Interactive mining and retrieval from process traces

作者:

Highlights:

• We combine process model construction, path retrieval from model and trace retrieval.

• Model construction aims at balancing overfitting vs. underfitting.

• Model construction is interactive and incremental.

• We allow path/trace retrieval in response to partially specified patterns.

• Trace retrieval is made efficient by using an index.

摘要

•We combine process model construction, path retrieval from model and trace retrieval.•Model construction aims at balancing overfitting vs. underfitting.•Model construction is interactive and incremental.•We allow path/trace retrieval in response to partially specified patterns.•Trace retrieval is made efficient by using an index.

论文关键词:Business process management,Information search and retrieval,Knowledge representation and reasoning

论文评审过程:Received 20 February 2018, Revised 11 May 2018, Accepted 31 May 2018, Available online 1 June 2018, Version of Record 5 June 2018.

论文官网地址:https://doi.org/10.1016/j.eswa.2018.05.041