國立高雄大學圖資館 |

Language: English

Back

Process mining handbook

Record Type:	Electronic resources : Monograph/item
Title/Author:	Process mining handbookedited by Wil M. P. van der Aalst, Josep Carmona.
other author:	Aalst, Wil van der.
Published:	Cham :Springer International Publishing :2022.
Description:	x, 503 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Process mining.
Online resource:	https://doi.org/10.1007/978-3-031-08848-3
ISBN:	9783031088483$q(electronic bk.)

Process mining handbook
Process mining handbook[electronic resource] /edited by Wil M. P. van der Aalst, Josep Carmona. - Cham :Springer International Publishing :2022. - x, 503 p. :ill. (some col.), digital ;24 cm. - Lecture notes in business information processing,4481865-1356 ;. - Lecture notes in business information processing ;96..

Introduction -- Process Mining: A 360 Degree Overview -- Process Discovery -- Foundations of Process Discovery -- Advanced Process Discovery Techniques -- Declarative Process Specifications: Reasoning, Discovery, Monitoring -- Conformance Checking -- Conformance Checking: Foundations, Milestones and Challenges -- Data Preprocessing -- Foundations of Process Event Data -- A Practitioner's View on Process Mining Adoption, Event Log Engineering and Data Challenges -- Process Enhancement and Monitoring -- Foundations of Process Enhancement -- Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs -- Predictive Process Monitoring -- Assorted Process Mining Topics -- Streaming Process Mining -- Responsible Process Mining -- Industrial Perspective and Applications -- Status and Future of Process Mining: from Process Discovery to Process Execution -- Using Process Mining in Healthcare -- Process Mining for Financial Auditing -- Robotic Process Mining -- Closing -- Scaling Process Mining to Turn Insights Into Actions.

Open access.

This is an open access book. This book comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which was held in Aachen, Germany, during July 4-8, 2022. The 17 chapters presented in this volume were organized in the following topical sections: introduction; process discovery; conformance checking; data preprocessing; process enhancement and monitoring; assorted process mining topics; industrial perspective and applications; and closing.

ISBN: 9783031088483$q(electronic bk.)

Standard No.: 10.1007/978-3-031-08848-3doiSubjects--Topical Terms:

900170
Process mining.

LC Class. No.: T57.67 / .P76 2022

Dewey Class. No.: 006.312

Process mining handbook
LDR:02679nmm a2200361 a 4500 001 625659
003 DE-He213
005 20220616050456.0
006 m d
007 cr nn 008maaau
008 230109s2022 sz s 0 eng d
020 $a 9783031088483$q(electronic bk.)
020 $a 9783031088476$q(paper)
024 7 $a 10.1007/978-3-031-08848-3 $2 doi
035 $a 978-3-031-08848-3
040 $a GP $c GP
041 0 $a eng
050 4 $a T57.67 $b .P76 2022
072 7 $a KJQ $2 bicssc
072 7 $a BUS083000 $2 bisacsh
072 7 $a KJQ $2 thema
082 0 4 $a 006.312 $2 23
090 $a T57.67 $b .P963 2022
245 0 0 $a Process mining handbook $h [electronic resource] / $c edited by Wil M. P. van der Aalst, Josep Carmona.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a x, 503 p. : $b ill. (some col.), digital ; $c 24 cm.
338 $a online resource $b cr $2 rdacarrier
490 1 $a Lecture notes in business information processing, $x 1865-1356 ; $v 448
505 0 $a Introduction -- Process Mining: A 360 Degree Overview -- Process Discovery -- Foundations of Process Discovery -- Advanced Process Discovery Techniques -- Declarative Process Specifications: Reasoning, Discovery, Monitoring -- Conformance Checking -- Conformance Checking: Foundations, Milestones and Challenges -- Data Preprocessing -- Foundations of Process Event Data -- A Practitioner's View on Process Mining Adoption, Event Log Engineering and Data Challenges -- Process Enhancement and Monitoring -- Foundations of Process Enhancement -- Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs -- Predictive Process Monitoring -- Assorted Process Mining Topics -- Streaming Process Mining -- Responsible Process Mining -- Industrial Perspective and Applications -- Status and Future of Process Mining: from Process Discovery to Process Execution -- Using Process Mining in Healthcare -- Process Mining for Financial Auditing -- Robotic Process Mining -- Closing -- Scaling Process Mining to Turn Insights Into Actions.
506 $a Open access.
520 $a This is an open access book. This book comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which was held in Aachen, Germany, during July 4-8, 2022. The 17 chapters presented in this volume were organized in the following topical sections: introduction; process discovery; conformance checking; data preprocessing; process enhancement and monitoring; assorted process mining topics; industrial perspective and applications; and closing.
650 0 $a Process mining. $3 900170
650 1 4 $a Business Process Management. $3 714086
650 2 4 $a Computer and Information Systems Applications. $3 913125
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Computer Application in Administrative Data Processing. $3 914917
700 1 $a Aalst, Wil van der. $3 231490
700 1 $a Carmona, Josep. $3 790821
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in business information processing ; $v 96. $3 559514
856 4 0 $u https://doi.org/10.1007/978-3-031-08848-3
950 $a Computer Science (SpringerNature-11645)