Process mining: data science in action
The first to cover this missing link between data mining and process modeling, this book provides real-world techniques for monitoring and analyzing processes in real time. It is a powerful new tool destined to play a key role in business process management.
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin
Springer
[2016]
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Ausgabe: | Second edition |
Schlagworte: | |
Online-Zugang: | DE-522 DE-634 DE-1043 DE-1046 DE-1047 DE-Aug4 DE-573 DE-M347 DE-92 DE-898 DE-859 DE-861 DE-523 DE-2070s DE-91 DE-91 DE-473 DE-19 DE-355 DE-703 DE-20 DE-29 DE-739 Volltext Inhaltsverzeichnis Abstract |
Zusammenfassung: | The first to cover this missing link between data mining and process modeling, this book provides real-world techniques for monitoring and analyzing processes in real time. It is a powerful new tool destined to play a key role in business process management. |
Beschreibung: | 1 Online-Ressource (XIX, 467 Seiten) Illustrationen (teilweise farbig) |
ISBN: | 9783662498514 |
DOI: | 10.1007/978-3-662-49851-4 |
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Datensatz im Suchindex
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adam_text |
PROCESS MINING
/ VAN DER AALST, WIL
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
PRELIMINARIES
FROM EVENT LOGS TO PROCESS MODELS
BEYOND PROCESS DISCOVERY
PUTTING PROCESS MINING TO WORK
REFLECTION
EPILOGUE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
PROCESS MINING
/ VAN DER AALST, WIL
: 2016
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
any_adam_object | 1 |
author | Aalst, Wil van der 1966- |
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discipline | Informatik Wirtschaftswissenschaften |
doi_str_mv | 10.1007/978-3-662-49851-4 |
edition | Second edition |
format | Electronic eBook |
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id | DE-604.BV043545973 |
illustrated | Not Illustrated |
indexdate | 2024-09-10T00:27:46Z |
institution | BVB |
isbn | 9783662498514 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028961336 |
oclc_num | 950708748 |
open_access_boolean | |
owner | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634 DE-11 DE-91G DE-BY-TUM DE-2070s DE-83 DE-1043 DE-1046 DE-1047 DE-522 DE-91 DE-BY-TUM |
owner_facet | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634 DE-11 DE-91G DE-BY-TUM DE-2070s DE-83 DE-1043 DE-1046 DE-1047 DE-522 DE-91 DE-BY-TUM |
physical | 1 Online-Ressource (XIX, 467 Seiten) Illustrationen (teilweise farbig) |
psigel | ZDB-30-PQE ZDB-2-SCS ZDB-22-CAN ZDB-4-NLEBK ZDB-2-SCS_2016 ZDB-30-PQE BFB_Kauf ZDB-2-SCS ZDB-2-SCS_2016 ZDB-30-PQE Einzelkauf ZDB-2-SCS TUM_Einzelkauf_2024 ZDB-30-PQE TUM_Einzelkauf |
publishDate | 2016 |
publishDateSearch | 2016 |
publishDateSort | 2016 |
publisher | Springer |
record_format | marc |
spelling | Aalst, Wil van der 1966- Verfasser (DE-588)121921115 aut Process mining data science in action Wil van der Aalst Second edition Berlin Springer [2016] © 2016 1 Online-Ressource (XIX, 467 Seiten) Illustrationen (teilweise farbig) txt rdacontent c rdamedia cr rdacarrier The first to cover this missing link between data mining and process modeling, this book provides real-world techniques for monitoring and analyzing processes in real time. It is a powerful new tool destined to play a key role in business process management. Information technology Business / Data processing Computer logic Information storage and retrieval Application software Computer Science Information Systems Applications (incl. Internet) Information Storage and Retrieval IT in Business Software Engineering Logics and Meanings of Programs Computer Appl. in Administrative Data Processing Datenverarbeitung Informatik Wirtschaft Big Data (DE-588)4802620-7 gnd rswk-swf Daten (DE-588)4135391-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Betriebliches Informationssystem (DE-588)4069386-7 gnd rswk-swf Prozessmodell (DE-588)4237203-3 gnd rswk-swf Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Software Engineering (DE-588)4116521-4 gnd rswk-swf Datenmanagement (DE-588)4213132-7 gnd rswk-swf Informatik (DE-588)4026894-9 s Software Engineering (DE-588)4116521-4 s Prozessmanagement (DE-588)4353072-2 s Betriebliches Informationssystem (DE-588)4069386-7 s Data Mining (DE-588)4428654-5 s Prozessmodell (DE-588)4237203-3 s DE-604 Daten (DE-588)4135391-2 s Datenmanagement (DE-588)4213132-7 s Big Data (DE-588)4802620-7 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 978-3-662-49850-7 https://doi.org/10.1007/978-3-662-49851-4 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028961336&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028961336&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Aalst, Wil van der 1966- Process mining data science in action Information technology Business / Data processing Computer logic Information storage and retrieval Application software Computer Science Information Systems Applications (incl. Internet) Information Storage and Retrieval IT in Business Software Engineering Logics and Meanings of Programs Computer Appl. in Administrative Data Processing Datenverarbeitung Informatik Wirtschaft Big Data (DE-588)4802620-7 gnd Daten (DE-588)4135391-2 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Prozessmodell (DE-588)4237203-3 gnd Prozessmanagement (DE-588)4353072-2 gnd Software Engineering (DE-588)4116521-4 gnd Datenmanagement (DE-588)4213132-7 gnd |
subject_GND | (DE-588)4802620-7 (DE-588)4135391-2 (DE-588)4428654-5 (DE-588)4026894-9 (DE-588)4069386-7 (DE-588)4237203-3 (DE-588)4353072-2 (DE-588)4116521-4 (DE-588)4213132-7 |
title | Process mining data science in action |
title_auth | Process mining data science in action |
title_exact_search | Process mining data science in action |
title_full | Process mining data science in action Wil van der Aalst |
title_fullStr | Process mining data science in action Wil van der Aalst |
title_full_unstemmed | Process mining data science in action Wil van der Aalst |
title_short | Process mining |
title_sort | process mining data science in action |
title_sub | data science in action |
topic | Information technology Business / Data processing Computer logic Information storage and retrieval Application software Computer Science Information Systems Applications (incl. Internet) Information Storage and Retrieval IT in Business Software Engineering Logics and Meanings of Programs Computer Appl. in Administrative Data Processing Datenverarbeitung Informatik Wirtschaft Big Data (DE-588)4802620-7 gnd Daten (DE-588)4135391-2 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Prozessmodell (DE-588)4237203-3 gnd Prozessmanagement (DE-588)4353072-2 gnd Software Engineering (DE-588)4116521-4 gnd Datenmanagement (DE-588)4213132-7 gnd |
topic_facet | Information technology Business / Data processing Computer logic Information storage and retrieval Application software Computer Science Information Systems Applications (incl. Internet) Information Storage and Retrieval IT in Business Software Engineering Logics and Meanings of Programs Computer Appl. in Administrative Data Processing Datenverarbeitung Informatik Wirtschaft Big Data Daten Data Mining Betriebliches Informationssystem Prozessmodell Prozessmanagement Datenmanagement |
url | https://doi.org/10.1007/978-3-662-49851-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028961336&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028961336&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT aalstwilvander processminingdatascienceinaction |