Comparing and aligning process representations: foundations and technical solutions
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2018]
|
| Schriftenreihe: | Lecture notes in business information processing
323 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 164 Seiten Diagramme |
| ISBN: | 9783319946337 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804178794257317888 |
|---|---|
| adam_text | 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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| author | Aa, Han van der |
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| bvnumber | BV045133261 |
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| ctrlnum | (OCoLC)1050938273 (DE-599)BVBBV045133261 |
| discipline | Wirtschaftswissenschaften |
| format | Thesis Book |
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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 Betriebliches Informationssystem (DE-588)4069386-7 gnd rswk-swf Prozessorganisation (DE-588)4405219-4 gnd rswk-swf Prozessmanagement (DE-588)4353072-2 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 Betriebliches Informationssystem (DE-588)4069386-7 gnd Prozessorganisation (DE-588)4405219-4 gnd Prozessmanagement (DE-588)4353072-2 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 | Betriebliches Informationssystem Prozessorganisation Prozessmanagement Hochschulschrift |
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