Process Mining Techniques in Business Environments

Theoretical Aspects, Algorithms, Techniques and Open Challenges in Process Mining

AvAndrea Burattin

Häftad, Engelska, 2015

Del 207 i serien Lecture Notes in Business Information Processing

685 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

E-bok

877 kr

Beskrivning

After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining."The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining.

Produktinformation

Utgivningsdatum:2015-05-15
Mått:155 x 235 x 13 mm
Vikt:359 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Business Information Processing
Antal sidor:220
Upplaga:2015
Förlag:Springer International Publishing AG
ISBN:9783319174815

Utforska kategorier

Databaser inom Data och IT
Projektledning inom Ekonomi och Ledarskap
Affärsförhandlingar inom Ekonomi och Ledarskap

Innehållsförteckning

1 Introduction.- Part I: State of the Art: BPM, Data Mining and Process Mining.- 2 Introduction to Business Processes, BPM, and BPM Systems.- 3 Data Generated by Information Systems (and How to Get It).- 4 Data Mining for Information System Data.- 5 Process Mining.- 6 Quality Criteria in Process Mining.- 7 Event Streams.- Part II: Obstacles to Process Mining in Practice.- 8 Obstacles to Applying Process Mining in Practice.- 9 Long-term View Scenario.- Part III: Process Mining as an Emerging Technology.- 10 Data Preparation.- 11 Heuristics Miner for Time Interval.- 12 Automatic Configuration of Mining Algorithm.- 13 User-Guided Discovery of Process Models.- 14 Extensions of Business Processes with Organizational Roles.- 15 Results Interpretation and Evaluation.- 16 Hands-On: Obtaining Test Data.- Part IV: A New Challenge in Process Mining.- 17 Process Mining for Stream Data Sources.- Part V: Conclusions and Future Work.- 18 Conclusions and Future Work.

Mer från samma författare

Del 14159

Business Process Management

Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq

Häftad, 2023

798 kr

Business Process Management

Shazia Sadiq, Christian Janiesch, Andrea Burattin, Chiara Di Francescomarino

E-bok

2023

985 kr

Del 490

Business Process Management Forum

Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq

Häftad, 2023

855 kr

Business Process Management Forum

Shazia Sadiq, Christian Janiesch, Andrea Burattin, Chiara Di Francescomarino

E-bok

2023

1 059 kr

Mer från samma serie

Del 333

Information Systems: Research, Development, Applications, Education

Stanisław Wrycza, Jacek Maślankowski

Häftad, 2018

572 kr

Del 331

Exploring Service Science

Gerhard Satzger, Lia Patrício, Mohamed Zaki, Niklas Kühl, Peter Hottum

Häftad, 2018

556 kr

Del 332

Enterprise and Organizational Modeling and Simulation

Robert Pergl, Eduard Babkin, Russell Lock, Pavel Malyzhenkov, Vojtěch Merunka

Häftad, 2018

556 kr

Del 335

Practice of Enterprise Modeling

Robert Andrei Buchmann, Dimitris Karagiannis, Marite Kirikova

Häftad, 2018

556 kr

Del 336

Software Business

Krzysztof Wnuk, Sjaak Brinkkemper

Häftad, 2018

572 kr

Del 339

Business Information Systems Workshops

Witold Abramowicz, Adrian Paschke

Häftad, 2019

572 kr

Dietmar Winkler, Stefan Biffl, Johannes Bergsmann - Software Quality: The Complexity and Challenges of Software Engineering and Software Quality in the Cloud, Häftad

Del 338

Software Quality: The Complexity and Challenges of Software Engineering and Software Quality in the Cloud

Dietmar Winkler, Stefan Biffl, Johannes Bergsmann

Häftad, 2018

572 kr

Del 334

Advances in Enterprise Engineering XII

David Aveiro, Giancarlo Guizzardi, Sérgio Guerreiro, Wided Guédria

Häftad, 2018

572 kr

Del 341

Information Systems

Marinos Themistocleous, Paulo Rupino da Cunha

Häftad, 2019

572 kr

Del 340

Data-Driven Process Discovery and Analysis

Paolo Ceravolo, Maurice van Keulen, Kilian Stoffel

Häftad, 2019

572 kr

Du kanske också är intresserad av

Nyhet

L'amour toujours : Berättelsen om Tidö

Maggie Strömberg, Torbjörn Nilsson

Inbunden, 2026

275 kr