Keyword

knowledge tracing

Description: A student-modeling method in educational technology that estimates learners’ mastery of concepts from their sequence of learning activities and responses.

Primary topic: Intelligent Tutoring Systems and Adaptive Learning (84%)

OpenAlex ID: keywords/knowledge-tracing

Knowledge tracing: Modeling the acquisition of procedural knowledge

1995 · Albert T. Corbett, John R. Anderson · User Modeling and User-Adapted Interaction · 2,300

Dynamic Key-Value Memory Networks for Knowledge Tracing

2017 · Jiani Zhang, Xingjian Shi, et al. · International World Wide Web Conference (WWW) · 903

Deep Knowledge Tracing

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

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Context-Aware Attentive Knowledge Tracing

2020 · Aritra Ghosh, Neil Heffernan, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 612

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EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction

2019 · Qi Liu, Zhenya Huang, et al. · IEEE Transactions on Knowledge and Data Engineering · 520

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Enhancing the prediction of student performance based on the machine learning XGBoost algorithm

2021 · Amal Asselman, Mohamed Khaldi, et al. · Interactive Learning Environments · 492

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

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

2019 · Hiromi Nakagawa, Yusuke Iwasawa, et al. · IEEE/WIC/ACM International Conference on Web Intelligence · 410

Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracing

2010 · Zachary A. Pardos, Neil T. Heffernan · Lecture notes in computer science · 368

Addressing two problems in deep knowledge tracing via prediction-consistent regularization

2018 · Chun-Kit Yeung, Dit-Yan Yeung · 345

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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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EdNet: A Large-Scale Hierarchical Dataset in Education

2020 · Youngduck Choi, Youngnam Lee, et al. · Lecture notes in computer science · 268

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Augmenting Knowledge Tracing by Considering Forgetting Behavior

2019 · Koki Nagatani, Qian Zhang, et al. · 260

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

2022 · Xiangyu Song, Jianxin Li, et al. · Knowledge-Based Systems · 251

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A Survey of Knowledge Tracing: Models, Variants, and Applications

2024 · Shuanghong Shen, Qi Liu, et al. · IEEE Transactions on Learning Technologies · 248

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Knowledge Tracing with Sequential Key-Value Memory Networks

2019 · Ghodai Abdelrahman, Qing Wang · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 248

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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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RKT: Relation-Aware Self-Attention for Knowledge Tracing

2020 · Shalini Pandey, Jaideep Srivastava · Proceedings of the ... ACM International Conference on Information & Knowledge Management · 215

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JKT: A joint graph convolutional network based Deep Knowledge Tracing

2021 · Xiangyu Song, Jianxin Li, et al. · Information Sciences · 211

Learning Process-consistent Knowledge Tracing

2021 · Shuanghong Shen, Qi Liu, et al. · 191

KT-IDEM: Introducing Item Difficulty to the Knowledge Tracing Model

2011 · Zachary A. Pardos, Neil T. Heffernan · Lecture notes in computer science · 188

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

2019 · Jill-Jenn Vie, Hisashi Kashima · Proceedings of the AAAI Conference on Artificial Intelligence · 186

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Works count: 1,953

Citation count: 24,650