Fintech Discourse on Twitter: Mapping the Evolution and Interconnections of Academic Publications

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Dian Kurnianingrum, Isma Addi Bin Jumri, Mulyani Karmagatri, Rosyidah Rahmah, Nugraha Nugraha, Enny Noegraheni Hindarwati

2023 33rd International Conference on Computer Theory and Applications, ICCTA 2023 Conference paper Cited by 0 Quartile

Abstract

This study aims to explore the research of Twitter and Fintech by addressing three key questions: citation and publication structure, co-citation relationships, and keyword co-occurrence. Data from 21 papers Scopus indexes, published between 2015 and 2023, were analyzed using Latent Dirichlet Allocation (LDA) and VosViewer. The findings reveal that the field is rapidly growing, with key authors like Saura J.R., Pradana M., and Breidbach C.F. leading in citations and impact. However, citation count alone does not fully capture an author's influence, as seen in the case of Bollen J. Keywords such as "Fintech"and "Financial Markets"were found to be both popular and impactful, while emerging topics like "Machine Learning"are gaining relevance. The study provides a comprehensive view of the current research trends and influential contributors, serving as a guide for future research in Twitter and Fintech. © 2023 IEEE.

Affiliations

Bina Nusantara University, Entrepreneurship Department, Jakarta, Indonesia; Universiti Teknikal Malaysia Melaka (UTeM), Department of Technopreneurship, Malacca, Malaysia; Universitas Pendidikan Indonesia, Management Department, Bandung, Indonesia; Bina Nusantara University, Management Department, Jakarta, Indonesia

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