Social Tag Embedding for the Recommendation with Sparse User-Item Interactions.
Deqing YangLihan ChenJiaqing LiangYanghua XiaoWei WangPublished in: ASONAM (2018)
Keyphrases
- social tagging systems
- social tags
- tag recommendation
- user based collaborative filtering
- social tagging
- social context
- collaborative filtering
- recommender systems
- social bookmarking systems
- social annotations
- social behavior
- social recommendation
- personalized recommendation
- user profiles
- social interaction
- long tail
- social norms
- participatory simulation
- social networks
- social media
- recommendation systems
- user generated
- recommendation algorithms
- human interactions
- trust aware
- social factors
- social dynamics
- social networking
- behavioral patterns
- user preferences
- social roles
- high dimensional
- sparse representation
- face to face interactions
- teacher student
- personal interests
- social networking websites
- message exchange
- vector space
- knowledge sharing
- rfid tags
- data hiding
- social relationships
- social connections
- turn taking
- personal preferences
- tag clouds
- user interests
- communication patterns
- dimensionality reduction
- social web