A comprehensive bibliometric analysis on opinion mining and sentiment analysis global research output

The rise of the Internet and social media (i.e. reviews, forum discussions, blogs and social networks) constituted an interesting source to detect user opinion trends. This study examines the global publication output on opinion mining and sentiment analysis from documents published in 2000 to 2020....

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Vydáno v:Journal of information science Ročník 49; číslo 6; s. 1506 - 1516
Hlavní autoři: Musa, Ibrahim Hussein, Zamit, Ibrahim, Xu, Kang, Boutouhami, Khaoula, Qi, Guilin
Médium: Journal Article
Jazyk:angličtina
Vydáno: London, England SAGE Publications 01.12.2023
Bowker-Saur Ltd
Témata:
Bibliometrics
Blogs
Citations
Collaboration
Computer science
Data mining
Documents
Funding
Hirsch index
Indexes
Internet
Mining
Mining industry
Publication output
Research subjects
Sentiment analysis
Social media
Social networks
Trends
Writers
opinion mining
Bibliometric
sentiment analysis
Scopus
ISSN:0165-5515, 1741-6485
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Popis
Shrnutí:The rise of the Internet and social media (i.e. reviews, forum discussions, blogs and social networks) constituted an interesting source to detect user opinion trends. This study examines the global publication output on opinion mining and sentiment analysis from documents published in 2000 to 2020. Bibliometric indicators on the trends, most cited papers, authors, institutions, countries, funding agencies and research subject areas were independently screened and analysed using bibliometrix package in R. A total of 7603 eligible documents were identified from 2000 to 2020. The total number of citations for all publications was 129,251, with an average of 17.0 citations per publication. About 14,629 authors wrote those documents with 1.93 authors per document and a collaboration index of 1.98. The most prolific author was Cambria Erik, with 47 publications and h-index of 42. The leading countries for research were China with n = 824, India with n = 576 and the United States with n = 244 publications. Lecture Notes in Computer Science proceedings was the top-ranked venue for publications with n = 434, h-index of 32 and 4598 total citation scores. National Natural Science Foundation of China was the top-ranked funding agency for research, and most of the publications were computer science (n = 6320) documents. The study provides an in-depth assessment of the landmark of the hot research topic and acknowledges the contribution of the most productive and active authors across different countries in the world. In addition, the findings could support the younger scholars in their future research direction and improve the efficiency in potential future research collaborations and projects.
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ISSN:0165-5515
1741-6485
DOI:10.1177/01655515211061866