Inferring Sentiment from Web Images with Joint Inference on Visual and Social Cues: A Regulated Matrix Factorization Approach.
Yilin WangYuheng HuSubbarao KambhampatiBaoxin LiPublished in: ICWSM (2015)
Keyphrases
- matrix factorization
- web images
- joint inference
- visual features
- image search
- collaborative filtering
- image annotation
- information extraction
- recommender systems
- probabilistic model
- missing data
- web pages
- conditional random fields
- graphical models
- visual information
- social networks
- image understanding
- high level
- multi modal
- exact inference
- image classification
- pairwise
- multiscale
- computer vision