Journal of Scientometric Research volume 14, issue 1 cover
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Cover: Journal of Scientometric Research

Journal of Scientometric Research

Volume 14, Issue 1

Jan-Apr 2025 · pp. 1–382 · 30 articles

Volume
14
Issue
1
Published
Jan-Apr 2025
Pages
1–382
Articles
30
Sections
4
ISSN
Print - 2321-6654, Online - 2320-0057
Journal
JSR

In this issue

Review Article

  1. Review

    A Review on the 4.0 Industrial Revolution and its Impact on Human Resource Management Trends

    Ghousia Jabeen, Gurunadham Goli, Kafila, Gobinath Ravindran, Rachoru Himani Srihita

    pp. 1–15 · DOI: 10.5530/jscires.20251036 · Published Jan-Apr 2025

    The concept of industrial revaluation 4.0 has become a widely accepted idea. Good Human Resource Management (HRM) is necessary for an organization to be successful. Determining the road map for improving the human resour…

Research Article

  1. Article

    Advancing Country-Level Research Benchmarking: A Bibliometric Multistage Principal Component Analysis- Based Composite Index Approach

    Robertus Dri Kurniawan, Hammam Riza, Sri Saraswati Wisjnu Wardhani, Faisol Ba’Abdullah, Dian Kusumaningrum

    pp. 16–31 · DOI: 10.5530/jscires.20251297 · Published Jan-Apr 2025

    Research performance evaluation and ranking are crucial, as policymakers, funding institutions, administrators and researchers rely on these evaluations for resource allocation, strategic decision-making and policy formu…

  2. Article

    Personalized Library Book Recommendations Using K-Means Clustering and Association Rules

    Faris Mushlihul Amin, Evi Fatimatur Rusydiyah, Anisa Nur Azizah

    pp. 32–45 · DOI: 10.5530/jscires.20251005 · Published Jan-Apr 2025

    The library serves as the primary information source and has a significant impact on raising educational standards. This study aims to improve library service quality by developing a personalized book recommendation syst…

  3. Article

    Large Language Models in Biomedicine and Health: A Holistic Evaluation of the Effectiveness, Reliability and Ethics using Altmetrics

    Prema Nedungadi, Hiran Haridas Lathabai, Raghu Raman

    pp. 46–61 · DOI: 10.5530/jscires.20251166 · Published Jan-Apr 2025

    This study investigated the application of Large Language Models (LLMs), particularly ChatGPT and Bard, in biomedical and clinical sciences and health sciences via a combination of the altmetric approach and scientometri…

  4. Article

    Evaluating Community Detection Algorithms: A Focus on Effectiveness and Efficiency

    Srilatha Tokala, Murali Krishna Enduri, T. Jaya Lakshm, Koduru Hajarathaiah

    pp. 62–74 · DOI: 10.5530/jscires.20250839 · Published Jan-Apr 2025

    Many practical problems and applications are characterized in the form of a network. If the network becomes huge and complex, it becomes very difficult to identify the partitions and the relationships among each of the n…

  5. Article

    Armenian Women in Science: An Analytical and Bibliometric Study of Current Trends

    Shushanik Sargsyan, Domenico Augusto Maisano, Aleksan Shakhatuni, Harutyun Sargsyan, Aram Mirzoyan, Maria Ohanyan, Gevorg Kesoyan, Edita Gzoyan

    pp. 75–85 · DOI: 10.5530/jscires.20251566 · Published Jan-Apr 2025

    This article investigates the role of women scientists in the Republic of Armenia, specifying their involvement and impact on the scientific community. The study is conducted from the dual perspective of biographical dat…

  6. Article

    Identifying Gaps and Contributions of Project-Based Learning in Vocational Education and STEM Fields: A Comprehensive Bibliometric Analysis

    Arish Ibrahim

    pp. 86–98 · DOI: 10.5530/jscires.20250763 · Published Jan-Apr 2025

    This bibliometric analysis elucidates the evolution and impacts of Project-Based Learning (PBL) within vocational education, emphasizing its relevance in translating career goals and addressing educational gaps, particul…

  7. Article

    Women's Professional Advancement in Urban Planning Industries: A Systematic Review of Barriers and Facilitators in the Indian Context

    LopaKumari Pareshbhai Patel, Chetan Patel

    pp. 99–112 · DOI: 10.5530/jscires.20251094 · Published Jan-Apr 2025

    The primary focus of this study is to identify barriers and facilitators to women’s participation in the field of Urban Planning through a comprehensive literature review. In addition, this work focuses on a quantitative…

  8. Article

    Framing Effect Intellectual Structure Mapping: A Bibliometric Review

    Thiago Chiorino Costa, Diego Nogueira Rafael, Murilo Costa Filho

    pp. 113–131 · DOI: 10.5530/jscires.20250943 · Published Jan-Apr 2025

    Framing effect is a cognitive bias that leads people to display a preference for one option between alternatives that are factually equivalent but differ in the way they are presented. The effect was demonstrated by Tver…

  9. Article

    Pioneering Carbon Research: Unveiling a Decade of Academic Exploration through SCIE Highly Cited Papers

    Jing Zhou, Feining Luo, Zehua Li, Xiufen Long

    pp. 132–141 · DOI: 10.5530/jscires.20251467 · Published Jan-Apr 2025

    This study addresses the critical need for understanding journal publication trends in carbon research, which plays a vital role in advancing the field, guiding research priorities, informing policy decisions, and assess…

  10. Article

    A Bibliometric Analysis of Scorpionism Epidemiology in Tropical Health

    Mahysa Ferreira Costa, Aristeu Vieira da Silva, Rodrigo Nogueira de Vasconcelos

    pp. 142–159 · DOI: 10.5530/jscires.20251090 · Published Jan-Apr 2025

    Scorpionism has driven studies around the world on data relating to epidemiological and clinical aspects in humans. From this perspective, a bibliometric review was carried out to analyze the historical and evolutionary …

  11. Article

    Scientometric Mapping of Pharmaceutical Science Research in India during 2011-2020

    C Sowmya, D Gnanasekaran, T Vignesh

    pp. 160–173 · DOI: 10.5530/jscires.20250908 · Published Jan-Apr 2025

    This study delineates India’s pharmaceutical sciences research landscape from 2011 to 2020 through a scientometric analysis of data from the Scopus database. During this period, India contributed 241,142 publications, co…

  12. Article

    Three Decades of Research on Workplace Spirituality: A Bibliometric Overview and Insights into Indian Psychology

    Rumjhum Bandyopadhyay, R Singh Seema

    pp. 174–187 · DOI: 10.5530/jscires.20251164 · Published Jan-Apr 2025

    The present study aims to understand the publishing trends related to workplace spirituality over the last thirty years and potential areas for future research. For bibliometric analysis, using VOS viewer software, 957 e…

  13. Article

    Bibliometric Analysis of Research Trends in Spinal Cord Injury Rehabilitation: Mapping the Landscape of Scientific Publication

    Winslet Ong, Hafifi Hisham, Nor Azlin Mohd Nordin, Asfarina Zanudin, Nur Azah Hamzaid, Sumaiyah Mat, Azliyana Azizan

    pp. 188–200 · DOI: 10.5530/jscires.20251114 · Published Jan-Apr 2025

    Background Research trends in Spinal Cord Injury (SCI) rehabilitation remain relatively unexplored within the scientific literature. Despite increasing interest, there is a notable lack of comprehensive bibliometric anal…

  14. Article

    Mapping the Intellectual Landscape of Big Data in Accounting and Finance: A Decade of Bibliometric Analysis (2013-2023)

    Azhar Mohamad

    pp. 201–220 · DOI: 10.5530/jscires.20251109 · Published Jan-Apr 2025

    This study examines the intellectual structure and research trends at the intersection of big data, accounting, and finance using a bibliometric analysis of 295 Scopus-indexed papers from 2013 to 2023. The study tackles …

  15. Article

    Stock Market Analysis and Prediction: A Bibliometric Analysis

    Chandan Kumar Bal, Rohita Kumar Mishra

    pp. 221–238 · DOI: 10.5530/jscires.20251277 · Published Jan-Apr 2025

    Stock market prediction and analysis is an important subject of discussion for stock market prediction and analysis. The aim of the study is to explore literature with respect to stock market and its prediction. The pape…

  16. Article

    Intellectual Structure of Islamic Capital Market Studies: A Bibliometric Approach

    Fauzul Hanif Noor Athief, Luthfiyyah Nurul Izzah, Darlin Rizki, Afief El-Ashfahany

    pp. 239–254 · DOI: 10.5530/jscires.20250562 · Published Jan-Apr 2025

    Islamic capital market is one of the supporting pillars towards the fast growing of Islamic finance industry. Scholars paid high attention to it, resulting enormous studies being published to accelerate the development o…

  17. Article

    Exploring the Research Journey of Investment-Cash Flow Sensitivity: A Bibliometric, SLR, and Content Analysis

    Sakti Ranjan Dash, Maheswar Sethi

    pp. 255–271 · DOI: 10.5530/jscires.20250879 · Published Jan-Apr 2025

    This paper undertakes a novel endeavour to bridge the knowledge gap on Investment-Cash Flow Sensitivity (ICFS) through bibliometric analysis, analyzing 402 documents from Scopus and Web of Science databases spanning over…

  18. Article

    Digital Economy and SME Research Landscape: A Bibliometric Analysis of Emerging Themes and Trends

    Abdurrahman Rahim Thaha, Dwi Putranto Riau, Aji Fajar Suryo Antoro, Fauzan Aziz

    pp. 272–282 · DOI: 10.5530/jscires.20251711 · Published Jan-Apr 2025

    This study aims to map the research landscape on the digital economy and Small and Medium-sized Enterprises (SMEs) through bibliometric analysis of 130 Scopus-indexed articles. The study identified publication trends, in…

  19. Article

    Unleashing the Factors Inducing the Adoption of Electric Vehicles (EVs) in Bangladesh: A PLS-SEM Approach

    S.M. Masudur Rahman, Sadman Kabir, Md. Johir Rayhan, Abu Naser Mohammad Saif, Nayan Miah, Abdullah Al Mamun

    pp. 283–295 · DOI: 10.5530/jscires.20251140 · Published Jan-Apr 2025

    Global Electric Vehicle (EV) market growth has garnered attention as an avenue to curb the discharge of greenhouse gases and confront the effects of climate change. Policymakers, industry stakeholders and researchers mus…

  20. Article

    Predicting Collaborations among Research Scientists: A Datathon Experience

    Maria Del Pilar Angeles, Helena Gomez-Adorno, Sinuhe David Hernandez-Guevara, Victor Manuel Corza-Vargas

    pp. 300–308 · DOI: 10.5530/jscires.20251453 · Published Jan-Apr 2025

    This paper presents the challenge of predicting collaborations between research scientists as a datathon experience. The focus of the challenge task is determining whether or not the author of a research paper is keen to…

  21. Article

    Recognizing Patterns on Two Principal Causes of Death in the Mexican Population during the Period 2010-2021

    Guillermo De Ita Luna, Erika Bonfil Barragán, Daniela Ximena De Ita Varela

    pp. 309–318 · DOI: 10.5530/jscires.20251454 · Published Jan-Apr 2025

    Two of the 11 primary causes of death among the Mexican population during the period 2010-2021 were analyzed in its correlation with Mexico's socio-economic situation and the identified patterns are presented. It has bee…

  22. Article

    Corpus Characteristics-Based Method to Centroids Number Determination for Clustering Text Documents

    Inti Sandino Magallon-Juan-Qui, Jose Francisco Martinez-Trinidad, Darnes Vilarino-Ayala, Jesus Ariel Carrasco-Ochoa

    pp. 319–330 · DOI: 10.5530/jscires.20251455 · Published Jan-Apr 2025

    Clustering is fundamental for categorizing and exploring information, particularly in written texts. Traditional clustering algorithms such as K-Means generate clusters in which each document is assigned to a cluster bas…

  23. Article

    Predicting Reviewers’ Decisions in Scientific Submissions through Linguistic Analysis

    Mayte H. Laureano, Hiram Calvo, Tania Alcántara, Omar Garćıa-Vázquez, Marco A. Cardoso-Moreno

    pp. 331–341 · DOI: 10.5530/jscires.20251456 · Published Jan-Apr 2025

    This research investigates the efficacy of various computational models and feature sets in the task of classifying scientific text reviews into distinct categories. Utilizing a combination of Word Space Models (WSM) and…

  24. Article

    Peer-to-Peer Network for Co-reference Resolution

    Mridusmita Das, Apurbalal Senapati

    pp. 342–30 · DOI: 10.5530/jscires.20251457 · Published Jan-Apr 2025

    Co-reference resolution has been a perennial issue in linguistics and language processing discipline. Over the past more than fifty years, researchers have developed a variety of strategies to solve this problem. The pro…

  25. Article

    Thesis Reviewer’s Committee Recommendation System

    Omar Juárez Gambino, Consuelo-Varinia García-Mendoza, José-Manuel Suárez-Bautista, Hannah Gu, Hiram Calvo

    pp. 351–364 · DOI: 10.5530/jscires.20251458 · Published Jan-Apr 2025

    This paper presents a recommender system for the assignment of thesis reviewers at ESCOM-IPN Mexico. The system analyzes the thesis proposals, extracting relevant information and comparing it against the profiles of prof…

  26. Article

    Decoding Economic Insights: The Analytical Power of News Content

    Pierre Delice, David Pinto

    pp. 365–372 · DOI: 10.5530/jscires.20251459 · Published Jan-Apr 2025

    In this article, we explore the potential of textual data as an alternative source for economic analysis. We employ a range of data extraction and labeling techniques, including domain expert, rule-based approaches and p…

  27. Article

    Quartile Prediction and Journal Recommendation Using Deep Learning Models for Artificial Intelligence Articles

    Fernando Aguilar-Canto, Cesar Macias, Alberto Espinosa Juárez, Marco Antonio Cardoso-Moreno, Hiram Calvo

    pp. 373–382 · DOI: 10.5530/jscires.20251460 · Published Jan-Apr 2025

    Journal recommendation systems serve as valuable tools for researchers, addressing the complex task of multi-class text classification. With the advent of Transformer architectures, there is newfound potential to enhance…

Book Review

  1. Article

    The Calling of Global Responsibility: New Initiatives in Justice, Dialogues and Planetary Realizations

    Vikash Kumar

    pp. 296–298 · DOI: 10.5530/jscires.20251732 · Published Jan-Apr 2025

Editorial Note

  1. Article

    Special Issue on 9th International Symposium on Language and Knowledge Engineering

    A. Gopikuttan

    pp. 299–299 · DOI: 10.5530/jscires.20250001 · Published Jan-Apr 2025