Semantic processing of digital documents:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
[2015]
|
| Schlagworte: | |
| Online-Zugang: | Volltext Volltext Inhaltsverzeichnis |
| Beschreibung: | IV, 351 S. graph. Darst. |
Internformat
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Datensatz im Suchindex
| _version_ | 1804152859244101632 |
|---|---|
| adam_text | Contents
I Preliminaries
3
1
Introduction
5
1.1
Motivation
....................................... 5
1.2
Problem Description
..,..,..,,............,...,.,..,,. 6
1.3
Approach
.......,,..,.....,...,,..,..,,....,..... 7
1.4
Contributions
....,.,.,,....,...,....., ,............
V
2
Other Work
9
2.1
Documents
. ,..................................... 9
2.1.1
Document Types
................................ 9
2.1.2
Digital Video
.................................. 10
2.2
Document Modelling and Verification
........................ 10
II Foundations
13
3
Technologies
15
3.1
XML Technologies
................................... 15
3.1.1
XML
....................................... 15
3.1.2
XPath
...................................... 18
3.1.3
XQuery
.................. ,.................. 20
3.2
Description Logics
...,.,...,.,.,.,..,,....,...,...... 21
3.2.1
Syntax of Description Logics
......................... 22
3.2.2
Semantics of Description Logics
........................ 25
3.2.3
Description Logic Languages
.,.,.,,,,...,............ 30
3.3
Semantic Web Technologies
.............................. 33
3.3.1
RDF
....................................... 33
3.3.2
RDF Schema
.................................. 37
3.3.3
OWL
...................................... 40
3.3.4
SKOS
...................................... 43
3.3.5
SPARQL
.................................... 45
3.3.6
RDF Frameworks
................................ 49
3.4
Rule Languages
..................................... 50
3.5
Model Checking
..................................... 51
3.5.1
CTL
....................................... 51
3.5.2
ACCCTl
.................................... 54
II
CONTENTS
4
Modelling
Digital
Documents
57
4.1
Terminology
.........................
,
......
,
...... 57
4.1.1
What is a Document?
............................. 57
4.1.2
Our Notion of a Document
.......................... 61
4.1.3
Interactivity in Documents
.......................... 65
4.1.4
Other Types of Documents
.......................... 66
4.1.5
Layers of Abstraction on Documents
...,..,...,.......... 67
4.1.6
Formalised Notion of a Document
...................... 71
4.2
Modelling Semantic Data
............................... 76
4.2.1
Modelling Documents
............................. 76
4.2.2
Modelling Processes
.............................. 92
5
Processing Digital Documents
97
5.1
Extracting Data Models
................................ 97
5.2
Inference on Document Models
............................ 117
5.3
Modelling Towers of
Meta
............................... 119
6
Background Knowledge
131
6.1
Obtaining Knowledge from Wikipedia
.........,.............. 132
6.1.1
Preparing Wikipedia for Knowledge Extraction
............... 134
6.1.2
Harvesting Wikipedia
............................. 143
6.1.3
Practical Considerations
............................ 146
6.2
Obtaining Knowledge from other Sources
...................... 149
III Implementation
153
7
System Architecture
155
7.1
System Overview
.................................... 155
7.2
Preprocessing
...................................... 163
7.3
Semantic Processing
.................................. 163
7.4
Postprocessing
..................................... 165
8
Implementing Document Models
171
8.1
Implementation Basics
................................. 171
8.2
Implementing Document Fragments
......................... 172
8.3
Implementing Relations
................................ 172
8.3.1
Implementing Include Relations
,....................... 172
8.3.2
Implementing Reference Relations
...................... 173
8.3.3
Implementing Has-Part Relations
....................... 174
8.3.4
Implementing Literal-Valued Relations
.................... 175
8.4
Document Lifecycle
................................... 177
8.5
Implementing Process Models
............................. 178
9
Processing Document Models
179
9.1
Extracting Data Models
................................ 179
9.1.1
Program-based Extraction
........................... 180
9.1.2
Query-based Extraction
............................ 183
9.1.3
Rule-based Extraction
............................. 186
9.2
Inference on Document Models
............................ 215
CONTENTS
ΙΠ
9.3 Views
on a Document Model
............................. 219
10
Use Cases
229
10.1
Document Verification
................................. 229
10.1.1
Realistic Technical Documentation Use Case
................ 229
10.1.2
Real
Е
-Learning Use Case
........................... 234
10.1.3
Real Lecture Notes Use Case
......................... 236
10.2
Process Verification
................,.................. 236
10.3
Other Use Cases
......................,............. 241
IV Evaluation
243
11
Quantitative Evaluation
245
11.1
Generated Documents
................................. 245
11.2
Real Documents from Different Domains
....................... 249
11.2.1
E-Learning Documents
.,,,,,.,,,,,,...,.,,.,,...... 250
1.1.2.2
Technical Documentation
.....,......,.,.,.......,.. 251
11.2.3
Process Descriptions (NPB)
.......................... 252
11.2.4
Process Descriptions
(DLR)................,,..,...., 253
11.3
Comparison with Alternative Methods
........................ 256
11.4
Adaptability of the Processing Rules
......................... 263
11.5
Inference on Large Ontologies
............................. 264
12
Qualitative Evaluation
271
12.1
Expressive Power of Transformation Rules and Background Knowledge
...... 271
12.2
Quality of the Document Models
........................... 273
12.3
Quality of the Background Knowledge
........................ 275
12.4
Relationship between Qualities
............................ 276
12.5
Applicability to Different Types of Documents
................... 277
V Conclusion
281
13
Conclusion
283
14
Extensions and Future Work
235
Bibliography
287
List of Figures
297
List of Tables
301
Index
304
VI Appendix
309
A Model Vocabulary
311
A.I Common Vocabulary
.................................. 311
IV
CONTENTS
A.I.I Object Properties
............................... 311
Α.
1.2
Datatype Properties
.............................. 312
A.1.3 Classes
.................................... . 318
A.
2
Vocabulary for Documents
............................... 319
A.2.1 Object Properties
.................,............. 319
A.2.2 Datatype Properties
.............................. 319
A.2.3 Classes
..................................... 319
A.3 Vocabulary for Processes
................................ 322
A.3.1 Object Properties
.............................. . 322
A.3.
2
Datatype Properties
,............................ . 322
A.3.3 Classes
..................................... 323
В
Use Cases
325
B.I Technical documentations in DocBook format
.................... 325
B.2 Process specifications in BPMX format (NPB)
................... 332
B.3 Process specifications in
Visio
format (NPB)
. . , ,................ 335
B.4 Process specifications in XML format (NPB)
.................., . 338
B.5 Process specifications in Word format
(DLR).................... 342
В.
6
Game of Life
...................................... 350
|
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| spelling | Schönberg, Christian Verfasser aut Semantic processing of digital documents Christian Schönberg [2015] IV, 351 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Passau, Univ., Diss., 2014 Semantik (DE-588)4054490-4 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Verifikation (DE-588)4135577-5 gnd rswk-swf Verarbeitung (DE-588)4537851-4 gnd rswk-swf Dokument (DE-588)4139988-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Dokument (DE-588)4139988-2 s Semantik (DE-588)4054490-4 s Verifikation (DE-588)4135577-5 s Modellierung (DE-588)4170297-9 s Verarbeitung (DE-588)4537851-4 s DE-604 http://www.opus-bayern.de/uni-passau/volltexte/2015/2763/ kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:739-opus-27635 Resolving-System Volltext Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027726687&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Schönberg, Christian Semantic processing of digital documents Semantik (DE-588)4054490-4 gnd Modellierung (DE-588)4170297-9 gnd Verifikation (DE-588)4135577-5 gnd Verarbeitung (DE-588)4537851-4 gnd Dokument (DE-588)4139988-2 gnd |
| subject_GND | (DE-588)4054490-4 (DE-588)4170297-9 (DE-588)4135577-5 (DE-588)4537851-4 (DE-588)4139988-2 (DE-588)4113937-9 |
| title | Semantic processing of digital documents |
| title_auth | Semantic processing of digital documents |
| title_exact_search | Semantic processing of digital documents |
| title_full | Semantic processing of digital documents Christian Schönberg |
| title_fullStr | Semantic processing of digital documents Christian Schönberg |
| title_full_unstemmed | Semantic processing of digital documents Christian Schönberg |
| title_short | Semantic processing of digital documents |
| title_sort | semantic processing of digital documents |
| topic | Semantik (DE-588)4054490-4 gnd Modellierung (DE-588)4170297-9 gnd Verifikation (DE-588)4135577-5 gnd Verarbeitung (DE-588)4537851-4 gnd Dokument (DE-588)4139988-2 gnd |
| topic_facet | Semantik Modellierung Verifikation Verarbeitung Dokument Hochschulschrift |
| url | http://www.opus-bayern.de/uni-passau/volltexte/2015/2763/ https://nbn-resolving.org/urn:nbn:de:bvb:739-opus-27635 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027726687&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT schonbergchristian semanticprocessingofdigitaldocuments |