Graduate School and Research Center in Digital Sciences

On collaborative filtering techniques for Live TV and radio discovery and recommendation

Basso, Alessandro; Milanesio, Marco; Panisson, Andre; Ruffo, Giancarlo; Huemer, Christian; Setzer, Thomas

Book chapter in "Lecture Notes in Business Information Processing", 2011, Volume 85, Part 5

In order to integrate properly recording services with other streaming functionalities in a DMR (e.g., AppleTV, PS3) we need a way to put live TV and radio events into friendly catalogs. But recordings are based on parameters to be set by the users, such as timings and channels, and event discovery can be not trivial. Moreover, personalized recommendations strongly depend on the information quality of discovered events. In this paper, we propose a general collaborative strategy for discovering and recommending live events from recordings with different timings and settings. Then, we present an analysis of collaborative filtering algorithms using data generated by a real digital video and radio recorder.

Document Doi Bibtex

Title:On collaborative filtering techniques for Live TV and radio discovery and recommendation
Keywords:TV and Radio Broadcasts, Recommender Systems, Collaborative Filtering
Type:Book
Language:English
City:
Date:
Department:Data Science
Eurecom ref:3488
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in Book chapter in "Lecture Notes in Business Information Processing", 2011, Volume 85, Part 5 and is available at : http://dx.doi.org/10.1007/978-3-642-23014-1_13
Bibtex: @book{EURECOM+3488, doi = {http://dx.doi.org/10.1007/978-3-642-23014-1_13}, year = {2011}, title = {{O}n collaborative filtering techniques for {L}ive {TV} and radio discovery and recommendation}, author = {{B}asso, {A}lessandro and {M}ilanesio, {M}arco and {P}anisson, {A}ndre and {R}uffo, {G}iancarlo and {H}uemer, {C}hristian and {S}etzer, {T}homas}, publisher = {{B}ook chapter in "{L}ecture {N}otes in {B}usiness {I}nformation {P}rocessing", 2011, {V}olume 85, {P}art 5}, month = {09}, url = {http://www.eurecom.fr/publication/3488} }