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Key Student Nodes Mining in the In-Class Social Network Based on Combined Weighted GRA-TOPSIS Method
Shou, Zhaoyu; Tang, Mengxue; Wen, Hui; Liu, Jinghua; Mo, Jianwen; Zhang, Huibing – International Journal of Information and Communication Technology Education, 2023
In this paper, a key node mining algorithm of entropy-CRITIC combined weighted GRA-TOPSIS method is proposed, which is based on the network structure features. First, the method obtained multi-dimensional data of students' identities, seating relationships, social relationships, and so on to build a database. Then, the seating similarity among…
Descriptors: Social Networks, Algorithms, Network Analysis, Databases
Denok Sunarsi; Horas Djulius; Azhar Affandi; Sidik Priadana; Umi Narimawati; Iman Sudirman – Journal of Education and Learning (EduLearn), 2025
The COVID-19 pandemic has brought unprecedented challenges and opportunities for knowledge management systems (KMS) in various domains and sectors. This research explores the strategies to manage expectational knowledge in higher education after the COVID-19 pandemic. This study employed a qualitative research method with a case study design to…
Descriptors: COVID-19, Pandemics, Knowledge Management, Expectation
Brady D. Lund – Journal of Cybersecurity Education, Research and Practice, 2024
This paper investigates the integration of blockchain technology into core systems within institutions of higher education, utilizing the National Institute of Standards and Technology's (NIST) Cybersecurity Framework as a guiding framework. It supplies definitions of key terminology including blockchain, consensus mechanisms, decentralized…
Descriptors: Computer Oriented Programs, Computer Security, Databases, Information Storage
Liu, Chenchen; Hwang, Gwo-Jen; Tu, Yun-fang; Yin, Yiqing; Wang, Youmei – Interactive Learning Environments, 2023
This study reviewed the mobile technology-supported music education (MTSME) studies published in several academic databases, namely Scopus, WOS, ERIC, and RILM, from 2008-2019. Based on the technology-based learning model, the application domains, research issues, sample groups, research methods, adopted devices, and learning strategies were…
Descriptors: Computer Assisted Instruction, Teaching Methods, Telecommunications, Handheld Devices
Chen, Wang; Wei, Luo; Yuefei, Wu – History of Education Review, 2021
Purpose: This paper traces the incorporation of western educational histories in the development of normal-school curricula during the late Qing Dynasty and the Republic of China (1901-1944). It uses publication networks to show how the study of comparative educational history facilitated the international circulation of knowledge in the teaching…
Descriptors: Western Civilization, Historiography, Curriculum Development, Social Networks
Froehlich, Dominik E.; Van Waes, Sara; Schäfer, Hannah – Review of Research in Education, 2020
Social network analysis (SNA) is becoming a prevalent method in education research and practice. But criticism has been voiced against the heavy reliance on quantification within SNA. Recent work suggests combining quantitative and qualitative approaches in SNA--mixed methods social network analysis (MMSNA)--as a remedy. MMSNA is helpful for…
Descriptors: Social Networks, Network Analysis, Criticism, Research Methodology
Alessio Castiglione – Research on Education and Media, 2025
The use of social networking sites (SNSs) in teaching is of increasing importance, for it puts into question how what we have, until the digital revolution, understood formal education to be. The earliest social media came about and were developed parallel to generations Z and Alpha. This review analyzed at least 8 articles published between 2019…
Descriptors: Social Media, Social Networks, Teaching Methods, Databases
Chen, Li Ju – European Journal of Special Needs Education, 2019
This research identified the potential special education transition development trajectories by tracing the priorities and hierarchical structure of published transition issues in special education. Social network analysis (SNA) of the 1900-2015 data from the Web of Science (WOS) database achieves a transition exploration flow by citation-based…
Descriptors: Special Education, Self Determination, Accountability, Social Networks
Yunus Dogan; Tarik Talan – Journal of Pedagogical Research, 2025
Artificial intelligence (AI) has significant potential in foreign language learning and teaching, and various scientific studies that monitor, investigate, and examine developments in this field have been conducted for many years. In fact, with the increasing importance and popularity of AI, there has been an observed growth in the number of…
Descriptors: Artificial Intelligence, Bibliometrics, Computer Software, Technology Integration
Özkaya, Ali – Educational Research and Reviews, 2018
The purpose of this study is to perform bibliometric analysis of the scientific researches published in mathematics education subject area between 1980 and 2018, to find out the general layout of the scientific knowledge and communication structure of the field using an objective method, driven from the data. The publications were analyzed…
Descriptors: Bibliometrics, Mathematics Education, Databases, Cluster Grouping
Siew, Cynthia S. Q. – Cognitive Science, 2021
Various aspects of semantic features drive early vocabulary development, but less is known about how the global and local structure of the overall semantic feature space influences language acquisition. A feature network of English words was constructed from a large database of adult feature production norms such that edges in the network…
Descriptors: Second Language Learning, Semantics, Vocabulary Development, Databases
Deveci, Isa – Participatory Educational Research, 2022
The purpose of this paper is to investigate the descriptive and evaluative findings of articles conducted in educational contexts on entrepreneurship education in the Web of Science (WoS) database. For this purpose, the bibliometric analysis method was used in this study. This systematic literature review examined 352 scientific articles published…
Descriptors: Bibliometrics, Authors, Networks, Entrepreneurship
Danielle S. McNamara; Tracy Arner; Elizabeth Reilley; Paul Alvarado; Chani Clark; Thomas Fikes; Annie Hale; Betheny Weigele – Grantee Submission, 2022
Accounting for complex interactions between contextual variables and learners' individual differences in aptitudes and background requires building the means to connect and access learner data at large scales, across time, and in multiple contexts. This paper describes the ASU Learning@Scale (L@S) project to develop a digital learning network…
Descriptors: Electronic Learning, Educational Technology, Networks, Learning Analytics
van Helden, Daphne L.; den Dulk, Laura; Steijn, Bram; Vernooij, Meike W. – Educational Management Administration & Leadership, 2023
This article systematically reviews 35 empirical articles on the topic of networks and career advancement into academic leadership positions. Our objectives in this systematic review are to clarify: (1) the functions that networks fulfil; (2) the outcomes of these functions in terms of career advancement; and (3) whether networks are likely to…
Descriptors: Gender Differences, Social Networks, Research Reports, Career Development
Ekin, Cansu Cigdem – International Journal of Technology in Education and Science, 2022
The study aims to reveal the studies' profile on COVID-19 in journals in the field of education. For this purpose, we scanned the global COVID-19-related educational literature officially published and included in the Scopus database. "COVID", "Coronavirus", and "Corona" were used as the keywords to reach the relevant…
Descriptors: Trend Analysis, Educational Trends, COVID-19, Pandemics