| 書目名稱 | Process Mining | | 副標題 | Discovery, Conforman | | 編輯 | Wil M. P. van der Aalst | | 視頻video | http://file.papertrans.cn/759/758973/758973.mp4 | | 概述 | First book on process mining, bridging the gap between business process modeling and business intelligence.Written by one of the most influential and most-cited computer scientists and the best-known | | 圖書封面 |  | | 描述 | .More and more information about business processes is recorded by information systems in the form of so-called “event logs”. Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than facts. Process mining is an emerging discipline based on process model-driven approaches and data mining. It not only allows organizations to fully benefit from the information stored in their systems, but it can also be used to check the conformance of processes, detect bottlenecks, and predict execution problems..Wil van der Aalst delivers the first book on process mining. It aims to be self-contained while covering the entire process mining spectrum from process discovery to operational support. In Part I, the author provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Part II focuses on process discovery as the most important process mining task. Part III moves beyond discovering the control flow of processes and highlights conformance checking, and organizational and time perspectives. Part IV guides the reader in successfully applying process mining in practice, including an introduction | | 出版日期 | Book 20111st edition | | 關(guān)鍵詞 | Business Information Systems; Business Intelligence; Business Process Management; Data Mining; Workflow | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-19345-3 | | isbn_ebook | 978-3-642-19345-3 | | copyright | Springer-Verlag Berlin Heidelberg 2011 |
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