this problem. •Customer satisfaction: Satisfaction is simply the foundation, and the minimum requirement, for a continuing relationship with customers. •Word of mouth advertising / advocacy •Awareness - effectiveness of communication •Filtering: Consumer rates and categorize the market •Marketing intelligence: Highly engaged customers can give valuable recommendations for improving the quality of the products offered 76
  • 77. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 77
  • 80. www.sti-innsbruck.at Definition • Advertising is a form of communication used to encourage or persuade an audience to continue or take some new action. • Most commonly, the desired result is to drive consumer behavior with respect to a commercial offering, although political and ideological advertising is also common. – http://en.wikipedia.org/wiki/Advertising Advertisement 80
  • 81. www.sti-innsbruck.at Example • Conventional advertising media include wall paintings, billboards, street furniture components, printed flyers and rack cards, radio, cinema and television adverts, etc. • New and additional advertisement channels are used, e.g. on the Web, social media, mobile advertisement – Sharma, C., Herzog, J., Melfi, V. “Mobile Advertising: Supercharge Your Brand in the Exploding Wireless Market”, Wiley, 2008. Advertisement 81
  • 83. www.sti-innsbruck.at Definition CRM is a widely implemented model for managing a company’s interactions with customers, clients, and sales prospects. It involves using technology to organize, automate, and synchronize business processes — principally sales activities, but also those for marketing, customer service, and technical support. – Shaw, Robert, Computer Aided Marketing & Selling (1991) Butterworth Heinemann ISBN 978-0-7506-1707-9 Customer Relationship management by ERP Softwares 83
  • 84. www.sti-innsbruck.at • Overall, technically, includes channel management, such as managing phone, SMS, sending customers birthday cards, etc. • Social CRM: The era of the "social customer“ refers to the use of social media (Twitter, Facebook, LinkedIn, Yelp, customer reviews in Amazon, etc.) by customers in ways that allow other potential customers to glimpse real world experience of current customers with the seller's products and services, thus make purchase decisions informed by other parties sometimes outside of the control of the seller or seller's network. – Greenberg, Paul (2009). CRM at the Speed of Light (4th ed.). McGraw Hill. p. 7. Customer Relationship management Example 84
  • 85. www.sti-innsbruck.at • Many CRM vendors offer Web-based tools (cloud computing) and software as a service (SaaS), which are accessed via a secure Internet connection and displayed in a Web browser. – These applications are sold as subscriptions (customers do not need to invest in purchasing and maintaining IT hardware). • Setting up a right strategy: timely and direct interaction with customers via the proper way and extent (channel, timing, content) is needed • Holistic customer relationship strategy that is highly customized, up to the level of individual customers is needed • Choosing the right software: currently the landscape is littered with instances of low adoption rates – In 2003, a Gartner report estimated that more than $1 billion had been spent on CRM software that was not being used Customer Relationship management Use of Engagement Tools 85
  • 87. www.sti-innsbruck.at Definition • Yield or revenue management “is an economic discipline appropriate to many service industries in which market segment pricing is combined with statistical analysis to expand the market for the service and increase the revenue per unit of available capacity” – http://en.wikipedia.org/wiki/Yield_management, and Revenue_management • The goal of yield management is a short-term increase of income – a valid target for a business entity Yield management 87
  • 88. www.sti-innsbruck.at Example • Hotels are confronted with a multitude of online booking channels. • Hotels should provide their available rooms and their rates to most if not all of them to prevent not meeting their potential customers. • In many channels, visibility is achieved through low prices. – However, often channels also require constraints on the price offers in other channels. • Some channels generate costs without guarantying actual income. Yield management 88
  • 89. www.sti-innsbruck.at Use of Engagement 3.0 Tools • Many solutions to yield management are based on complex statistical methods and complex domain assumptions on how variation of the price can influence the amount of bookings of a service • However, a multi-directional multi-channel approach also must rely on Swarm intelligence. Observing in real time the reaction of customers and competitors will be the key to achieving on-line marketing. Adopting your offer and your price dynamically in response to the behavior of your (on-line visible) environment will become a key for economic success http://en.wikipedia.org/wiki/Swarm_intelligence • Yield management could be realized utilizing reputation and usage values collected from different channels Yield management 89
  • 91. www.sti-innsbruck.at Definition • Brand – “a name, term, design, symbol, or any other feature that identifies one seller’s good or service as distinct from those of other sellers” – American Marketing Association, http://en.wikipedia.org/wiki/Brand • Brand management –“the art of creating and maintaining a brand” Brand management 91
  • 92. www.sti-innsbruck.at Example • Brand “Tirol”: “Wer Tirol hört, denkt an Berge. Berge, in denen man im Sommer wandern und im Winter Ski fahren kann. Und das wird auch in Zukunft so bleiben. Aber Tirol bietet mehr als nur Berge. ...” - www.tirolwerbung.at • Brand “Red Bull”: most expensive Austrian brand, valued at 9,984 billion dollars and world-wide ranked as no. 80 (2012, BrandZ agency study) Brand management 92
  • 93. www.sti-innsbruck.at Use of Engagement 3.0 Tools • Modeling communication, communication channels and target groups bears inherently the advantage of uniformly accessing the provided data and thereby allowing beyond state of the art processing of the data • Human computation could increase the process where automated algorithms lack of efficiency, for example the translation of communicated content to other languages • Potential of crowd sourcing, word-of-mouth Brand management 93
  • 95. www.sti-innsbruck.at Definition • Reputation – “the beliefs or opinions that are generally held about someone or something” • Reputation management – monitoring and pro-actively influencing and thereby shape an entities reputation • Online reputation management (or monitoring) is the practice of monitoring the Internet reputation of a person, brand or business, with the goal of suppressing negative mentions entirely, or pushing them lower on search engine results pages to decrease their visibility. – New York Times Reputation management 95
  • 96. www.sti-innsbruck.at Example • Reputation of a company can be viewed as one of its most important assets such as its capital – this dimension interferes with revenue management • Maintenance and increase the appreciation an organization or a topic or a certain approach gains in the public on long-term are needed EU parlament Reputation management 96
  • 97. www.sti-innsbruck.at Use of Engagement 3.0 Tools • Introducing a domain specific, channel independent model that explicitly separates content from channel, then intelligently interweave the content with the channels again & use that for campaigning. • Estimating the reputation and impact on all of the channels (e.g. by statistical analysis of online content) – For example, more than 90% of all Internet users are already reading product reviews and more than 50% indicate that they base their purchasing decisions mostly upon them. • The abstraction layer allows multi channel communication in a holistic approach. • Providing means to increase the effectiveness and efficiency of public campaigns is needed. Reputation management 97
  • 98. www.sti-innsbruck.at Conclusions • There exist many application fields for engagement: – Advertising – Yield management – Customer Relationship management – Brand management – Reputation management • There are numerous challenges in new technology (e.g. transition to many new numerous channels) and part of them are technical, while part is managerial and creative => cooperation across interdisciplinary activity fields is required • There are much more management types that were not mentioned in this piece of work (e.g. Quality management) but are still important. Reputation management 98
  • 100. www.sti-innsbruck.at Definition • An organization or product should have four main components: quality planning, quality control, quality assurance and quality improvement. • Since the organizations depend on their customers, they should understand current and future customer needs, should meet customer requirements and try to exceed the expectations of customers. • One of the permanent quality objectives of an organization should be the continual improvement of its overall performance. Quality management 100
  • 101. www.sti-innsbruck.at Example • Quality control is very important for hotels and one of the ways to realize it is through the customers. • Engaging with customers is not only about keeping them happy but also using their information to control the quality of the offered services and improve them. Quality management Picture taken from http://www.sonofthesouth.net/uncle-sam/clean-your-room.htm 101
  • 102. www.sti-innsbruck.at Engagement Overview 1. Communication infrastructure 2. Workflow management 3. Crowdsourcing 4. Communication patterns 5. Value-chain generation 6. Engagement 7. Application types 8. Summary 102
  • 103. www.sti-innsbruck.at Summary In the new era of Engagement between enterprises and customers: • The enterprise should incorporate social channels into the customer communications. • The strategies to be considered should be multichannel (combining social and traditional) and appropriate to the channels that the customers want to communicate in. • It is clear that the CRM and the Social CRM solutions should be integrated with the communication (i.e. listening and response) platform of the enterprise in order to put the customer at the focal point. 103
  • 104. www.sti-innsbruck.at Summary In the new era of Engagement between enterprises and customers (cnt’d): • The effective communication with the customers establishes long-term relationships with them and turns customers into advocates. • The power of the “word-of-mouth” has become important as much as it used to be in the small town ecosystems of the past. • Enterprises invest their resources in the communication with the customers in order to make them feel important and engage them to the products and services they offer. 104

Editor's Notes

  1. http://newsroom.fb.com/content/default.aspx?NewsAreaId=22 http://blog.twitter.com/2011/06/200-million-tweets-per-day.html http://www.youtube.com/t/press_statistics
  2. http://newsroom.fb.com/content/default.aspx?NewsAreaId=22 http://blog.twitter.com/2011/06/200-million-tweets-per-day.html
  3. http://newsroom.fb.com/content/default.aspx?NewsAreaId=22 http://blog.twitter.com/2011/06/200-million-tweets-per-day.html
  4. http://www.youtube.com/t/press_statistics
  5. http://email.about.com/od/emailtrivia/f/emails_per_day.htm http://www.radicati.com/wp/wp-content/uploads/2010/04/Email-Statistics-Report-2010-2014-Brochure.pdf
  6. http://en.wikipedia.org/wiki/Yahoo!_Groups
  7. http://www.syndic8.com/stats.php?Section=feeds#tabtable
  8. http://www.pressreference.com/Fa-Gu/Germany.html http://en.wikipedia.org/wiki/Television_in_Germany
  9. Media metrics statistics about the news websites http://blogs.rnw.nl/medianetwork/currently-about-2700-online-radio-stations-in-germany
  10. http://www.wirtschaftsblatt.at/home/international/unternehmen/apple-ist-die-teuerste-marke-der-welt-red-bull-auf-rang-80-519184/index.do