東華大學圖書館 |

Business process management = 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Business process management/ edited by Dirk Fahland ... [et al.].
其他題名:	18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020 : proceedings /
其他題名:	BPM 2020
其他作者:	Fahland, Dirk.
團體作者:	BPM (Conference)
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	xliii, 524 p. :ill., digital ;24 cm.
內容註:	Keynotes -- Process Minding: Closing the Big Data Gap -- Characterizing Machine Learning Processes: A Maturity Framework -- Foundations -- Extending Temporal Business Constraints with Uncertainty -- Petri Nets with Parameterised Data Modelling and Verification -- Socially-Aware Business Process Redesign -- Incentive Alignment of Business Processes -- PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information -- A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics -- Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm -- Engineering -- Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes -- Extracting Annotations from Textual Descriptions of Processes -- Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime -- TADE: Stochastic Conformance Checking using Temporal Activity Density Estimation -- Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction -- Exploring Interpretable Predictive Models for Business Processes -- Triggering Proactive Business Process Adaptations via Online Reinforcement Learning -- Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly -- Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections -- Automatic Repair of Same-Timestamp Errors in Business Process Event Logs -- Management -- Explorative Process Design Patterns -- Quo vadis, Business Process Maturity Model? Learning from the Past to Envision the Future -- A typological framework of process improvement project stakeholders -- BP-IT Alignment in SMEs: a Game-based Learning Approach to Increase Stakeholders' Maturity -- Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts -- Adding Intelligent Robots to Business Processes: A Dilemma Analysis of Employees' Attitudes -- How to Keep RPA Maintainable? -- A Consolidated Framework for Implementing Robotic Process Automation Projects -- A Multi Perspective Framework for Enhanced Supply Chain Analytics -- Event Log Generation in a Health System: a Case Study.
Contained By:	Springer Nature eBook
標題:	Business - Congresses. - Data processing -
電子資源:	https://doi.org/10.1007/978-3-030-58666-9
ISBN:	9783030586669

Business process management = 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020 : proceedings /
Business process management18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020 : proceedings /[electronic resource] :BPM 2020edited by Dirk Fahland ... [et al.]. - Cham :Springer International Publishing :2020. - xliii, 524 p. :ill., digital ;24 cm. - Lecture notes in computer science,121680302-9743 ;. - Lecture notes in computer science ;12168..

Keynotes -- Process Minding: Closing the Big Data Gap -- Characterizing Machine Learning Processes: A Maturity Framework -- Foundations -- Extending Temporal Business Constraints with Uncertainty -- Petri Nets with Parameterised Data Modelling and Verification -- Socially-Aware Business Process Redesign -- Incentive Alignment of Business Processes -- PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information -- A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics -- Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm -- Engineering -- Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes -- Extracting Annotations from Textual Descriptions of Processes -- Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime -- TADE: Stochastic Conformance Checking using Temporal Activity Density Estimation -- Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction -- Exploring Interpretable Predictive Models for Business Processes -- Triggering Proactive Business Process Adaptations via Online Reinforcement Learning -- Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly -- Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections -- Automatic Repair of Same-Timestamp Errors in Business Process Event Logs -- Management -- Explorative Process Design Patterns -- Quo vadis, Business Process Maturity Model? Learning from the Past to Envision the Future -- A typological framework of process improvement project stakeholders -- BP-IT Alignment in SMEs: a Game-based Learning Approach to Increase Stakeholders' Maturity -- Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts -- Adding Intelligent Robots to Business Processes: A Dilemma Analysis of Employees' Attitudes -- How to Keep RPA Maintainable? -- A Consolidated Framework for Implementing Robotic Process Automation Projects -- A Multi Perspective Framework for Enhanced Supply Chain Analytics -- Event Log Generation in a Health System: a Case Study.

This book constitutes the proceedings of the 18th International Conference on Business Process Management, BPM 2020, held in Seville, Spain, in September 2020. The conference was held virtually due to the COVID-19 pandemic. The 27 full papers included in this volume were carefully reviewed and selected from 125 submissions. Two full keynote papers are also included. The papers are organized in topical sections named: foundations; engineering; and management.

ISBN: 9783030586669

Standard No.: 10.1007/978-3-030-58666-9doiSubjects--Topical Terms:

805812
Business
--Data processing--Congresses.

LC Class. No.: HF5548.2

Dewey Class. No.: 658.0285

Business process management = 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020 : proceedings /
LDR:04004nmm a2200373 a 4500 001 2255804
003 DE-He213
005 20200902110136.0
006 m d
007 cr nn 008maaau
008 220420s2020 sz s 0 eng d
020 $a 9783030586669 $q (electronic bk.)
020 $a 9783030586652 $q (paper)
024 7 $a 10.1007/978-3-030-58666-9 $2 doi
035 $a 978-3-030-58666-9
040 $a GP $c GP
041 0 $a eng
050 4 $a HF5548.2
072 7 $a UNH $2 bicssc
072 7 $a COM030000 $2 bisacsh
072 7 $a UNH $2 thema
072 7 $a UND $2 thema
082 0 4 $a 658.0285 $2 23
090 $a HF5548.2 $b .B793 2020
111 2 $a BPM (Conference) $n (18th : $d 2020 : $c Online) $3 3525566
245 1 0 $a Business process management $h [electronic resource] : $b 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020 : proceedings / $c edited by Dirk Fahland ... [et al.].
246 3 $a BPM 2020
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xliii, 524 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 12168
490 1 $a Information systems and applications, incl. internet/web, and HCI
505 0 $a Keynotes -- Process Minding: Closing the Big Data Gap -- Characterizing Machine Learning Processes: A Maturity Framework -- Foundations -- Extending Temporal Business Constraints with Uncertainty -- Petri Nets with Parameterised Data Modelling and Verification -- Socially-Aware Business Process Redesign -- Incentive Alignment of Business Processes -- PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information -- A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics -- Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm -- Engineering -- Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes -- Extracting Annotations from Textual Descriptions of Processes -- Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime -- TADE: Stochastic Conformance Checking using Temporal Activity Density Estimation -- Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction -- Exploring Interpretable Predictive Models for Business Processes -- Triggering Proactive Business Process Adaptations via Online Reinforcement Learning -- Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly -- Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections -- Automatic Repair of Same-Timestamp Errors in Business Process Event Logs -- Management -- Explorative Process Design Patterns -- Quo vadis, Business Process Maturity Model? Learning from the Past to Envision the Future -- A typological framework of process improvement project stakeholders -- BP-IT Alignment in SMEs: a Game-based Learning Approach to Increase Stakeholders' Maturity -- Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts -- Adding Intelligent Robots to Business Processes: A Dilemma Analysis of Employees' Attitudes -- How to Keep RPA Maintainable? -- A Consolidated Framework for Implementing Robotic Process Automation Projects -- A Multi Perspective Framework for Enhanced Supply Chain Analytics -- Event Log Generation in a Health System: a Case Study.
520 $a This book constitutes the proceedings of the 18th International Conference on Business Process Management, BPM 2020, held in Seville, Spain, in September 2020. The conference was held virtually due to the COVID-19 pandemic. The 27 full papers included in this volume were carefully reviewed and selected from 125 submissions. Two full keynote papers are also included. The papers are organized in topical sections named: foundations; engineering; and management.
650 0 $a Business $x Data processing $x Management $v Congresses. $3 805812
650 0 $a Workflow $x Management $v Congresses. $3 805813
650 0 $a Management information systems $v Congresses. $3 596481
650 1 4 $a Information Storage and Retrieval. $3 761906
650 2 4 $a Information Systems Applications (incl. Internet) $3 1565452
650 2 4 $a Business Process Management. $3 2134548
650 2 4 $a e-Commerce/e-business. $3 1005486
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a Fahland, Dirk. $3 3525468
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 12168. $3 3525567
830 0 $a Information systems and applications, incl. internet/web, and HCI. $3 3382505
856 4 0 $u https://doi.org/10.1007/978-3-030-58666-9
950 $a Computer Science (SpringerNature-11645)