play out ,play in,replay event data :case ID, activity name,timestamp (每一行对应一个事件) XES标准,XES代表Extensible Event Stream,是 IEEE 流程挖掘工作组采用的标准。它与 CSV 文件不同,它已经解释了所有不同的列。可以将这些文件加载到 ProM 和 Disco 等 Process Mining 工具中。 并且无需进...
First book on process mining, bridging the gap between business process modeling and business intelligence and positioning process mining within the rapidly growing data science discipline This second edition includes over 150 pages of new material, e.g. on data quality, the relation to data science...
当然很多图形diagram软件也可以用来画流程图,但是就不具备一些流程检验、分析功能了。
This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a...
什么是流程挖掘 (Process Mining)? 流程挖掘是连接数据科学 (Data Science) 和流程科学 (Process Science) 的一系列相关技术。流程挖掘弥补了传统的基于模型 (Model-based)的流程分析(例如,仿真技术 (Simulation) 和其他业务流程管理技术)和以基于数据 (Date-based) 的分析技术 (例如,机器学习和数据挖掘)。 流程挖...
Process Mining:Data science in action 学习笔记 视频地址:https://www.bilibili.com/video/BV1xB4y1w7RF P2 1-1: 4 V’s of Big Data VOLUME 量大 VELOCITY 数据增长速度 VARIETY 种类多 VERACITY 真实性 Is on the interplay between event data and processes, and process models. ...
过程挖掘数据科学实战process mining data science in action9.pdf,Process Mining: Data Science in Action Conclusion: Data Science in Action prof.dr.ir. Wil van der Aalst ©Wil van der Aalst TU/e (use only with permission acknowledgements) Internet of Inte
过程挖掘数据科学实战process mining data science in action1and.pdf,Process Mining: Data Science in Action Data Science and Big Data prof.dr.ir. Wil van der Aalst ©Wil van der Aalst TU/e (use only with permission acknowledgements) Data is the new oil! I
Data science is the profession of the future, because organizations that are unable to use (big) data in a smart way will not survive. It is not sufficient to focus on data storage and data analysis. The data scientist also needs to relate data to process analysis. Process mining bridges ...
Process mining is a method of applying specialized algorithms to event log data to identify trends, patterns and details of how a process unfolds. Process mining applies data science to discover, validate and improveworkflows. By combiningdata miningand process analytics, organizations can mine log ...