Analisis Bibliometrik: Perkembangan Penelitian dan Tren Terkini Decision Tree Menggunakan VOSviewer
Abstract
Analisis bibliometrik merupakan program atau studi terkenal untuk menelaah dan menganalisis berbagai informasi saintifik. Studi ini ialah analisis bibliometrik yang menggunakan jurnal terindeks scopus mengenai decision tree menggunakan software VOSviewer. Analisis bibliometrik dalam penelitian ini bertujuan untuk memahami kemajuan studi tentang pohon keputusan atau decision tree. Analisis bibliometrik ini bertujuan untuk menggambarkan penelitian tentang decision tree. Sumber data yang digunakan diambil melalui basis data scopus, dengan kata kunci “decision tree”. Penulis menelaah dan menjelaskan basis data menggunakan perangkat lunak VOSviewer. Hasil penelitian menunjukan jumlah kutipan pertahun dari tahun 2021 – 2024 adalah sebanyak 1.451 artikel. Salas-Rueda, R.A. ialah peneliti yang mempunyai penerbitan terbanyak yaitu sebanyak 12 penerbitan atau . Disusul oleh peneliti Alvarado-Zamorano, C. dengan memiliki mempunyai penerbitan terbanyak kedua yaitu sebanyak 8 penerbitan. China merupakan negara yang paling banyak mempublikasikan artikel tentang decision tree. Cluster paling dominan yang disajikan oleh software VOSviewer yaitu “machine learning”, “decision trees”, “forecasting”, “regression analyze”, “logistic regression”, “algorithm”.
References
Adriant, I., Dewi, N. K., & Lestari, T. M. (2024). Perancangan Sistem Point of Sales Pada Toko Samiaji Menggunakan Vba (Visual Basic for Application) Macro Excel. Jurnal Ekonomi, Manajemen Dan Akuntansi, 2(2), 615–634. http://jurnal.kolibi.co.id/index.php/neraca
Adriant, I., M.simatupang, T., & Handayati, Y. (2021). The barriers of responsible agriculture supply chain: The relationship between organization capabilities, external actor involvement, and supply chain integration. Uncertain Supply Chain Management, 9(2), 403–412. https://doi.org/10.5267/j.uscm.2021.2.003
Albayrak, E., & Ersenal, Y. C. (2005). A study bank selection decision in Turkey using the extended fuzzy AHP Method. Proceeding of 35th International conference on computers and industrial engineering.
Ariffien, A., Adriant, I., & Nasution, J. A. (2021). Lean Six Sigma Analyst in Packing House Lembang Agriculture Incubation Center (LAIC). Journal of Physics: Conference Series, 1764(1). https://doi.org/10.1088/1742-6596/1764/1/012043
Ariffien, A., Lamsir, S., Aini, Q., Rahmat, M., & Matdoan, I. (2025). Forecasting the Inventory of Milled Dry Grain Using the Lot Sizing Method at Markom Rice Mill. 5(2), 223–231. file:///C:/Users/ANISA/Downloads/drive-download-20250522T074131Z-1-001/Implementation of Dijkstra and Ant Colony Algorithms for Web-based Shortest Route Search for LPG Gas Distribution (Pak Ferdy).pdf
Aruldoss, M., Lakshmi, T., & Venkatesan, V. (2013, December 15). A Survey on Multi Criteria Decision Making Methods. American Journal of Infprmation System, Vol. 1. https://doi.org/10.12691/ajis-1-1-5
Bidari, I. J., Putriany, N. A., Wardhana, R. K., Siswanto, B., Factory, T., & Java, E. (2024). Community development through CSR activities of PT Solusi Bangun Indonesia , Tuban Plant in Tuban Regency , East Java , Indonesia Pengembangan masyarakat melalui kegiatan CSR PT Solusi Bangun Indonesia , Pabrik Tuban di Kabupaten Tuban , Jawa Timur , Indonesia. Soetomo 2009, 167–181.
Chabowski, B., Samiee, S., & Hult, G. (2013). A bibliometric analysis of the global branding literature and a research agenda. Journal of International Business Studies, 622-634. https://doi.org/https://doi.org/10.1057/jibs.2013.20
De-Moya-Anegon, F., Chinchilla-Rodriguez, Z., Corerea-Alvarez, E., Herrero-Solana, V., & Jose Navarrete, C. (2004). Indicadores Bibliometricos de La Activated Cientifica Espanola. (F. (. Tecnologial, Ed.) Web of Science 1998-2002.
Dewi, N. K., Andriant, I., & Loren, J. (2021). Analysis of Raw Material Inventory Planning Considering Uncertainty Demands (Case Study: Model Q with Back Order at PT. X). Journal of Physics: Conference Series, 1764(1). https://doi.org/10.1088/1742-6596/1764/1/012044
Ellegard, O., & Wallin, J. A. (2015, July 28). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 1809-1831. https://doi.org/10.1007/s11192-015-1645-z
Herawati, P., Utami, S. B., & Karlina, N. (2022, Januari 1). Analisis Bibliometrik : Perkembangan Penelitian dan Publikasi Mengenai Koordinasi Program Menggunakan VOSviewer. Jurnal Pustaka Budaya, Vol. 9.
Hermawati, F. (2013). Data Mining.
Huda, M. H., Siswanto, B. N. S., Utama, R. D., Christianingrum, C., & Komara, E. F. (2023). Mapping the Evolution and Current Trends Humanistic Pedagogic: Bibliometric Analysis. Jurnal Review Pendidikan Dasar : Jurnal Kajian Pendidikan Dan Hasil Penelitian, 9(2), 123–137. https://doi.org/10.26740/jrpd.v9n2.p123-137
Jan Van Eck, N., & Ludo, W. (2010). Software Survey: VOSviewer, A.Computer Program For Bibliometric Mapping. Scienlometric, 84, 523-538. https://doi.org/10.1007/s11192-009-0146-3
Jane M, R., & Rousseau, R. (2015). Bibliometrics and Institutional Evaluation (Vol. Vol. II). Encyclopedia of Life Support System (EOLSS).
Martua Sihombing, T., Surya Fernanda, R., Adriant, I., Studi Manajemen Logisatik, P., & Tinggi Manajemen Logistik, S. (2023). Indah Logistik Cargo Cabang Cikarang. Jurnal Manajemen Rekayasa Dan Inovasi Bisnis, 1(Februari), 82–92. https://journal.iteba.ac.id/index.php/jmrib
MUHAYYAROH, N., SISWANTO, B. N. U. R., & DEWI, N. K. (2023). Perancangan Sistem Penentuan Rute Dan Optimasi Biaya Pendistribusian Barang Dengan Metode Saving Matrix Dan Nearest Insertion Berbasis Vba Excel. Jurnal Pabean., 5(2), 146–159. https://doi.org/10.61141/pabean.v5i2.423
Nur Siswanto, B. (2023, Agustus 2). Mapping The Evolution and Current Trends Islamic Finance : Bibliometric Analysis. Jurnal Al-Idarah, Vol. 4, 14-30.
Nur Siswanto, B., Utama, R. D., Huda, M., Christianingrum, & Komara, E. F. (2023, Mei). Mapping The Evolution And Current Trends Humanistic Pedagogic: Bibliometric Analysis. Jurnal Review Pendidikan Dasar: Jurnal Kajian Pendidikan dan Hasil Penelitian, Vol. 9, 123-127. Retrieved from https://journal.unesa.ac.id/index.php/PD
Rahmat, M., Matdoan, I., Dewi, N. K., Ariffien, A., & Lamsir, S. (2025). Implementation of Dijkstra and Ant Colony Algorithms for Web-based Shortest Route Search for LPG Gas Distribution. 5(2), 175–181. file:///C:/Users/ANISA/Downloads/drive-download-20250522T074131Z-1-001/Forecasting the Inventory of Milled Dry Grain Using the Lot Sizing Method at Markom Rice Mill.pdf
Sabatini, M., Nona, N., Novan, M., & Ramadan, F. (2023). MENINGKATKAN EFISIENSI MATERIAL PRODUK BAHAN BAKU DI PT AYOE. xx, 1–20. file:///C:/Users/ANISA/OneDrive/Documents/TEACHING/KESEHATAN KESELAMATAN KERJA/Jurnal Alumni/JURNAL DOSEN MANLOG/Minimalkan Risiko Serta Meningkatkan Efisiensi Material Produk Di Pt Ayoe Indotama Textile.New 123.pdf
Sihombing, T. M., Adriant, I., & Rahma, P. J. (2024). Analisis Kualitas Kemasan Logistik PT. Pos Indonesia Bandung untuk Meningkatkan Kepuasan Konsumen (Studi Kasus : PT. Pos Indonesia Bandung). Jurnal Ilmiah Wahana Pendidikan, 10(10), 841.
Sistem, P., Rute, P., & Optimasi, D. A. N. (2023). Pendistribusian Barang Dengan Metode Saving Matrix. 5(2), 146–159. file:///C:/Users/ANISA/OneDrive/Documents/TEACHING/KESEHATAN KESELAMATAN KERJA/Jurnal Alumni/JURNAL DOSEN MANLOG/PERANCANGAN SISTEM PENENTUAN RUTE DAN OPTIMASI BIAYA.pdf
Siswanto, B. N. (2023). Mapping the Evolution and Current Trends Islamic Finance: Bibliometric Analysis. Al-Idarah J. Manaj. Dan Bisnis Islam, 4(2), 14–30. https://journal.ibrahimy.ac.id/index.php/idarah/article/download/2997/1882
Siswanto, B. N., Yuliawati, A. Y. U. K., & Sofia, A. (2025). HARNESSING GREEN STRATEGY AND SOCIAL INNOVATION FOR COMPETITIVE EDGE : A SYSTEMATIC LITERATURE NETWORK ANALYSIS IN THE PHARMACEUTICAL INDUSTRY. 20(2), 1–10.
Velasco, B., Maria Eiros Bouza, J., Pinilla, J. M., & San Roman, J. A. (2012). La utilización de los indicadores bibliométricos para Evaluar La Actividad Investigadora. Aula Abierta, Vol. 40, 75-84.
Yuliawati, A. Y. U. K., & Sofia, A. (2025). HARNESSING GREEN STRATEGY AND SOCIAL INNOVATION FOR COMPETITIVE EDGE : A SYSTEMATIC LITERATURE NETWORK ANALYSIS IN THE PHARMACEUTICAL INDUSTRY. 20(2), 1–10. file:///C:/Users/ANISA/OneDrive/Documents/TEACHING/KESEHATAN KESELAMATAN KERJA/Jurnal Alumni/JURNAL DOSEN MANLOG/ICAST_01 (1).pdf
Zupic, I., & Cater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 429-472. https://doi.org/https://doi.org/10.1177/109442811456262
