Exploiting concept drift to predict popularity of social multimedia in microblogs.
Cheng-Te LiMan-Kwan ShanShih-Hong JhengKuan-Ching ChouPublished in: Inf. Sci. (2016)
Keyphrases
- concept drift
- social media
- microblog posts
- multimedia
- data streams
- streaming data
- drift detection
- drifting concepts
- non stationary
- classification algorithm
- evolving data streams
- data distribution
- change detection
- social networking
- incremental clustering
- data stream classification
- social networks
- data stream mining
- batch learning
- user generated content
- learning environment
- decision trees
- data sets
- data model
- concept descriptions
- sina weibo
- training data