Recent years have seen the emergence of object-centric process mining techniques. Born as a response to the limitations of traditional process mining in analyzing event data from prevalent information systems like CRM and ERP, these techniques aim to tackle the deficiency, convergence, and divergence issues seen in traditional event logs. Despite the promise, the adoption in real-world process mining analyses remains limited. This paper embarks on a comprehensive literature review of object-centric process mining, providing insights into the current status of the discipline and its historical trajectory.
翻译:近年来,面向对象流程挖掘技术逐渐兴起。这些技术旨在克服传统流程挖掘在分析CRM、ERP等常见信息系统事件数据时存在的局限性,解决传统事件日志中出现的不足、汇聚及发散问题。然而,尽管前景广阔,其在现实世界流程挖掘分析中的应用仍然有限。本文对面向对象流程挖掘进行了全面的文献综述,揭示了该学科的发展现状及其历史演变轨迹。