WSRec: A Collaborative Filtering Based Web Service Recommender System.
Zibin ZhengHao MaMichael R. LyuIrwin KingPublished in: ICWS (2009)
Keyphrases
- recommender systems
- collaborative filtering
- web services
- matrix factorization
- data sparsity
- user preferences
- information filtering
- recommendation quality
- web service composition
- information overload
- transfer learning
- business process
- service providers
- semantic web services
- service oriented
- user model
- service architecture
- xml technology
- cold start
- deal with information overload
- loosely coupled
- business processes
- service composition
- web service technology
- service discovery
- pearson correlation coefficient
- user profiles
- user feedback
- online dating
- hybrid recommendation
- making recommendations
- neighbor selection
- probabilistic matrix factorization
- user item rating
- web service selection
- collaborative filtering algorithms
- content based filtering
- product recommendation
- cold start problem
- recommendation systems
- user interests
- quality of service
- web applications
- composition of web services
- movie recommendation
- business applications
- bayesian networks