Socially-aware video recommendation using users' profiles and crowdsourced annotations.
Marco BertiniAlberto Del BimboAndrea FerracaniFrancesco GelliDaniele MaddalunoDaniele PezzatiniPublished in: SAM@ACM Multimedia (2013)
Keyphrases
- recommender systems
- collaborative filtering
- user profiles
- online video
- information overload
- online dating
- recommendation systems
- user generated
- video annotation
- personal preferences
- mechanical turk
- recommendation algorithms
- user feedback
- data sparsity
- video content
- recommendation quality
- video data
- cold start problem
- meta information
- personal interests
- multimedia
- video streams
- social interaction
- information retrieval
- video sequences
- video sharing
- natural language descriptions
- cold start
- user model
- product recommendation
- public space
- user preferences
- content based filtering
- multimedia data
- multi agent
- video material
- textual descriptions
- individual user
- personalized services
- video retrieval
- tag recommendation
- social context
- user ratings