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Interaction Recognition and Intervention Based on Context Feature Fusion of Learning Behaviors in Interactive Learning Environments
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Xia, Xiaona – Interactive Learning Environments, 2023
Interactive learning environments can generate massive learning behavior data and the support of learning behavior big data can ensure the completeness of data analysis and robustness of relationship verification. In this study, learning behaviors are divided into training set and testing set, BP neural network and recurrent Elman network are…
Descriptors: Interaction, Intervention, Student Behavior, Educational Environment
Predicting Programming Performance by Using Process Behavior in a Block-Based Programming Environment
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Qian Fu; Wenjing Tang; Yafeng Zheng; Haotian Ma; Tianlong Zhong – Interactive Learning Environments, 2024
In this study, a predictive model is constructed to analyze learners' performance in programming tasks using data of programming behavioral events and behavioral sequences. First, this study identifies behavioral events from log data and applies lag sequence analysis to extract behavioral sequences that reflect learners' programming strategies.…
Descriptors: Predictor Variables, Psychological Patterns, Programming, Self Management
Factors Influencing Learners' Continuance Intention toward One-to-One Online Learning
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Liu, Na; Pu, Quanlin – Interactive Learning Environments, 2023
One-to-one online learning has become pervasive in distance education. However, factors affecting learners' continuance intention toward one-to-one online learning are not well known. This study proposed a model to explain learners' continuance intention toward one-to-one online learning. The model extends previous technology acceptance models and…
Descriptors: Intention, Individualized Instruction, Electronic Learning, Distance Education
Multilevel Analysis of the Effects of Participation, Peer Support, SRL and Course Disciplines on Academic Performance in SPOCs
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Yu, Liang; Zhang, Na; Zhang, Yuanyuan – Interactive Learning Environments, 2023
The aim of this study was to explore the relationships among participation, peer support, self-regulated learning (SRL), course discipline and academic performance in small private open course (SPOC) environments. The study sample comprised of 309 undergraduates who completed SPOCs within the past year and consisted of 53% males (N = 164) and 47%…
Descriptors: Online Courses, Small Group Instruction, Undergraduate Students, Learning Strategies
Understanding Chinese Secondary School Students' Perceptions of Mobile-Assisted Language Learning
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Shuxia Yang; Rui Wang; Bing Mei – Interactive Learning Environments, 2024
Given the paucity of research on mobile-assisted language learning (MALL) in secondary schools in China, this retrospective case study explored the psychological processes underlying the non-voluntary MALL experiences of Chinese secondary school students during a lockdown to contain the spread of COVID-19. Drawing on prior technology acceptance…
Descriptors: Foreign Countries, Student Attitudes, Telecommunications, Handheld Devices
Explicating the Influences That Explain Intention to Use Technology among English Teachers in China
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Teo, Timothy; Huang, Fang; Hoi, Cathy Ka Weng – Interactive Learning Environments, 2018
Given the paradox between pervasive promotion of technology use in English teaching and lack of studies about teachers' technology acceptance in China, this study aims to examine intentions of English teachers in China to use technology in their classroom teaching. Based on the technology acceptance model, eight variables including perceived…
Descriptors: Foreign Countries, Technology Uses in Education, Intention, English (Second Language)