UOWD Library

Process mining : (Record no. 34284)

INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783662570418
DEWEY DECIMAL CLASSIFICATION NUMBER
Call number 006.3​12 AA PR
MAIN ENTRY--PERSONAL NAME
Authors Aalst, Wil van der
TITLE STATEMENT
Title Process mining :
Subtitle data science in action
Statement of responsibility, etc Wil van der Aalst
EDITION STATEMENT
Edition 2nd ed.
PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Heidelberg :
Publisher Springer,
Date c2016.
PHYSICAL DESCRIPTION
Extent xix, 467 p. :
Other Details ill. ;
Size 24 cm.
SERIES STATEMENT
Series statement 2016 Springer EBA Collection
GENERAL NOTE
General note Includes bibliographical references and index.
Also available in print.
Electronic reproduction.
CONTENTS
Contents Introduction
Preliminaries
From Event Logs to Process Models
Beyond Process Discovery
Putting Process Mining to Work
Reflection
Epilogue.
SUMMARY
Summary 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 considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. 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 Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading COMPUTERS /​ General
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading BUSINESS &​ ECONOMICS
General Production &​ Operations Management
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading TECHNOLOGY &​ ENGINEERING
General Industrial Engineering
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading TECHNOLOGY &​ ENGINEERING
General Industrial Technology
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading Management
General Data processing
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading Workflow
General Management
SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Heading COMPUTERS
General General
ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://uowd.box.com/s/5tfcyofz1iagzl63whqgic1sfxmdzuij
Public note Location Map
MAIN ENTRY--PERSONAL NAME
-- 19680
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 19681
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 19682
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 19683
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 19684
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 10608
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 16022
SUBJECT ADDED ENTRY--TOPICAL TERM
-- 19685
Holdings
Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Shelving location Date acquired Source of acquisition Full call number Barcode Date last seen Price effective from Koha item type Public note
        University of Wollongong in Dubai University of Wollongong in Dubai Main Collection 2018-07-09 AMAUK 006.3​12 AA PR T0060033 2018-06-12 2018-06-12 REGULAR July2018

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