I absolutely agree with you that listening forms the foundation for allowing companies to engage with their customers. However, our social media analytics tool is quite sophisticated in that it relies upon semantic and natural language modeling to surface customer sentiment, intent and preferences. So, not only are we able to define who and where but also the why's behind customer conversations. Additionally, our tool can organize and filter unstructured data, which can be integrated into business processes like supply chain. I'd love to talk with you more about our technology and services.
But thank you very much for sharing this information. I think you're right that social analytics will be one of the cornerstone's of business intelligence.
The Future of Social Analytics - Defrag 2010Presentation Transcript
The Future of Social Analytics
by Dion Hinchcliffe (@dhinchcliffe)
Wednesday, November 17, 2010
What is social analytics?
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Social Analytics
“The creation of typed signals by
listening to social ecosystems,
resulting in the ability to tap into
collective intelligence as well as
aggregate, mine, and predict
outcomes.”
getting value from whatʼs observable
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Social is now how we communicate today
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Hundreds of public social networks...
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...channel fragmentation 5
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Dozens of internal social channels
• E-mail
• Text messaging
• Instant messaging
• Meetings and conference calls
• Enterprise 2.0
• Social CMS
• Knowledge management
• Intranets
• Online communities
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Knowledge is increasingly visible in social channels
It no longer “evaporates” or is hidden
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And we now realize itʼs part of a single continuum...
Social
Busine
enterp
rise ec s
osyste
m
s
rnet
t
ane
Inte
extr
customers +
world
net
business partners
a
intr
Web 2.0 integr
ated
vision
Crowdsourcing workers
Social Media Social CRM
Online Communities Enterprise 2.0
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But is all this observable information valuable?
story
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Observable work: The issues
• Knowledge workers currently spend 20% of their
time looking for the information they need to do
their jobs (1 day a week) Source: Forrester
• Approximately 42% of the economies of developed
nations is “tacit interactions”, meaning complex
collaborative problem solving carried out by
knowledge workers. Source: McKinsey
• Organizations that adopt social tools widely, after
several years, see the amount of observable work
skyrocket, becoming a management and search
concern. Source: Jive
• Between 80%-90% of the information that
organizations have spend hundreds of billions
collecting over the last 30 years in IT systems is
inaccessible by most workers. Source: Various including
Gartner, IDC, others
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“Information overload is not the problem. Itʼs
filter failure.” - Clay Shirky
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Our information landscape is now measured in
millions of exabytes
1 EB = 1,000,000,000,000,000,000 B = 1018 bytes = 1 billion gigabytes = 1 million terabytes
• Social ecosystems are largely responsible.
• The good news: Information is no longer
submerged.
• However, it is increasingly becoming an onslaught.
Visible
Knowledge Us
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Comparing analytics and search
Seeing the Finding the
shape of the needle
haystack
analytics versus search
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value
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Entering a new era of information
Take Away: We donʼt need to directly see all the information, we
need to see the “shadows” it makes.
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How do we get to the third wave?
• Cloud computing? SOA?
• Open APIs and supply chains?
• Decentralized IT?
• Better data warehouses?
• Improved search engines?
• Recommendation systems?
• Business re-engineering?
The Goal: Breaking down
• How about analytics? information silos and
obscured information inside
and outside of our
organizations to get to value
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First, itʼs about listening
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Listening versus crawling
• Filter 1: The lens of your social capital
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Listening versus crawling
• Filter 2: What you care about
Filters
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Listening versus crawling
• Filter 3: What you donʼt know to ask for
Search that finds you in your
social channel.
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Putting listening in context
Itʼs the new flow of business
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Putting listening in context
Social Media
Universe
1 Billion People
+
You & Your Organization
+
3rd Parties (Partners, etc)
Itʼs the new flow of business
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Putting listening in context
Social Media
Universe
Global
Reach
1 Billion People Economy
of Scale
+
You & Your Organization
+
3rd Parties (Partners, etc) Unified
Approach
Itʼs the new flow of business
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Putting listening in context
Social Media
Universe
• Create scaled & integrated picture
• Identify participants & communities Listening
• Capture unmet needs Landscape
• Identify opportunities & crises
Global
Reach • Aggregate social media data
• Mine sentiment & trends Analytics &
• Derive strategic insight
• Develop effective responses Intelligence
• Provide dashboards and BI
1 Billion People Economy • Access all social touch points
+ of Scale • Engage with ecosystem Engagement
• Drive objectives and create value
• Ensure consistency of response Processes
You & Your Organization • Build new social capital
+ • Create conduit to social world
• Build skills and ability to execute Capability
3rd Parties (Partners, etc) Unified
• Develop ability to govern
Approach
• Assemble a Social Business
Acquisition
Capability
Itʼs the new flow of business
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The new flow of business
• Maintain an understanding of
everything the marketplace knows
• Be able to connect the dots of social
• Tap widely and deeply into the activity across all channels
top social channels • Wield strategic insight that can be
• Pick up important social leveraged across the organization
signals in near real-time Listen Analyze • Initiate responses systematically
• Centralized capacity to update from policy with less duplication and
listening capabilities as the with high degrees of automation
social marketplace continues • Share and provide access to data
to rapidly evolve and insight to all stakeholders
• Enable all stakeholders to
access vital social activity
informs
New products,
Social Business services, and
Capability products
informs Social
Business
Connect with customers in their Engage Processes
channel of preference to drive high
value activities such as better
customer care, product input,
innovation, and sales
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How will we listen?
http://apps.facebook.com/friendwheel
• Personally
- In our social environments
- On our devices
- With our social capital
- For us
• Using strategic tools
- To automate
- To scale
- With aggregate social capital
- For our businesses
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Strategic listening tools exist
• But are in their infancy
• Focus primarily on the outside
world
• Strongly favor new social
environments over older style and
vertical communities
• Have limited analytics abilities
• Donʼt connect well to existing
reporting tools and data
warehouses
• Are relatively expensive (compared
to free)
They also exist where you donʼt
expect them
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Nascent social analytics: Reputation systems
• Plug-ins or E2.0 application features that
allow user feedback of contributions
• Including posts, comments, and even tags
• Example: LiquidPub
• Allow quality and portable reputations to be
established over time in E2.0 ecosystems
• Most useful for newish or large social
business environments
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Plug-ins for open source social systems like
Drupal and Wordpress
• Standard sidebar with
navigation and tag
cloud
• A floating graphic in
upper right which
shows an analysis of
what links users have
made to this page
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How do we reconcile with Enterprise 2.0?
social analytics
goes here
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Second, itʼs about analytics
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Listening and graphing are easy, analyzing is
harder
• Requires deeper understanding what youʼre listening
to
• Needs tools that understand network graphs, power
laws, information architecture
• Worse, real results always seems to entail taxonomy/
classification
- Which has been one of the very few classically stubborn
problems on the Web
• Almost as tough, itʼs social analytics, and so requires
insight into people
- Incorporation of motivations, personalities, desires, and
the vast variety of human expression, cultural mores,
and other social aspects virtually doesnʼt exist
• Itʼs not just about network theory, but about sociology
- Not just the what, but the why
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Like the Semantic Web: Its a typing problem
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Unlike listening, real analytic tools are hard to
find
One Example: NodeXL
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Itʼs about so much more than just social
network visualization
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How Social Analytics Is Happening
The Story of KatrinaList
• Hurricane Katrina
– Survivors emerged and announced
where they were on their blogs
– People watching the Web’s syndication
“ecosystem” noticed the reports
– A small group collected the reports out
of the blogosphere and centralized the
listing
– Over 50,000 survivor reports in the first
3 days after the disaster
– Emergent phenomenon that’s a
microcosm of how we’ll do real-time
analytics and problem slving.
– A critical example for how to rethink
solutions to traditional business
problems in a 2.0 world in which we
can actually tap collective intelligence
through analytics
– Approach has since been codified into
event analytics platforms like Ushahidi
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Stuff That Matters: Social Analytics for Major Global Events
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Social analytics solves real and important
problems
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What will social analytics be used for?
• Sentiment analysis
• Expertise location
• Critical situation tracking
• Root cause analysis
• Trend extraction
• Sociology
• Knowledge mining & discovery
• Social capital management
• Social supply chain
• And much more
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The Future of Social Analytics
• Weʼll move beyond conflating social
listening and visualization with analytics
• The Google of social analytics will arrive
• It will be free, it will be multi-channel, and it will allow
us to see more of the shadows than ever before
• There will continue to be many niche tools but it will
ultimately look like the search industry does today
• Enterprises will be largely left out of the online world
of social analytics for internal uses
• But E2.0 social platforms will get them, eventually
• Business intelligence tools will become better at
social analytics.
• We will know weʼve gotten there when social analytics
tells us why, not just what
- Taking on previously unconquerable business challenges
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The Future of Science 2021: A Multiverse of Exploration | Boing Boing - http://bit.ly/vGekDd 1 year ago
I absolutely agree with you that listening forms the foundation for allowing companies to engage with their customers. However, our social media analytics tool is quite sophisticated in that it relies upon semantic and natural language modeling to surface customer sentiment, intent and preferences. So, not only are we able to define who and where but also the why's behind customer conversations. Additionally, our tool can organize and filter unstructured data, which can be integrated into business processes like supply chain. I'd love to talk with you more about our technology and services.
But thank you very much for sharing this information. I think you're right that social analytics will be one of the cornerstone's of business intelligence.
Regards,
Jennifer 2 years ago