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

2http://vista-tv.eu

Tuesday, 12 June 2012

Data  EnrichmentEngine

Content  Providers IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Raw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Data  EnrichmentEngine

Content  Providers IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Data  EnrichmentEngine

Content  Providers

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Data  EnrichmentEngine

Content  Providers

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

ViSTA-­‐TVPla*orm

Tag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

Recommen-­‐da5ons

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

Recommen-­‐da5ons

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Apps

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

Recommen-­‐da5ons

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Consumers

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Apps

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

Recommen-­‐da5ons

BehaviorData

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Consumers

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Apps

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

Recommen-­‐da5ons

BehaviorData

Behavior  Data

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

Behavior  data  Providers

Data  EnrichmentEngine

Consumers

Content  Providers

Adver@sers

Ra@ng  agencies

LOD  Cloud

Data  Warehouse

IPTV-­‐Providers

Recommen-­‐da@onEngine

ViSTA-­‐TVPla*orm

Apps

Tag-­‐StreamTag-­‐StreamRaw  Data

Ext.  Data

LinkedOpenData

Metadata

Recommen-­‐da5ons

BehaviorData

Behavior  Data

Raw  Data

ViSTA-TV approach

http://vista-tv.eu 3

Tuesday, 12 June 2012

http://vista-tv.eu 4

Tuesday, 12 June 2012