Social Topic Modeling for Point-of-Interest Recommendation in Location-Based Social Networks.
Bo HuMartin EsterPublished in: ICDM (2014)
Keyphrases
- topic modeling
- location based social networks
- social networks
- topic models
- collaborative filtering
- social influence
- human mobility
- user generated
- location based services
- online social networks
- social interaction
- latent dirichlet allocation
- user preferences
- text mining
- social relationships
- social media
- text classification
- social networking
- social ties
- link prediction
- recommender systems
- probabilistic model
- training data
- feature space
- multi label classification
- spatial data
- human behavior
- social network analysis