國立虎尾科技大學 |

Business process management = 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Business process management/ edited by Andrea Marrella ...[et al.].
其他題名:	22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024 : proceedings /
其他題名:	BPM 2024
其他作者:	Marrella, Andrea.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xxxvi, 550 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Computer Application in Administrative Data Processing. -
電子資源:	https://doi.org/10.1007/978-3-031-70396-6
ISBN:	9783031703966

Business process management = 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024 : proceedings /
Business process management22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024 : proceedings /[electronic resource] :BPM 2024edited by Andrea Marrella ...[et al.]. - Cham :Springer Nature Switzerland :2024. - xxxvi, 550 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,149400302-9743 ;. - Lecture notes in computer science ;6140..

Foundations -- Optimizing Resource-Driven Process Configuration through Genetic Algorithms -- Data Petri Nets meet Probabilistic Programming -- Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications -- Object Synchronizations and Specializations with Silent Objects in Object-Centric Petri Nets -- Glocal Conformance Checking -- On the interplay between BPMN collaborations and the physical environment -- Super Variants -- Repairing Process Models through Simulation and Explainable AI -- Improving Process Discovery Using Translucent Activity Relationships -- Engineering -- Optimizing Resource Allocation Policies in Real-World Business Processes using Hybrid Process Simulation and Deep Reinforcement Learning -- Exploiting general purpose big-data frameworks in process mining: the case of declarative process discovery -- Attention Please: What Transformer Models Really Learn for Process Prediction -- GEDI: Generating Event Data with Intentional Features for Benchmarking Process Mining -- Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring -- What's Behind the Screen? Unveiling UI Hierarchies in Process-Related UI Logs -- Looking for Change: A Computer Vision Approach for Concept Drift Detection in Process Mining -- Mining Behavioral Patterns for Conformance Diagnostics -- xSemAD: Explainable Semantic Anomaly Detection in Event Logs Using Sequence-to-Sequence Models -- CoSMo: a Framework to Instantiate Conditioned Process Simulation Models -- Experience Based Resource Allocation for Remaining Time Optimization -- Uncovering patterns for local explanations in outcome-based Predictive Process Monitoring -- Beyond Log and Model Moves in Conformance Checking: Discovering Process-Level Deviation Patterns -- Management -- Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring -- Categories of Business Value of Robotic Process Automation: A Study of Benefits and Challenges -- Anticipating Data Inaccuracy Consequences in Business Processes: An Empirical Study -- SCP-BP Framework: Situational Crime Prevention for Managing Data Breaches in Business Processes -- LLM-Assisted Optimization of Waiting Time in Business Processes: A Prompting Method -- Exploring the Cognitive Effects of Ambiguity in Process Models -- Techno-empowerment of Process Automation: Understanding Employee Acceptance of Autonomous AI in Business Processes.

This book constitutes the refereed proceedings of the 22nd International Conference on Business Process Management, BPM 2024, which took place in Krakow, Poland, in September 2024. The 29 full papers included in this book were carefully reviewed and selected from 144 submissions. They were organized in topical sections as follows: Foundations; Engineering; and Management.

ISBN: 9783031703966

Standard No.: 10.1007/978-3-031-70396-6doiSubjects--Topical Terms:

1365952
Computer Application in Administrative Data Processing.

LC Class. No.: HF5548.2

Dewey Class. No.: 658.05

Business process management = 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024 : proceedings /
LDR:04089nam a22003855a 4500 001 1134785
003 DE-He213
005 20240901130235.0
006 m d
007 cr nn 008maaau
008 241213s2024 sz s 0 eng d
020 $a 9783031703966 $q (electronic bk.)
020 $a 9783031703959 $q (paper)
024 7 $a 10.1007/978-3-031-70396-6 $2 doi
035 $a 978-3-031-70396-6
040 $a GP $c GP
041 0 $a eng
050 4 $a HF5548.2
072 7 $a UNH $2 bicssc
072 7 $a UND $2 bicssc
072 7 $a COM030000 $2 bisacsh
072 7 $a UNH $2 thema
072 7 $a UND $2 thema
082 0 4 $a 658.05 $2 23
090 $a HF5548.2 $b .B793 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Business process management $h [electronic resource] : $b 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024 : proceedings / $c edited by Andrea Marrella ...[et al.].
246 3 $a BPM 2024
260 $a Cham : $c 2024. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xxxvi, 550 p. : $b ill. (some col.), digital ; $c 24 cm.
347 $a text file $b PDF $2 rda
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 14940
505 0 $a Foundations -- Optimizing Resource-Driven Process Configuration through Genetic Algorithms -- Data Petri Nets meet Probabilistic Programming -- Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications -- Object Synchronizations and Specializations with Silent Objects in Object-Centric Petri Nets -- Glocal Conformance Checking -- On the interplay between BPMN collaborations and the physical environment -- Super Variants -- Repairing Process Models through Simulation and Explainable AI -- Improving Process Discovery Using Translucent Activity Relationships -- Engineering -- Optimizing Resource Allocation Policies in Real-World Business Processes using Hybrid Process Simulation and Deep Reinforcement Learning -- Exploiting general purpose big-data frameworks in process mining: the case of declarative process discovery -- Attention Please: What Transformer Models Really Learn for Process Prediction -- GEDI: Generating Event Data with Intentional Features for Benchmarking Process Mining -- Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring -- What's Behind the Screen? Unveiling UI Hierarchies in Process-Related UI Logs -- Looking for Change: A Computer Vision Approach for Concept Drift Detection in Process Mining -- Mining Behavioral Patterns for Conformance Diagnostics -- xSemAD: Explainable Semantic Anomaly Detection in Event Logs Using Sequence-to-Sequence Models -- CoSMo: a Framework to Instantiate Conditioned Process Simulation Models -- Experience Based Resource Allocation for Remaining Time Optimization -- Uncovering patterns for local explanations in outcome-based Predictive Process Monitoring -- Beyond Log and Model Moves in Conformance Checking: Discovering Process-Level Deviation Patterns -- Management -- Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring -- Categories of Business Value of Robotic Process Automation: A Study of Benefits and Challenges -- Anticipating Data Inaccuracy Consequences in Business Processes: An Empirical Study -- SCP-BP Framework: Situational Crime Prevention for Managing Data Breaches in Business Processes -- LLM-Assisted Optimization of Waiting Time in Business Processes: A Prompting Method -- Exploring the Cognitive Effects of Ambiguity in Process Models -- Techno-empowerment of Process Automation: Understanding Employee Acceptance of Autonomous AI in Business Processes.
520 $a This book constitutes the refereed proceedings of the 22nd International Conference on Business Process Management, BPM 2024, which took place in Krakow, Poland, in September 2024. The 29 full papers included in this book were carefully reviewed and selected from 144 submissions. They were organized in topical sections as follows: Foundations; Engineering; and Management.
650 2 4 $a Computer Application in Administrative Data Processing. $3 1365952
650 2 4 $a e-Commerce and e-Business. $3 1365931
650 2 4 $a Design and Analysis of Algorithms. $3 1365721
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Data Structures and Information Theory. $3 1211601
650 1 4 $a Information Storage and Retrieval. $3 593926
650 0 $a Management information systems $3 578423
650 0 $a Business $x Data processing $x Management $ vCongresses. $3 787829
650 0 $a Business $x Data processing $v Congresses. $3 675445 $3 735805
700 1 $a Marrella, Andrea. $e editor. $1 https://orcid.org/0000-0002-1031-0374 $3 1388740
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 6140. $3 744199
856 4 0 $u https://doi.org/10.1007/978-3-031-70396-6
950 $a Computer Science (SpringerNature-11645)