Causation Generalization Through the Identification of Equivalent Nodes in Causal Sparse Graphs Constructed from Text using Node Similarity Strategies.
Brett DruryJorge Carlos Valverde-RebazaAlneu de Andrade LopesPublished in: SIMBig (2015)
Keyphrases
- directed graph
- graph structure
- undirected graph
- densely connected
- finding the shortest path
- strongly connected
- causal reasoning
- directed acyclic graph
- nodes of a graph
- betweenness centrality
- edge weights
- graph structures
- causal inferences
- root node
- weighted graph
- neighboring nodes
- shortest path
- distance measure
- text mining
- causal models
- maximum common subgraph
- small world networks
- random walk
- intermediate nodes
- similarity measure
- spanning tree
- destination node
- high dimensional
- adjacency matrix
- tree nodes
- source node
- causal inference
- parent child
- network nodes
- minimum cost
- complex networks
- network structure
- causal relationships
- node selection
- keywords
- social networks
- connected graphs
- bayesian networks
- sensor networks
- small world
- tree structure
- indirect effects
- labeled trees
- similarity function
- graph matching
- hidden nodes
- real world networks