Incorporating Guest Preferences into Collaborative Filtering for Hotel Recommendation.
Fumiyo FukumotoHiroki SugiyamaYoshimi SuzukiSuguru MatsuyoshiPublished in: KDIR (2014)
Keyphrases
- collaborative filtering
- user preferences
- making recommendations
- recommender systems
- recommendation systems
- matrix factorization
- personalized recommendation
- data sparsity
- user similarity
- user behavior
- preference model
- user profiles
- recommendation algorithms
- virtual machine
- user specific
- user ratings
- collaborative filtering algorithms
- demographic information
- latent factor models
- product recommendation
- decision making
- online dating
- hybrid recommendation
- content based filtering
- collaborative filtering recommendation
- travel time
- recommendation quality
- pearson correlation coefficient
- cold start problem
- movie recommendation
- rating prediction
- deal with information overload
- search engine
- web page recommendation
- relevance feedback
- transfer learning
- user interests
- information filtering
- soft constraints
- implicit feedback
- collaborative recommendation
- cold start