Text Stream to Temporal Network - A Dynamic Heartbeat Graph to Detect Emerging Events on Twitter.
Zafar SaeedRabeeh Ayaz AbbasiAbida SadafMuhammad Imran RazzakGuandong XuPublished in: PAKDD (2) (2018)
Keyphrases
- dynamic networks
- emerging topics
- text streams
- temporal patterns
- temporal information
- temporal relations
- temporal data
- information propagation
- temporal behavior
- network structure
- news media
- social networks
- small world
- information diffusion
- text mining
- temporal ordering
- time stamped
- social media
- event detection
- online social networks
- temporal relationships
- clustering coefficient
- spanning tree
- complex networks
- event streams
- causal interactions
- text data
- real world events
- temporal constraints
- polarity classification
- degree distribution
- temporal dependencies
- online social
- power law degree distribution
- random graphs
- data streams
- path length
- graph theory
- peer to peer
- structured data
- social networking
- video sequences
- spatio temporal
- social graphs
- directed graph
- community structure
- temporal structure
- temporal reasoning
- weighted graph
- twitter users
- event sequences