Enabling process management for loosely framed knowledge-intensive processes:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2020]
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| Schriftenreihe: | Lecture notes in business information processing
409 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xi, 202 Seiten Diagramme |
| ISBN: | 9783030661922 |
Internformat
MARC
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Datensatz im Suchindex
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| adam_text |
Contents 1 Introduction. 1.1 Introduction. 1.1.1 Terminology and Research Context. 1.1.2 Problem Statement. 1.1.3 Research Objectives. 1.1.4 Research Methodology. 1.1.5 Dissertation Structure. 2 Towards a Decision-Aware Declarative Process ModelingLanguage for Knowledge-Intensive Processes. 2.1 Introduction. 2.2 Related Work. 2.3 Research Methodology. 2.4 Language Requirements. 2.5 Designing the Perspectives. 2.5.1 The Arm Fracture Case. 2.5.2 Declare as a Foundation. 2.5.3 Extending the Functional and Control-Flow Perspectives
. 2.5.4 Adding a Notion of Time-Awareness to the Constraint Templates. 2.5.5 Supporting the Data Perspective. 2.5.6 Supporting the Resource Perspective. 2.6 Integrating the Perspectives . 2.6.1 Integrating the Data Perspective. 2.6.2 Integrating the Resource Perspective. 2.6.3 DeciClare. 2.7 Evaluation. 2.7.1 The Evaluation Set-up. 2.7.2 Evaluating the Perceived Semantic Quality. 2.7.3 Evaluating the Pragmatic Quality. 2.7.4 Evaluating the Language-Domain Appropriateness. 2.8 Positioning of DeciClare in the Research Domain. 2.9 Conclusion. 2.10 Limitations and Future Work. 29 31 33 36 36 40 42 45 46 48 48 49 51 53 55 Discovering Loosely Framed Knowledge-Intensive Processes Using
DeciClareMiner. 3.1 Introduction. 3.2 Related Work. 3.3 Modeling Healthcare Processes: DeciClare. 57 58 59 61 3 1 1 1 6 7 11 13 15 15 18 18 19 22 22 23 26
x Contents 3.4 З5 Research Methodology. Discovering Healthcare Process Models: DeciClareMiner. 3.5.1 Phase 1: Mining Decision-Independent Rules. 3.5.2 Phase 2: Mining Decision-Dependent Rules. Evaluation. 3.6.1 Dataset. 3.6.2 Benchmark Creation. 3.6.3 Results. 3.6.4 Discussion. Limitations. Conclusions and Directions for Future Research. 63 64 66 71 76 76 77 78 80 81 82 Integrated Declarative Process and Decision Discovery of the Emergency Care Process. 4.1 Introduction. 4.2 Research Methodology. 4.3 Discovering the Emergency Care Process with DeciClareMiner . 4.3.1 Extraction.
4.3.2 Data Preprocessing. 4.3.3 Log Preparation. 4.3.4 Mining a Process and Decision Model. 4.3.5 Evaluation. 4.4 Method Application: The Emergency Care Process. 4.4.1 Extraction. 4.4.2 Data Preprocessing. 4.4.3 Log Preparation. 4.4.4 Mining a Process and Decision Model. 4.4.5 Evaluation. 4.4.6 Discussion. 4.5 Conclusion and Future Research. 85 86 88 89 92 93 94 94 96 98 100 100 100 101 103 106 112 3.6 3.7 3.8 4 5 Operational Support for Loosely Framed Knowledge-Intensive Processes. 115 5.1 A Generic Framework for Flexible and Data-Aware Business Process Engines. 116 5.1.1
Introduction. 116 5.1.2 Research Methodology. 118 5.1.3 Problem Statement and SolutionRequirements. 118 5.1.4 Data-Аware Declarative ProcessEnactment Framework . 120 5.1.5 Demonstration. 123 5.2 Comparing Strategies to Generate Experience-Based Clinical Process Recommendations that Leverage Similarity to Historic Data. 129 5.2.1 Introduction. 129
Contents 5.2.2 5.2.3 5.2.4 5.2.5 5.2.6 5.2.7 5.2.8 xi Related Work. Terminology and Fonnál Problem Definition. Research Methodology. Strategies. Experiments. Discussion. Conclusion and Future Research. 131 132 133 134 138 144 146 Conclusion and Future Research. 6.1 Research Results. 6.2 Research Relevance andImplications. 6.2.1 Implications for Researchers. 6.2.2 Implications for Process Stakeholders. 6.2.3 Generalizability to Other Domains. 6.2.4 Research Limitations and Future Research. 149 149 153 153 153 155 157 Appendix A: Ann Fracture Case Description (Based on Literature). 159 Appendix B: Original Textual DeciClare Model of Arm Fracture Case . . . 163 Appendix C: Semi-structured Interview Protocol (Translated from
Dutch). 169 Appendix D: Final TextualDeciClare Model of Arm Fracture Case. 173 5 Appendix E: The Join Step of DeciClareMiner (Decision-Independent) . 187 Appendix F: The DeciClare Templates Supported by DeciClareEngine . . . 189 References. 191 |
| adam_txt |
Contents 1 Introduction. 1.1 Introduction. 1.1.1 Terminology and Research Context. 1.1.2 Problem Statement. 1.1.3 Research Objectives. 1.1.4 Research Methodology. 1.1.5 Dissertation Structure. 2 Towards a Decision-Aware Declarative Process ModelingLanguage for Knowledge-Intensive Processes. 2.1 Introduction. 2.2 Related Work. 2.3 Research Methodology. 2.4 Language Requirements. 2.5 Designing the Perspectives. 2.5.1 The Arm Fracture Case. 2.5.2 Declare as a Foundation. 2.5.3 Extending the Functional and Control-Flow Perspectives
. 2.5.4 Adding a Notion of Time-Awareness to the Constraint Templates. 2.5.5 Supporting the Data Perspective. 2.5.6 Supporting the Resource Perspective. 2.6 Integrating the Perspectives . 2.6.1 Integrating the Data Perspective. 2.6.2 Integrating the Resource Perspective. 2.6.3 DeciClare. 2.7 Evaluation. 2.7.1 The Evaluation Set-up. 2.7.2 Evaluating the Perceived Semantic Quality. 2.7.3 Evaluating the Pragmatic Quality. 2.7.4 Evaluating the Language-Domain Appropriateness. 2.8 Positioning of DeciClare in the Research Domain. 2.9 Conclusion. 2.10 Limitations and Future Work. 29 31 33 36 36 40 42 45 46 48 48 49 51 53 55 Discovering Loosely Framed Knowledge-Intensive Processes Using
DeciClareMiner. 3.1 Introduction. 3.2 Related Work. 3.3 Modeling Healthcare Processes: DeciClare. 57 58 59 61 3 1 1 1 6 7 11 13 15 15 18 18 19 22 22 23 26
x Contents 3.4 З5 Research Methodology. Discovering Healthcare Process Models: DeciClareMiner. 3.5.1 Phase 1: Mining Decision-Independent Rules. 3.5.2 Phase 2: Mining Decision-Dependent Rules. Evaluation. 3.6.1 Dataset. 3.6.2 Benchmark Creation. 3.6.3 Results. 3.6.4 Discussion. Limitations. Conclusions and Directions for Future Research. 63 64 66 71 76 76 77 78 80 81 82 Integrated Declarative Process and Decision Discovery of the Emergency Care Process. 4.1 Introduction. 4.2 Research Methodology. 4.3 Discovering the Emergency Care Process with DeciClareMiner . 4.3.1 Extraction.
4.3.2 Data Preprocessing. 4.3.3 Log Preparation. 4.3.4 Mining a Process and Decision Model. 4.3.5 Evaluation. 4.4 Method Application: The Emergency Care Process. 4.4.1 Extraction. 4.4.2 Data Preprocessing. 4.4.3 Log Preparation. 4.4.4 Mining a Process and Decision Model. 4.4.5 Evaluation. 4.4.6 Discussion. 4.5 Conclusion and Future Research. 85 86 88 89 92 93 94 94 96 98 100 100 100 101 103 106 112 3.6 3.7 3.8 4 5 Operational Support for Loosely Framed Knowledge-Intensive Processes. 115 5.1 A Generic Framework for Flexible and Data-Aware Business Process Engines. 116 5.1.1
Introduction. 116 5.1.2 Research Methodology. 118 5.1.3 Problem Statement and SolutionRequirements. 118 5.1.4 Data-Аware Declarative ProcessEnactment Framework . 120 5.1.5 Demonstration. 123 5.2 Comparing Strategies to Generate Experience-Based Clinical Process Recommendations that Leverage Similarity to Historic Data. 129 5.2.1 Introduction. 129
Contents 5.2.2 5.2.3 5.2.4 5.2.5 5.2.6 5.2.7 5.2.8 xi Related Work. Terminology and Fonnál Problem Definition. Research Methodology. Strategies. Experiments. Discussion. Conclusion and Future Research. 131 132 133 134 138 144 146 Conclusion and Future Research. 6.1 Research Results. 6.2 Research Relevance andImplications. 6.2.1 Implications for Researchers. 6.2.2 Implications for Process Stakeholders. 6.2.3 Generalizability to Other Domains. 6.2.4 Research Limitations and Future Research. 149 149 153 153 153 155 157 Appendix A: Ann Fracture Case Description (Based on Literature). 159 Appendix B: Original Textual DeciClare Model of Arm Fracture Case . . . 163 Appendix C: Semi-structured Interview Protocol (Translated from
Dutch). 169 Appendix D: Final TextualDeciClare Model of Arm Fracture Case. 173 5 Appendix E: The Join Step of DeciClareMiner (Decision-Independent) . 187 Appendix F: The DeciClare Templates Supported by DeciClareEngine . . . 189 References. 191 |
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| index_date | 2024-07-03T16:43:13Z |
| indexdate | 2025-01-10T17:07:42Z |
| institution | BVB |
| isbn | 9783030661922 |
| language | English |
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| publishDate | 2020 |
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| series | Lecture notes in business information processing |
| series2 | Lecture notes in business information processing |
| spelling | Mertens, Steven ca. 20./21. Jh. Verfasser (DE-588)1228469229 aut Enabling process management for loosely framed knowledge-intensive processes Steven Mertens Cham, Switzerland Springer [2020] xi, 202 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Lecture notes in business information processing 409 Business Process Management Computer Applications Health Informatics Management information systems Industrial management Application software Health informatics Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Anwendungssoftware (DE-588)4120906-0 gnd rswk-swf Managementinformationssystem (DE-588)4074518-1 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Gesundheit (DE-588)4020754-7 gnd rswk-swf Prozessmanagement (DE-588)4353072-2 s Anwendungssoftware (DE-588)4120906-0 s Gesundheit (DE-588)4020754-7 s Informatik (DE-588)4026894-9 s Managementinformationssystem (DE-588)4074518-1 s DE-604 Erscheint auch als Online-Ausgabe 978-3-030-66193-9 Lecture notes in business information processing 409 (DE-604)BV023204387 409 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032577095&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mertens, Steven ca. 20./21. Jh Enabling process management for loosely framed knowledge-intensive processes Lecture notes in business information processing Business Process Management Computer Applications Health Informatics Management information systems Industrial management Application software Health informatics Prozessmanagement (DE-588)4353072-2 gnd Anwendungssoftware (DE-588)4120906-0 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Gesundheit (DE-588)4020754-7 gnd |
| subject_GND | (DE-588)4353072-2 (DE-588)4120906-0 (DE-588)4074518-1 (DE-588)4026894-9 (DE-588)4020754-7 |
| title | Enabling process management for loosely framed knowledge-intensive processes |
| title_auth | Enabling process management for loosely framed knowledge-intensive processes |
| title_exact_search | Enabling process management for loosely framed knowledge-intensive processes |
| title_exact_search_txtP | Enabling process management for loosely framed knowledge-intensive processes |
| title_full | Enabling process management for loosely framed knowledge-intensive processes Steven Mertens |
| title_fullStr | Enabling process management for loosely framed knowledge-intensive processes Steven Mertens |
| title_full_unstemmed | Enabling process management for loosely framed knowledge-intensive processes Steven Mertens |
| title_short | Enabling process management for loosely framed knowledge-intensive processes |
| title_sort | enabling process management for loosely framed knowledge intensive processes |
| topic | Business Process Management Computer Applications Health Informatics Management information systems Industrial management Application software Health informatics Prozessmanagement (DE-588)4353072-2 gnd Anwendungssoftware (DE-588)4120906-0 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Gesundheit (DE-588)4020754-7 gnd |
| topic_facet | Business Process Management Computer Applications Health Informatics Management information systems Industrial management Application software Health informatics Prozessmanagement Anwendungssoftware Managementinformationssystem Informatik Gesundheit |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032577095&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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