EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation.
Shaorun ZhangZhiyu HeZiyi YePeijie SunQingyao AiMin ZhangYiqun LiuPublished in: SIGIR (2024)
Keyphrases
- weakly labeled
- user preferences
- physiological signals
- brain computer interface
- recommender systems
- collaborative filtering
- recommendation systems
- eeg signals
- web page recommendation
- brain activity
- video data
- human actions
- motor imagery
- training data
- manually labeled
- user feedback
- signal processing
- frequency band
- multimedia
- information overload
- eeg data
- end users
- long tail
- human computer interaction
- event related
- user interface
- video dataset
- user satisfaction
- user ratings
- recommendation algorithms
- relevance feedback
- cold start problem
- video analysis
- training set
- video clips
- item recommendation
- video content
- video streams