Personalized Video Recommendation Integrating User Portrait and Collaborative Filtering.
Shuangni ChengMiao LiuWanjing CaoPublished in: AHFE (17) (2021)
Keyphrases
- browsing behavior
- collaborative filtering
- user behavior
- user feedback
- user profiles
- user preferences
- personalized recommendation
- recommender systems
- user interests
- product recommendation
- information filtering
- recommendation systems
- video streams
- user specific
- user modeling
- matrix factorization
- individual user
- video sequences
- recommendation algorithms
- multimedia
- implicit feedback
- online video
- making recommendations
- video data
- user profiling
- data sparsity
- e learning
- personalized information
- personalized search
- recommendation quality
- video content
- collaborative recommendation
- web page recommendation
- user centered
- collaborative filtering recommendation
- item based collaborative filtering
- item recommendation
- content based filtering
- user experience
- cold start
- user model
- personalized services
- video clips
- user ratings
- information overload
- user requirements