Text to process model: automating process model creation from text
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Münster
WWU
[2021]
|
| Schriftenreihe: | Wissenschaftliche Schriften der WWU Münster. Reihe 4
Band 20 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | xiii, 318 Seiten Illustrationen, Diagramme |
| ISBN: | 9783840502569 |
Internformat
MARC
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| 100 | 1 | |a Nolte, Felix Reinold |d 1991- |e Verfasser |0 (DE-588)1235924130 |4 aut | |
| 245 | 1 | 0 | |a Text to process model |b automating process model creation from text |c Felix Reinold Nolte |
| 264 | 1 | |a Münster |b WWU |c [2021] | |
| 300 | |a xiii, 318 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Wissenschaftliche Schriften der WWU Münster. Reihe 4 |v Band 20 | |
| 502 | |b Dissertation |c Westfälische Wilhelms-Universität Münster |d 2021 | ||
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| 650 | 0 | 7 | |a Textverstehendes System |0 (DE-588)4284758-8 |2 gnd |9 rswk-swf |
| 653 | |a Process Modeling | ||
| 653 | |a Knowledge Management | ||
| 653 | |a Natural Language Processing | ||
| 653 | |a Automated Model Creation | ||
| 653 | |a Petri Nets | ||
| 653 | |a Prozessmodellierung | ||
| 653 | |a Wissensmanagement | ||
| 653 | |a Automatisierte Modellerstellung | ||
| 653 | |a Petri Netze | ||
| 653 | |a Process Modeling | ||
| 653 | |a Knowledge Management | ||
| 653 | |a Natural Language Processing | ||
| 653 | |a Automated Model Creation | ||
| 653 | |a Petri Nets | ||
| 653 | |a Prozessmodellierung | ||
| 653 | |a Wissensmanagement | ||
| 653 | |a Natural Language Processing | ||
| 653 | |a Automatisierte Modellerstellung | ||
| 653 | |a Petri Netze | ||
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| 689 | 0 | 3 | |a Petri-Netz |0 (DE-588)4045388-1 |D s |
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Datensatz im Suchindex
| _version_ | 1804182653536043008 |
|---|---|
| adam_text | CONTENTS
1
INTRODUCTION
1
1.1
MOTIVATION
...............................................................
2
1.2
RESEARCH
QUESTION
AND
GOAL
..................................
8
1.3
THESIS
STRUCTURE
......................................................
11
1
FOUNDATIONS
13
2
PROCESS
MODELING
AND
KNOWLEDGE
MANAGEMENT
19
2.1
BASICS
OF
BUSINESS
PROCESS
MODELING
.......................
19
2.1.1
BUSINESS
PROCESSES
.....................................
21
2.1.2
BUSINESS
PROCESS
MODELS
.............................
22
2.1.3
BUSINESS
PROCESS
MODELING
LANGUAGES
...
22
2.1.4
IMPERATIVE
AND
DECLARATIVE
MODELING
....
25
2.2
BUSINESS
MODELING
WITH
PETRI
NETS
..........................
27
2.3
QUALITY
OF
BUSINESS
PROCESS
MODELS
.......................
31
2.3.1
QUALITY
FRAMEWORKS
AND
GUIDELINES
...........
34
2.3.2
QUALITY
METRICS
...........................................
44
2.4
KNOWLEDGE
MANAGEMENT
VIA
MODELS
.......................
47
2.4.1
KNOWLEDGE
MANAGEMENT
.............................
48
CONTENTS
2.4.2
BUSINESS
PROCESS
MODELING
IN
KNOWLEDGE
MANAGEMENT
.................................................
66
2.5
MODEL
GENERATION
AND
TRANSFORMATION
...................
73
3
NATURAL
LANGUAGE
PROCESSING
77
3.1
FUNDAMENTALS
..........................................................
77
3.1.1
HISTORICAL
DEVELOPMENT
.............................
80
3.1.2
THEORETICAL
FOUNDATIONS
.............................
82
3.1.3
TASKS
AND
CHALLENGES
...................................
86
3.2
EXAMPLES
..................................................................
96
3.2.1
INDUSTRY
.......................................................
97
3.2.2
ACADEMIA
....................................................
99
3.3
RELATED
CONCEPTS
.........................................................
101
3.4
RELATED
IMPLEMENTATIONS
...........................................
104
II
AUTOMATED
MODEL
CREATION
FROM
TEXT
109
4
PROBLEM
SPECIFICATION
111
4.1
RELATED
WORK
...............................................................
ILL
4.1.1
EXISTING
APPROACHES
.....................................
112
4.1.2
RELATED
APPROACHES
........................................
124
4.2
CHALLENGES
..................................................................
130
4.2.1
INFORMATION
ACQUISITION
...............................
130
4.2.2
LANGUAGE
SPECIFICS
........................................
133
4.2.3
PETRI
NET
AND
HORUS
MODEL
SPECIFICS
....
139
4.2.4
MODELING
CONVENTIONS
..................................
143
4.3
CONTRIBUTION
...............................................................
146
IV
CONTENTS
5
CONTEXT
DESCRIPTION
AND
DESIGN
151
5.1
HORUS
METHOD
...........................................................
151
5.1.1
HORUS
BUSINESS
MODELER
...............................
155
5.1.2
HORUS
PROCEDURE
MODELS
...............................
157
5.2
CONCEPT
.......................................................................
157
5.2.1
OBJECTIVES
......................................................
161
5.2.2
METHODS
AND
TECHNIQUES
...............................
164
5.2.3
REFERENCE
POINT
TO
CONTEXTUAL
KNOWLEDGE
BASE
..............................................................
165
5.2.4
TRANSFORMATION
APPROACH
............................
186
6
IMPLEMENTATION
AND
EVALUATION
207
6.1
SCOPE
.........................................................................
208
6.2
ARCHITECTURE
..............................................................
209
6.2.1
PIPELINE
........................................................
209
6.2.2
INPUT
REQUIREMENTS
.......................................
210
6.2.3
ARTIFACTS
........................................................
211
6.3
FEATURES
......................................................................
213
6.3.1
NATURAL
LANGUAGE
TEXT
PRE-PROCESSING
...
213
6.3.2
LINGUISTIC
FEATURE
EXTRACTION
.........................
218
6.3.3
MODEL
ELEMENT
MAPPING
...............................
233
6.3.4
PROCESS
MODEL
GENERATION
............................
251
6.4
EVALUATION
.................................................................
255
6.4.1
EXPERIMENTAL
SETUP
.......................................
256
6.4.2
SUMMARY
OF
RESULTS
.......................................
260
6.4.3
DISCUSSION
.....................................................
263
V
CONTENTS
III
CLOSING
REMARKS
275
7
CONCLUSIONS
277
7.1
SUMMARY
....................................................................
277
7.2
IMPLICATIONS
...............................................................
279
7.3
OUTLOOK
.......................................................................
282
BIBLIOGRAPHY
287
LIST
OF
ABBREVIATIONS
317
VI
|
| adam_txt |
CONTENTS
1
INTRODUCTION
1
1.1
MOTIVATION
.
2
1.2
RESEARCH
QUESTION
AND
GOAL
.
8
1.3
THESIS
STRUCTURE
.
11
1
FOUNDATIONS
13
2
PROCESS
MODELING
AND
KNOWLEDGE
MANAGEMENT
19
2.1
BASICS
OF
BUSINESS
PROCESS
MODELING
.
19
2.1.1
BUSINESS
PROCESSES
.
21
2.1.2
BUSINESS
PROCESS
MODELS
.
22
2.1.3
BUSINESS
PROCESS
MODELING
LANGUAGES
.
22
2.1.4
IMPERATIVE
AND
DECLARATIVE
MODELING
.
25
2.2
BUSINESS
MODELING
WITH
PETRI
NETS
.
27
2.3
QUALITY
OF
BUSINESS
PROCESS
MODELS
.
31
2.3.1
QUALITY
FRAMEWORKS
AND
GUIDELINES
.
34
2.3.2
QUALITY
METRICS
.
44
2.4
KNOWLEDGE
MANAGEMENT
VIA
MODELS
.
47
2.4.1
KNOWLEDGE
MANAGEMENT
.
48
CONTENTS
2.4.2
BUSINESS
PROCESS
MODELING
IN
KNOWLEDGE
MANAGEMENT
.
66
2.5
MODEL
GENERATION
AND
TRANSFORMATION
.
73
3
NATURAL
LANGUAGE
PROCESSING
77
3.1
FUNDAMENTALS
.
77
3.1.1
HISTORICAL
DEVELOPMENT
.
80
3.1.2
THEORETICAL
FOUNDATIONS
.
82
3.1.3
TASKS
AND
CHALLENGES
.
86
3.2
EXAMPLES
.
96
3.2.1
INDUSTRY
.
97
3.2.2
ACADEMIA
.
99
3.3
RELATED
CONCEPTS
.
101
3.4
RELATED
IMPLEMENTATIONS
.
104
II
AUTOMATED
MODEL
CREATION
FROM
TEXT
109
4
PROBLEM
SPECIFICATION
111
4.1
RELATED
WORK
.
ILL
4.1.1
EXISTING
APPROACHES
.
112
4.1.2
RELATED
APPROACHES
.
124
4.2
CHALLENGES
.
130
4.2.1
INFORMATION
ACQUISITION
.
130
4.2.2
LANGUAGE
SPECIFICS
.
133
4.2.3
PETRI
NET
AND
HORUS
MODEL
SPECIFICS
.
139
4.2.4
MODELING
CONVENTIONS
.
143
4.3
CONTRIBUTION
.
146
IV
CONTENTS
5
CONTEXT
DESCRIPTION
AND
DESIGN
151
5.1
HORUS
METHOD
.
151
5.1.1
HORUS
BUSINESS
MODELER
.
155
5.1.2
HORUS
PROCEDURE
MODELS
.
157
5.2
CONCEPT
.
157
5.2.1
OBJECTIVES
.
161
5.2.2
METHODS
AND
TECHNIQUES
.
164
5.2.3
REFERENCE
POINT
TO
CONTEXTUAL
KNOWLEDGE
BASE
.
165
5.2.4
TRANSFORMATION
APPROACH
.
186
6
IMPLEMENTATION
AND
EVALUATION
207
6.1
SCOPE
.
208
6.2
ARCHITECTURE
.
209
6.2.1
PIPELINE
.
209
6.2.2
INPUT
REQUIREMENTS
.
210
6.2.3
ARTIFACTS
.
211
6.3
FEATURES
.
213
6.3.1
NATURAL
LANGUAGE
TEXT
PRE-PROCESSING
.
213
6.3.2
LINGUISTIC
FEATURE
EXTRACTION
.
218
6.3.3
MODEL
ELEMENT
MAPPING
.
233
6.3.4
PROCESS
MODEL
GENERATION
.
251
6.4
EVALUATION
.
255
6.4.1
EXPERIMENTAL
SETUP
.
256
6.4.2
SUMMARY
OF
RESULTS
.
260
6.4.3
DISCUSSION
.
263
V
CONTENTS
III
CLOSING
REMARKS
275
7
CONCLUSIONS
277
7.1
SUMMARY
.
277
7.2
IMPLICATIONS
.
279
7.3
OUTLOOK
.
282
BIBLIOGRAPHY
287
LIST
OF
ABBREVIATIONS
317
VI |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Nolte, Felix Reinold 1991- |
| author_GND | (DE-588)1235924130 |
| author_facet | Nolte, Felix Reinold 1991- |
| author_role | aut |
| author_sort | Nolte, Felix Reinold 1991- |
| author_variant | f r n fr frn |
| building | Verbundindex |
| bvnumber | BV047396472 |
| classification_rvk | QH 465 |
| collection | ebook |
| ctrlnum | (OCoLC)1263279419 (DE-599)DNB1234258269 |
| discipline | Wirtschaftswissenschaften |
| discipline_str_mv | Wirtschaftswissenschaften |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV047396472 |
| illustrated | Illustrated |
| index_date | 2024-07-03T17:51:10Z |
| indexdate | 2024-07-10T09:10:58Z |
| institution | BVB |
| institution_GND | (DE-588)5091030-9 |
| isbn | 9783840502569 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032797664 |
| oclc_num | 1263279419 |
| open_access_boolean | 1 |
| owner | DE-703 DE-N2 |
| owner_facet | DE-703 DE-N2 |
| physical | xiii, 318 Seiten Illustrationen, Diagramme |
| psigel | ebook |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | WWU |
| record_format | marc |
| series | Wissenschaftliche Schriften der WWU Münster. Reihe 4 |
| series2 | Wissenschaftliche Schriften der WWU Münster. Reihe 4 |
| spelling | Nolte, Felix Reinold 1991- Verfasser (DE-588)1235924130 aut Text to process model automating process model creation from text Felix Reinold Nolte Münster WWU [2021] xiii, 318 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Wissenschaftliche Schriften der WWU Münster. Reihe 4 Band 20 Dissertation Westfälische Wilhelms-Universität Münster 2021 Wissensmanagement (DE-588)4561842-2 gnd rswk-swf Petri-Netz (DE-588)4045388-1 gnd rswk-swf Prozessmodell (DE-588)4237203-3 gnd rswk-swf Textverstehendes System (DE-588)4284758-8 gnd rswk-swf Process Modeling Knowledge Management Natural Language Processing Automated Model Creation Petri Nets Prozessmodellierung Wissensmanagement Automatisierte Modellerstellung Petri Netze (DE-588)4113937-9 Hochschulschrift gnd-content Wissensmanagement (DE-588)4561842-2 s Prozessmodell (DE-588)4237203-3 s Textverstehendes System (DE-588)4284758-8 s Petri-Netz (DE-588)4045388-1 s DE-604 Universitäts- und Landesbibliothek Münster (DE-588)5091030-9 pbl Erscheint auch als Online-Ausgabe urn:nbn:de:hbz:6-77079625138 Wissenschaftliche Schriften der WWU Münster. Reihe 4 Band 20 (DE-604)BV037255919 20 https://nbn-resolving.de/urn:nbn:de:hbz:6-77079625138 Resolving-System kostenfrei Volltext B:DE-101 application/pdf https://d-nb.info/1234258269/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032797664&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p aepsg 0,97682 20210716 DE-101 https://d-nb.info/provenance/plan#aepsg |
| spellingShingle | Nolte, Felix Reinold 1991- Text to process model automating process model creation from text Wissenschaftliche Schriften der WWU Münster. Reihe 4 Wissensmanagement (DE-588)4561842-2 gnd Petri-Netz (DE-588)4045388-1 gnd Prozessmodell (DE-588)4237203-3 gnd Textverstehendes System (DE-588)4284758-8 gnd |
| subject_GND | (DE-588)4561842-2 (DE-588)4045388-1 (DE-588)4237203-3 (DE-588)4284758-8 (DE-588)4113937-9 |
| title | Text to process model automating process model creation from text |
| title_auth | Text to process model automating process model creation from text |
| title_exact_search | Text to process model automating process model creation from text |
| title_exact_search_txtP | Text to process model automating process model creation from text |
| title_full | Text to process model automating process model creation from text Felix Reinold Nolte |
| title_fullStr | Text to process model automating process model creation from text Felix Reinold Nolte |
| title_full_unstemmed | Text to process model automating process model creation from text Felix Reinold Nolte |
| title_short | Text to process model |
| title_sort | text to process model automating process model creation from text |
| title_sub | automating process model creation from text |
| topic | Wissensmanagement (DE-588)4561842-2 gnd Petri-Netz (DE-588)4045388-1 gnd Prozessmodell (DE-588)4237203-3 gnd Textverstehendes System (DE-588)4284758-8 gnd |
| topic_facet | Wissensmanagement Petri-Netz Prozessmodell Textverstehendes System Hochschulschrift |
| url | https://nbn-resolving.de/urn:nbn:de:hbz:6-77079625138 https://d-nb.info/1234258269/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032797664&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV037255919 |
| work_keys_str_mv | AT noltefelixreinold texttoprocessmodelautomatingprocessmodelcreationfromtext AT universitatsundlandesbibliothekmunster texttoprocessmodelautomatingprocessmodelcreationfromtext |