Social network analysis: Characteristics of online social networks after a disaster

Kim, Jooho; Hastak, Makarand

doi:10.1016/j.ijinfomgt.2017.08.003

Cited by 515 publications

(266 citation statements)

References 25 publications

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“…Roxy et al (2017) showed that the extreme rainfall events over the central India are increasing in recent decades as a result of global warming. The RCMs have the advantage of capturing the extreme (precipitation, temperature and wind) events in a much better fashion as compared to the coarse-resolution GCMs (Halenka et al, 2006;Im and Kwon, 2007;Steiner et al, 2009;Herrera et al, 2010;Kim and Makarand, 2018;Lee et al, 2018). There have been only a very few studies in which RCM has been employed to understand the role of AS warming on the nature of extreme rainfall events over the India (Singh and Oh, 2007).…”

Section: Introductionmentioning

confidence: 99%

Role of Arabian Sea warming on the Indian summer monsoon rainfall in a regional climate model

Mishra

Dwivedi

Das

2019

Intl Journal of Climatology

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The role of the Arabian Sea (AS) warming on the Indian summer monsoon rainfall is investigated using regional climate model‐Regional Climate Model version 4.7 of International Centre for Theoretical Physics. The model realistically simulates the rainfall, temperature, low‐level winds and vertically integrated moisture flux over the Indian region during the years 2006–2015. It is found that the AS warming decreases the rainfall over most parts of the India, which is mainly due to decrease in the convective precipitation over these regions. The AS warming reduces the magnitude of westerly winds in the southern Bay of Bengal and AS; enhances the moisture convergence over the AS; and causes the prohibition of the moisture‐laden winds from the AS to reach to the Indian land regions resulting into decreased precipitation. The effect of anti‐cyclonic circulation produced over the central India as a result of the AS warming is to further reduce the monsoon rainfall. It is also shown that the AS warming increases the extreme rainfall over most parts of India.

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Section: Introductionmentioning

confidence: 99%

Role of Arabian Sea warming on the Indian summer monsoon rainfall in a regional climate model

Mishra

Dwivedi

Das

2019

Intl Journal of Climatology

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“…Kim and Hastak [188] analyzed Facebook data during the 2016 Louisiana flood, when parishes in Louisiana used their Facebook accounts to share information with people affected by the disaster. They discussed the critical role played by social media in emergency plans with the aim of helping emergency agencies in creating better mitigation plans for disasters [188].…”

Section: Facebookmentioning

confidence: 99%

Text Mining in Big Data Analytics

Hassani

Beneki

Unger

et al. 2020

BDCC

203

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Text mining in big data analytics is emerging as a powerful tool for harnessing the power of unstructured textual data by analyzing it to extract new knowledge and to identify significant patterns and correlations hidden in the data. This study seeks to determine the state of text mining research by examining the developments within published literature over past years and provide valuable insights for practitioners and researchers on the predominant trends, methods, and applications of text mining research. In accordance with this, more than 200 academic journal articles on the subject are included and discussed in this review; the state-of-the-art text mining approaches and techniques used for analyzing transcripts and speeches, meeting transcripts, and academic journal articles, as well as websites, emails, blogs, and social media platforms, across a broad range of application areas are also investigated. Additionally, the benefits and challenges related to text mining are also briefly outlined.

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“…Typical SNA applications include the identification of the most important, critical, influential person or link, the identification of main hubs or communities, the interactions between individuals in a network, or the visualization of the flows of information. SNA has been used in a large variety of fields, such as bibliometric analysis [1], regional development [2], emergency management [3], health policy [4], or airport competition [5].…”

Section: Introductionmentioning

confidence: 99%

Intensity of Bilateral Contacts in Social Network Analysis

Christidis

2020

Information

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The approach presented here introduces the use of directed and weighted graph indicators in order to incorporate the intensity of bilateral contacts. The indicators are tested on a reference email network, and their applicability in explaining the role of each individual in the organization is explored. The results suggest that directional indicators have high explicatory relevance and can add value to conventional Social Network Analysis (SNA) approaches.

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Social network analysis: Characteristics of online social networks after a disaster

Cited by 515 publications

References 25 publications

Role of Arabian Sea warming on the Indian summer monsoon rainfall in a regional climate model

Role of Arabian Sea warming on the Indian summer monsoon rainfall in a regional climate model

Text Mining in Big Data Analytics

Intensity of Bilateral Contacts in Social Network Analysis

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