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Shan Li; Xiaoshan Huang; Tingting Wang; Juan Zheng; Susanne P. Lajoie – Journal of Computing in Higher Education, 2025
Coding think-aloud transcripts is time-consuming and labor-intensive. In this study, we examined the feasibility of predicting students' reasoning activities based on their think-aloud transcripts by leveraging the affordances of text mining and machine learning techniques. We collected the think-aloud data of 34 medical students as they diagnosed…
Descriptors: Information Retrieval, Artificial Intelligence, Prediction, Abstract Reasoning
Lämsä, Joni; Uribe, Pablo; Jiménez, Abelino; Caballero, Daniela; Hämäläinen, Raija; Araya, Roberto – Journal of Learning Analytics, 2021
Scholars have applied automatic content analysis to study computer-mediated communication in computer-supported collaborative learning (CSCL). Since CSCL also takes place in face-to-face interactions, we studied the automatic coding accuracy of manually transcribed face-to-face communication. We conducted our study in an authentic higher-education…
Descriptors: Cooperative Learning, Computer Assisted Instruction, Synchronous Communication, Learning Analytics
Segedy, James R.; Kinnebrew, John S.; Biswas, Gautam – Journal of Learning Analytics, 2015
Researchers have long recognized the potential benefits of open-ended computer- based learning environments (OELEs) to help students develop self-regulated learning (SRL) behaviours. However, measuring self-regulation in these environments is a difficult task. In this paper, we present our work in developing and evaluating "coherence…
Descriptors: Educational Environment, Computer Assisted Instruction, Independent Study, Learning Strategies
Scoresby, Jon; Shelton, Brett E. – Instructional Science: An International Journal of the Learning Sciences, 2011
The mis-categorizing of cognitive states involved in learning within virtual environments has complicated instructional technology research. Further, most educational computer game research does not account for how learning activity is influenced by factors of game content and differences in viewing perspectives. This study is a qualitative…
Descriptors: Educational Technology, Data Analysis, Simulated Environment, Educational Games
Kuhn, Deanna; Crowell, Amanda – Society for Research on Educational Effectiveness, 2011
Argument has been referred to as the umbrella under which all reasoning lies--"the more general human process of which more specific forms of reasoning are a part". In this paper, the authors present an evidence that argumentive reasoning skills can be assessed and developed in facilitative settings. They focus on middle school as an optimal…
Descriptors: Persuasive Discourse, Essays, Critical Thinking, Writing Skills
Dorner, Helga – American Journal of Distance Education, 2012
This study examines online mentor roles and effects with the online mentoring process in computer-supported collaborative learning environments in communities of in-service teachers. Interest in the online mentors' activity encompassed their participation in the online interactions, the influence of their activity on participants' patterns of…
Descriptors: Foreign Countries, Electronic Learning, Web Based Instruction, Mentors
Chao, Chin-chi – Language Learning & Technology, 2015
Behind CALL teacher education (CTE) there is an unproblematized consensus of transfer, which suggests a positivist and tool-centered view of learning gains that differs from the sociocultural focus of recent teacher education research. Drawing on Beach's (2003) conceptualization of transfer as "consequential transition," this qualitative…
Descriptors: Language Teachers, Teacher Education Programs, Praxis, Theory Practice Relationship
Yeo, Tiong Meng; Quek, Choon Lang – Australasian Journal of Educational Technology, 2011
This research investigates students' peer interactions in the Design and Technology (D&T) environment supported by "Knowledge Forum". The sample comprised of 15 students who had no prior experience in using "Knowledge Forum" to mediate their D&T learning. Their interaction with peers occurred in three stages: design situation, ideation and…
Descriptors: Interaction, Educational Technology, Discussion (Teaching Technique), Design
Kert, Serhat Bahadir – Turkish Online Journal of Educational Technology - TOJET, 2011
The rapid developments in the communication technologies today render possible the use of new technological support tools in learning processes. Wireless, or mobile wireless, technologies are the tools whose potential contributions to education are investigated. The potential effects of these technologies on learning are explored through studies…
Descriptors: Foreign Countries, Electronic Learning, Programming Languages, Programming
Waters, Jim – Journal of Asynchronous Learning Networks, 2012
The growth of online learning has exposed fundamental gaps in our knowledge, both theoretical and pragmatic. This research investigated some questions of the role of emergent leaders in online leaning and the influence of different behaviors. Firstly are there any common factors that identify thought-leaders? Secondly does the presence of…
Descriptors: Foreign Countries, Electronic Learning, Online Courses, Computer Assisted Instruction
Uzum, Baburhan – CALICO Journal, 2010
Computer technology improves the process of SLA by providing access to an ample amount of input within a communicative context in which participants can engage in synchronous and asynchronous conversations (Payne & Whitney, 2002; Sykes, 2005). This research project aims to investigate the role of alignment in learning a second language within the…
Descriptors: Interaction, Learning Theories, College Students, Second Language Learning
Tsai, Chin-Chung – Computers & Education, 2009
Past research has shown the variations of students' conceptions of learning, but little has been especially undertaken to address students' conceptions of web-based learning and to make comparisons between students' conceptions of learning in general and their conceptions of web-based learning in particular. By interviewing 83 Taiwanese college…
Descriptors: College Students, Student Attitudes, Self Efficacy, Web Based Instruction
Fernandez-Cardenas, Juan Manuel; Silveyra-De La Garza, Marcela Lucia – Technology, Pedagogy and Education, 2010
In this study the authors have looked at the use of interactive whiteboards (IWBs) in Mexico from a linguistic anthropological perspective. Twenty lessons were video recorded to compare the use of IWBs and traditional boards in different areas of the curriculum in primary schools. Data were analysed as a set of sequenced communicative events in…
Descriptors: Language Usage, Intellectual Disciplines, Foreign Countries, Comparative Analysis
Hull, Darrell M.; Saxon, Terrill F. – Computers & Education, 2009
Variations in group co-construction of knowledge and the extent to which participants engaged in negotiating meaning were directly related to instruction. The authors examined social interaction resulting from controlled variation in instruction using a counter-balanced design in two professional development courses for teachers. Both courses were…
Descriptors: Educational Strategies, Constructivism (Learning), Online Courses, Interpersonal Relationship
Schellens, T.; Van Keer, H.; De Wever, B.; Valcke, M. – Interactive Learning Environments, 2009
The present study focuses on the use of thinking types as a possible way to structure university students' discourse in asynchronous discussion groups and consequently promote their learning. More specifically, the aim of the study is to determine how requiring students to label their contributions by means of De Bono's (1991) thinking hats…
Descriptors: Discussion Groups, Identification, Critical Thinking, Thinking Skills
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