SlideShare a Scribd company logo
1 of 15
Predicting Future User Behaviour in Interactive Live TV
EuroITV 2008 – Salzburg – July, 3rd 2008

Martin Gude                     Stefan M. Grünvogel              Andreas Pütz
martin.gude@nexum.de            stefan.gruenvogel@fh-koeln.de    andreas.puetz@pixelpark.com




       Maarweg 149-161   Tel.: +49-221-770-1400   www.nexum.de
       50825 Köln        Fax: +49-221-770-1365
Overview   Requirements for Recommender Systems in live Environments
           Development of the Recommender System
           Evaluation
           Conclusion
Requirements for Recommender Systems
in live Environments
    Development of the Recommender System
    Evaluation
    Conclusion
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV
EuroITV: Predicting future User Behaviour in interactive live TV

More Related Content

Similar to EuroITV: Predicting future User Behaviour in interactive live TV

Cloud based OTT Video Services : a business case analysis
Cloud based OTT Video Services : a business case analysisCloud based OTT Video Services : a business case analysis
Cloud based OTT Video Services : a business case analysis
Ericsson France
 
How to maximize multiscreen video service
How to maximize multiscreen video serviceHow to maximize multiscreen video service
How to maximize multiscreen video service
QuickPlay Media
 
The Software Engineering Profession SWE311The Software Enginee.docx
The Software Engineering Profession SWE311The Software Enginee.docxThe Software Engineering Profession SWE311The Software Enginee.docx
The Software Engineering Profession SWE311The Software Enginee.docx
ssusera34210
 
Improving Quality through Continuous Integration - A case study of CollabNet
Improving Quality through Continuous Integration - A case study of CollabNetImproving Quality through Continuous Integration - A case study of CollabNet
Improving Quality through Continuous Integration - A case study of CollabNet
Venkat Janardhanam, MS, MBA
 
exfo_webinar_customer-experience-driven-troubleshooting_89141
exfo_webinar_customer-experience-driven-troubleshooting_89141exfo_webinar_customer-experience-driven-troubleshooting_89141
exfo_webinar_customer-experience-driven-troubleshooting_89141
Janne Tanninen
 
How to create a medical device proof of-concept prototype overnight
How to create a medical device proof of-concept prototype overnightHow to create a medical device proof of-concept prototype overnight
How to create a medical device proof of-concept prototype overnight
Qt
 
Technologies in Media and Entertainment Industry
Technologies in Media and Entertainment Industry Technologies in Media and Entertainment Industry
Technologies in Media and Entertainment Industry
Kaustuv Chatterjee
 
Rahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - Copy
Rahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - CopyRahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - Copy
Rahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - Copy
Rahul Auti
 

Similar to EuroITV: Predicting future User Behaviour in interactive live TV (20)

Improving IMDb Movie Recommendations with Interactive Settings and Filters
Improving IMDb Movie Recommendations with Interactive Settings and FiltersImproving IMDb Movie Recommendations with Interactive Settings and Filters
Improving IMDb Movie Recommendations with Interactive Settings and Filters
 
Cloud based OTT Video Services : a business case analysis
Cloud based OTT Video Services : a business case analysisCloud based OTT Video Services : a business case analysis
Cloud based OTT Video Services : a business case analysis
 
Siva_resume
Siva_resumeSiva_resume
Siva_resume
 
Better Together: Player + Analytics Webinar
Better Together: Player + Analytics WebinarBetter Together: Player + Analytics Webinar
Better Together: Player + Analytics Webinar
 
How to maximize multiscreen video service
How to maximize multiscreen video serviceHow to maximize multiscreen video service
How to maximize multiscreen video service
 
Real-time Video Quality Assessment for Analog Television Based on Adaptive Fu...
Real-time Video Quality Assessment for Analog Television Based on Adaptive Fu...Real-time Video Quality Assessment for Analog Television Based on Adaptive Fu...
Real-time Video Quality Assessment for Analog Television Based on Adaptive Fu...
 
Tips for Selecting an Enterprise YouTube
Tips for Selecting an Enterprise YouTubeTips for Selecting an Enterprise YouTube
Tips for Selecting an Enterprise YouTube
 
The Software Engineering Profession SWE311The Software Enginee.docx
The Software Engineering Profession SWE311The Software Enginee.docxThe Software Engineering Profession SWE311The Software Enginee.docx
The Software Engineering Profession SWE311The Software Enginee.docx
 
Continuous Performance Testing: The New Standard
Continuous Performance Testing: The New StandardContinuous Performance Testing: The New Standard
Continuous Performance Testing: The New Standard
 
Ankit_Sharma
Ankit_SharmaAnkit_Sharma
Ankit_Sharma
 
Deploying AI Applications in Enterprises
Deploying AI Applications in EnterprisesDeploying AI Applications in Enterprises
Deploying AI Applications in Enterprises
 
Improving Quality through Continuous Integration - A case study of CollabNet
Improving Quality through Continuous Integration - A case study of CollabNetImproving Quality through Continuous Integration - A case study of CollabNet
Improving Quality through Continuous Integration - A case study of CollabNet
 
Data-Driven Software Testing: The New, Lean Approach to Quality
Data-Driven Software Testing: The New, Lean Approach to QualityData-Driven Software Testing: The New, Lean Approach to Quality
Data-Driven Software Testing: The New, Lean Approach to Quality
 
exfo_webinar_customer-experience-driven-troubleshooting_89141
exfo_webinar_customer-experience-driven-troubleshooting_89141exfo_webinar_customer-experience-driven-troubleshooting_89141
exfo_webinar_customer-experience-driven-troubleshooting_89141
 
How to create a medical device proof of-concept prototype overnight
How to create a medical device proof of-concept prototype overnightHow to create a medical device proof of-concept prototype overnight
How to create a medical device proof of-concept prototype overnight
 
Technologies in Media and Entertainment Industry
Technologies in Media and Entertainment Industry Technologies in Media and Entertainment Industry
Technologies in Media and Entertainment Industry
 
There's a fix for that: Top 5 OTT challenges & how to resolve them
There's a fix for that: Top 5 OTT challenges & how to resolve themThere's a fix for that: Top 5 OTT challenges & how to resolve them
There's a fix for that: Top 5 OTT challenges & how to resolve them
 
Rahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - Copy
Rahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - CopyRahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - Copy
Rahul_Auti_Sr. Test Engineer_Manual & Automation_Testing_6_Yrs - Copy
 
Faster apps. faster time to market. faster mean time to repair
Faster apps. faster time to market. faster mean time to repairFaster apps. faster time to market. faster mean time to repair
Faster apps. faster time to market. faster mean time to repair
 
Video Stabilization using Python and open CV
Video Stabilization using Python and open CVVideo Stabilization using Python and open CV
Video Stabilization using Python and open CV
 

Recently uploaded

MASTERING FOREX: STRATEGIES FOR SUCCESS.pdf
MASTERING FOREX: STRATEGIES FOR SUCCESS.pdfMASTERING FOREX: STRATEGIES FOR SUCCESS.pdf
MASTERING FOREX: STRATEGIES FOR SUCCESS.pdf
Cocity Enterprises
 
Call Girls in Yamuna Vihar (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in  Yamuna Vihar  (delhi) call me [🔝9953056974🔝] escort service 24X7Call Girls in  Yamuna Vihar  (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in Yamuna Vihar (delhi) call me [🔝9953056974🔝] escort service 24X7
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 

Recently uploaded (20)

✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
✂️ 👅 Independent Bhubaneswar Escorts Odisha Call Girls With Room Bhubaneswar ...
 
Fixed exchange rate and flexible exchange rate.pptx
Fixed exchange rate and flexible exchange rate.pptxFixed exchange rate and flexible exchange rate.pptx
Fixed exchange rate and flexible exchange rate.pptx
 
Collecting banker, Capacity of collecting Banker, conditions under section 13...
Collecting banker, Capacity of collecting Banker, conditions under section 13...Collecting banker, Capacity of collecting Banker, conditions under section 13...
Collecting banker, Capacity of collecting Banker, conditions under section 13...
 
7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options
 
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
2999,Vashi Fantastic Ellete Call Girls📞📞9833754194 CBD Belapur Genuine Call G...
 
Strategic Resources May 2024 Corporate Presentation
Strategic Resources May 2024 Corporate PresentationStrategic Resources May 2024 Corporate Presentation
Strategic Resources May 2024 Corporate Presentation
 
Webinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumWebinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech Belgium
 
Business Principles, Tools, and Techniques in Participating in Various Types...
Business Principles, Tools, and Techniques  in Participating in Various Types...Business Principles, Tools, and Techniques  in Participating in Various Types...
Business Principles, Tools, and Techniques in Participating in Various Types...
 
Benefits & Risk Of Stock Loans
Benefits & Risk Of Stock LoansBenefits & Risk Of Stock Loans
Benefits & Risk Of Stock Loans
 
MASTERING FOREX: STRATEGIES FOR SUCCESS.pdf
MASTERING FOREX: STRATEGIES FOR SUCCESS.pdfMASTERING FOREX: STRATEGIES FOR SUCCESS.pdf
MASTERING FOREX: STRATEGIES FOR SUCCESS.pdf
 
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budgetCall Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Howrah ( 8250092165 ) Cheap rates call girls | Get low budget
 
Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...
Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...
Famous Kala Jadu, Black magic expert in Faisalabad and Kala ilam specialist i...
 
Pension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdfPension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdf
 
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
Call Girls in Benson Town / 8250092165 Genuine Call girls with real Photos an...
 
logistics industry development power point ppt.pdf
logistics industry development power point ppt.pdflogistics industry development power point ppt.pdf
logistics industry development power point ppt.pdf
 
cost-volume-profit analysis.ppt(managerial accounting).pptx
cost-volume-profit analysis.ppt(managerial accounting).pptxcost-volume-profit analysis.ppt(managerial accounting).pptx
cost-volume-profit analysis.ppt(managerial accounting).pptx
 
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai MultipleDubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
Dubai Call Girls Deira O525547819 Dubai Call Girls Bur Dubai Multiple
 
Seeman_Fiintouch_LLP_Newsletter_May-2024.pdf
Seeman_Fiintouch_LLP_Newsletter_May-2024.pdfSeeman_Fiintouch_LLP_Newsletter_May-2024.pdf
Seeman_Fiintouch_LLP_Newsletter_May-2024.pdf
 
falcon-invoice-discounting-unlocking-prime-investment-opportunities
falcon-invoice-discounting-unlocking-prime-investment-opportunitiesfalcon-invoice-discounting-unlocking-prime-investment-opportunities
falcon-invoice-discounting-unlocking-prime-investment-opportunities
 
Call Girls in Yamuna Vihar (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in  Yamuna Vihar  (delhi) call me [🔝9953056974🔝] escort service 24X7Call Girls in  Yamuna Vihar  (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in Yamuna Vihar (delhi) call me [🔝9953056974🔝] escort service 24X7
 

EuroITV: Predicting future User Behaviour in interactive live TV

  • 1. Predicting Future User Behaviour in Interactive Live TV EuroITV 2008 – Salzburg – July, 3rd 2008 Martin Gude Stefan M. Grünvogel Andreas Pütz martin.gude@nexum.de stefan.gruenvogel@fh-koeln.de andreas.puetz@pixelpark.com Maarweg 149-161 Tel.: +49-221-770-1400 www.nexum.de 50825 Köln Fax: +49-221-770-1365
  • 2. Overview Requirements for Recommender Systems in live Environments Development of the Recommender System Evaluation Conclusion
  • 3. Requirements for Recommender Systems in live Environments Development of the Recommender System Evaluation Conclusion