Algorithm for α-β Subgraph Isomorphism Problem on Uncertain Graph
Jianzhong Li
Abstract
Jianzhong Li
Abstract
Subgraph query in graph set returns data graph containing query graph.When the query graph and data graph both are uncertain,this paper proposes a definition of subgraph isomorphism between uncertain graphs and a definition of α-β subgraph isomorphism matching.Expectation subgraph isomorphism between uncertain graphs is a direct extension of subgraph isomorphism between deterministic graphs on probability graph model.There are two parameters α and β which are the thresholds to restrict quality of matching between query graph and data graph.This paper elaborates features of α-β subgraph isomorphism matching in detail,analyzes the differences between it and expectation subgraph isomorphism,meanwhile proposes α-β subgraph isomorphism matching decision algorithm.
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Subgraph query in graph set returns data graph containing query graph.When the query graph and data graph both are uncertain,this paper proposes a definition of subgraph isomorphism between uncertain graphs and a definition of α-β subgraph isomorphism matching.Expectation subgraph isomorphism between uncertain graphs is a direct extension of subgraph isomorphism between deterministic graphs on probability graph model.There are two parameters α and β which are the thresholds to restrict quality of matching between query graph and data graph.This paper elaborates features of α-β subgraph isomorphism matching in detail,analyzes the differences between it and expectation subgraph isomorphism,meanwhile proposes α-β subgraph isomorphism matching decision algorithm.
Key concepts: Subgraph isomorphism problem, Induced subgraph isomorphism problem, Graph isomorphism, Graph factorization, Distance-hereditary graph, Factor-critical graph, Graph automorphism, Graph homomorphism