Matrix Factorisation with Word Embeddings for Rating Prediction on Location-Based Social Networks.
Jarana ManotumruksaCraig MacdonaldIadh OunisPublished in: ECIR (2017)
Keyphrases
- matrix factorisation
- rating prediction
- location based social networks
- matrix factorization
- collaborative filtering
- sentiment analysis
- co occurrence
- customer reviews
- social networks
- recommender systems
- em algorithm
- pairwise
- dimensionality reduction
- sentence level
- human mobility
- image segmentation
- mobile devices
- machine learning
- online social networks
- opinion mining
- social influence
- learning algorithm