A Recommender Agent for Software Libraries: An Evaluation of Memory-Based and Model-Based Collaborative Filtering.
Frank McCareyMel Ó CinnéideNicholas KushmerickPublished in: IAT (2006)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- user preferences
- software systems
- multi agent systems
- multi agent
- recommendation systems
- data sparsity
- multiagent systems
- intelligent agents
- software architecture
- making recommendations
- user profiles
- interval estimation
- agent technology
- multimedia
- multiple agents
- software design
- agent systems
- agent based systems
- bug localization
- autonomous agents
- mobile agents
- dynamic environments
- computer systems
- user interface
- evaluation method
- software tools
- development process
- decision making
- test cases
- personalized recommendation
- user ratings
- cold start
- source code
- cooperative
- probabilistic matrix factorization
- e learning