Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems.
Chih-Ming ChenPo-Chuan ChienYu-Ching LinMing-Feng TsaiYi-Hsuan YangPublished in: RecSys Posters (2015)
Keyphrases
- cold start problem
- recommender systems
- cold start
- collaborative filtering
- user profiles
- data sparsity
- item based collaborative filtering
- matrix factorization
- personalized recommendation
- collaborative recommendation
- audio features
- user preferences
- information retrieval
- implicit feedback
- user generated content
- tag recommendation
- information overload
- user interests
- user model
- website