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Abdullahi Yusuf; Norah Md Noor; Shamsudeen Bello – Education and Information Technologies, 2024
Studies examining students' learning behavior predominantly employed rich video data as their main source of information due to the limited knowledge of computer vision and deep learning algorithms. However, one of the challenges faced during such observation is the strenuous task of coding large amounts of video data through repeated viewings. In…
Descriptors: Learning Analytics, Student Behavior, Video Technology, Classification
Zhou, Yiqiu; Kang, Jina – International Educational Data Mining Society, 2022
The complex and dynamic nature of collaboration makes it challenging to find indicators of productive learning and quality collaboration. This exploratory study developed a collaboration metric to capture temporal patterns of joint attention (JA) based on log files generated as students interacted with an immersive astronomy simulation using…
Descriptors: Astronomy, Problem Solving, Science Instruction, Cooperative Learning
Trippas, Dries; Pachur, Thorsten – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2019
In judgment and categorization, the task is to infer the criterion value of an object based on cues. The cognitive mechanisms underlying such inferences are often distinguished in terms of whether they rely on an abstracted cue-criterion rule or on retrieving exemplars. The use of cue-based and exemplar-based strategies (and the associated…
Descriptors: Decision Making, Classification, Task Analysis, Cues
Al-Samarraie, Hosam; Ahmad, Yusof – Journal of Educational Computing Research, 2016
User interface (UI) design patterns for mobile applications provide a solution to design problems and can improve the usage experience for users. However, there is a lack of research categorizing the uses of design patterns according to users' hand dominance in a learning-based mobile UI. We classified the main design patterns for mobile…
Descriptors: Handedness, Questionnaires, Multivariate Analysis, Profiles
Ates, Ozlem; Unal Coban, Gul; Kaya Sengoren, Serap – European Journal of Educational Research, 2018
This study aims to explain the extent to which prospective physics teachers' views and practices are consistent with the constructivist framework. A case study design was employed as the research approach. The study was conducted with 11 prospective physics teachers attending a state university in Turkey. Data was collected through semi-structured…
Descriptors: Physics, Science Teachers, Observation, Check Lists
Hargreaves, Eleanore – Educational Research, 2014
Background: Some authors consider the ultimate purpose of Assessment for Learning to be the promotion of pupils' autonomy. But the concept of autonomy is problematic and teachers' attempts to promote autonomy in the classroom can seem both vague and impractical. Purpose: In this paper, following Ecclestone (2002), I suggest that a full definition…
Descriptors: Personal Autonomy, Feedback (Response), Classroom Techniques, Elementary School Students
Lin, Che-Li; Tsai, Chin-Chung; Liang, Jyh-Chong – European Journal of Psychology of Education, 2012
Conceptions of learning are drawn from an individuals' learning experiences, which are theoretically built upon the phenomenographic research method. Seven conceptions of learning in the domain of science are identified: "memorizing," "testing," "calculating and practicing," "increase of knowledge," "application," "understanding," and "seeing in a…
Descriptors: Factor Analysis, Profiles, Student Attitudes, Science Instruction

Meltzer, Lynn J.; And Others – Adolescence, 1986
Compared the cognitive and learning profiles of 53 delinquents, 26 learning-disabled adolescents, and 50 average achievers to examine the association between juvenile delinquency and learning disabilities. Application of discriminant analysis to the cognitive and educational profiles of subjects suggested the existence of various subtypes of…
Descriptors: Adolescents, Classification, Cognitive Style, Delinquency