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The Next Big Thing
Trends and Technologies that Will Shape the Web



                                                                Prof. Dr. Stefan Wrobel

                                                                Dr. Joachim Köhler, Daniel Schneider, Prof. Dr. Christian Bauckhage,
                                                                Michael Eble, Dr. Kristian Kersting, Jochen Schon, Daniel Stein,
                                                                Sebastian Tschöpel, Verena Würbel



                                                                Fraunhofer Institute for Intelligent Analysis
                                                                and Information Systems IAIS
                                                                Univ. Bonn



Prof. Dr. Stefan Wrobel

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Web Technologies




Prof. Dr. Stefan Wrobel                                                        2

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          3

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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          Geeignetes
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Prof. Dr. Stefan Wrobel                                                                          4

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Input Your Way
Holistic Interaction




                                                                               © Fraunhofer HHI

Prof. Dr. Stefan Wrobel                                                                           5

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Rest in Peace: The Single Input Technology Paradigm


User interaction has long been dominated by single technologies of choice




          © Marcin Wichary (Flickr)                          © Boffy b (Wikimedia)          © Masaru Kamkura (Flickr)



             1950                                       1970                         1990      2010
             1960                                       1980                         2000


Prof. Dr. Stefan Wrobel                                                                                                 6

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Input Your Way
Holistic Interaction

                                                Geeignetes
                                               illustrierendes
                                               Bild: Gesture,
                                                    Kinect oä


                                                 © Fraunhofer FIT


                                                                               © Masaru Kamkura (Flickr)




                                                           © Samsung


  The combined use of multiple interaction paradigms at the
   user’s choice will be standard
  Lock-in will no longer be accepted
  Apps and Services must adapt to be competitive
  Disruptive change will put slow movers out of market,
   creating opportunities for others
Prof. Dr. Stefan Wrobel                                                                                    7

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Stylus is Back Already
All Products Announced 2011




                                                                                        © Samsung




                                                                               © Asus




Prof. Dr. Stefan Wrobel                                                                             8

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Point Screen: Gesture Control


  Gesture control with camera based
   hand tracking
  2 IR-cameras
                                          Stop
                                          Turn
                                          Back
                                          Yes                                  Gesture based POI
  Graphical inventory
  Touristic information systems
                                                                                               Lafers new Cooking
  Medical information system for                                                              Studio Table d‘Or“
   operations environment
  Control of devices
                                                                                               © Fraunhofer HHI
Developed by Fraunhofer HHI                                                                    (all pictures on this chart)


Prof. Dr. Stefan Wrobel                                                                                                       9

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Gesture recognition for contactless Screen Control


  Advantage: Overcome the sensitive
   Multi-Touch Displays (fingerprints,
   dirt, etc. )
  Control by analyzing the
   movements of the hands
  3D camera with robust image
   processing algorithms
  Adaptive for multi-user scenario


Developed by Fraunhofer FIT


                                                                               © Fraunhofer FIT




Prof. Dr. Stefan Wrobel                                                                    10

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Speech Control, VoiceSearch


Google Voice Search App (iPhone, Android):
  Isolated words and phrases
  Large vocabulary including names,
   many languages
  High accuracy “amazing!”
Nuance Dragon Dictation App
  Nuance aquires SVOX, Loquendo, …, in
   2011, Apple wants to aquire Nuance
  Speech control, IVR and speech dictation
Fraunhofer IAIS:
  Robust recognition in adverse
   environments

Prof. Dr. Stefan Wrobel                                                        11

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Future Talk: Brain Computer Interface


  Developed by Berlin Brain
   Computer Interface (BBCI) Group,
   including Fraunhofer First
  Cerebral electric activity is
   recorded via the
   electroencephalogram (EEG)
  Recorded signals are amplified and
   transmitted to the computer,
   which transforms them into device
   control commands
  Youtube:
   http://www.youtube.com/watch?
   v=ZIIffTH5D-E

                                                                               © Berlin Brain-Computer Interface


Prof. Dr. Stefan Wrobel                                                                                      12

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          13

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          14

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
High Media
Merged Reality




                                                                               © Fraunhofer HHI
                                                                                                  © Layar


Prof. Dr. Stefan Wrobel                                                                                     15

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
High media enablers


  Mobile processing power on the rise:
   multicore, special graphics processing
  High-density screens, 3d screens, pico-projection
  Augmented and virtual reality displays
  Ubiquitous and budget availability of media
   production tools
  Changed consumer habits and expectations due
   to games and social media sites




                                                                               © Layar   © Texas Instruments

Prof. Dr. Stefan Wrobel                                                                               16

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
High Media
Merged Reality


Users will soon expect more than classical windows and buttons
  Animated content
  Matching sound
  Non-linear video
  3D rendering and technology
  Augmented reality



                                                                               Geeignete
                                                                                   bilder zu
                                                                                 illustration
                                                                                    dieser
                                                                                Technolgien

             © Leonard Low                    © Fraunhofer HHI                          © Mufin   © Tucia.com (Flickr)


Prof. Dr. Stefan Wrobel                                                                                                 17

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Hybrid-TV, Connected-TV, Smart-TV, Linked-TV:


  Sales in 2011:
   3,5 Mio. hybrid TV devices
  Classical TV and WebTV are
   converging
  New interactive TV-standard
                                                                               © Fraunhofer FOKUS
   HbbTV (Hybrid Broadcast
   Broadband TV) integrates Web
   technology in broadcast
   environment
  IFA 2011: Car Configurator
  Fraunhofer Fokus test labor
  Fraunhofer IAIS (EU projects
   LinkedTV and Live)
                                                                                 © Fraunhofer IAIS



Prof. Dr. Stefan Wrobel                                                                       18

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Mobile Augmented Reality for Everyone
From cool gadget to business perspective


  Mobile Augmented Reality (MAR) …
       Using the smartphone’s capabilities, i.e. cameras, GPS, broadband connection,
        tilt sensors, and compass to provide layers of metadata to the user’s physical
        surrounding
  … for Everyone!
       The Cool-Gadget-Era is about
        to end
       MAR is on the edge of wide
        adoption & becoming a cost-
        effective business perspective
       Already a large number of
        gaming, marketing, education
        & social networking apps

                                                                                    © Layar




Prof. Dr. Stefan Wrobel                                                                  19

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Mobile Augmented Reality for Everyone
Impact within the next years


  AR: Top 10 disruptive technologies 2008 – 2012 [Gartner, 2008]
  MAR: Q1 2011 market worth $11 million but
   one of the most significant growth markets to 2016 [Visiongain, 2011]
  MAR: Annual application revenues expected to approach $1.5 billion
   by 2015, up from less than $2 million in 2010 [Juniper, 2011]
  MAR will be favored by growing
   adoption of high-performance
   mobile devices & unlimited
   data plans




                                                                               Global Smartphone User Forecast [Parks, 2011]

Prof. Dr. Stefan Wrobel                                                                                                        20

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Mobile Augmented Reality for Everyone
Business Perspectives


  Expected Top MAR revenue streams by 2014
       Incremental revenues, such as premium & subscription-based services
       Point of Sale, such as upfront (in-) app payments
       Advertising
  Applications will include
       Location-based
        services
       Games
       Enterprise




                                                                  Total MAR Market ($m) by revenue streams [Juniper, 2011]

Prof. Dr. Stefan Wrobel                                                                                                      21

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Mobile Augmented Reality for Everyone
Use cases


  The list of brands that used AR for marketing is long & prominent




  MAR for marketing is a recent attraction (Nike, ebay, Vodafone, Post …)
                                                       ,
  MAR Platforms have the potential to close the gap between technology
   & business use-case




  MAR Fraunhofer Competences




Prof. Dr. Stefan Wrobel                                                        22

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Trend: 3D (for Merged Reality )


  3D TV is moving forward
  Frost & Sullivan study
   March 2011: Frost &
   Sullivan: „3D TV: The Good,
                                                                                                             © Fraunhofer HHI
   the Bad and the Ugly“
  Study: „ 3D technology has
   made quantum jumps in
   capability and availability”
  Study: “Nevertheless, it is
   clear that the 3D market is
   still in an early adoption
   phase”
                                                                                                  © Frost & Sullivan study March 2011:
                                                                                                  “3D TV: The Good, the Bad and the Ugly“



                                                                               Shipments of 3D-TVs in Millions
Prof. Dr. Stefan Wrobel                                                                                                             23

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Total Immersive: Football in 3D Video and Audio


  Immersive video technique for public
   viewing of the next generation
   (3D video and 3D audio)
  Panorama projection at TiME Lab of
   Fraunhofer HHI in Berlin
  14 HD projectors with a resolution of
   2000 X 7000 pixel, 180 degree display                                       TiME Lab at Fraunhofer HHI

  128 loudspeakers using the IOSONO
   sound technology of Fraunhofer IDMT
   („wave field synthesis”)
  Field trials at Bundesliga matches
   (BVB-Hoffenheim)

                                                                                                            © Fraunhofer HHI


Prof. Dr. Stefan Wrobel                                                                                                24

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
3D – Fanta4 Live Concert in 3D


  Automated 3D production process
   with STAN (Stereoscopic Analyzer)
  Automatic analysis of stereo
   images in real-time
  Usage in live scenarios possible
  Live Event: September 28, 2010                                              © Gerold Marks, DigitaleLeinwand.de


   concert of the „Fantastischen Vier“
   in 3D in 88 cinemas
  Full integration of 3D in the
   production process
  Developed by Fraunhofer HHI


                                                                                                 © Fraunhofer HHI


Prof. Dr. Stefan Wrobel                                                                                       25

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          26

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          27

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Big Data
Mashed, curated, amalgamated content creates value

                                                                        Megabytes

                                                                   Gigabytes

                                                            Terabytes

                                                     Petabytes

                                      Exabytes
Prof. Dr. Stefan Wrobel                                                             28

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
More data than ever
Explosive growth




       Convergence                                    Ubiquitous Intelligent
                                                            Systems




      Users as
        Producers                                          © IDC White Paper – The Diverse and Exploding Digital Universe




Total digital output will surpass 1 Zettabyte this year [IDC, 2010]

Prof. Dr. Stefan Wrobel                                                                                                     29

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Actual Storage Amounts – Annual New Data 2010




                                                                               [IDC/McKinsey, 2011]

Prof. Dr. Stefan Wrobel                                                                               30

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Big Data means Big Opportunities
Data is the new oil


  Through 2015, organizations integrating high-value, diverse, new
   information types and sources into a coherent information
   management infrastructure will outperform their industry peers by
   more than 20%. [Gartner, 2011]


  Gain is estimated enormous, across sectors:: 300 billion $ annual in
   health sector (US), 60% margin improvement in retail (US), 100
   billion € annually in public administration (EU), 600 billion
   consumer added value due to position data [McKinsey , Manyika
   et.al. 2011]




Prof. Dr. Stefan Wrobel                                                        31

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Creating value based on big data
Mashups, selection, curation, amalgamation, condensation, combination


  Data in itself and individually is usually useless

  Individuals and organizations do not know how to deal with
   volume, variety, velocity, complexity of big data

  Storing, databases and fast processing aren’t the answer

  Business opportunities for those who can intelligently
        Select data
        Recombine to create insight
        Create engaging user experience
        Involve crowdsourcing communities




Prof. Dr. Stefan Wrobel                                                        32

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Crowdsourcing at The Guardian


Example “The Guardian”:
  British Newspaper The Guardian
   asked its readers to participate
   in reviewing documents of the
   British parliament's expenses.
  The Guardian gave his readers
   the tools to click through the
   documents and asked them to
   classify these papers and
   support the editorial
   department.
  Until September 2011 a total of
   28.600 readers have reviewed
   224.000 documents.
                                                                               © Guardian


Prof. Dr. Stefan Wrobel                                                             33

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Open Data




Prof. Dr. Stefan Wrobel                                                        34

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Dentists and Tubes
Services based on big data




Prof. Dr. Stefan Wrobel                                                        35

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
FOKUS project government mashups


  Mobile applications for accessing government data
   e.g. traffic condition monitoring




                                                                               © Fraunhofer FOKUS


Prof. Dr. Stefan Wrobel                                                                             36

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          37

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          38

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Auto-Sense
Intelligent Analysis, Semantics and AI




Prof. Dr. Stefan Wrobel                                                        39

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The data iceberg



                                                                               Database tables
               20%                                                             Excel spreadsheets
                                                                               Other data with fixed structure



                                                                               Email, Notes

               80%                                                             Word documents
                                                                               PDF. Power Point
                                                                               Other text
                                                                               Images
                                                                               Video, audio


© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Auto-Sense or The challenge of semantics


                                               intelligent analytic technologies




         Very large set                                                   Manual      Intelligent
            of data                                                     Structuring      Service




Prof. Dr. Stefan Wrobel                                                                             41

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
EmotionRadar
Extracting Information from Millions of Webpages Automatically


  Automatic monitoring of forum and social network posts for
   statements about a product
  Summarization of emotions and current issues, brand monitoring




Prof. Dr. Stefan Wrobel                                                        42

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Speech-Based Video Citation for the ARD Mediathek


  Technolgy can open-up video archives for a
   new audience
  Project with ARD: Speech-based citation of
   TV Scenes in Social Networks
       In analogy to Copy & Paste in the text
        domain:
       Use speech recognition output for citing
        video fragments
       Exploit viral effects of social video scene
        recommendation




Prof. Dr. Stefan Wrobel                                                        43

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Theseus UseCase Contentus – Technologies for the next
generation multimedia online archives


  Content owners:
   libaries, broadcasters, publishers
  Challenge: Content is in analogue form
  Objectives:
         Content preservation
         Content indexing
         Content linking and search
         Content presentation
  Approach
         Semantic multimedia technologies




Prof. Dr. Stefan Wrobel                                                        44

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
SpeakerText




                                                                               © Humanoid

Prof. Dr. Stefan Wrobel                                                                     45

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
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Prof. Dr. Stefan Wrobel                                                                          46

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          47

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Total Mobility
Location is King!




Prof. Dr. Stefan Wrobel                                                        48

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
We have to think in new patterns when everything
goes mobile




Prof. Dr. Stefan Wrobel                                                        49

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The number of people using high performance mobile
smart phones is rapidly rising




Prof. Dr. Stefan Wrobel                                                        50

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Mobility Data On the Rise
Already 1 Petabyte in 2009 and rising fast




                                                                               © McKinsey


Prof. Dr. Stefan Wrobel                                                                     51

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Total Mobility

                                                 M-Applications                         eGovernment



                                                                                                  Social
                                                                                Total
                                    M-Commerce                                    1             Networks
                                                                               Mobility


                                                                                          M-Publishing
                                                    M-Banking




Prof. Dr. Stefan Wrobel                                                                                    52

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
„Total Mobility“ enables new business opportunities


  Pictures of shelves and products
   are placed in a subway station


  The customer scans the QR-
   Codes of the products with his
   smart phone


  When the order is finished the
   chosen products are delivered                                               © Home Plus, Südkorea


   directly to the customers home




Prof. Dr. Stefan Wrobel                                                                        53

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
ShopGate




                                                                               © Shopgate



No matter where you are, simply open one of our
apps and buy your products within seconds.
Prof. Dr. Stefan Wrobel                                                                     54

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Mobility Mining for Outdoor Advertising
Predicting Media Reach based on track data – ag.ma, SPR+


  How many people on each German
   street segment?
  Basis for outdoor ad reach and pricing
   since 2008
  What percentage of a target group is
   seeing a poster board in a given time
   period?
  Largest respresentative GPS study in
   Germany


  Awarded „Best market research study“
   Prize


Prof. Dr. Stefan Wrobel                                                        55

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          56

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



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Prof. Dr. Stefan Wrobel                                                                          57

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Contextual2 Advertising
Better Context – Better Ads – More Revenue




Prof. Dr. Stefan Wrobel                                                        58

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Google Predictions on Digital Ads



  In 2015…                                                                     Users can directly influence            25%
                                                                                 of the ads they see.


50% of the ads will be “social”.
                                                                                               25%            less (but better)
                                                                                                   ads will be shown to a user.
                35% of the ads will use
                     success criteria beyond clicks.


                                                                                   Source: Google Talk „There’s a perfect ad for everyone.”,
                                                                                   Interactive Advertising Bureau’s Innovation Days

Prof. Dr. Stefan Wrobel                                                                                                                 60

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Trends in Digital Advertisement                                                           Source: Tomorrow Focus Media,
                                                                                          „The Future of Online Display Ads“, 09-2011




  Mobile Marketing
   Drastic growth through widely
   spread smartphones
                                                                                                                 91%
                                                                                   © Wolf Gang (Flickr)



  Social Media
   Viral potential of an ad is a key
   succes factor (Millward & Brown,                                                                              81%
   Digital Trends 2011)
                                                                               Source: Sue Waiters (Flickr)



  Automation of Ad Planning
   Better Ads through automatic
   planning and targeting                                                                                        91%
                                                                                                              … of market experts
                                                                                   © ralphbijker (Flickr)     expect growth!
Prof. Dr. Stefan Wrobel                                                                                                          61

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Special Challenge: Contextual Ads for Videos


  Select relevant ads for a given video based on content
       Same topic, atmosphere or structure
       Information typically not available!


  Automatic linking between ad and video using Audiovisual Analysis
                                                                                            © saragoldsmith (Flickr)
       Speech Recognition
       Topic Analysis
       Atmosphere Analysis
       Video Structure Analysis
                                                                                                                                P   t
                                                                                                              Ad-Topic
                                                                                        knife
                                                                               basil                          •  Automotive [0.0]
                                                                                    water                     •  Groceries [0.5]
                                                                               leaves
                                                                                                              •  Beauty [0.2]
                                                                                                              •  Travel [0.1]
                                                                                                              •  …
Prof. Dr. Stefan Wrobel                                                                                                             62

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Ads in Apps: Contextual Ads for 2nd Screen Devices


  Many TV viewers use 2nd Screen in parallel
   (iPad, smartphone, Laptop)


  The 2nd screen could display contextually relevant…
       Information about actors etc.
       Games
       Ads!


  Major Challenges
        Real-Time analysis of broadcast signal for selecting
         contextually relevant ads / information / etc.
        Automatic Synchronization of devices


Prof. Dr. Stefan Wrobel                                                        63

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Present your Targeting Innovations at our Conference:




                             Meet Online Marketing experts
                             Discuss Innovations and challenges in
                                    Targeting Technologies
                                    Online Marketing
                                    Recommendation- and Data-Mining-Systems
                             22.11.2011 Kameha Grand Bonn
                             More information at www.iais.fraunhofer.de/ta
                             Or get one of our brochures!
                              


Prof. Dr. Stefan Wrobel                                                        64

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Online Computer Games:
From Retail to Online Ads and Purchasing Virtual Items

  Over 2/3 American households play
   computer and video games


  Six of the top 10 best-selling computer
   games in 2008 were online games [ESA, 2009]
                                      ESA,



  The computer game market revenue
   surpassed the movie box office revenue
   in 2001 and the recorded music market
   revenue in 2007 [OECD, Paris; MCV UK]

  The boom of online games is happening
   everywhere in the world
     [BusinessWeek, Bloomberg L.P.]



Prof. Dr. Stefan Wrobel                                                        65

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
New Trend: Games Analytics


  Digging for insights on human behavior in the terabyte-sized data logs
   generated by computer games
       “You have over 10 million people playing World of Warcraft about 4 hours per
        day, 7 days a week. And that’s on average; some play 80 hours per
        week!” [Jaideep Srivastava, University of Minnesota, Twin Cities, USA @ IEEE International Conference on
             Computational Intelligence, Copenhagen, August 18-21, 2010]


  Either as natural laboratories for
   understanding human behavior and/or in
   order to optimize the success of games
   and maximize game revenue by
   increasing player satisfaction


                                                                                                         © Science




Prof. Dr. Stefan Wrobel                                                                                         66

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



                                                                                Geeignetes
                                                                               illustrierendes
                                                                               Bild für Trend




Prof. Dr. Stefan Wrobel                                                                          67

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven



                                                                                Geeignetes
                                                                               illustrierendes
                                                                               Bild für Trend




Prof. Dr. Stefan Wrobel                                                                          68

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Open Privacy
Making Ends Meet




Prof. Dr. Stefan Wrobel                                                        69

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Importance of Privacy…?


  Another 25 years of development will lead us to a new world of
   cheap and ubiquitous computing, in which privacy will be a
   quaint obsession of our grandparents.

    (Richard Jones, 2011, University of Sheffield)

  If you asked me what I thought would be most likely thing that
   people would want to change, no one at the company thought
   it would have been simpler privacy controls.

     (Mark Zuckerberg, 2010, Facebook CEO)




Prof. Dr. Stefan Wrobel                                                        70

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Open Privacy


  Privacy not a major concern – but still
   major uproar about perceived misuses
  Each data scandal results in a massive
   loss both in image and money
       Compromised data costs 204$ per
        customer on average. Costs up to 31M$
        for one incident [ponemon.org]
  Unclear where societal debate will end
  Open data needed for business and
   customer value
  Design systems to be open yet
   respect privacy by design



Prof. Dr. Stefan Wrobel                                                        71

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
Privacy by Design – Privacy Preserving Data Analysis


  Open Privacy … by design
       anonymizing data „where it happens“
       open algorithms
       provable secure (similar to cryptography)
       …without obstructing knowledge discovery
        opportunities


  EU-Project Local Inference in Massively Distributed
   Systems: privacy aware knowledge discovery on
   e.g. bluetooth sensors

  „Safe Zone“ Technology


Prof. Dr. Stefan Wrobel                                                        72

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
The Big Seven

    Input Your Way                                   Big Data                   Total Mobility

                                                                                  Geeignetes
                                                                                 illustrierendes
                                                                                Bild für Trend




                                                                                                   Open Privacy




         High Media                                 Auto-Sense                 Contextual2 Adv




Prof. Dr. Stefan Wrobel                                                                                           73

© Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS

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Web Trends and Technologies Shaping the Future

  • 1. The Next Big Thing Trends and Technologies that Will Shape the Web Prof. Dr. Stefan Wrobel Dr. Joachim Köhler, Daniel Schneider, Prof. Dr. Christian Bauckhage, Michael Eble, Dr. Kristian Kersting, Jochen Schon, Daniel Stein, Sebastian Tschöpel, Verena Würbel Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS Univ. Bonn Prof. Dr. Stefan Wrobel © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 2. Web Technologies Prof. Dr. Stefan Wrobel 2 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 3. The Big Seven Geeignetes illustrierendes Bild für Trend Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 3 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 4. The Big Seven Geeignetes illustrierendes Bild für Trend Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 4 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 5. Input Your Way Holistic Interaction © Fraunhofer HHI Prof. Dr. Stefan Wrobel 5 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 6. Rest in Peace: The Single Input Technology Paradigm User interaction has long been dominated by single technologies of choice © Marcin Wichary (Flickr) © Boffy b (Wikimedia) © Masaru Kamkura (Flickr) 1950 1970 1990 2010 1960 1980 2000 Prof. Dr. Stefan Wrobel 6 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 7. Input Your Way Holistic Interaction Geeignetes illustrierendes Bild: Gesture, Kinect oä © Fraunhofer FIT © Masaru Kamkura (Flickr) © Samsung   The combined use of multiple interaction paradigms at the user’s choice will be standard   Lock-in will no longer be accepted   Apps and Services must adapt to be competitive   Disruptive change will put slow movers out of market, creating opportunities for others Prof. Dr. Stefan Wrobel 7 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 8. The Stylus is Back Already All Products Announced 2011 © Samsung © Asus Prof. Dr. Stefan Wrobel 8 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 9. Point Screen: Gesture Control   Gesture control with camera based hand tracking   2 IR-cameras Stop Turn Back Yes Gesture based POI   Graphical inventory   Touristic information systems Lafers new Cooking   Medical information system for Studio Table d‘Or“ operations environment   Control of devices © Fraunhofer HHI Developed by Fraunhofer HHI (all pictures on this chart) Prof. Dr. Stefan Wrobel 9 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 10. Gesture recognition for contactless Screen Control   Advantage: Overcome the sensitive Multi-Touch Displays (fingerprints, dirt, etc. )   Control by analyzing the movements of the hands   3D camera with robust image processing algorithms   Adaptive for multi-user scenario Developed by Fraunhofer FIT © Fraunhofer FIT Prof. Dr. Stefan Wrobel 10 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 11. Speech Control, VoiceSearch Google Voice Search App (iPhone, Android):   Isolated words and phrases   Large vocabulary including names, many languages   High accuracy “amazing!” Nuance Dragon Dictation App   Nuance aquires SVOX, Loquendo, …, in 2011, Apple wants to aquire Nuance   Speech control, IVR and speech dictation Fraunhofer IAIS:   Robust recognition in adverse environments Prof. Dr. Stefan Wrobel 11 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 12. Future Talk: Brain Computer Interface   Developed by Berlin Brain Computer Interface (BBCI) Group, including Fraunhofer First   Cerebral electric activity is recorded via the electroencephalogram (EEG)   Recorded signals are amplified and transmitted to the computer, which transforms them into device control commands   Youtube: http://www.youtube.com/watch? v=ZIIffTH5D-E © Berlin Brain-Computer Interface Prof. Dr. Stefan Wrobel 12 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 13. The Big Seven Geeignetes illustrierendes Bild für Trend Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 13 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 14. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 14 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 15. High Media Merged Reality © Fraunhofer HHI © Layar Prof. Dr. Stefan Wrobel 15 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 16. High media enablers   Mobile processing power on the rise: multicore, special graphics processing   High-density screens, 3d screens, pico-projection   Augmented and virtual reality displays   Ubiquitous and budget availability of media production tools   Changed consumer habits and expectations due to games and social media sites © Layar © Texas Instruments Prof. Dr. Stefan Wrobel 16 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 17. High Media Merged Reality Users will soon expect more than classical windows and buttons   Animated content   Matching sound   Non-linear video   3D rendering and technology   Augmented reality Geeignete bilder zu illustration dieser Technolgien © Leonard Low © Fraunhofer HHI © Mufin © Tucia.com (Flickr) Prof. Dr. Stefan Wrobel 17 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 18. Hybrid-TV, Connected-TV, Smart-TV, Linked-TV:   Sales in 2011: 3,5 Mio. hybrid TV devices   Classical TV and WebTV are converging   New interactive TV-standard © Fraunhofer FOKUS HbbTV (Hybrid Broadcast Broadband TV) integrates Web technology in broadcast environment   IFA 2011: Car Configurator   Fraunhofer Fokus test labor   Fraunhofer IAIS (EU projects LinkedTV and Live) © Fraunhofer IAIS Prof. Dr. Stefan Wrobel 18 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 19. Mobile Augmented Reality for Everyone From cool gadget to business perspective   Mobile Augmented Reality (MAR) …   Using the smartphone’s capabilities, i.e. cameras, GPS, broadband connection, tilt sensors, and compass to provide layers of metadata to the user’s physical surrounding   … for Everyone!   The Cool-Gadget-Era is about to end   MAR is on the edge of wide adoption & becoming a cost- effective business perspective   Already a large number of gaming, marketing, education & social networking apps © Layar Prof. Dr. Stefan Wrobel 19 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 20. Mobile Augmented Reality for Everyone Impact within the next years   AR: Top 10 disruptive technologies 2008 – 2012 [Gartner, 2008]   MAR: Q1 2011 market worth $11 million but one of the most significant growth markets to 2016 [Visiongain, 2011]   MAR: Annual application revenues expected to approach $1.5 billion by 2015, up from less than $2 million in 2010 [Juniper, 2011]   MAR will be favored by growing adoption of high-performance mobile devices & unlimited data plans Global Smartphone User Forecast [Parks, 2011] Prof. Dr. Stefan Wrobel 20 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 21. Mobile Augmented Reality for Everyone Business Perspectives   Expected Top MAR revenue streams by 2014   Incremental revenues, such as premium & subscription-based services   Point of Sale, such as upfront (in-) app payments   Advertising   Applications will include   Location-based services   Games   Enterprise Total MAR Market ($m) by revenue streams [Juniper, 2011] Prof. Dr. Stefan Wrobel 21 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 22. Mobile Augmented Reality for Everyone Use cases   The list of brands that used AR for marketing is long & prominent   MAR for marketing is a recent attraction (Nike, ebay, Vodafone, Post …) ,   MAR Platforms have the potential to close the gap between technology & business use-case   MAR Fraunhofer Competences Prof. Dr. Stefan Wrobel 22 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 23. Trend: 3D (for Merged Reality )   3D TV is moving forward   Frost & Sullivan study March 2011: Frost & Sullivan: „3D TV: The Good, © Fraunhofer HHI the Bad and the Ugly“   Study: „ 3D technology has made quantum jumps in capability and availability”   Study: “Nevertheless, it is clear that the 3D market is still in an early adoption phase” © Frost & Sullivan study March 2011: “3D TV: The Good, the Bad and the Ugly“ Shipments of 3D-TVs in Millions Prof. Dr. Stefan Wrobel 23 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 24. Total Immersive: Football in 3D Video and Audio   Immersive video technique for public viewing of the next generation (3D video and 3D audio)   Panorama projection at TiME Lab of Fraunhofer HHI in Berlin   14 HD projectors with a resolution of 2000 X 7000 pixel, 180 degree display TiME Lab at Fraunhofer HHI   128 loudspeakers using the IOSONO sound technology of Fraunhofer IDMT („wave field synthesis”)   Field trials at Bundesliga matches (BVB-Hoffenheim) © Fraunhofer HHI Prof. Dr. Stefan Wrobel 24 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 25. 3D – Fanta4 Live Concert in 3D   Automated 3D production process with STAN (Stereoscopic Analyzer)   Automatic analysis of stereo images in real-time   Usage in live scenarios possible   Live Event: September 28, 2010 © Gerold Marks, DigitaleLeinwand.de concert of the „Fantastischen Vier“ in 3D in 88 cinemas   Full integration of 3D in the production process   Developed by Fraunhofer HHI © Fraunhofer HHI Prof. Dr. Stefan Wrobel 25 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 26. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 26 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 27. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 27 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 28. Big Data Mashed, curated, amalgamated content creates value Megabytes Gigabytes Terabytes Petabytes Exabytes Prof. Dr. Stefan Wrobel 28 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 29. More data than ever Explosive growth Convergence Ubiquitous Intelligent Systems Users as Producers © IDC White Paper – The Diverse and Exploding Digital Universe Total digital output will surpass 1 Zettabyte this year [IDC, 2010] Prof. Dr. Stefan Wrobel 29 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 30. Actual Storage Amounts – Annual New Data 2010 [IDC/McKinsey, 2011] Prof. Dr. Stefan Wrobel 30 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 31. Big Data means Big Opportunities Data is the new oil   Through 2015, organizations integrating high-value, diverse, new information types and sources into a coherent information management infrastructure will outperform their industry peers by more than 20%. [Gartner, 2011]   Gain is estimated enormous, across sectors:: 300 billion $ annual in health sector (US), 60% margin improvement in retail (US), 100 billion € annually in public administration (EU), 600 billion consumer added value due to position data [McKinsey , Manyika et.al. 2011] Prof. Dr. Stefan Wrobel 31 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 32. Creating value based on big data Mashups, selection, curation, amalgamation, condensation, combination   Data in itself and individually is usually useless   Individuals and organizations do not know how to deal with volume, variety, velocity, complexity of big data   Storing, databases and fast processing aren’t the answer   Business opportunities for those who can intelligently   Select data   Recombine to create insight   Create engaging user experience   Involve crowdsourcing communities Prof. Dr. Stefan Wrobel 32 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 33. Crowdsourcing at The Guardian Example “The Guardian”:   British Newspaper The Guardian asked its readers to participate in reviewing documents of the British parliament's expenses.   The Guardian gave his readers the tools to click through the documents and asked them to classify these papers and support the editorial department.   Until September 2011 a total of 28.600 readers have reviewed 224.000 documents. © Guardian Prof. Dr. Stefan Wrobel 33 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 34. Open Data Prof. Dr. Stefan Wrobel 34 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 35. Dentists and Tubes Services based on big data Prof. Dr. Stefan Wrobel 35 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 36. FOKUS project government mashups   Mobile applications for accessing government data e.g. traffic condition monitoring © Fraunhofer FOKUS Prof. Dr. Stefan Wrobel 36 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 37. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 37 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 38. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 38 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 39. Auto-Sense Intelligent Analysis, Semantics and AI Prof. Dr. Stefan Wrobel 39 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 40. The data iceberg Database tables 20% Excel spreadsheets Other data with fixed structure Email, Notes 80% Word documents PDF. Power Point Other text Images Video, audio © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 41. Auto-Sense or The challenge of semantics intelligent analytic technologies Very large set Manual Intelligent of data Structuring Service Prof. Dr. Stefan Wrobel 41 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 42. EmotionRadar Extracting Information from Millions of Webpages Automatically   Automatic monitoring of forum and social network posts for statements about a product   Summarization of emotions and current issues, brand monitoring Prof. Dr. Stefan Wrobel 42 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 43. Speech-Based Video Citation for the ARD Mediathek   Technolgy can open-up video archives for a new audience   Project with ARD: Speech-based citation of TV Scenes in Social Networks   In analogy to Copy & Paste in the text domain:   Use speech recognition output for citing video fragments   Exploit viral effects of social video scene recommendation Prof. Dr. Stefan Wrobel 43 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 44. Theseus UseCase Contentus – Technologies for the next generation multimedia online archives   Content owners: libaries, broadcasters, publishers   Challenge: Content is in analogue form   Objectives:   Content preservation   Content indexing   Content linking and search   Content presentation   Approach   Semantic multimedia technologies Prof. Dr. Stefan Wrobel 44 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 45. SpeakerText © Humanoid Prof. Dr. Stefan Wrobel 45 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 46. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 46 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 47. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 47 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 48. Total Mobility Location is King! Prof. Dr. Stefan Wrobel 48 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 49. We have to think in new patterns when everything goes mobile Prof. Dr. Stefan Wrobel 49 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 50. The number of people using high performance mobile smart phones is rapidly rising Prof. Dr. Stefan Wrobel 50 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 51. Mobility Data On the Rise Already 1 Petabyte in 2009 and rising fast © McKinsey Prof. Dr. Stefan Wrobel 51 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 52. Total Mobility M-Applications eGovernment Social Total M-Commerce 1 Networks Mobility M-Publishing M-Banking Prof. Dr. Stefan Wrobel 52 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 53. „Total Mobility“ enables new business opportunities   Pictures of shelves and products are placed in a subway station   The customer scans the QR- Codes of the products with his smart phone   When the order is finished the chosen products are delivered © Home Plus, Südkorea directly to the customers home Prof. Dr. Stefan Wrobel 53 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 54. ShopGate © Shopgate No matter where you are, simply open one of our apps and buy your products within seconds. Prof. Dr. Stefan Wrobel 54 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 55. Mobility Mining for Outdoor Advertising Predicting Media Reach based on track data – ag.ma, SPR+   How many people on each German street segment?   Basis for outdoor ad reach and pricing since 2008   What percentage of a target group is seeing a poster board in a given time period?   Largest respresentative GPS study in Germany   Awarded „Best market research study“ Prize Prof. Dr. Stefan Wrobel 55 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 56. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 56 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 57. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 57 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 58. Contextual2 Advertising Better Context – Better Ads – More Revenue Prof. Dr. Stefan Wrobel 58 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 59. © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 60. Google Predictions on Digital Ads In 2015… Users can directly influence 25% of the ads they see. 50% of the ads will be “social”. 25% less (but better) ads will be shown to a user. 35% of the ads will use success criteria beyond clicks. Source: Google Talk „There’s a perfect ad for everyone.”, Interactive Advertising Bureau’s Innovation Days Prof. Dr. Stefan Wrobel 60 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 61. Trends in Digital Advertisement Source: Tomorrow Focus Media, „The Future of Online Display Ads“, 09-2011   Mobile Marketing Drastic growth through widely spread smartphones 91% © Wolf Gang (Flickr)   Social Media Viral potential of an ad is a key succes factor (Millward & Brown, 81% Digital Trends 2011) Source: Sue Waiters (Flickr)   Automation of Ad Planning Better Ads through automatic planning and targeting 91% … of market experts © ralphbijker (Flickr) expect growth! Prof. Dr. Stefan Wrobel 61 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 62. Special Challenge: Contextual Ads for Videos   Select relevant ads for a given video based on content   Same topic, atmosphere or structure   Information typically not available!   Automatic linking between ad and video using Audiovisual Analysis © saragoldsmith (Flickr)   Speech Recognition   Topic Analysis   Atmosphere Analysis   Video Structure Analysis P t Ad-Topic knife basil •  Automotive [0.0] water •  Groceries [0.5] leaves •  Beauty [0.2] •  Travel [0.1] •  … Prof. Dr. Stefan Wrobel 62 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 63. Ads in Apps: Contextual Ads for 2nd Screen Devices   Many TV viewers use 2nd Screen in parallel (iPad, smartphone, Laptop)   The 2nd screen could display contextually relevant…   Information about actors etc.   Games   Ads!   Major Challenges   Real-Time analysis of broadcast signal for selecting contextually relevant ads / information / etc.   Automatic Synchronization of devices Prof. Dr. Stefan Wrobel 63 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 64. Present your Targeting Innovations at our Conference:   Meet Online Marketing experts   Discuss Innovations and challenges in   Targeting Technologies   Online Marketing   Recommendation- and Data-Mining-Systems   22.11.2011 Kameha Grand Bonn   More information at www.iais.fraunhofer.de/ta   Or get one of our brochures!     Prof. Dr. Stefan Wrobel 64 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 65. Online Computer Games: From Retail to Online Ads and Purchasing Virtual Items   Over 2/3 American households play computer and video games   Six of the top 10 best-selling computer games in 2008 were online games [ESA, 2009] ESA,   The computer game market revenue surpassed the movie box office revenue in 2001 and the recorded music market revenue in 2007 [OECD, Paris; MCV UK]   The boom of online games is happening everywhere in the world [BusinessWeek, Bloomberg L.P.] Prof. Dr. Stefan Wrobel 65 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 66. New Trend: Games Analytics   Digging for insights on human behavior in the terabyte-sized data logs generated by computer games   “You have over 10 million people playing World of Warcraft about 4 hours per day, 7 days a week. And that’s on average; some play 80 hours per week!” [Jaideep Srivastava, University of Minnesota, Twin Cities, USA @ IEEE International Conference on Computational Intelligence, Copenhagen, August 18-21, 2010]   Either as natural laboratories for understanding human behavior and/or in order to optimize the success of games and maximize game revenue by increasing player satisfaction © Science Prof. Dr. Stefan Wrobel 66 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 67. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 67 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 68. The Big Seven Geeignetes illustrierendes Bild für Trend Prof. Dr. Stefan Wrobel 68 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 69. Open Privacy Making Ends Meet Prof. Dr. Stefan Wrobel 69 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 70. The Importance of Privacy…?   Another 25 years of development will lead us to a new world of cheap and ubiquitous computing, in which privacy will be a quaint obsession of our grandparents. (Richard Jones, 2011, University of Sheffield)   If you asked me what I thought would be most likely thing that people would want to change, no one at the company thought it would have been simpler privacy controls. (Mark Zuckerberg, 2010, Facebook CEO) Prof. Dr. Stefan Wrobel 70 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 71. Open Privacy   Privacy not a major concern – but still major uproar about perceived misuses   Each data scandal results in a massive loss both in image and money   Compromised data costs 204$ per customer on average. Costs up to 31M$ for one incident [ponemon.org]   Unclear where societal debate will end   Open data needed for business and customer value   Design systems to be open yet respect privacy by design Prof. Dr. Stefan Wrobel 71 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 72. Privacy by Design – Privacy Preserving Data Analysis   Open Privacy … by design   anonymizing data „where it happens“   open algorithms   provable secure (similar to cryptography)   …without obstructing knowledge discovery opportunities   EU-Project Local Inference in Massively Distributed Systems: privacy aware knowledge discovery on e.g. bluetooth sensors   „Safe Zone“ Technology Prof. Dr. Stefan Wrobel 72 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS
  • 73. The Big Seven Input Your Way Big Data Total Mobility Geeignetes illustrierendes Bild für Trend Open Privacy High Media Auto-Sense Contextual2 Adv Prof. Dr. Stefan Wrobel 73 © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS