Information refinement technologies for crisis informatics: user expectations and design principles for social media and mobile apps
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Wiesbaden, Germany
Springer Vieweg
[2021]
|
| Schriftenreihe: | Research
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext http://www.springer.com/ Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | xliv, 381 Seiten Illustrationen 21 cm, 559 g |
| ISBN: | 9783658333430 365833343X |
Internformat
MARC
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| 100 | 1 | |a Kaufhold, Marc-André |e Verfasser |0 (DE-588)1212368061 |4 aut | |
| 245 | 1 | 0 | |a Information refinement technologies for crisis informatics |b user expectations and design principles for social media and mobile apps |c Marc-André Kaufhold |
| 264 | 1 | |a Wiesbaden, Germany |b Springer Vieweg |c [2021] | |
| 300 | |a xliv, 381 Seiten |b Illustrationen |c 21 cm, 559 g | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Research | |
| 502 | |b Dissertation |c Technische Universität Darmstadt | ||
| 650 | 0 | 7 | |a App |g Programm |0 (DE-588)7705206-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Information Extraction |0 (DE-588)4566641-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Wichtigkeit |0 (DE-588)4706879-6 |2 gnd |9 rswk-swf |
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| 650 | 0 | 7 | |a Katastrophenmanagement |0 (DE-588)4447164-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Social Media |0 (DE-588)4639271-3 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Informationsqualität |0 (DE-588)4793947-3 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Mensch-Maschine-Kommunikation |0 (DE-588)4125909-9 |2 gnd |9 rswk-swf |
| 653 | |a Information Science | ||
| 653 | |a Big Social Data | ||
| 653 | |a Social Media Analytics | ||
| 653 | |a Crisis Informatics | ||
| 653 | |a Human-Computer Interaction | ||
| 653 | |a Emergency Management | ||
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Datensatz im Suchindex
| _version_ | 1804182909349789696 |
|---|---|
| adam_text | CONTENTS
PART
I
OUTLINE
1
INTRODUCTION
....................................................................................................
3
1.1
MOTIVATION
.....................................................................................
3
1.2
AIMS
AND
OBJECTIVES
....................................................................
5
1.3
STRUCTURE
OF
THE
WORK
..................................................................
6
2
RELATED
WORK
.................................................................................................
11
2.1
FOUNDATIONS
AND
TERMS
OF
CRISIS
MANAGEMENT
..........................
11
2.2
RESEARCH
DOMAIN
AND
TECHNOLOGIES
OF
CRISIS
INFORMATICS
....
15
2.3
ADOPTION
OF
SOCIAL
MEDIA
ANALYTICS
IN
CRISIS
INFORMATICS
....
18
2.4
TOWARDS
INFORMATION
REFINEMENT
IN
CRISIS
INFORMATICS
............
21
2.5
RESEARCH
GAPS
AND
POTENTIALS
....................................................
23
3
RESEARCH
DESIGN
...........................................................................................
27
3.1
RESEARCH
FIELD
AND
FOUNDATIONS
................................................
27
3.2
RESEARCH
APPROACH
......................................................................
30
3.3
RESEARCH
CONTEXT
.........................................................................
33
3.4
METHODS
.........................................................................................
35
PART
II
THEORETICAL
AND
EMPIRICAL
FINDINGS
4
RETROSPECTIVE
REVIEW
AND
FUTURE
DIRECTIONS
FOR
CRISIS
INFORMATICS
.....................................................................................................
47
4.1
INTRODUCTION
AND
BRIEF
HISTORY
.....................................................
47
4.2
PUBLISHED
CASES
OF
SOCIAL
MEDIA
IN
EMERGENCIES
...................
49
4.3
USAGE
PATTERNS
-
TYPES
OF
INTERACTION
IN
SOCIAL
MEDIA
............
54
4.4
ROLE
PATTERNS
-
TYPES
OF
USERS
IN
SOCIAL
MEDIA
.......................
61
4.5
PERCEPTION
PATTERNS
-
VIEWS
ON
SOCIAL
MEDIA
...........................
66
4.6
THE
PAST
AND
THE
FUTURE:
DISCUSSION
AND
CONCLUSION
..............
70
5
SURVEY
ON
MEDIA
PERCEPTION
AND
USE
DURING
INFRASTRUCTURE
FAILURE
...............................................................................................................
75
5.1
INTRODUCTION
....................................................................................
76
5.2
STATE
OF
THE
ART
..............................................................................
77
5.3
METHODOLOGY
..................................................................................
79
5.4
RESULTS
............................................................................................
81
5.5
DISCUSSION
AND
CONCLUSION
...........................................................
87
5.6
APPENDIX:
SURVEY
QUESTIONS
........................................................
90
6
SURVEY
ON
CITIZENS
PERCEPTION
AND
USE
OF
SOCIAL
MEDIA
.................
93
6.1
INTRODUCTION
....................................................................................
93
6.2
PERCEPTION
OF
THE
USE
OF
SOCIAL
MEDIA
IN
EMERGENCIES
..........
95
6.3
METHODOLOGY
..................................................................................
98
6.4
EMPIRICAL
RESULTS
..........................................................................
102
6.5
DISCUSSION
AND
CONCLUSION
..........................................................
ILL
6.6
LIMITATIONS
......................................................................................
117
6.7
APPENDIX:
SURVEY
QUESTIONS
.......................................................
117
7
SURVEY
ON
THE
ADOPTION,
USE
AND
DIFFUSION
OF
CRISIS
APPS
...............
119
7.1
INTRODUCTION
....................................................................................
119
7.2
BACKGROUND
AND
RELATED
WORK
...................................................
121
7.3
REPRESENTATIVE
STUDY:
METHODOLOGY
...........................................
128
7.4
RESULTS
............................................................................................
130
7.5
DISCUSSION
AND
CONCLUSION
..........................................................
138
PART
III
DESIGN
AND
EVALUATION
FINDINGS
8
DESIGN
AND
EVALUATION
OF
SOCIAL
MEDIA
GUIDELINES
FOR
CITIZENS
...
147
8.1
INTRODUCTION
....................................................................................
147
8.2
RELATED
WORK:
CHALLENGES
OF
SOCIAL
MEDIA
IN
EMERGENCIES
AND
EXISTING
GUIDELINES
...................................
149
8.3
METHODOLOGY
..................................................................................
154
8.4
RESULTS
............................................................................................
158
8.5
DISCUSSION
AND
CONCLUSION
...........................................................
168
8.6
APPENDIX:
VISUALIZATION
OF
THE
GUIDELINES
...............................
172
8.7
APPENDIX:
CORRELATIONS
BETWEEN
RESPONSES
FOR
ALL
GUIDELINES
......................................................................................
173
9
DESIGN
AND
EVALUATION
OF
A
CROSS
SOCIAL
MEDIA
ALERTING
SYSTEM
..............................................................................................................
175
9.1
INTRODUCTION
...................................................................................
175
9.2
CONCEPTUAL
FRAMING
AND
RELATED
WORK
.....................................
177
9.3
REQUIREMENTS
ANALYSIS:
METHODOLOGY,
PRE-STUDIES
AND
WORKSHOPS
..............................................................................
189
9.4
DEVELOPMENT
AND
ARCHITECTURE
OF
A
CROSS-PLATFORM
SOCIAL
MEDIA
BASED
ALERTING
SYSTEM
..........................................
191
9.5
METHODOLOGY
OF
THE
SYSTEMS
EVALUATION
...................................
197
9.6
RESULTS
OF
THE
SYSTEMS
EVALUATION
.............................................
202
9.7
DISCUSSION
.....................................................................................
208
9.8
CONCLUSION
.....................................................................................
212
10
DESIGN
AND
EVALUATION
OF
AN
ACTIVE
RELEVANCE
CLASSIFICATION
SYSTEM
..............................................................................................................
215
10.1
INTRODUCTION
...................................................................................
216
10.2
LITERATURE
REVIEW
..........................................................................
218
10.3
TECHNOLOGICAL
BASIS:
SOCIAL
DATA
MANAGEMENT
AND
ANALYSIS
.................................................................................
230
10.4
EVALUATION
I:
RELEVANCE
CLASSIFICATION
VIA
BATCH
LEARNING
....
240
10.5
EVALUATION
II:
RELEVANCE
CLASSIFICATION
VIA
ACTIVE
AND
ONLINE
LEARNING
....................................................................
257
10.6
DISCUSSION
AND
CONCLUSION
..........................................................
265
11
DESIGN
AND
EVALUATION
OF
A
MOBILE
CRISIS
APP
....................................
273
11.1
INTRODUCTION
...................................................................................
274
11.2
RELATED
WORK
AND
COMPARISON
OF
CRISIS
APPS
...........................
275
11.3
DEVELOPMENT
AND
ARCHITECTURE
OF
THE
EMERGENCY
MOBILE
APP
.................................................................................................
279
11.4
EVALUATION
OF
THE
EMERGENCY
MOBILE
APP
...................................
284
11.5
DISCUSSION
AND
CONCLUSION
..........................................................
293
PART
IV
CONCLUSION
AND
OUTLOOK
12
INFORMATION
REFINEMENT
TECHNOLOGIES
FOR
CRISIS
RESPONSE
.............
299
12.1
OVERVIEW
OF
THE
INFORMATION
REFINEMENT
FRAMEWORK
..............
299
12.2
EVENT
PERSPECTIVE
..........................................................................
301
12.3
ORGANISATIONAL
PERSPECTIVE
..........................................................
305
12.4
SOCIETAL
PERSPECTIVE
......................................................................
308
12.5
TECHNOLOGICAL
PERSPECTIVE
............................................................
312
13
CONCLUSION
AND
FUTURE
WORK
.....................................................................
333
13.1
MAIN
FINDINGS
................................................................................
333
13.2
EMPIRICAL
AND
THEORETICAL
CONTRIBUTIONS
...................................
339
13.3
DESIGN
AND
PRACTICAL
CONTRIBUTIONS
.............................................
341
13.4
LIMITATIONS
AND
FUTURE
WORK
.......................................................
343
REFERENCES
.................................................................................................................
347
|
| adam_txt |
CONTENTS
PART
I
OUTLINE
1
INTRODUCTION
.
3
1.1
MOTIVATION
.
3
1.2
AIMS
AND
OBJECTIVES
.
5
1.3
STRUCTURE
OF
THE
WORK
.
6
2
RELATED
WORK
.
11
2.1
FOUNDATIONS
AND
TERMS
OF
CRISIS
MANAGEMENT
.
11
2.2
RESEARCH
DOMAIN
AND
TECHNOLOGIES
OF
CRISIS
INFORMATICS
.
15
2.3
ADOPTION
OF
SOCIAL
MEDIA
ANALYTICS
IN
CRISIS
INFORMATICS
.
18
2.4
TOWARDS
INFORMATION
REFINEMENT
IN
CRISIS
INFORMATICS
.
21
2.5
RESEARCH
GAPS
AND
POTENTIALS
.
23
3
RESEARCH
DESIGN
.
27
3.1
RESEARCH
FIELD
AND
FOUNDATIONS
.
27
3.2
RESEARCH
APPROACH
.
30
3.3
RESEARCH
CONTEXT
.
33
3.4
METHODS
.
35
PART
II
THEORETICAL
AND
EMPIRICAL
FINDINGS
4
RETROSPECTIVE
REVIEW
AND
FUTURE
DIRECTIONS
FOR
CRISIS
INFORMATICS
.
47
4.1
INTRODUCTION
AND
BRIEF
HISTORY
.
47
4.2
PUBLISHED
CASES
OF
SOCIAL
MEDIA
IN
EMERGENCIES
.
49
4.3
USAGE
PATTERNS
-
TYPES
OF
INTERACTION
IN
SOCIAL
MEDIA
.
54
4.4
ROLE
PATTERNS
-
TYPES
OF
USERS
IN
SOCIAL
MEDIA
.
61
4.5
PERCEPTION
PATTERNS
-
VIEWS
ON
SOCIAL
MEDIA
.
66
4.6
THE
PAST
AND
THE
FUTURE:
DISCUSSION
AND
CONCLUSION
.
70
5
SURVEY
ON
MEDIA
PERCEPTION
AND
USE
DURING
INFRASTRUCTURE
FAILURE
.
75
5.1
INTRODUCTION
.
76
5.2
STATE
OF
THE
ART
.
77
5.3
METHODOLOGY
.
79
5.4
RESULTS
.
81
5.5
DISCUSSION
AND
CONCLUSION
.
87
5.6
APPENDIX:
SURVEY
QUESTIONS
.
90
6
SURVEY
ON
CITIZENS
'
PERCEPTION
AND
USE
OF
SOCIAL
MEDIA
.
93
6.1
INTRODUCTION
.
93
6.2
PERCEPTION
OF
THE
USE
OF
SOCIAL
MEDIA
IN
EMERGENCIES
.
95
6.3
METHODOLOGY
.
98
6.4
EMPIRICAL
RESULTS
.
102
6.5
DISCUSSION
AND
CONCLUSION
.
ILL
6.6
LIMITATIONS
.
117
6.7
APPENDIX:
SURVEY
QUESTIONS
.
117
7
SURVEY
ON
THE
ADOPTION,
USE
AND
DIFFUSION
OF
CRISIS
APPS
.
119
7.1
INTRODUCTION
.
119
7.2
BACKGROUND
AND
RELATED
WORK
.
121
7.3
REPRESENTATIVE
STUDY:
METHODOLOGY
.
128
7.4
RESULTS
.
130
7.5
DISCUSSION
AND
CONCLUSION
.
138
PART
III
DESIGN
AND
EVALUATION
FINDINGS
8
DESIGN
AND
EVALUATION
OF
SOCIAL
MEDIA
GUIDELINES
FOR
CITIZENS
.
147
8.1
INTRODUCTION
.
147
8.2
RELATED
WORK:
CHALLENGES
OF
SOCIAL
MEDIA
IN
EMERGENCIES
AND
EXISTING
GUIDELINES
.
149
8.3
METHODOLOGY
.
154
8.4
RESULTS
.
158
8.5
DISCUSSION
AND
CONCLUSION
.
168
8.6
APPENDIX:
VISUALIZATION
OF
THE
GUIDELINES
.
172
8.7
APPENDIX:
CORRELATIONS
BETWEEN
RESPONSES
FOR
ALL
GUIDELINES
.
173
9
DESIGN
AND
EVALUATION
OF
A
CROSS
SOCIAL
MEDIA
ALERTING
SYSTEM
.
175
9.1
INTRODUCTION
.
175
9.2
CONCEPTUAL
FRAMING
AND
RELATED
WORK
.
177
9.3
REQUIREMENTS
ANALYSIS:
METHODOLOGY,
PRE-STUDIES
AND
WORKSHOPS
.
189
9.4
DEVELOPMENT
AND
ARCHITECTURE
OF
A
CROSS-PLATFORM
SOCIAL
MEDIA
BASED
ALERTING
SYSTEM
.
191
9.5
METHODOLOGY
OF
THE
SYSTEMS
'
EVALUATION
.
197
9.6
RESULTS
OF
THE
SYSTEMS
'
EVALUATION
.
202
9.7
DISCUSSION
.
208
9.8
CONCLUSION
.
212
10
DESIGN
AND
EVALUATION
OF
AN
ACTIVE
RELEVANCE
CLASSIFICATION
SYSTEM
.
215
10.1
INTRODUCTION
.
216
10.2
LITERATURE
REVIEW
.
218
10.3
TECHNOLOGICAL
BASIS:
SOCIAL
DATA
MANAGEMENT
AND
ANALYSIS
.
230
10.4
EVALUATION
I:
RELEVANCE
CLASSIFICATION
VIA
BATCH
LEARNING
.
240
10.5
EVALUATION
II:
RELEVANCE
CLASSIFICATION
VIA
ACTIVE
AND
ONLINE
LEARNING
.
257
10.6
DISCUSSION
AND
CONCLUSION
.
265
11
DESIGN
AND
EVALUATION
OF
A
MOBILE
CRISIS
APP
.
273
11.1
INTRODUCTION
.
274
11.2
RELATED
WORK
AND
COMPARISON
OF
CRISIS
APPS
.
275
11.3
DEVELOPMENT
AND
ARCHITECTURE
OF
THE
EMERGENCY
MOBILE
APP
.
279
11.4
EVALUATION
OF
THE
EMERGENCY
MOBILE
APP
.
284
11.5
DISCUSSION
AND
CONCLUSION
.
293
PART
IV
CONCLUSION
AND
OUTLOOK
12
INFORMATION
REFINEMENT
TECHNOLOGIES
FOR
CRISIS
RESPONSE
.
299
12.1
OVERVIEW
OF
THE
INFORMATION
REFINEMENT
FRAMEWORK
.
299
12.2
EVENT
PERSPECTIVE
.
301
12.3
ORGANISATIONAL
PERSPECTIVE
.
305
12.4
SOCIETAL
PERSPECTIVE
.
308
12.5
TECHNOLOGICAL
PERSPECTIVE
.
312
13
CONCLUSION
AND
FUTURE
WORK
.
333
13.1
MAIN
FINDINGS
.
333
13.2
EMPIRICAL
AND
THEORETICAL
CONTRIBUTIONS
.
339
13.3
DESIGN
AND
PRACTICAL
CONTRIBUTIONS
.
341
13.4
LIMITATIONS
AND
FUTURE
WORK
.
343
REFERENCES
.
347 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Kaufhold, Marc-André |
| author_GND | (DE-588)1212368061 |
| author_facet | Kaufhold, Marc-André |
| author_role | aut |
| author_sort | Kaufhold, Marc-André |
| author_variant | m a k mak |
| building | Verbundindex |
| bvnumber | BV047566460 |
| ctrlnum | (OCoLC)1282191713 (DE-599)DNB1230698515 |
| dewey-full | 363.348068 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 363 - Other social problems and services |
| dewey-raw | 363.348068 |
| dewey-search | 363.348068 |
| dewey-sort | 3363.348068 |
| dewey-tens | 360 - Social problems and services; associations |
| discipline | Soziologie |
| discipline_str_mv | Soziologie |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV047566460 |
| illustrated | Illustrated |
| index_date | 2024-07-03T18:29:01Z |
| indexdate | 2024-07-10T09:15:02Z |
| institution | BVB |
| institution_GND | (DE-588)1043386068 |
| isbn | 9783658333430 365833343X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032952175 |
| oclc_num | 1282191713 |
| open_access_boolean | |
| owner | DE-12 |
| owner_facet | DE-12 |
| physical | xliv, 381 Seiten Illustrationen 21 cm, 559 g |
| publishDate | 2021 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Springer Vieweg |
| record_format | marc |
| series2 | Research |
| spelling | Kaufhold, Marc-André Verfasser (DE-588)1212368061 aut Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps Marc-André Kaufhold Wiesbaden, Germany Springer Vieweg [2021] xliv, 381 Seiten Illustrationen 21 cm, 559 g txt rdacontent n rdamedia nc rdacarrier Research Dissertation Technische Universität Darmstadt App Programm (DE-588)7705206-7 gnd rswk-swf Information Extraction (DE-588)4566641-6 gnd rswk-swf Wichtigkeit (DE-588)4706879-6 gnd rswk-swf Situation Awareness (DE-588)7852143-9 gnd rswk-swf Verfeinerung (DE-588)4267759-2 gnd rswk-swf Katastrophenmanagement (DE-588)4447164-6 gnd rswk-swf Social Media (DE-588)4639271-3 gnd rswk-swf Informationsqualität (DE-588)4793947-3 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Information Science Big Social Data Social Media Analytics Crisis Informatics Human-Computer Interaction Emergency Management (DE-588)4113937-9 Hochschulschrift gnd-content Katastrophenmanagement (DE-588)4447164-6 s Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Social Media (DE-588)4639271-3 s App Programm (DE-588)7705206-7 s Informationsqualität (DE-588)4793947-3 s Verfeinerung (DE-588)4267759-2 s Wichtigkeit (DE-588)4706879-6 s Information Extraction (DE-588)4566641-6 s Situation Awareness (DE-588)7852143-9 s DE-604 Springer Fachmedien Wiesbaden (DE-588)1043386068 pbl Erscheint auch als Online-Ausgabe 978-3-658-33341-6 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4cbe8506fbe34680b7157678d36eb712&prov=M&dok_var=1&dok_ext=htm Inhaltstext X:MVB http://www.springer.com/ B:DE-101 application/pdf https://d-nb.info/1230698515/04 Inhaltsverzeichnis DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032952175&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p dnb 20211013 DE-101 https://d-nb.info/provenance/plan#dnb 2\p dnb 20211013 DE-101 https://d-nb.info/provenance/plan#dnb |
| spellingShingle | Kaufhold, Marc-André Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps App Programm (DE-588)7705206-7 gnd Information Extraction (DE-588)4566641-6 gnd Wichtigkeit (DE-588)4706879-6 gnd Situation Awareness (DE-588)7852143-9 gnd Verfeinerung (DE-588)4267759-2 gnd Katastrophenmanagement (DE-588)4447164-6 gnd Social Media (DE-588)4639271-3 gnd Informationsqualität (DE-588)4793947-3 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| subject_GND | (DE-588)7705206-7 (DE-588)4566641-6 (DE-588)4706879-6 (DE-588)7852143-9 (DE-588)4267759-2 (DE-588)4447164-6 (DE-588)4639271-3 (DE-588)4793947-3 (DE-588)4125909-9 (DE-588)4113937-9 |
| title | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps |
| title_auth | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps |
| title_exact_search | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps |
| title_exact_search_txtP | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps |
| title_full | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps Marc-André Kaufhold |
| title_fullStr | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps Marc-André Kaufhold |
| title_full_unstemmed | Information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps Marc-André Kaufhold |
| title_short | Information refinement technologies for crisis informatics |
| title_sort | information refinement technologies for crisis informatics user expectations and design principles for social media and mobile apps |
| title_sub | user expectations and design principles for social media and mobile apps |
| topic | App Programm (DE-588)7705206-7 gnd Information Extraction (DE-588)4566641-6 gnd Wichtigkeit (DE-588)4706879-6 gnd Situation Awareness (DE-588)7852143-9 gnd Verfeinerung (DE-588)4267759-2 gnd Katastrophenmanagement (DE-588)4447164-6 gnd Social Media (DE-588)4639271-3 gnd Informationsqualität (DE-588)4793947-3 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd |
| topic_facet | App Programm Information Extraction Wichtigkeit Situation Awareness Verfeinerung Katastrophenmanagement Social Media Informationsqualität Mensch-Maschine-Kommunikation Hochschulschrift |
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