Vista-TV overview

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Presentation European Data Forum, Copenhagen, 6-7 June 2012, http://www.data-forum.eu/

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