IKB-MS: A Collaborative Filtering Approach Associated with Human Visual Attention for Clothing Recommendation.
Emilia Alves NogueiraErnani Viriato de MeloElaine Ribeiro de FariaDenise GuliatoPublished in: WebMedia (2015)
Keyphrases
- visual attention
- collaborative filtering
- recommender systems
- visual saliency
- saliency map
- human behavior
- eye tracking
- visual search
- eye movements
- focus of attention
- data sparsity
- vision system
- recommendation systems
- visual perception
- personalized recommendation
- user preferences
- matrix factorization
- visual attention model
- visual processing
- natural scenes
- higher level
- eye fixations
- biological vision systems
- eye movement patterns
- user ratings
- latent factor models
- human subjects
- recommendation algorithms
- salient regions
- attention mechanism
- cold start
- cold start problem
- product recommendation
- human body
- natural images
- real time
- collaborative filtering algorithms
- image quality
- visual input
- eye tracking data
- human computer interaction
- web page recommendation
- user profiles
- visual saliency detection