Knowledge Tracing for Complex Problem Solving: Granular Rank-Based
Tensor Factorization

Knowledge Tracing for Complex Problem Solving: Granular Rank-Based Tensor Factorization

6 October 2022

Shaghayegh Sherry Sahebi

Peter Brusilovsky

Laura O. Moraes

Papers citing "Knowledge Tracing for Complex Problem Solving: Granular Rank-Based Tensor Factorization"

9 / 9 papers shown

Title
Generative Data Imputation for Sparse Learner Performance Data Using Generative Adversarial Imputation Networks Liang Zhang Jionghao Lin John Sabatini Diego Zapata-Rivera Carol Forsyth Yang Jiang John Hollander Xiangen Hu Arthur C. Graesser 81 0 0 23 Mar 2025
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 98 378 0 24 Jul 2020
Modeling Knowledge Acquisition from Multiple Learning Resource Types Siqian Zhao Chunpai Wang Shaghayegh Sherry Sahebi AI4Ed 10 23 0 23 Jun 2020
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing Youngduck Choi Youngnam Lee Junghyun Cho Jineon Baek Byungsoo Kim Yeongmin Cha Dongmin Shin Chan Bae Jaewe Heo 35 200 0 14 Feb 2020
Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization Chun-Kit Yeung Dit-Yan Yeung AI4Ed 55 256 0 06 Jun 2018
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 56 615 0 24 Nov 2016
Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation Kevin H. Wilson Yan Karklin B. Han Chaitanya Ekanadham 117 115 0 08 Apr 2016
Deep Knowledge Tracing Chris Piech J. Bassen Jonathan Huang Surya Ganguli Mehran Sahami Leonidas Guibas Jascha Narain Sohl-Dickstein AI4Ed HAI 94 1,148 0 19 Jun 2015
Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics Andrew Lan Christoph Studer Andrew E. Waters Richard G. Baraniuk 52 161 0 18 Dec 2014