Verfügbarkeit: Advances in intelligent process-aware information systems

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Bibliographische Detailangaben
Weitere beteiligte Personen:	Grambow, Gregor (HerausgeberIn), Oberhauser, Roy (HerausgeberIn), Reichert, Manfred 19XX- (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	[Cham] Springer [2017]
Schriftenreihe:	Intelligent Systems Reference Library 123
Schlagwörter:	Engineering Information technology Business / Data processing Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) IT in Business Datenverarbeitung Ingenieurwissenschaften Künstliche Intelligenz Wirtschaft Informationssystem Prozessmanagement Process engineering Business intelligence / Data processing Management information systems Aufsatzsammlung
Links:	https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 https://doi.org/10.1007/978-3-319-52181-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029737973&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	1 Online-Ressource (XI, 249 Seiten) Illustrationen, Diagramme
ISBN:	9783319521817
ISSN:	1868-4394
DOI:	10.1007/978-3-319-52181-7

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adam_text	Titel: Advances in intelligent process-aware information systems Autor: Grambow, Gregor Jahr: 2017 Contents 1 On the Fundamentals of Intelligent Process-Aware Information Systems 1 Gregor Grambow, Roy Oberhauser and Manfred Reichert 1.1 Introduction 1 1.1.1 Evolution of Process Management Systems 3 1.2 The IPAIS Lifecycle 5 1.2.1 Intelligent Process Design 5 1.2.2 Intelligent Process Implementation 6 1.2.3 Intelligent Process Enactment 7 1.2.4 Intelligent Process Diagnosis 8 1.2.5 IPAIS Approaches Discussed in This Book 8 1.3 Outlook 11 References 11 2 Adaptive Process Management in Cyber-Physical Domains 15 Andrea Marrella and Massimo Mecella 2.1 Introduction 16 2.2 Related Work 18 2.2.1 Exception Handling 18 2.2.2 Ad Hoc Process Change 20 2.2.3 Al-based Process Adaptation 21 2.3 Managing Processes in Cyber-Physical Domains 22 2.3.1 A Running Example from the Emergency Management Domain 23 2.3.2 High-Level Features for Managing Processes in Cyber-Physical Domains 25 2.4 The SmartPM Approach and System 27 2.4.1 Overview of the Approach 28 2.4.2 The SmartPM Environment and Architecture 30 2.4.3 Applying SmartPM to the Running Example 36 V vi Contents 2.5 Discussion 41 2.6 Conclusion 43 References 44 3 Towards Executable Specifications for Case Management Processes 49 Irina Rychkova, Benedicte Le Grand and Carine Souveyet 3.1 Introduction 49 3.2 Case Management Process Example and Terminology 52 3.2.1 Crisis Management in Cases of Flood 52 3.2.2 Terminology Used in This Chapter 54 3.3 Related Work 54 3.3.1 Adaptive Case Management 55 3.3.2 Modeling Paradigms for CMP Specification 55 3.4 Finite State Machines, Hierarchical State Machines and Statecharts 58 3.4.1 CMP Versus Complex Discrete-Event Systems 59 3.4.2 Finite State Machines 59 3.4.3 Hierarchical State Machines and Statecharts 59 3.5 Statecharts Semantics for Case Management Processes 62 3.5.1 Statecharts Semantics for CMP Specification 63 3.5.2 Adaptation and Extension of the Statecharts Formalism for CMP Specification 67 3.6 Perspectives and Roadmap for Future Research 69 3.6.1 Design and Simulation-Based Testing 69 3.6.2 Simulation-Based Recommendations 72 3.6.3 Enhancing the CMP-supporting PAIS with Recommendations for Agile Activity Planning 73 References 75 4 Towards Autonomically-Capable Processes: A Vision and Potentially Supportive Methods 79 Roy Oberhauser and Gregor Grambow 4.1 Introduction 79 4.2 Background on Autonomic Computing 80 4.3 A Vision for Autonomically-Capable Processes 82 4.3.1 Vision 83 4.3.2 Challenges 83 4.4 Achieving Autonomically-Capable Processes 85 4.4.1 Aspects Affecting ACP 86 4.4.2 ACP Capabilities 94 4.5 Towards ACP: A Hybrid Extension Approach Example ........ 102 4.5.1 Towards Context-Aware Processes 105 4.5.2 Towards Self-configuring Processes 105 Contents vii 4.5.3 Towards Self-adapting Processes 108 4.5.4 Towards Self-healing Processes 110 4.5.5 Towards Self-optimizing Processes 114 4.6 Summary 117 References 118 5 Process-Oriented Information Logistics: Requirements, Techniques, Application 127 Bernd Michelberger, Markus Hipp and Bela Mutschler 5.1 Introduction 127 5.1.1 Problem Statement 128 5.1.2 Information Logistics 129 5.1.3 Requirements 129 5.2 Process-Oriented Information Logistics 130 5.2.1 Step 1: Integration 131 5.2.2 Step 2: Analysis 132 5.2.3 The Semantic Information Network 133 5.2.4 Determining the Relevance of Process Information 135 5.3 POIL in Practice 140 5.3.1 Use Case 1: Process Navigation and Visualization 140 5.3.2 Use Case 2: Medical Information Logistics 145 5.4 Discussion 149 5.5 Summary 150 References 150 6 A Predictive Approach Enabling Process Execution Recommendations 155 Johannes Schobel and Manfred Reichert 6.1 Introduction 155 6.2 Background 157 6.3 Business Process Intelligence 157 6.3.1 Methodology 158 6.3.2 Architecture 158 6.4 Predictive Business Process Intelligence 160 6.4.1 Predictive Process Analysis 160 6.4.2 Recommendations on Process Instances 163 6.5 Evaluation 163 6.5.1 Process Scenario 164 6.5.2 Results 164 6.6 Related Work 167 6.7 Summary and Outlook 168 References 168 viii Contents 7 Reasoning About Process Models: What Description Logic Offers to Business Process Model Analysis 171 Michael Fellmann 7.1 Introduction 172 7.2 Semantics-Related Challenges of Semi-formal Modelling 172 7.2.1 Ambiguities of the Natural Language 172 7.2.2 Lack of Machine Processable Semantics 173 7.2.3 Lack of Semantics-Based Tool Support 173 7.3 Description Logic-Based Process Representation 174 7.3.1 Conceptual Overview 175 7.3.2 Ontology-Based Process Model Representation 176 7.4 Querying Process Knowledge 179 7.5 Use of Machine Reasoning 181 7.5.1 Overview 183 7.5.2 Characterization of the Four Types of Inferences 183 7.6 Tool Support 187 7.7 Discussion and Outlook 188 References 190 8 Improving Process Portability Through Metrics and Continuous Inspection 193 Jorg Lenhard 8.1 Why Process Portability Matters 193 8.2 How Software Measurement Can Help 196 8.2.1 Standards Are Not Enough 196 8.2.2 Quality Improvement with Continuous Inspection 199 8.2.3 Portability and the ISO/JEC 25010 Quality Model 201 8.3 Metrics for Process Portability 204 8.3.1 Direct Portability 204 8.3.2 Installability 209 8.3.3 Adaptability 212 8.3.4 Replaceability 215 8.4 Related Work 217 8.4.1 Work on Process Unit Testing and Conformance Validation 217 8.4.2 Approaches for Tackling Portability Issues 217 8.4.3 Metrics for Selected Quality Characteristics 218 8.5 Summary and Conclusion 219 References 220 Contents ix 9 Business Process Intelligence Tools 225 Johannes Schobel and Manfred Reichert 9.1 Introduction 225 9.1.1 Strategies for Using a BPI Tool 226 9.1.2 Dimensions for Evaluating BPI Tools 226 9.2 Methodology 227 9.3 A Practical Case 228 9.3.1 Purchase-To-Pay Process 229 9.3.2 Leveraging the Strengths of BPI Tools 229 9.4 Assessment Criteria and Strategies 230 9.4.1 Strategies 230 9.4.2 Dimensions 231 9.4.3 Attributes 231 9.5 Business Process Intelligence Tools 231 9.5.1 Tool Shortlist 232 9.5.2 Tool Categories 233 9.5.3 Fact Sheets for the Evaluated BPI Tools 234 9.6 Applying the Tools to the Case 238 9.6.1 System 238 9.6.2 Data Integration Extraction 239 9.6.3 Data Processing Analysis 239 9.6.4 Mining 240 9.6.5 Data Visualization 241 9.7 Discussion 242 9.7.1 One Time Usage 242 9.7.2 Long Term Usage 243 References 248
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genre	1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content
genre_facet	Aufsatzsammlung
id	DE-604.BV044334793
illustrated	Illustrated
indexdate	2024-12-20T18:00:11Z
institution	BVB
isbn	9783319521817
issn	1868-4394
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-029737973
oclc_num	992459251
open_access_boolean
owner	DE-859 DE-860 DE-91 DE-BY-TUM DE-1046 DE-1043 DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-573 DE-863 DE-BY-FWS DE-706 DE-634 DE-862 DE-BY-FWS DE-92
owner_facet	DE-859 DE-860 DE-91 DE-BY-TUM DE-1046 DE-1043 DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-573 DE-863 DE-BY-FWS DE-706 DE-634 DE-862 DE-BY-FWS DE-92
physical	1 Online-Ressource (XI, 249 Seiten) Illustrationen, Diagramme
psigel	ZDB-2-ENG ZDB-2-ENG_2017
publishDate	2017
publishDateSearch	2017
publishDateSort	2017
publisher	Springer
record_format	marc
series	Intelligent Systems Reference Library
series2	Intelligent Systems Reference Library
spellingShingle	Advances in intelligent process-aware information systems concepts, methods, and technologies Intelligent Systems Reference Library Engineering Information technology Business / Data processing Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) IT in Business Datenverarbeitung Ingenieurwissenschaften Künstliche Intelligenz Wirtschaft Informationssystem (DE-588)4072806-7 gnd Prozessmanagement (DE-588)4353072-2 gnd
subject_GND	(DE-588)4072806-7 (DE-588)4353072-2 (DE-588)4143413-4
title	Advances in intelligent process-aware information systems concepts, methods, and technologies
title_auth	Advances in intelligent process-aware information systems concepts, methods, and technologies
title_exact_search	Advances in intelligent process-aware information systems concepts, methods, and technologies
title_full	Advances in intelligent process-aware information systems concepts, methods, and technologies Gregor Grambow, Roy Oberhauser, Manfred Reichert editors
title_fullStr	Advances in intelligent process-aware information systems concepts, methods, and technologies Gregor Grambow, Roy Oberhauser, Manfred Reichert editors
title_full_unstemmed	Advances in intelligent process-aware information systems concepts, methods, and technologies Gregor Grambow, Roy Oberhauser, Manfred Reichert editors
title_short	Advances in intelligent process-aware information systems
title_sort	advances in intelligent process aware information systems concepts methods and technologies
title_sub	concepts, methods, and technologies
topic	Engineering Information technology Business / Data processing Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) IT in Business Datenverarbeitung Ingenieurwissenschaften Künstliche Intelligenz Wirtschaft Informationssystem (DE-588)4072806-7 gnd Prozessmanagement (DE-588)4353072-2 gnd
topic_facet	Engineering Information technology Business / Data processing Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) IT in Business Datenverarbeitung Ingenieurwissenschaften Künstliche Intelligenz Wirtschaft Informationssystem Prozessmanagement Aufsatzsammlung
url	https://doi.org/10.1007/978-3-319-52181-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029737973&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV041145603
work_keys_str_mv	AT grambowgregor advancesinintelligentprocessawareinformationsystemsconceptsmethodsandtechnologies AT oberhauserroy advancesinintelligentprocessawareinformationsystemsconceptsmethodsandtechnologies AT reichertmanfred advancesinintelligentprocessawareinformationsystemsconceptsmethodsandtechnologies

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