FVJ   |  e-ISSN: 2602-4225

Orjinal Araştırma Makalesi | Gelecek Vizyonlar Dergisi 2020, Cil. 4(5) 1-17

Science Mapping Research on Educational Data Mining: A Bibliometric Review of International Publications

Ergün Akgün & Berran Patan Öztürk

ss. 1 - 17   |  DOI: https://doi.org/10.29345/futvis.160   |  Makale No: fvj.2021.071

Yayın tarihi: Aralık 05, 2021  |   Okunma Sayısı: 20  |  İndirilme Sayısı: 454


Özet

The growing literature on Data Mining since the 2000s has recently expanded to include the sub-field “Educational Data Mining (EDM)”. The present study seeks to measure the contribution to the literature of specific articles written about EDM, by studying the publication volume, authors, article types, impact of the citations, and common citation networks. We employed bibliometric research methods to analyze the 259 articles published on EDM selected for the study. In recent years, there has been a significant increase in the number of EDM articles published in international journals, and this study sought to analyze the most cited researchers, those with the highest contribution to the literature. Additionally, using common word analysis, the most used three term patterns in the articles have been identified. The study also provides suggestions to improve EDM literature in the international field.

Anahtar Kelimeler: Educational data mining, bibliometric review, text mining, science mapping


Bu makaleye nasıl atıf yapılır?

APA 6th edition
Akgun, E. & Ozturk, B.P. (2020). Science Mapping Research on Educational Data Mining: A Bibliometric Review of International Publications . Gelecek Vizyonlar Dergisi, 4(5), 1-17. doi: 10.29345/futvis.160

Harvard
Akgun, E. and Ozturk, B. (2020). Science Mapping Research on Educational Data Mining: A Bibliometric Review of International Publications . Gelecek Vizyonlar Dergisi, 4(5), pp. 1-17.

Chicago 16th edition
Akgun, Ergun and Berran Patan Ozturk (2020). "Science Mapping Research on Educational Data Mining: A Bibliometric Review of International Publications ". Gelecek Vizyonlar Dergisi 4 (5):1-17. doi:10.29345/futvis.160.