Discovering data transfer routines from user interaction logs
作者：
Highlights：
• This paper presents an approach to discover executable specifications for RPA.
• The approach takes as input a log of User Interactions from one or more process workers.
• The approach produces an executable specification that can be compiled into an RPA bot.
• The approach is evaluated on synthetic and real-life logs.
• The evaluation reports on its execution times and ability to accurately discover routines.
• The evaluation shows that the approach is able to rediscover routines present in a log.
• The approach identifies automatable routines that users recognize as such in real-life logs.
摘要
•This paper presents an approach to discover executable specifications for RPA.•The approach takes as input a log of User Interactions from one or more process workers.•The approach produces an executable specification that can be compiled into an RPA bot.•The approach is evaluated on synthetic and real-life logs.•The evaluation reports on its execution times and ability to accurately discover routines.•The evaluation shows that the approach is able to rediscover routines present in a log.•The approach identifies automatable routines that users recognize as such in real-life logs.
论文关键词：Robotic process automation,Robotic process mining,UI log
论文评审过程：Received 10 February 2021, Revised 25 September 2021, Accepted 13 October 2021, Available online 27 October 2021, Version of Record 26 March 2022.
论文官网地址：https://doi.org/10.1016/j.is.2021.101916
