An unconventional clustering problem: User Service Profile Optimization.
Fabio D'AndreagiovanniGiuseppe CairePublished in: ISIT (2016)
Keyphrases
- user profiles
- end users
- clustering algorithm
- user interface
- user oriented
- user interaction
- global optimization
- clustering method
- categorical data
- web services
- k means
- optimization problems
- hierarchical clustering
- information theoretic
- user requirements
- optimization algorithm
- user model
- management system
- information services
- online services
- alternating optimization
- service discovery
- user centric
- individual user
- neural network
- constrained optimization
- data clustering
- user preferences
- service providers
- unsupervised learning
- recommender systems
- mobile devices
- information retrieval