Big crisis data: social media in disasters and time-critical situations
"Social media is an invaluable source of time-critical information during a crisis. However, emergency response and humanitarian relief organizations that would like to use this information struggle with an avalanche of social media messages that exceeds human capacity to process. Emergency man...
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
New York, NY
Cambridge University Press
[2016]
|
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029183087&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Zusammenfassung: | "Social media is an invaluable source of time-critical information during a crisis. However, emergency response and humanitarian relief organizations that would like to use this information struggle with an avalanche of social media messages that exceeds human capacity to process. Emergency managers, decision makers, and affected communities can make sense of social media through a combination of machine computation and human compassion - expressed by thousands of digital volunteers who publish, process, and summarize potentially life-saving information. This book brings together computational methods from many disciplines: natural language processing, semantic technologies, data mining, machine learning, network analysis, human-computer interaction, and information visualization, focusing on methods that are commonly used for processing social media messages under time-critical constraints, and offering more than 500 references to in-depth information"... |
| Umfang: | xii, 212 Seiten Diagramme |
| ISBN: | 9781107135765 |
Internformat
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| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Disaster relief |x Citizen participation | |
| 650 | 4 | |a Disaster relief |x Data processing | |
| 650 | 4 | |a Online social networks | |
| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Emergency management |x Information technology | |
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Datensatz im Suchindex
| _version_ | 1819381503313838080 |
|---|---|
| adam_text | BIG CRISIS DATA
/ CASTILLO, CARLOSYYD1977-YYEAUTHOR
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
1. INTRODUCTION; 2. VOLUME: DATA ACQUISITION, STORAGE, AND RETRIEVAL; 3.
VAGUENESS: NATURAL LANGUAGE AND SEMANTICS; 4. VARIETY: CLASSIFICATION
AND CLUSTERING; 5. VIRALITY: NETWORKS AND INFORMATION PROPAGATION; 6.
VELOCITY: ONLINE METHODS AND DATA STREAMS; 7. VOLUNTEERS: HUMANITARIAN
CROWDSOURCING; 8. VERACITY: MISINFORMATION AND CREDIBILITY; 9. VALIDITY:
BIASES AND PITFALLS OF SOCIAL MEDIA DATA; 10. VISUALIZATION: CRISIS MAPS
AND BEYOND; 11. VALUES: PRIVACY AND ETHICS; 12. CONCLUSIONS AND OUTLOOK
DIESES SCHRIFTSTCK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Castillo, Carlos 1977- |
| author_GND | (DE-588)1115746642 |
| author_facet | Castillo, Carlos 1977- |
| author_role | aut |
| author_sort | Castillo, Carlos 1977- |
| author_variant | c c cc |
| building | Verbundindex |
| bvnumber | BV043771975 |
| callnumber-first | H - Social Science |
| callnumber-label | HV553 |
| callnumber-raw | HV553 |
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| callnumber-sort | HV 3553 |
| callnumber-subject | HV - Social Pathology, Criminology |
| ctrlnum | (OCoLC)953256578 (DE-599)BVBBV043771975 |
| dewey-full | 384.3/3 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 384 - Communications |
| dewey-raw | 384.3/3 |
| dewey-search | 384.3/3 |
| dewey-sort | 3384.3 13 |
| dewey-tens | 380 - Commerce, communications, transportation |
| discipline | Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV043771975 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:44:46Z |
| institution | BVB |
| isbn | 9781107135765 |
| language | English |
| lccn | 016008906 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029183087 |
| oclc_num | 953256578 |
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| owner | DE-12 DE-188 DE-1841 |
| owner_facet | DE-12 DE-188 DE-1841 |
| physical | xii, 212 Seiten Diagramme |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Cambridge University Press |
| record_format | marc |
| spellingShingle | Castillo, Carlos 1977- Big crisis data social media in disasters and time-critical situations COMPUTERS / Social Aspects / General bisacsh Datenverarbeitung Disaster relief Citizen participation Disaster relief Data processing Online social networks Data mining Emergency management Information technology Emergency management Data processing COMPUTERS / Social Aspects / General Social Media (DE-588)4639271-3 gnd Software (DE-588)4055382-6 gnd Krise (DE-588)4033203-2 gnd Katastrophenmanagement (DE-588)4447164-6 gnd Datenauswertung (DE-588)4131193-0 gnd Big Data (DE-588)4802620-7 gnd |
| subject_GND | (DE-588)4639271-3 (DE-588)4055382-6 (DE-588)4033203-2 (DE-588)4447164-6 (DE-588)4131193-0 (DE-588)4802620-7 (DE-588)4167870-9 |
| title | Big crisis data social media in disasters and time-critical situations |
| title_auth | Big crisis data social media in disasters and time-critical situations |
| title_exact_search | Big crisis data social media in disasters and time-critical situations |
| title_full | Big crisis data social media in disasters and time-critical situations Carlos Castillo |
| title_fullStr | Big crisis data social media in disasters and time-critical situations Carlos Castillo |
| title_full_unstemmed | Big crisis data social media in disasters and time-critical situations Carlos Castillo |
| title_short | Big crisis data |
| title_sort | big crisis data social media in disasters and time critical situations |
| title_sub | social media in disasters and time-critical situations |
| topic | COMPUTERS / Social Aspects / General bisacsh Datenverarbeitung Disaster relief Citizen participation Disaster relief Data processing Online social networks Data mining Emergency management Information technology Emergency management Data processing COMPUTERS / Social Aspects / General Social Media (DE-588)4639271-3 gnd Software (DE-588)4055382-6 gnd Krise (DE-588)4033203-2 gnd Katastrophenmanagement (DE-588)4447164-6 gnd Datenauswertung (DE-588)4131193-0 gnd Big Data (DE-588)4802620-7 gnd |
| topic_facet | COMPUTERS / Social Aspects / General Datenverarbeitung Disaster relief Citizen participation Disaster relief Data processing Online social networks Data mining Emergency management Information technology Emergency management Data processing Social Media Software Krise Katastrophenmanagement Datenauswertung Big Data Literaturbericht |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029183087&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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