Mining and clustering mobility evolution patterns from social media for urban informatics.
Chien-Cheng ChenMeng-Fen ChiangWen-Chih PengPublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- social media
- multiple data streams
- pattern mining
- pattern extraction
- mobility data
- data mining techniques
- pattern discovery
- data mining tasks
- frequent patterns
- emerging patterns
- sequential patterns
- k means
- repeating patterns
- interesting patterns
- similar patterns
- human mobility
- clustering algorithm
- temporal evolution
- previously unknown
- frequent pattern mining
- periodic patterns
- data mining
- mining frequent
- hierarchical clustering
- clustering method
- mining algorithm
- sequential pattern mining
- big data
- association rule mining
- knowledge discovery
- data points
- data mining algorithms
- closed patterns
- transactional data
- mining patterns
- discovering interesting
- heterogeneous information networks
- indirect association
- social networks
- interestingness measures
- mobile agents
- text mining
- data streams
- association patterns
- subspace clusters
- categorical data
- temporal patterns
- data clustering
- web mining
- mobility patterns
- association rules
- data structure