Learning alternative ways of performing a task

作者:

Highlights:

• Learning from experts requires learning from small and only positive examples.

• We present an inductive approach for learning multiple models of tasks.

• It can learn from few and only positive examples.

• Traditional machine learning techniques are not useful in such scenarios.

• Small set of meaningful examples is enough to obtain these models.

摘要

•Learning from experts requires learning from small and only positive examples.•We present an inductive approach for learning multiple models of tasks.•It can learn from few and only positive examples.•Traditional machine learning techniques are not useful in such scenarios.•Small set of meaningful examples is enough to obtain these models.

论文关键词:Task learning,Inductive learning,Process mining,Identifying strategies

论文评审过程:Received 4 August 2019, Revised 29 January 2020, Accepted 30 January 2020, Available online 31 January 2020, Version of Record 6 February 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113263