EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation.
Shaorun ZhangZhiyu HeZiyi YePeijie SunQingyao AiMin ZhangYiqun LiuPublished in: CoRR (2024)
Keyphrases
- weakly labeled
- user preferences
- recommender systems
- physiological signals
- collaborative filtering
- recommendation systems
- user feedback
- eeg signals
- user interface
- brain computer interface
- brain activity
- information overload
- manually labeled
- motor imagery
- video streams
- user profiles
- event related
- product recommendation
- user engagement
- multimedia
- web page recommendation
- frequency band
- training data
- user interaction
- video data
- human actions
- video retrieval
- cognitive states
- user ratings
- cold start problem
- browsing behavior
- helping users
- affective computing
- long tail
- signal processing
- affect recognition
- relevance feedback
- training set
- closed captions