Mining individual daily commuting patterns of dockless bike-sharing users: a two-layer framework integrating spatiotemporal flow clustering and rule-based decision trees.
Caigang ZhuangShaoying LiXiaoping LiuPublished in: CoRR (2024)
Keyphrases
- decision trees
- k means
- frequent patterns
- multiple data streams
- clustering algorithm
- mining algorithm
- pattern mining
- individual user
- emerging patterns
- clustering method
- web logs
- interesting patterns
- pattern discovery
- user centric
- usage patterns
- data mining
- machine learning
- periodic patterns
- actionable knowledge
- spatiotemporal patterns
- sequential pattern mining
- web mining
- association rule mining
- data mining techniques
- collaborative filtering
- end users
- recommender systems
- website
- social networks