Comparing and aligning process representations: foundations and technical solutions
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Cham, Switzerland
Springer
[2018]
|
| Series: | Lecture notes in business information processing
323 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 164 Seiten Diagramme |
| ISBN: | 9783319946337 |
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Record in the Search Index
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Contents
1 Introduction . 1
1.1 Motivation. 1
1.2 Contributions. 2
1.3 Outline. 5
2 Background. 9
2.1 Process Information in Organizations. 10
2.1.1 Business Process Management. 10
2.1.2 Process Information. 11
2.1.3 Capturing Process Information. 12
2.1.4 The Problem of Fragmented Process Information. 15
2.2 Natural Language Processing. 19
2.2.1 Part-of-Speech Tagging. 20
2.2.2 Sentence Parsing. 23
2.2.3 Reference Resolution . 25
2.2.4 Natural Language Ambiguity. 26
2.2.5 Applications in Business Process Management. 27
2.3 Matching. 28
2.3.1 Matching Example. 29
2.3.2 The Matching Task. 30
2.3.3 Similarity Measures. 31
2.3.4 Matching in Business Process Management. 36
3 Comparing Process Models to Textual Process Descriptions . 39
3.1 Problem Illustration. 40
3.2 Inconsistency-Detection Approach . . 41
3.2.1 Linguistic Analysis. 42
3.2.2 Activity-Sentence Alignment. . . 45
3.2.3 Inconsistency Detection. 48
3.3 Evaluation. 52
3.3.1 Test Collection. 52
3.3.2 Setup. 53
3.3.3 Results. 55
3.3.4 Discussion. 58
3.4 Limitations. 59
3.5 Related Work. 60
3.6 Summary. 61
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Contents
Conformance Checking Based on Uncertain Event-Activity
Mappings.
4.1 Problem Illustration.
4.2 Conformance-Checking Technique.
4.2.1 Capturing Mapping Uncertainty Using Behavioral Spaces. . .
4.2.2 Using Behavioral Spaces for Conformance Checking.
4.3 Evaluation. .
4.3.1 Test Collection.
4.3.2 Setup.
4.3.3 Results.
4.4 Limitations.
4.5 Related Work.
4.6 Summary.
Dealing with Ambiguity in Textual Process Descriptions. .
5.1 Problem Illustration.
5.2 Capturing Ambiguity Using Behavioral Spaces.
5.2.1 Parsing Textual Process Descriptions .
5.2.2 Computing Statement Interpretations.
5.2.3 Generating a Behavioral Space.
5.3 Conformance Checking Using Behavioral Spaces.
5.4 Pruning Behavioral Spaces Based on Information Gain.
5.4.1 Conformance-Checking Uncertainty.
5.4.2 Information Gain.
5.5 Evaluation.
5.5.1 Test Collection.
5.5.2 Conformance Evaluation .
5.5.3 Pruning Evaluation.
5.6 Limitations.
5.7 Related Work.
5.8 Summary.
Transforming and Aligning Process Performance Indicators.
6.1 Problem Illustration.
6.2 Template-Based PPI Definitions.
6.2.1 Template Slots.
6.2.2 Slot Domains.
6.3 Transformation Approach.
6.3.1 Semantic Annotation.
6.3.2 Domain Value Resolution.
6.3.3 Operationalization and Extensibility.
6.4 Evaluation.
6.4.1 Test Collection.
6.4.2 Setup.
6.4.3 Results.
Contents
XI
6.5 Limitations. 124
6.6 Related Work. 124
6.7 Summary. 125
7 Process Model Matching Using Event-Log Information. 127
7.1 Problem Illustration. 128
7.2 Event Log-Based Matching. 129
7.2.1 Positional Similarity. 130
7.2.2 Occurrence Similarity . 130
7.2.3 Duration Similarity. 131
7.2.4 Attribute Name Similarity. 132
7.2.5 Attribute Value Similarity. 133
7.2.6 Prerequisites Similarity. 134
7.2.7 Operationalization. 135
7.3 Evaluation. 135
7.3.1 Test Collection. 135
7.3.2 Setup. 136
7.3.3 Results. 137
7.4 Limitations. 140
7.5 Related Work. 141
7.6 Summary . 141
8 Conclusion. 143
8.1 Summary of Results. 143
8.2 Implications. 145
8.2.1 Implications for Practice. 146
8.2.2 Implications for Research. 147
8.3 Future Research. 148
8.3.1 Technical Perspective. 149
References
151 |
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| spelling | Aa, Han van der Verfasser (DE-588)116447880X aut Comparing and aligning process representations foundations and technical solutions Han van der Aa Cham, Switzerland Springer [2018] XI, 164 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Lecture notes in business information processing 323 Dissertation Vrije Universiteit Amsterdam 2018 Überarbeitete Fassung Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Prozessorganisation (DE-588)4405219-4 gnd rswk-swf Betriebliches Informationssystem (DE-588)4069386-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Prozessmanagement (DE-588)4353072-2 s Betriebliches Informationssystem (DE-588)4069386-7 s DE-604 Prozessorganisation (DE-588)4405219-4 s 1\p DE-604 Erscheint auch als Online-Ausgabe, eBook 978-3-319-94634-4 Lecture notes in business information processing 323 (DE-604)BV023204387 323 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=030523222&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Aa, Han van der Comparing and aligning process representations foundations and technical solutions Lecture notes in business information processing Prozessmanagement (DE-588)4353072-2 gnd Prozessorganisation (DE-588)4405219-4 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd |
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| title | Comparing and aligning process representations foundations and technical solutions |
| title_auth | Comparing and aligning process representations foundations and technical solutions |
| title_exact_search | Comparing and aligning process representations foundations and technical solutions |
| title_full | Comparing and aligning process representations foundations and technical solutions Han van der Aa |
| title_fullStr | Comparing and aligning process representations foundations and technical solutions Han van der Aa |
| title_full_unstemmed | Comparing and aligning process representations foundations and technical solutions Han van der Aa |
| title_short | Comparing and aligning process representations |
| title_sort | comparing and aligning process representations foundations and technical solutions |
| title_sub | foundations and technical solutions |
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| topic_facet | Prozessmanagement Prozessorganisation Betriebliches Informationssystem Hochschulschrift |
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