A large scale machine learning system for recommending heterogeneous content in social networks.
Yanxin ShiDavid YeAndrey GoderSrinivas NarayananPublished in: SIGIR (2011)
Keyphrases
- machine learning
- social networks
- real world
- data mining
- online social
- social context
- small scale
- online communities
- social network analysis
- supervised learning
- social media
- recommender systems
- decision trees
- natural language processing
- text mining
- artificial intelligence
- machine learning algorithms
- learning tasks
- social interaction
- social networking sites
- multimedia
- social networking
- online social networks
- heterogeneous networks
- web content
- multimedia data
- complex networks
- machine learning methods
- computational intelligence
- networked data
- multimedia collections
- computer vision
- explanation based learning
- user generated content
- metadata
- community structure
- web documents
- user profiles
- information extraction
- support vector machine