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Video Stream Analytics for Viewers
                 and the TV Industry

            “Bootstrapping the
            IPTV data economy”




Tuesday, 12 June 2012
Staring point
        Observation:
        • IPTV providers have extensive TV-
          viewing data
              •     Rich compared to traditional rating agencies
        ⇒Potential of IPTV viewing data
              ⇒ Commercial: behavior data of viewers
              ⇒ Public / open-source: program data


                                  http://vista-tv.eu         2
Tuesday, 12 June 2012
ViSTA-TV approach



                                                                                                     Behavior
                                                                                                     Data


         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                      Raw	
  Data   Data	
  Enrichment
                                                                                      Engine
                                                                 Metadata




                                                                                                    Linked      ViSTA-­‐TV
                                                                                                    OpenData    Pla*orm




                                                                    http://vista-tv.eu                                       3
Tuesday, 12 June 2012
ViSTA-TV approach



                                                                                                                Behavior
                                                                                                                Data


         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                      Raw	
  Data   Data	
  Enrichment
                                                                                                Tag-­‐Stream
                                                                                      Engine
                                                                 Metadata




                                                                                                               Linked      ViSTA-­‐TV
                                                                                                               OpenData    Pla*orm




                                                                    http://vista-tv.eu                                                  3
Tuesday, 12 June 2012
ViSTA-TV approach



                                                                                                                  Behavior
                                                                                                                  Data


         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                      Raw	
  Data   Data	
  Enrichment
                                                                                                Tag-­‐Stream   Data	
  Warehouse
                                                                                      Engine
                                                                 Metadata




                                                                                                                Linked             ViSTA-­‐TV
                                                                                                                OpenData           Pla*orm




                                                                    http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach



                                                                                                                  Behavior
                                                                                                                  Data


         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                      Raw	
  Data   Data	
  Enrichment
                                                                                                Tag-­‐Stream   Data	
  Warehouse
                                                                                      Engine
                                                                 Metadata




                                                                                                                Linked             ViSTA-­‐TV
                                                                                                                OpenData           Pla*orm




                                                                    http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach



                                                                                                                        Behavior
                                                Behavior	
  data	
  
                                                                                                                        Data
                                                Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                            Raw	
  Data   Data	
  Enrichment
                                                                                                      Tag-­‐Stream   Data	
  Warehouse
                                                                                            Engine
                                                                       Metadata




                                                                                                                      Linked             ViSTA-­‐TV
                                                                                                                      OpenData           Pla*orm




                                                                          http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach



                                                                                                                        Behavior
                                                Behavior	
  data	
  
                                                                                                                        Data
                                                Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                            Raw	
  Data   Data	
  Enrichment
                                                                                                      Tag-­‐Stream   Data	
  Warehouse
                                                                                            Engine
                                                                       Metadata




                                                                                                                      Linked             ViSTA-­‐TV
                                                                                                                      OpenData           Pla*orm




                                                                          http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach



            Adver@sers                                                                                                  Behavior
                                                Behavior	
  data	
  
                                                                                                                        Data
                                                Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                            Raw	
  Data   Data	
  Enrichment
                                                                                                      Tag-­‐Stream   Data	
  Warehouse
                                                                                            Engine
                                                                       Metadata




                                                                                                                      Linked             ViSTA-­‐TV
                                                                                                                      OpenData           Pla*orm




                                                                          http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies




            Adver@sers                                                                                                  Behavior
                                                Behavior	
  data	
  
                                                                                                                        Data
                                                Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                            Raw	
  Data   Data	
  Enrichment
                                                                                                      Tag-­‐Stream   Data	
  Warehouse
                                                                                            Engine
                                                                       Metadata




                                                                                                                      Linked             ViSTA-­‐TV
                                                                                                                      OpenData           Pla*orm




                                                                          http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies




            Adver@sers                                                                                                   Behavior
                                                 Behavior	
  data	
  
                                                                                                                         Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data   Data	
  Enrichment
                                                                                                       Tag-­‐Stream   Data	
  Warehouse
                                                                                             Engine
                                                                        Metadata



                                              LOD	
  Cloud
                                                                                                                       Linked             ViSTA-­‐TV
                                                                                                                       OpenData           Pla*orm




                                                                           http://vista-tv.eu                                                          3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies




            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked             ViSTA-­‐TV
                                                                                                                                  OpenData           Pla*orm




                                                                           http://vista-tv.eu                                                                     3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies

                                                                                                                                                        Recommen-­‐da@on
                                                                                                                                                             Engine




            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies
                                                                                                                                 Recommen-­‐
                                                                                                                                 da5ons                 Recommen-­‐da@on
                                                                                                                                                             Engine




            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies
                                                                                                                                 Recommen-­‐
                                                                                                                                 da5ons                 Recommen-­‐da@on
                                                                                                                                                             Engine




            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies
                                                                                                                                 Recommen-­‐
                                                                                                       Apps                      da5ons                 Recommen-­‐da@on
                                                                                                                                                             Engine




            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies                   Consumers
                                                                                                                                 Recommen-­‐
                                                                                                       Apps                      da5ons                 Recommen-­‐da@on
                                                                                                                                                             Engine




            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies                   Consumers
                                                                                                                                 Recommen-­‐
                                                                                                       Apps                      da5ons                 Recommen-­‐da@on
                                                                                                                                                             Engine




                                                                                                       Behavior	
  Data
            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
ViSTA-TV approach

          Ra@ng	
  agencies                   Consumers
                                                                                                                                 Recommen-­‐
                                                                                                       Apps                      da5ons                 Recommen-­‐da@on
                                                                                                                                                             Engine




                                                                                                       Behavior	
  Data
            Adver@sers                                                                                                              Behavior
                                                 Behavior	
  data	
  
                                                                                                                                    Data
                                                 Providers



         Content	
  Providers                 IPTV-­‐Providers

                                Raw	
  Data                             Raw	
  Data              Data	
  Enrichment
                                                                                                                  Tag-­‐Stream   Data	
  Warehouse   Tag-­‐Stream
                                                                                                        Engine
                                                                        Metadata


                                                                                           ata
                                              LOD	
  Cloud                         	
  D
                                                                           E   xt.
                                                                                                                                  Linked                    ViSTA-­‐TV
                                                                                                                                  OpenData                  Pla*orm




                                                                           http://vista-tv.eu                                                                            3
Tuesday, 12 June 2012
http://vista-tv.eu   4
Tuesday, 12 June 2012
Vista-TV overview
Vista-TV overview
Vista-TV overview
Vista-TV overview
Vista-TV overview

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Vista-TV overview

  • 1. Video Stream Analytics for Viewers and the TV Industry “Bootstrapping the IPTV data economy” Tuesday, 12 June 2012
  • 2. Staring point Observation: • IPTV providers have extensive TV- viewing data • Rich compared to traditional rating agencies ⇒Potential of IPTV viewing data ⇒ Commercial: behavior data of viewers ⇒ Public / open-source: program data http://vista-tv.eu 2 Tuesday, 12 June 2012
  • 3. ViSTA-TV approach Behavior Data Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 4. ViSTA-TV approach Behavior Data Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 5. ViSTA-TV approach Behavior Data Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 6. ViSTA-TV approach Behavior Data Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 7. ViSTA-TV approach Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 8. ViSTA-TV approach Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 9. ViSTA-TV approach Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 10. ViSTA-TV approach Ra@ng  agencies Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 11. ViSTA-TV approach Ra@ng  agencies Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata LOD  Cloud Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 12. ViSTA-TV approach Ra@ng  agencies Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 13. ViSTA-TV approach Ra@ng  agencies Recommen-­‐da@on Engine Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 14. ViSTA-TV approach Ra@ng  agencies Recommen-­‐ da5ons Recommen-­‐da@on Engine Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 15. ViSTA-TV approach Ra@ng  agencies Recommen-­‐ da5ons Recommen-­‐da@on Engine Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 16. ViSTA-TV approach Ra@ng  agencies Recommen-­‐ Apps da5ons Recommen-­‐da@on Engine Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 17. ViSTA-TV approach Ra@ng  agencies Consumers Recommen-­‐ Apps da5ons Recommen-­‐da@on Engine Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 18. ViSTA-TV approach Ra@ng  agencies Consumers Recommen-­‐ Apps da5ons Recommen-­‐da@on Engine Behavior  Data Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 19. ViSTA-TV approach Ra@ng  agencies Consumers Recommen-­‐ Apps da5ons Recommen-­‐da@on Engine Behavior  Data Adver@sers Behavior Behavior  data   Data Providers Content  Providers IPTV-­‐Providers Raw  Data Raw  Data Data  Enrichment Tag-­‐Stream Data  Warehouse Tag-­‐Stream Engine Metadata ata LOD  Cloud  D E xt. Linked ViSTA-­‐TV OpenData Pla*orm http://vista-tv.eu 3 Tuesday, 12 June 2012
  • 20. http://vista-tv.eu 4 Tuesday, 12 June 2012