Inferring user image-search goals by mining query logs with semi-supervised spectral clustering.
Zheng LuXiaokang YangWeiyao LinXiaoling ChenHongyuan ZhaPublished in: VCIP (2012)
Keyphrases
- image search
- spectral clustering
- query logs
- semi supervised
- relevance feedback
- query suggestion
- user queries
- search query logs
- pairwise
- web search
- image retrieval
- web search engines
- clustering method
- visual features
- image classification
- search engine
- image collections
- image annotation
- data clustering
- user goals
- clustering algorithm
- k means
- information retrieval systems
- image segmentation
- semi supervised learning
- supervised learning
- data mining
- user interaction
- user profiles
- information extraction
- query terms
- labeled data
- multimedia
- image processing
- data mining techniques
- text mining
- information retrieval