After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Par...
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...
VERACITY 真实性 Is on the interplay between event data and processes, and process models. Process mining use cases P3 1-2: Three types of mining : Process discovery 流程发现 Performance checking 一致性检查 Enhancement 增强 It is not just about collecting data , it's about analyzing processes. ...
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: Data science in Action https://www.coursera.org/learn/process-mining 阶段二:使用流程挖掘来改进流程 1)流程挖掘数据集 1.http://www.processmining.org/ 2.https://www.win.tue.nl/ieeetfpm/doku.php 3.https://data.4tu.nl/repository/ ...
1.coursera课程:Process Mining: Data science in Action 2.TU/ek课程:Introduction to Process Mining with ProM 3.TU/e课程:Process Mining in Healthcare 三、流程挖掘工具ProM 流程挖掘工具有很多,但目前用的最多的就是ProM,很多流程挖掘的研究人员都把自己的研究成果以插件的形式在ProM工具上实现,下面列出ProM...
and improving the user interface of an X-ray machine. All of these applications have in common that dynamic behavior needs to be related to process models. Hence, we refer to this as "data science in action". The course explains the key analysis techniques in process mining. Participants wil...
coursera课程:Process Mining: Data science in Action | Coursera (https://www.coursera.org/learn/process-mining) 但流程挖掘真正变得广为人知(目前其实还是非常小众的技术领域,但前景非常广阔)是由于 Celonis 这家公司。 Celonis初创于2011 年,总部位于慕尼黑。2021年8月24日宣布聘任 Van der Alst 教授为首席科...