Keyword

student modeling

Description: A computational method in educational technology for representing learners’ knowledge, skills, needs, or behavior to guide personalized instruction.

Primary topic: Intelligent Tutoring Systems and Adaptive Learning (67%)

OpenAlex ID: keywords/student-modeling

Deep Knowledge Tracing

2015 · Piech, Chris, Spencer, Jonathan, et al. · arXiv (Cornell University) · 875

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The Behavior of Tutoring Systems

2006 · Kurt VanLehn · International Journal of Artificial Intelligence in Education · 801

Intelligent tutoring systems: a systematic review of characteristics, applications, and evaluation methods

2018 · Elham Mousavinasab, Nahid Zarifsanaiey, et al. · Interactive Learning Environments · 602

Cognitive modeling and intelligent tutoring

1990 · John R. Anderson, C.Franklin Boyle, et al. · Artificial Intelligence · 536

Individualized Bayesian Knowledge Tracing Models

2013 · Michael V. Yudelson, Kenneth R. Koedinger, et al. · Lecture notes in computer science · 510

Using Bayesian Networks to Manage Uncertainty in Student Modeling

2002 · Cristina Conati, Abigail Gertner, et al. · User Modeling and User-Adapted Interaction · 493

Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning

2017 · John K. Tarus, Zhendong Niu, et al. · Artificial Intelligence Review · 491

Knowledge Tracing: A Survey

2022 · Ghodai Abdelrahman, Qing Wang, et al. · ACM Computing Surveys · 474

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More Accurate Student Modeling through Contextual Estimation of Slip and Guess Probabilities in Bayesian Knowledge Tracing

2008 · Ryan S. J. d. Baker, Albert T. Corbett, et al. · Lecture notes in computer science · 452

Stupid Tutoring Systems, Intelligent Humans

2016 · Ryan S. Baker · International Journal of Artificial Intelligence in Education · 425

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Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE

2003 · Kyparisia A. Papanikolaou, Maria Grigoriadou, et al. · User Modeling and User-Adapted Interaction · 390

Applications of neuro fuzzy systems: A brief review and future outline

2013 · Samarjit Kar, Sujit Das, et al. · Applied Soft Computing · 332

Student modeling approaches: A literature review for the last decade

2013 · Konstantina Chrysafiadi, Maria Virvou · Expert Systems with Applications · 329

A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms

2016 · Khalid Colchester, Hani Hagras, et al. · Journal of Artificial Intelligence and Soft Computing Research · 328

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Ubiquitous learning website: Scaffold learners by mobile devices with information-aware techniques

2006 · G.D. Chen, C.K. Chang, et al. · Computers & Education · 307

Modeling and Simulation of an Adaptive Neuro-Fuzzy Inference System (ANFIS) for Mobile Learning

2011 · Ahmed Al-Hmouz, Jun Shen, et al. · IEEE Transactions on Learning Technologies · 286

Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing

2020 · Youngduck Choi, Youngnam Lee, et al. · ACM Conference on Learning @ Scale (L@S) · 279

A Self-Attentive model for Knowledge Tracing

2019 · Pandey, Shalini, Karypis, George · arXiv (Cornell University) · 278

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Help seeking, learning and contingent tutoring

1999 · H. Wood, D. Wood · Computers & Education · 276

Knowledge-based tutoring: the GUIDON program

1987 · William J. Clancey · CERN Document Server (European Organization for Nuclear Research) · 268

Adaptive educational hypermedia accommodating learning styles: A content analysis of publications from 2000 to 2011

2011 · Yavuz Akbulut, Cigdem Suzan Cardak · Computers & Education · 266

Educational Data Mining and Learning Analytics: Applications to Constructionist Research

2014 · Matthew Berland, Ryan S. Baker, et al. · Technology Knowledge and Learning · 257

Student Models that Invite the Learner In: The SMILI:() Open Learner Modelling Framework

2007 · Susan Bull, Judy Kay · International Journal of Artificial Intelligence in Education · 251

Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques

2017 · Radek Pelánek · User Modeling and User-Adapted Interaction · 242

GIKT: A Graph-Based Interaction Model for Knowledge Tracing

2021 · Yang Yang, Jian Shen, et al. · Lecture notes in computer science · 241

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Works count: 6,062

Citation count: 58,340