DOCEL logs
收藏arXiv2023-09-25 更新2024-08-06 收录
下载链接：
http://arxiv.org/abs/2309.14092v1
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资源简介：
DOCEL logs是由鲁汶信息系统研究学院创建的数据集，旨在支持对象中心的过程分析。该数据集包含100个订单的模拟执行过程，涵盖了动态属性和多种AND和OR-门控以及循环，这些元素在实际业务流程中常见。数据集通过特定的日志生成器创建，允许用户调整多种参数以生成不同需求的日志。DOCEL logs特别关注于捕捉对象在其生命周期中的属性变化，解决了传统OCEL格式在处理动态属性方面的局限性。该数据集的应用领域主要集中在过程挖掘技术的发展和评估，特别是那些需要考虑动态属性的新技术。
DOCEL logs is a dataset created by the Research Institute of Information Systems, KU Leuven, aimed at supporting object-centric process analysis. This dataset contains simulated execution processes for 100 orders, covering dynamic attributes, various AND and OR gateways, and loops—elements commonly seen in real-world business processes. It was developed using a dedicated log generator, which allows users to adjust multiple parameters to generate logs tailored to different requirements. DOCEL logs specifically focuses on capturing attribute changes of objects throughout their lifecycles, addressing the limitations of the traditional OCEL format in handling dynamic attributes. Its primary application areas center on the development and evaluation of process mining technologies, particularly novel techniques that need to account for dynamic attributes.
提供机构：
鲁汶信息系统研究学院 (LIRIS), 鲁汶大学
创建时间：
2023-09-25
