Exploring Research Trends and Impact: A Bibliometric Analysis of RESTI Journal from 2018 to 2022
Abstract
This study provides a comprehensive analysis of the RESTI Journal, a prominent publication in the field of systems engineering and information technology. The analysis aims to evaluate the journal's publication output, citation impact, and overall contribution to the field. The study utilizes data from the Dimensions database, focusing on articles published between 2018 and 2022, resulting in a dataset of 594 articles. To analyze the collected data, the study employs bibliometric and network visualization tools such as Bibliometrix and VOSviewer. The analysis reveals a notable increase in the number of publications over time, indicating a growing interest and research activity in the field. Furthermore, the distribution of author productivity deviates from Lotka's law, highlighting variations in author patterns and productivity levels. An examination of institutional affiliations reveals Telkom University as the dominant institution, making a substantial contribution to the journal. Visualizations based on author-provided titles, abstracts, and keywords highlight research trends in image recognition and classification, with a particular emphasis on utilizing Convolutional Neural Networks (CNN) and Support Vector Machines (SVM). Overall, this study provides valuable insights into the performance and trends of the RESTI Journal. The findings contribute to a deeper understanding of the journal's impact and its role in advancing knowledge in systems engineering and information technology. These insights can inform researchers, practitioners, and stakeholders in the field, guiding future research directions and enhancing the scholarly impact of the RESTI Journal.
Downloads
References
“Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi).” https://jurnal.iaii.or.id/index.php/RESTI/index (accessed May 17, 2023).
Dimensions.ai, “Why did we build Dimensions?,” Digital Science & Research Solutions, 2022. https://www.dimensions.ai/why-dimensions/
D. W. Aksnes, L. Langfeldt, and P. Wouters, “Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories,” Sage Open, vol. 9, no. 1, p. 215824401982957, Jan. 2019, doi: 10.1177/2158244019829575.
M. Thelwall, “Dimensions: A competitor to Scopus and the Web of Science?,” J Informetr, vol. 12, no. 2, 2018, doi: 10.1016/j.joi.2018.03.006.
G. Palla, G. Tibély, E. Mones, P. Pollner, and T. Vicsek, “Hierarchical networks of scientific journals,” Palgrave Commun, vol. 1, 2015, doi: 10.1057/palcomms.2015.16.
R. Singh, I. S. Khan, I. Shafi, S. H. A. Khreis, A. H. Najar, and J. Iqbal, “A bibliometric review of World Leisure Journal: an analysis of research published between 2000 and 2022,” World Leis J, pp. 1–26, Apr. 2023, doi: 10.1080/16078055.2023.2204078.
G. Viglia, S. Kumar, N. Pandey, and Y. Joshi, “Forty years of The Service Industries Journal : a bibliometric review,” The Service Industries Journal, vol. 42, no. 1–2, pp. 1–20, Jan. 2022, doi: 10.1080/02642069.2021.2003341.
V. K. Singh, P. Singh, M. Karmakar, J. Leta, and P. Mayr, “The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis,” Scientometrics, vol. 126, no. 6, pp. 5113–5142, 2021, doi: 10.1007/s11192-021-03948-5.
M. Aria and C. Cuccurullo, “bibliometrix : An R-tool for comprehensive science mapping analysis,” J Informetr, vol. 11, no. 4, pp. 959–975, Nov. 2017, doi: 10.1016/j.joi.2017.08.007.
R. Watrianthos, A. H. Sagala, R. Syafriyeti, Y. Yuhefizar, and M. Mesran, “Studi Bibliometrik Jurnal Media Informatika 2018-2022,” Jurnal Media Informatika Budidarma, vol. 7, no. 1, pp. 409–415, Jan. 2022.
Ronal Watrianthos, Ambiyar Ambiyar, Fahmi Rizal, Nizwardi Jalinus, and Waskito Waskito, “Research on Vocational Education in Indonesia: A Bibliometric Analysis,” JTEV (Jurnal Teknik Elektro dan Vokasional), vol. 8, no. 2, 2022.
H. S. Batubara, M. Giatman, W. Simatupang, and R. Watrianthos, “Pemetaan Bibliometrik Terhadap Riset pada Sekolah Menengah Kejuruan Menggunakan VOSviewer,” Edukatif : Jurnal Ilmu Pendidikan, vol. 4, no. 1, pp. 233–239, Dec. 2021, doi: 10.31004/edukatif.v4i1.1818.
N. J. van Eck and L. Waltman, “Software survey: VOSviewer, a computer program for bibliometric mapping,” Scientometrics, vol. 84, no. 2, pp. 523–538, Aug. 2010, doi: 10.1007/s11192-009-0146-3.
N. J. van Eck and L. Waltman, “Citation-based clustering of publications using CitNetExplorer and VOSviewer,” Scientometrics, vol. 111, no. 2, pp. 1053–1070, May 2017, doi: 10.1007/s11192-017-2300-7.
S. C. Collection, “Introducing the Journal Citation Indicator,” Clarivate, 2021.
M. Fachrie, “A Simple Vehicle Counting System Using Deep Learning with YOLOv3 Model,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 4, no. 3, pp. 462–468, Jun. 2020, doi: 10.29207/resti.v4i3.1871.
I. Solikin, “Implementasi E-Modul pada Program Studi Manajemen Informatika Universitas Bina Darma Berbasis Web Mobile,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 2, no. 2, pp. 492–497, Jun. 2018, doi: 10.29207/resti.v2i2.393.
A. Ambarwari, Q. Jafar Adrian, and Y. Herdiyeni, “Analysis of the Effect of Data Scaling on the Performance of the Machine Learning Algorithm for Plant Identification,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 4, no. 1, pp. 117–122, Feb. 2020, doi: 10.29207/resti.v4i1.1517.
G. D. Salsabila and E. B. Setiawan, “Semantic Approach for Big Five Personality Prediction on Twitter,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 5, no. 4, pp. 680–687, Aug. 2021, doi: 10.29207/resti.v5i4.3197.
Jiddy Abdillah, Ibnu Asror, and Yanuar Firdaus Arie Wibowo, “Emotion Classification of Song Lyrics using Bidirectional LSTM Method with GloVe Word Representation Weighting,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 4, no. 4, pp. 723–729, Aug. 2020, doi: 10.29207/resti.v4i4.2156.
G. D. Salsabila and E. B. Setiawan, “Semantic Approach for Big Five Personality Prediction on Twitter,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 5, no. 4, pp. 680–687, Aug. 2021, doi: 10.29207/resti.v5i4.3197.
B. Irena and Erwin Budi Setiawan, “Fake News (Hoax) Identification on Social Media Twitter using Decision Tree C4.5 Method,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 4, no. 4, pp. 711–716, Aug. 2020, doi: 10.29207/resti.v4i4.2125.
L. Egghe, “An exact calculation of Price’s law for the law of Lotka,” Scientometrics, vol. 11, no. 1–2, 1987, doi: 10.1007/BF02016632.
R. Rodin and E. Apriyani, “Analysis Of Obsolescence And Productivity Of Authors Using Lotka Law On The Journal Of Entrepreneurship In 2015 – 2019,” Publication Library and Information Science, vol. 5, no. 1, 2021, doi: 10.24269/pls.v5i1.3783.
Yunus Winoto and Yuliani, “Analysis of Author Productivity Patterns in the ‘Visi Pustaka’ Journal 2016-2021 Using Lotka’s Law,” PUSTABIBLIA: Journal of Library and Information Science, vol. 6, no. 1, Jun. 2022. -0146-3.
M. Nagaiah, S. Thanuskodi, and A. Alagu, “Application of Lotka’s Law to the Research Productivity in the field of Open Educational Resources during 2011-2020,” Library Philosophy and Practice, vol. 2021, 2021.
F. J. Agbo, S. S. Oyelere, J. Suhonen, and M. Tukiainen, “Scientific production and thematic breakthroughs in smart learning environments: a bibliometric analysis,” Smart Learning Environments, vol. 8, no. 1, p. 1, Dec. 2021, doi: 10.1186/s40561-020-00145-4.
M. I. Martín Sobrino, A. I. Pestana Caldes, and A. Pulgarín Guerrero, “Lotka law applied to the scientific production of Information Science area,” Brazilian Journal of Information Science: research trends, vol. 2, no. 1, 2009, doi: 10.36311/1981-1640.2008.v2n1.03.p16.
G. D. Salsabila and E. B. Setiawan, “Semantic Approach for Big Five Personality Prediction on Twitter,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 5, no. 4, pp. 680–687, Aug. 2021, doi: 10.29207/resti.v5i4.3197.
H. F. Anjum et al., “Mapping Research Trends of Blockchain Technology in Healthcare,” IEEE Access, vol. 8, pp. 174244–174254, 2020, doi: 10.1109/ACCESS.2020.3025011.
N. J. van Eck and L. Waltman, “Software survey: VOSviewer, a computer program for bibliometric mapping,” Scientometrics, vol. 84, no. 2, 2010, doi: 10.1007/s11192-009
Copyright (c) 2023 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
This work is licensed under a Creative Commons Attribution 4.0 International License.
Copyright in each article belongs to the author
- The author acknowledges that the RESTI Journal (System Engineering and Information Technology) is the first publisher to publish with a license Creative Commons Attribution 4.0 International License.
- Authors can enter writing separately, arrange the non-exclusive distribution of manuscripts that have been published in this journal into other versions (eg sent to the author's institutional repository, publication in a book, etc.), by acknowledging that the manuscript has been published for the first time in the RESTI (Rekayasa Sistem dan Teknologi Informasi) journal ;
