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Process Mining (Record no. 21797)

000 -LEADER
fixed length control field 03688nam a22004935i 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140310151121.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110404s2011 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642193453
978-3-642-19345-3
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.76.A65
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7
Edition number 23
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg,
-- 2011.
912 ## -
-- ZDB-2-SCS
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name van der Aalst, Wil M. P.
Relator term author.
245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE
Title Process Mining
Medium [electronic resource] :
Remainder of title Discovery, Conformance and Enhancement of Business Processes /
Statement of responsibility, etc by Wil M. P. van der Aalst.
300 ## - PHYSICAL DESCRIPTION
Extent XVI, 352p. 184 illus., 6 illus. in color.
Other physical details online resource.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction -- Process Modeling and Analysis -- Data Mining -- Getting the Data -- Process Discovery: An Introduction -- Advanced Process Discovery Techniques -- Conformance Checking -- Mining Additional Perspectives -- Operational Support -- Tool Support -- Analyzing “Lasagna Processes” -- Analyzing “Spaghetti Processes” -- Cartography and Navigation -- Epilogue.-.
520 ## - SUMMARY, ETC.
Summary, etc 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 to the widely used open-source tool ProM. Finally, Part V 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
Topical term or geographic name as entry element Software engineering.
Topical term or geographic name as entry element Logic design.
Topical term or geographic name as entry element Information storage and retrieval systems.
Topical term or geographic name as entry element Information systems.
Topical term or geographic name as entry element Management information systems.
Topical term or geographic name as entry element Computer Science.
Topical term or geographic name as entry element Information Systems Applications (incl.Internet).
Topical term or geographic name as entry element Information Storage and Retrieval.
Topical term or geographic name as entry element Business Information Systems.
Topical term or geographic name as entry element Software Engineering.
Topical term or geographic name as entry element Logics and Meanings of Programs.
Topical term or geographic name as entry element Computer Appl. in Administrative Data Processing.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783642193446
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-19345-3
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type E-Book
Copies
Price effective from Permanent location Date last seen Not for loan Date acquired Source of classification or shelving scheme Koha item type Damaged status Lost status Withdrawn status Current location Full call number
2014-04-23AUM Main Library2014-04-23 2014-04-23 E-Book   AUM Main Library005.7

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