New Age of Crisis Management with Social Media

Ayse Giz Gulnerman; Himmet Karaman; Anahid Basiri

doi:10.1007/978-3-030-58232-6_8

New Age of Crisis Management with Social Media

Ayse Giz Gulnerman^*, Himmet Karaman, Anahid Basiri

^*Bu çalışma için yazışmadan sorumlu yazar

Geomatik Mühendisliği Bölümü

Araştırma sonucu: ???type-name??? › Bölüm › bilirkişi

3 Atıf (Scopus)

Özet

Social Media (SM) Volunteered Geographic Information (VGI) is gradually being used for representing the real-time situation during emergency. This chapter presents the SM-VGI review as a new age contribution to emergency management. The study analyses a series of emergencies during the so-called coup attempt within the boundary of Istanbul on the 15th of July 2016 in terms of spatial clusters in time and textual frequencies within 24 h. The aim of the study is to gain an understanding of the usefulness of geo-referenced Social Media Data (SMD) in monitoring emergencies. Inferences exhibit that SM-VGI can rapidly provide the information in the spatiotemporal context with the proper validations, in this way it has advantages to use during emergencies. In addition, even though geo-referenced data embody the small percent of the total volume of the SMD, it would specify reliable spatial clusters for the events, monitoring with optimized-hot-spot analysis and with the word frequencies of its attributes.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Lecture Notes in Intelligent Transportation and Infrastructure
Yayınlayan	Springer Nature
Sayfalar	131-160
Sayfa sayısı	30
DOI'lar	https://doi.org/10.1007/978-3-030-58232-6_8
Yayın durumu	Yayınlandı - 2021

Yayın serisi

Adı	Lecture Notes in Intelligent Transportation and Infrastructure
Hacim	Part F1384
ISSN (Basılı)	2523-3440
ISSN (Elektronik)	2523-3459

Bibliyografik not

Publisher Copyright:
© 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

Finansman

Acknowledgements This work is supported by the Scientific and Technological Research Council of Turkey (TUBITAK-2214/A Grant Program), grant number 1059B141600822, and Istanbul Technical University Scientific Research Projects Funding Program (ITUBAP-40569), grant number MDK-2017-40569. community’s or society’s ability to cope using its own resources” [2]. The Emergency Event Database (EM-DAT) which was launched by the Centre for Research on the Epidemiology of Disasters (CRED) and initially supported by the World Health Organization (WHO) and the Belgian Government [3]. That global disaster event database indexed disasters by conforming at least one the following criteria; 10 or more people dead, 100 or more people affected, The declaration of a state of emergency, call for international assistance [4].

Finansörler	Finansör numarası
CRED
Centre for Research on the Epidemiology of Disasters
World Health Organization
Türkiye Bilimsel ve Teknolojik Araştırma Kurumu	TUBITAK-2214, 1059B141600822
Istanbul Teknik Üniversitesi	ITUBAP-40569, MDK-2017-40569

Belgeye Erişim

10.1007/978-3-030-58232-6_8

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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title = "New Age of Crisis Management with Social Media",

abstract = "Social Media (SM) Volunteered Geographic Information (VGI) is gradually being used for representing the real-time situation during emergency. This chapter presents the SM-VGI review as a new age contribution to emergency management. The study analyses a series of emergencies during the so-called coup attempt within the boundary of Istanbul on the 15th of July 2016 in terms of spatial clusters in time and textual frequencies within 24 h. The aim of the study is to gain an understanding of the usefulness of geo-referenced Social Media Data (SMD) in monitoring emergencies. Inferences exhibit that SM-VGI can rapidly provide the information in the spatiotemporal context with the proper validations, in this way it has advantages to use during emergencies. In addition, even though geo-referenced data embody the small percent of the total volume of the SMD, it would specify reliable spatial clusters for the events, monitoring with optimized-hot-spot analysis and with the word frequencies of its attributes.",

keywords = "Disaster management, Social media, Spatial data mining, Text mining, Volunteered geographic information",

author = "Gulnerman, {Ayse Giz} and Himmet Karaman and Anahid Basiri",

note = "Publisher Copyright: {\textcopyright} 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.",

year = "2021",

doi = "10.1007/978-3-030-58232-6_8",

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T1 - New Age of Crisis Management with Social Media

AU - Gulnerman, Ayse Giz

AU - Karaman, Himmet

AU - Basiri, Anahid

PY - 2021

Y1 - 2021

N2 - Social Media (SM) Volunteered Geographic Information (VGI) is gradually being used for representing the real-time situation during emergency. This chapter presents the SM-VGI review as a new age contribution to emergency management. The study analyses a series of emergencies during the so-called coup attempt within the boundary of Istanbul on the 15th of July 2016 in terms of spatial clusters in time and textual frequencies within 24 h. The aim of the study is to gain an understanding of the usefulness of geo-referenced Social Media Data (SMD) in monitoring emergencies. Inferences exhibit that SM-VGI can rapidly provide the information in the spatiotemporal context with the proper validations, in this way it has advantages to use during emergencies. In addition, even though geo-referenced data embody the small percent of the total volume of the SMD, it would specify reliable spatial clusters for the events, monitoring with optimized-hot-spot analysis and with the word frequencies of its attributes.

AB - Social Media (SM) Volunteered Geographic Information (VGI) is gradually being used for representing the real-time situation during emergency. This chapter presents the SM-VGI review as a new age contribution to emergency management. The study analyses a series of emergencies during the so-called coup attempt within the boundary of Istanbul on the 15th of July 2016 in terms of spatial clusters in time and textual frequencies within 24 h. The aim of the study is to gain an understanding of the usefulness of geo-referenced Social Media Data (SMD) in monitoring emergencies. Inferences exhibit that SM-VGI can rapidly provide the information in the spatiotemporal context with the proper validations, in this way it has advantages to use during emergencies. In addition, even though geo-referenced data embody the small percent of the total volume of the SMD, it would specify reliable spatial clusters for the events, monitoring with optimized-hot-spot analysis and with the word frequencies of its attributes.

KW - Disaster management

KW - Social media

KW - Spatial data mining

KW - Text mining

KW - Volunteered geographic information

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U2 - 10.1007/978-3-030-58232-6_8

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M3 - Chapter

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T3 - Lecture Notes in Intelligent Transportation and Infrastructure

SP - 131

EP - 160

BT - Lecture Notes in Intelligent Transportation and Infrastructure

PB - Springer Nature

ER -

New Age of Crisis Management with Social Media

Özet

Yayın serisi

Bibliyografik not

Finansman

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap