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Park, Hyoung-Yong; Seo, Hae-Ae – International Baltic Symposium on Science and Technology Education, 2023
Evolution is a central concept that unifies all areas of life sciences. Despite longstanding scientific efforts in science education, the public's scientific awareness of evolution still needs to improve. Furthermore, teaching evolution is subject to recurring controversy. This study aimed to investigate the gap between public understanding of…
Descriptors: Evolution, Scientific Concepts, Computer Mediated Communication, Classification
Chelsea Daniels; Yoav Bergner; Collin Lynch; Tiffany Barnes – Grantee Submission, 2018
In the e-learning context, social network analysis (SNA) can be used to build understanding around the ways students participate and interact in online forums. This study contributes to the growing body of research that uses statistical methods to test hypotheses about structures in social networks. Specifically, we show how statistical analysis…
Descriptors: Hypothesis Testing, Social Networks, Network Analysis, MOOCs
Chen, Zhaorui; Demmans, Carrie – International Educational Data Mining Society, 2020
Discussion forums are used to support socio-collaborative learning processes among students in online courses. However, complex forum structures and lengthy discourse require that students spend their limited time searching and filtering through posts to find those that are relevant to them rather than spending that time engaged in other…
Descriptors: Cooperative Learning, Computer Mediated Communication, Recordkeeping, Online Courses
Using Social Network Analysis of Online Discussion Interactions to Develop Better Assessment Metrics
Fried, Audrey – AERA Online Paper Repository, 2017
Both formative and summative assessment in online discussion-based courses have typically focused on the behavior of individual students. Metrics such as the number of posts or number of words are typical. While these metrics are arguably a reasonable proxy for the efforts of individual students, they give little insight into how successfully…
Descriptors: Social Networks, Network Analysis, Computer Mediated Communication, Interaction
Kerrigan, Simon; Feng, Shihui; Vuthaluru, Rupa; Ifenthaler, Dirk; Gibson, David – International Association for Development of the Information Society, 2019
Problem-solving and collaboration are regarded as an essential part of 21st Century Skills. This study describes a task-focused approach to network analysis of trace data from collaborative problem-solving in a digital learning environment. The analysis framework builds and expands upon previous analyses of social ties as well as discourse…
Descriptors: Network Analysis, Problem Solving, Task Analysis, Data Analysis
Cai, Zhiqiang; Pennebaker, James W.; Eagan, Brendan; Shaffer, David W.; Dowell, Nia M.; Graesser, Arthur C. – Grantee Submission, 2017
This study investigates a possible way to analyze chat data from collaborative learning environments using epistemic network analysis and topic modeling. A 300-topic general topic model built from TASA (Touchstone Applied Science Associates) corpus was used in this study. 300 topic scores for each of the 15,670 utterances in our chat data were…
Descriptors: Network Analysis, Computer Mediated Communication, Cooperative Learning, Scores
Cai, Zhiqiang; Eagan, Brendan; Dowell, Nia M.; Pennebaker, James W.; Shaffer, David W.; Graesser, Arthur C. – International Educational Data Mining Society, 2017
This study investigates a possible way to analyze chat data from collaborative learning environments using epistemic network analysis and topic modeling. A 300-topic general topic model built from TASA (Touchstone Applied Science Associates) corpus was used in this study. 300 topic scores for each of the 15,670 utterances in our chat data were…
Descriptors: Epistemology, Network Analysis, Cooperative Learning, Computer Software
Matranga, Anthony V.; Koku, Emmanuel – North American Chapter of the International Group for the Psychology of Mathematics Education, 2015
This study is part of a larger research design project that aims to cultivate an online community of mathematics educators. The purpose of this smaller study is to suggest interventions that will further support community cultivation efforts. Social network analytical methods are used to study project participants' interactions in virtual spaces.…
Descriptors: Mathematics Teachers, Teacher Collaboration, Communities of Practice, Social Networks
Fontainha, Elsa; Martins, Jorge Tiago; Vasconcelos, Ana Cristina – Information Research: An International Electronic Journal, 2015
Introduction: This paper aims at understanding virtual communities of learning in terms of dynamics, types of knowledge shared by participants, and network characteristics such as size, relationships, density, and centrality of participants. It looks at the relationships between these aspects and the evolution of communities of learning. It…
Descriptors: Network Analysis, Communities of Practice, Economics Education, Group Dynamics
Park, Min Sook; Park, Hyejin – Information Research: An International Electronic Journal, 2016
Introduction: Health information-seeking and sharing online has become immensely intertwined with day-to-day information-seeking of US immigrants with health concerns. Despite the consistent recognition of unique health needs among different US immigrant communities, little is known about the distinctive patterns and extent of health information…
Descriptors: Korean Americans, Cancer, Help Seeking, Computer Mediated Communication
Ruane, Regina; Lee, Vera J. – Online Learning, 2016
This study uses Critical Discourse Analysis and Social Network Analysis to examine an online peer mentoring site created to unite first-year and third-year preservice teachers enrolled in an undergraduate teacher education program. The peer mentoring site was developed to provide both first-year preservice teachers and more experienced peers the…
Descriptors: Mentors, Peer Groups, Discourse Analysis, Social Networks
Martins da Silva, Vanessa Cristina; Siqueira, Sean Wolfgand Matsui – International Association for Development of the Information Society, 2016
In online learning environments, tutors have several problems to carry out their activities, such as evaluating the student, knowing the right way to guide each student, promoting discussions, and knowing the right time to interact or let students build knowledge alone. We consider scenarios in which teaching and learning occurs in online social…
Descriptors: Interaction, Social Networks, Electronic Learning, Tutors
Jiang, Zhuoxuan; Zhang, Yan; Liu, Chi; Li, Xiaoming – International Educational Data Mining Society, 2015
With the development of Massive Open Online Courses (MOOC) in recent years, discussion forums there have become one of the most important components for both students and instructors to widely exchange ideas. And actually MOOC forums play the role of social learning media for knowledge propagation. In order to further understand the emerging…
Descriptors: Online Courses, Large Group Instruction, Educational Technology, Social Networks
Flores, Eric; Escudero, Dinazar I.; Aguilar, Mario Sánchez – North American Chapter of the International Group for the Psychology of Mathematics Education, 2014
We present a literature review of the emerging research area online mathematics teacher education (OMTE). The review focuses on identifying (1) the main issues investigated in the area, (2) the main theoretical approaches employed, (3) the kind of empirical evidence that the researchers produce and present in order to support their findings and…
Descriptors: Mathematics Teachers, Teacher Education, Online Courses, Electronic Learning
Weber, Peter; Rothe, Hannes – Association for the Advancement of Computing in Education, 2012
This paper is a report on the findings of a study conducted on the use of the social networking service NING in a cross-location e-learning setting named "Net Economy." We describe how we implemented NING as a fundamental part of the setting through a special phase concept and team building approach. With the help of user statistics, we examine…
Descriptors: Literacy Education, Foreign Countries, Electronic Learning, Team Training
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