AudioLens: Audio-Aware Video Recommendation for Mitigating New Item Problem.
Mohammad Hossein RimazReza HosseiniMehdi ElahiFarshad Bakhshandegan MoghaddamPublished in: ICSOC Workshops (2020)
Keyphrases
- multimedia
- audio video
- user preferences
- personalized recommendation
- video data
- digital video
- scene change detection
- video content analysis
- visual data
- audio features
- multimedia processing
- video analysis
- video sequences
- video files
- video content
- multimedia information
- user ratings
- audio files
- latent factor models
- item recommendation
- audio signals
- video streams
- video material
- recommender systems
- audio stream
- digital audio
- collaborative filtering
- video frames
- audio content
- real time
- signal processing
- soccer video
- video signals
- broadcast news
- cold start
- cold start problem
- video clips
- risk management
- video copy detection
- long tail
- matrix factorization
- recommendation algorithms
- long video
- audio visual
- video indexing and retrieval
- hybrid recommendation
- key frames
- multimedia data
- media streams
- visual information
- audio visual content
- tag recommendation
- closed captions
- making recommendations
- story segmentation
- user interests
- recommendation systems
- video shots
- video indexing
- video scene