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A Bibliometric Analysis of Event Detection in Social Media
Chen, X.1; Wang, S.2; Tang, Y.3; Hao, T.3
2019-02-11
Source PublicationOnline Information Review
ABS Journal Level1
ISSN1468-4527
Volume43Issue:1Pages:29-52
Abstract

Purpose - The purpose of this paper is to explore the research status and development trend of the field of event detection in social media (ED in SM) through a bibliometric analysis of academic publications.

Design/methodology/approach - First, publication distributions are analyzed including the trends of publications and citations, subject distribution, predominant journals, affiliations, authors, etc. Second, an indicator of collaboration degree is used to measure scientific connective relations from different perspectives. A network analysis method is then applied to reveal scientific collaboration relations. Furthermore, based on keyword co-occurrence analysis, major research themes and their evolutions throughout time span are discovered. Finally, a network analysis method is applied to visualize the analysis results.

Findings - The area of ED in SM has received increasing attention and interest in academia with Computer Science and Engineering as two major research subjects. The USA and China contribute the most to the area development. Affiliations and authors tend to collaborate more with those within the same country. Among the 14 identified research themes, newly emerged themes such as Pharmacovigilance event detection are discovered.

Originality/value - This study is the first to comprehensively illustrate the research status of ED in SM by conducting a bibliometric analysis. Up-to-date findings are reported, which can help relevant researchers understand the research trend, seek scientific collaborators and optimize research topic choices.

KeywordNetwork Analysis Social Media Bibliometric Analysis Event Detection
DOI10.1108/OIR-03-2018-0068
Indexed BySCIE ; SSCI
Language英語English
WOS Research AreaComputer Science ; Information Science & Library Science
WOS SubjectComputer Science, Information Systems ; Information Science & Library Science
WOS IDWOS:000458411500003
PublisherEmerald Publishing Limited
Scopus ID2-s2.0-85055134500
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionFaculty of Arts and Humanities
DEPARTMENT OF CHINESE LANGUAGE AND LITERATURE
Affiliation1.Jinan University,
2.University of Macau
3.South China Normal University
Recommended Citation
GB/T 7714
Chen, X.,Wang, S.,Tang, Y.,et al. A Bibliometric Analysis of Event Detection in Social Media[J]. Online Information Review, 2019, 43(1), 29-52.
APA Chen, X.., Wang, S.., Tang, Y.., & Hao, T. (2019). A Bibliometric Analysis of Event Detection in Social Media. Online Information Review, 43(1), 29-52.
MLA Chen, X.,et al."A Bibliometric Analysis of Event Detection in Social Media".Online Information Review 43.1(2019):29-52.
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