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Titlebook: Unearthing the Real Process Behind the Event Data; The Case for Increas Gert Janssenswillen Book 2021 Springer Nature Switzerland AG 2021 B

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書目名稱Unearthing the Real Process Behind the Event Data
副標題The Case for Increas
編輯Gert Janssenswillen
視頻videohttp://file.papertrans.cn/942/941882/941882.mp4
概述Received the BPM 2020 Dissertation Award for an outstanding thesis in the field of business process management.Introduces the concept of “process realism” by combining methods from process discovery a
叢書名稱Lecture Notes in Business Information Processing
圖書封面Titlebook: Unearthing the Real Process Behind the Event Data; The Case for Increas Gert Janssenswillen Book 2021 Springer Nature Switzerland AG 2021 B
描述.This book is a revised version of the PhD dissertation written by the author at Hasselt University in Belgium. .This dissertation introduces the concept of process realism. Process realism is approached from two perspectives in this dissertation. First, quality dimensions and measures for process discovery are analyzed on a large scale and compared with each other on the basis of empirical experiments. It is shown that there are important differences between the different quality measures in terms of feasibility, validity and sensitivity. Moreover, the role and meaning of the generalization dimension is unclear. Second, process realism is also tackled from a data point of view. By developing a transparent and extensible tool-set, a framework is offered to analyze process data from different perspectives. From both perspectives, recommendations are made for future research, and a call is made to give the process realism mindset a central place within process mining analyses...In 2020, the PhD dissertation won the “BPM Dissertation Award”, granted to outstanding PhD theses in the field of Business Process Management..
出版日期Book 2021
關(guān)鍵詞BPM; Business Process Management; Process Mining; Process Discovery; Empirical Methods; BPM Dissertation
版次1
doihttps://doi.org/10.1007/978-3-030-70733-0
isbn_softcover978-3-030-70732-3
isbn_ebook978-3-030-70733-0Series ISSN 1865-1348 Series E-ISSN 1865-1356
issn_series 1865-1348
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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Process RealismIn current times, organisations possess a tremendous amount of data concerning their customers, products and processes.
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Introduction to Conformance CheckingIn this chapter, a further introduction to the domain of process mining and some essential notations are provided in Sect.?..
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Calculating the Number of Distinct Paths in a Block-Structured ModelWhen formalising the quality dimensions in the previous chapter, we already slightly touched upon the difficulties that exist in quantifying process behaviour.
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Reassessing the Quality FrameworkThe results of process discovery and consecutive analyses are often directly based on a sample of event data that may not have captured all possible/actual behaviour correctly or completely.
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Towards Mature Conformance CheckingA summary of the results of the previous chapters is shown in Table?.. In the subsequent Sections, the results will be described in more detail for each dimensions, and recommendations on the usage and future development of measures will be given.
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