A survey of frequent subgraph mining algorithms

Chuntao Jiang, Frans Coenen, Michele Zito
2012 Knowledge engineering review (Print)  
Graph mining is an important research area within the domain of data mining. The field of study concentrates on the identification of frequent subgraphs within graph data sets. The research goals are directed at: (i) effective mechanisms for generating candidate subgraphs (without generating duplicates) and (ii) how best to process the generated candidate subgraphs so as to identify the desired frequent subgraphs in a way that is computationally efficient and procedurally effective. This paper
more » ... resents a survey of current research in the field of frequent subgraph mining, and proposed solutions to address the main research issues.
doi:10.1017/s0269888912000331 fatcat:pxye65ayvzgevplfpkjhwissn4