Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network

Author:

Li Haotian1,Wei Huan1,Wang Yong1,Song Yangqiu1,Qu Huamin1

Affiliation:

1. The Hong Kong University of Science and Technology, Hong Kong, Hong Kong

Funder

Innovation and Technology Fund

Publisher

ACM

Reference24 articles.

1. Penghe Chen Yu Lu Vincent W. Zheng and Yang Pian. 2018. Prerequisite-Driven Deep Knowledge Tracing. In ICDM. 39--48. Penghe Chen Yu Lu Vincent W. Zheng and Yang Pian. 2018. Prerequisite-Driven Deep Knowledge Tracing. In ICDM. 39--48.

2. Heng-Tze Cheng Levent Koc Jeremiah Harmsen Tal Shaked Tushar Chandra Hrishi Aradhye Glen Anderson Greg Corrado Wei Chai Mustafa Ispir Rohan Anil Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu and Hemal Shah. 2016. Wide & Deep Learning for Recommender Systems. In DLRS@RecSys. 7--10. Heng-Tze Cheng Levent Koc Jeremiah Harmsen Tal Shaked Tushar Chandra Hrishi Aradhye Glen Anderson Greg Corrado Wei Chai Mustafa Ispir Rohan Anil Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu and Hemal Shah. 2016. Wide & Deep Learning for Recommender Systems. In DLRS@RecSys. 7--10.

3. Ali Daud Naif Radi Aljohani Rabeeh Ayaz Abbasi Miltiadis D. Lytras Farhat Abbas and Jalal S. Alowibdi. 2017. Predicting Student Performance using Advanced Learning Analytics. In WWW. 415--421. Ali Daud Naif Radi Aljohani Rabeeh Ayaz Abbasi Miltiadis D. Lytras Farhat Abbas and Jalal S. Alowibdi. 2017. Predicting Student Performance using Advanced Learning Analytics. In WWW. 415--421.

4. Nima Dehmamy Albert-László Barabási and Rose Yu. 2019. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. In NeurIPS. 15387--15397. Nima Dehmamy Albert-László Barabási and Rose Yu. 2019. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. In NeurIPS. 15387--15397.

5. Justin Gilmer Samuel S. Schoenholz Patrick F. Riley Oriol Vinyals and George E. Dahl. 2017. Neural Message Passing for Quantum Chemistry. In ICML. 1263--1272. Justin Gilmer Samuel S. Schoenholz Patrick F. Riley Oriol Vinyals and George E. Dahl. 2017. Neural Message Passing for Quantum Chemistry. In ICML. 1263--1272.

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