arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2403.01982cs.DB
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OCEL 2.0 资源 —— www.ocel-standard.org

OCEL 2.0 Resources -- www.ocel-standard.org

Istvan Koren, Niklas Adams, Alessandro Berti

AI总结:

本文介绍 OCEL 2.0 标准网站,集中提供规范、示例日志与工具支持,以解决 OCEL 1.0 在对象关系、限定符和演化属性方面的不足。

摘要:

过去几年中,过程挖掘已成为过程分析与改进的基石。随着过程挖掘工具和库的广泛采用,传统过程挖掘在处理具有多个案例标识符的事件数据(即以对象为中心的事件数据)方面的局限性已变得十分明显。作为回应,以对象为中心的过程挖掘这一子领域已经形成,其中包括以 OCEL 1.0 形式开展的文件格式标准化尝试,统一了此前在捕获以对象为中心的事件数据方面的发展所形成的洞见。然而,研究人员与从业者之间的讨论表明,所提出的 OCEL 1.0 标准还不够深入。OCEL 2.0 已被提出作为一项先进的改进,包含规范性且显式的对象到对象关系、用于对象到对象以及事件到对象关系的限定符,以及不断演化的对象属性值。本演示展示了可通过 URL https://www.ocel-standard.org 访问的 OCEL 2.0 网站,该网站作为一站式平台,提供详细规范、示例事件日志和广泛的工具支持,以促进该格式的采用。

英文摘要:

Process mining has become a cornerstone of process analysis and improvement over the last few years. With the widespread adoption of process mining tools and libraries, the limitations of traditional process mining to deal with event data with multiple case identifiers, i.e., object-centric event data, have become apparent. As a response, the subfield of object-centric process mining has formed, including a file format standardization attempt in the form of OCEL 1.0, unifying the insights of previous developments in capturing object-centric event data. However, discussions among researchers and practitioners have shown that the proposed OCEL 1.0 standard does not go far enough. OCEL 2.0 has been proposed as an advanced refinement, including normative and explicit object-to-object relationships, qualifiers for object-to-object and event-to-object relationships, and evolving object attribute values. This demonstration presents the OCEL 2.0 website available under the URL https://www.ocel-standard.org as a one-stop shop for the detailed specification, example event logs, and broad tool support to facilitate the adoption of the format.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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