2009 · 46 citations · 11 references
ComputingCommunicationInformation RetrievalRecommender SystemsUser Experience DesignCollaborative FilteringContent-based RecommendationContext-aware RecommendationOnline RecommendationRecommendation SystemsSocial MediaContext-aware Content RecommendationContextual RecommendationMultimedia RecommendationUser Preferences
The enormous offer of video content on the internet and its continuous growth make the selection process increasingly difficult for end-users. This overabundance of audio-visual material can be handled by a recommendation system that observes user preferences and assists people with finding interesting content. However, present-day recommendation systems focus on the metadata or the previous consumption behaviour to select the content but do not consider contextual information or social network relations.
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I tube, you tube, everybody tubes
Meeyoung Cha, Haewoon Kwak, Pablo Rodríguez et al. · 2007 · 1.6K citations · Full text
The Structure of Collaborative Tagging Systems
Scott A. Golder, Bernardo A. Huberman · ArXiv.org · 2005 · 837 citations · Full text
Clustering Methods for Collaborative Filtering
Lyle Ungar, Dean P. Foster · 1998 · 630 citations
Evaluation of Item-Based Top- <i>N</i> Recommendation Algorithms
George Karypis · 2001 · 587 citations