Get started
Keyword

student behavior analysis

Description: Student behavior analysis is the systematic examination of students’ actions and interactions in educational settings, often using computational methods and learning data.
OpenAlex ID: keywords/student-behavior-analysis
An investigation of computer coaching for informal learning activities
1979 · Richard R. Burton, John Seely Brown · International Journal of Man-Machine Studies · 510
Using learning analytics to assess students' behavior in open-ended programming tasks
2011 · Paulo Blikstein · International Conference on Learning Analytics and Knowledge (LAK) · 292
eTeacher: Providing personalized assistance to e-learning students
2008 · Silvia Schiaffino, Patricio Garcia, et al. · Computers & Education · 270
The geometry tutor
1985 · John R. Anderson, C. Franklin Boyle, et al. · International Joint Conference on Artificial Intelligence · 270
Identifying Learning Styles in Learning Management Systems by Using Indications from Students' Behaviour
2008 · Sabine Graf, Kinshuk, et al. · IEEE International Conference on Advanced Learning Technologies (ICALT) · 188
Mining in Educational Data: Review and Future Directions
2020 · Said A. Salloum, Muhammad Alshurideh, et al. · Advances in intelligent systems and computing · 143
Learning styles' recognition in e‐learning environments with feed‐forward neural networks
2006 · J. E. Villaverde, D. Godoy, et al. · Journal of Computer Assisted Learning · 140
PDF
Detection and Analysis of Off-Task Gaming Behavior in Intelligent Tutoring Systems
2006 · Jason A. Walonoski, Neil T. Heffernan · Lecture notes in computer science · 137
Predicting students’ academic performance by using educational big data and learning analytics: evaluation of classification methods and learning logs
2019 · Anna Y. Q. Huang, Owen H. T. Lu, et al. · Interactive Learning Environments · 122
Data Mining in Educational System using WEKA
2011 · Sunita B. Aher · 90
Automatic Detection of Off-Task Behaviors in Intelligent Tutoring Systems with Machine Learning Techniques
2009 · Suleyman Cetintas, Luo Si, et al. · IEEE Transactions on Learning Technologies · 90
Predicting Student Academic Performance in Blended Learning Using Artificial Neural Networks
2016 · Nick Z. Zacharis · International Journal of Artificial Intelligence & Applications · 87
PDF
Analyzing Student Work Patterns Using Programming Exercise Data
2015 · Jaime Spacco, Paul Denny, et al. · ACM Technical Symposium on Computer Science Education (SIGCSE) · 75
Clickstream for learning analytics to assess students’ behavior with Scratch
2018 · Daniel Amo Filvà, Marc Alier Forment, et al. · Future Generation Computer Systems · 71
PDF
Mining students data to analyze e-Learning behavior: A Case Study
2009 · Alaa M. El-Halees · 70
Intelligent Student Behavior Analysis System for Real Classrooms
2020 · Rui Zheng, Fei Jiang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 64
A Systematic Review on Data Mining for Mathematics and Science Education
2020 · Dongjo Shin, Jaekwoun Shim · International Journal of Science and Mathematics Education · 62
Using Hidden Markov Models to Characterize Student Behaviors in Learning-by-Teaching Environments
2008 · Hogyeong Jeong, Amit Gupta, et al. · Lecture notes in computer science · 62
A Virtual Learning Architecture Enhanced by Fog Computing and Big Data Streams
2018 · Riccardo Pecori · Future Internet · 61
Real-time learning analytics for C programming language courses
2017 · Xinyu Fu, Atsushi Shimada, et al. · International Learning Analytics & Knowledge Conference · 60
A genetic algorithm approach to recognise students' learning styles
2006 · Virginia Yannibelli, Daniela Godoy, et al. · Interactive Learning Environments · 60
An evolutionary algorithm for the discovery of rare class association rules in learning management systems
2014 · J. M. Luna, C. Romero, et al. · Applied Intelligence · 59
Week-Wise Student Performance Early Prediction in Virtual Learning Environment Using a Deep Explainable Artificial Intelligence
2022 · Hsing-Chung Chen, Eko Prasetyo, et al. · Applied Sciences · 58
PDF
Which Contribution Does EDM Provide to Computer-Based Learning Environments?
2013 · Nabila Bousbia, Idriss Belamri · Studies in computational intelligence · 58
BiTNet: A lightweight object detection network for real-time classroom behavior recognition with transformer and bi-directional pyramid network
2023 · Jinhua Zhao, Hongye Zhu, et al. · Journal of King Saud University - Computer and Information Sciences · 54
Works count: 1,101
Citation count: 6,562
Year
Topic
Type