Extending association rules with graph patterns

作者:

Highlights:

• Graph-pattern association rules can be used for discovering associations among entities in social networks.

• Parallel technique can significantly improve performance of frequent pattern mining.

• Graph-pattern association rules can be efficiently generated with code graph.

• Rules generated with maximal frequent patterns are very representative.

摘要

•Graph-pattern association rules can be used for discovering associations among entities in social networks.•Parallel technique can significantly improve performance of frequent pattern mining.•Graph-pattern association rules can be efficiently generated with code graph.•Rules generated with maximal frequent patterns are very representative.

论文关键词:

论文评审过程:Received 23 August 2018, Revised 23 August 2019, Accepted 24 August 2019, Available online 5 September 2019, Version of Record 17 September 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.112897