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A primer on process mining = practic...
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SpringerLink (Online service)
A primer on process mining = practical skills with Python and Graphviz /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
A primer on process mining/ by Diogo R. Ferreira.
其他題名:
practical skills with Python and Graphviz /
作者:
Ferreira, Diogo R.
出版者:
Cham :Springer International Publishing : : 2017.,
面頁冊數:
viii, 96 p. :ill., digital ; : 24 cm.;
Contained By:
Springer eBooks
標題:
Business - Data processing. -
電子資源:
http://dx.doi.org/10.1007/978-3-319-56427-2
ISBN:
9783319564272
A primer on process mining = practical skills with Python and Graphviz /
Ferreira, Diogo R.
A primer on process mining
practical skills with Python and Graphviz /[electronic resource] :by Diogo R. Ferreira. - Cham :Springer International Publishing :2017. - viii, 96 p. :ill., digital ;24 cm. - SpringerBriefs in information systems,2192-4929. - SpringerBriefs in information systems..
Event Logs -- Control-Flow Perspective -- Organizational Perspective -- Performance perspective -- Process Mining in Practice.
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of real-world business processes. The end result can often be visualized as a graph, and the book explains how to use Python and Graphviz to render these graphs intuitively. Overall, it enables the reader to implement process mining techniques on his or her own, independently of any specific process mining tool. An introduction to two popular process mining tools, namely Disco and ProM, is also provided. The book will be especially valuable for self-study or as a precursor to a more advanced text. Practitioners and students will be able to follow along on their own, even if they have no prior knowledge of the topic. After reading this book, they will be able to more confidently proceed to the research literature if needed.
ISBN: 9783319564272
Standard No.: 10.1007/978-3-319-56427-2doiSubjects--Topical Terms:
565427
Business
--Data processing.
LC Class. No.: HF5548.2 / .F47 2017
Dewey Class. No.: 658.40380151135
A primer on process mining = practical skills with Python and Graphviz /
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