MINE GRAPH RULE: A New Cypher-like Operator for Mining Association Rules on Property Graphs.
Francesco CambriaFrancesco InverniciAnna BernasconiStefano CeriPublished in: CoRR (2024)
Keyphrases
- mining association rules
- association rules
- graph properties
- graph theory
- graph structure
- directed graph
- graph theoretic
- graph representation
- discovered association rules
- graph matching
- weighted graph
- labeled graphs
- graph databases
- adjacency matrix
- graph construction
- graph structures
- itemsets
- association rule mining
- graph mining
- subgraph isomorphism
- graph model
- graph clustering
- graph partitioning
- bounded degree
- random graphs
- graph data
- data mining
- undirected graph
- mining of association rules
- dynamic graph
- apriori algorithm
- bipartite graph
- quantitative association rules
- knowledge discovery
- graph kernels
- rule mining
- algorithm for mining association rules
- connected graphs
- data mining techniques
- spanning tree
- mining algorithm
- connected components
- random walk
- frequent itemsets
- incremental updating
- discovering association rules
- edge weights
- data structure
- structured data
- graph patterns
- social network analysis
- pattern mining
- community detection
- information retrieval
- machine learning