A web search-centric approach to recommender systems with URLs as minimal user contexts.
W. K. ChanYuen Yau ChiuYuen-Tak YuPublished in: J. Syst. Softw. (2011)
Keyphrases
- recommender systems
- web search
- collaborative filtering
- user preferences
- user profiles
- web pages
- user model
- user modeling
- personalized search
- user profiling
- information overload
- implicit feedback
- user feedback
- user centric
- recommendation systems
- user interface
- search engine
- user clicks
- website
- user interests
- query logs
- user modelling
- personal preferences
- web searches
- end users
- product recommendation
- personalized services
- cold start problem
- search experience
- result lists
- recommendation quality
- cold start
- data sparsity
- anchor text
- search logs
- search result
- user satisfaction
- web search engines
- web documents