Title
Assessing the Performance of Online Students -- New Data, New Approaches, Improved Accuracy Robin Schmucker Jingbo Wang Shijia Hu Tom Mitchell 102 12 0 04 Sep 2021
PEEK: A Large Dataset of Learner Engagement with Educational Videos Sahan Bulathwela Maria Perez-Ortiz Erik Novak Emine Yilmaz John Shawe-Taylor 106 11 0 03 Sep 2021
Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing Ghodai M. Abdelrahman Qing Wang KELM AI4Ed 106 49 0 18 Aug 2021
BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing Aritra Ghosh Andrew Lan 102 35 0 17 Aug 2021
Multi-Factors Aware Dual-Attentional Knowledge Tracing Moyu Zhang Xinning Zhu Chunhong Zhang Yang Ji Feng Pan Changchuan Yin AI4Ed 70 48 0 10 Aug 2021
RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions Yoshiki Kubotani Yoshihiro Fukuhara Shigeo Morishima 36 6 0 31 Jul 2021
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction Byungsoo Kim Hangyeol Yu Dongmin Shin Youngduck Choi 19 1 0 28 Jun 2021
A Survey of Knowledge Tracing: Models, Variants, and Applications Shuanghong Shen Qi Liu Zhenya Huang Yonghe Zheng Minghao Yin Minjuan Wang Enhong Chen KELM AI4Ed 78 42 0 06 May 2021
Consistency and Monotonicity Regularization for Neural Knowledge Tracing Seewoo Lee Youngduck Choi Juneyoung Park Byungsoo Kim Jinwoo Shin 58 4 0 03 May 2021
LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences Yuhao Zhou Xihua Li Yunbo Cao Xuemin Zhao Qing Ye Jiancheng Lv AI4Ed 51 9 0 21 Apr 2021
Option Tracing: Beyond Correctness Analysis in Knowledge Tracing Aritra Ghosh Jay Raspat Andrew Lan 68 18 0 19 Apr 2021
Last Query Transformer RNN for knowledge tracing SeungKee Jeon RALM 52 8 0 10 Feb 2021
Riiid! Answer Correctness Prediction Kaggle Challenge: 4th Place Solution Summary Duc Kinh Le Tran 27 6 0 03 Feb 2021
MUSE: Multi-Scale Temporal Features Evolution for Knowledge Tracing Chengwei Zhang Yangzhou Jiang Wei Zhang Chengyu Gu 54 5 0 30 Jan 2021
LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing Takashi Oya Shigeo Morishima RALM 34 9 0 28 Jan 2021
On the Interpretability of Deep Learning Based Models for Knowledge Tracing Xinyi Ding Eric C. Larson 36 8 0 27 Jan 2021
Do we need to go Deep? Knowledge Tracing with Big Data V. Mandalapu Jiaqi Gong L. Chen AI4Ed HAI 40 9 0 20 Jan 2021
An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset Shalini Pandey George Karypis Jaideep Srivastava AI4Ed HAI 19 4 0 16 Jan 2021
Improving Knowledge Tracing via Pre-training Question Embeddings Yunfei Liu Yang Yang Xianyu Chen Jian Shen Haifeng Zhang Yong Yu AI4Ed 71 120 0 09 Dec 2020
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction Dongmin Shin Yugeun Shim Hangyeol Yu Seewoo Lee Byungsoo Kim Youngduck Choi 110 150 0 19 Oct 2020
GIKT: A Graph-based Interaction Model for Knowledge Tracing Yang Yang Jian Shen Yanru Qu Yunfei Liu Kerong Wang Yaoming Zhu Weinan Zhang Yong Yu AI4Ed 49 137 0 13 Sep 2020
Prescribing Deep Attentive Score Prediction Attracts Improved Student Engagement Youngnam Lee Byungsoo Kim Dongmin Shin JungHoon Kim Jineon Baek Jinhwan Lee Youngduck Choi 21 3 0 27 Apr 2020
Personalization in Human-AI Teams: Improving the Compatibility-Accuracy Tradeoff Jonathan Martinez Y. Gal Ece Kamar Levi H. S. Lelis HAI 22 4 0 05 Apr 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 84 212 0 14 Feb 2020
Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment Youngnam Lee Dongmin Shin Hyunbin Loh Jaemin Lee Piljae Chae ... Seoyon Park Jinhwan Lee Jineon Baek Byungsoo Kim Youngduck Choi 49 15 0 14 Feb 2020
Assessment Modeling: Fundamental Pre-training Tasks for Interactive Educational Systems Youngduck Choi Youngnam Lee Junghyun Cho Jineon Baek Dongmin Shin ... Seewoo Lee Youngmin Cha Chan Bae Byungsoo Kim Jaewe Heo AI4Ed 31 14 0 01 Jan 2020