Bibliometric mapping techniques in educational technology research: A systematic literature review

Y Jing, C Wang, Y Chen, H Wang, T Yu… - Education and …, 2024 - Springer
Bibliometric mapping is widely used in educational technology research to visualize
research field development (eg the current status and trend). However, there has been …

Identifying hot topic trends in streaming text data using sequential evolution model based on distributed representations

ZA Khan, Y Xia, S Ali, JA Khan, SS Askar… - IEEE …, 2023 - ieeexplore.ieee.org
Hot topic trends have become increasingly important in the era of social media, as these
trends can spread rapidly through online platforms and significantly impact public discourse …

30-year trends in research on enriching education and training with virtual reality: An innovative study based on machine learning approach

O Ozyurt, H Ozyurt - Education and Information Technologies, 2024 - Springer
The aim of this study is to identify the main research interests and trends in the literature
related to the integration of virtual reality into educational and training environments and to …

Management information systems research: A topic modeling based bibliometric analysis

H Özköse, O Ozyurt, A Ayaz - Journal of Computer Information …, 2023 - Taylor & Francis
Management information systems (MIS) have an interdisciplinary structure. Naturally, it
develops and changes with the influence of other fields. This study tries to analyze MIS …

Integrating Computational Thinking into Mathematics Education through an Unplugged Computer Science Activity.

F Mumcu, E Kidiman, F Özdinç - Journal of Pedagogical Research, 2023 - ERIC
Integrating computational thinking (CT) into various disciplines via computer science (CS)
methods such as unplugged, block-based, text-based, and physical programming is a …

[HTML][HTML] A Latent Dirichlet Allocation approach to understanding students' perceptions of Automated Writing Evaluation

J Wilson, S Zhang, C Palermo, TC Cordero… - … and Education Open, 2024 - Elsevier
Automated writing evaluation (AWE) has shown promise in enhancing students' writing
outcomes. However, further research is needed to understand how AWE is perceived by …

The landscapes of sustainability in the library and information science: Collaboration insights

AM Kamińska, Ł Opaliński, Ł Wyciślik - Sustainability, 2022 - mdpi.com
Despite the fact that the concept of sustainable development was born as early as the late
1980s, in the field of library and information science there has been a significant growth in …

Decoding educational augmented reality research trends: a topic modeling analysis

H Ozyurt, O Ozyurt - Education and Information Technologies, 2024 - Springer
This study aims to examine the temporal evolution and changes of research interests and
trends in the educational augmented reality (AR) literature. To this end, 3718 articles …

Evaluating the latest trends of Industry 4.0 based on LDA topic model

O Ozyurt, H Özköse, A Ayaz - The Journal of Supercomputing, 2024 - Springer
This study employs the Latent Dirichlet allocation method, a topic modeling technique, to
reveal hidden patterns in Industry 4.0 research. The dataset comprises 8584 articles …

A Broad View of the Problem-Based Learning Field Based on Machine Learning: A Large-Scale Study Based on Topic Modeling

Ö Özyurt, A Aslan - International e-Journal of Educational Studies, 2023 - dergipark.org.tr
The aim of the study is to examine Problem Based Learning (PBL) studies in terms of
descriptive and semantic content analysis by using topic modeling. For this purpose …