Every apprentice needs a master: Feedback-based effectiveness improvements for process model matching

作者：

Highlights：

• Combining process model matchers with human feedback in a mixed-initiative system.

• Manual corrections to proposed alignments provide domain specific knowledge.

• Learning from such corrections can increase the effectiveness drastically.

• Systematic user guidance maximizes effectiveness gains and minimizes human workload.

摘要

•Combining process model matchers with human feedback in a mixed-initiative system.•Manual corrections to proposed alignments provide domain specific knowledge.•Learning from such corrections can increase the effectiveness drastically.•Systematic user guidance maximizes effectiveness gains and minimizes human workload.

论文关键词：Process model matching,Process model collection management,Mixed-initiative systems,BPM

论文评审过程：Received 26 August 2019, Revised 27 June 2020, Accepted 27 July 2020, Available online 4 August 2020, Version of Record 22 August 2020.

论文官网地址：https://doi.org/10.1016/j.is.2020.101612