Shuanghong Shen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 19

Top Topics

Knowledge Extraction

Question Answering

Student Progress

Learning Process

Top Venues

Expert Syst. Appl.

Publications

Xinjie Sun, Kai Zhang, Shuanghong Shen, Fei Wang, Yuxiang Guo, Qi Liu
Target hierarchy-guided knowledge tracing : Fine-grained knowledge state modeling. Expert Syst. Appl. 251 (2024)
Hongyu Yang, Liyang He, Min Hou, Shuanghong Shen, Rui Li, Jiahui Hou, Jianhui Ma, Junda Zhao
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering. CoRR (2024)
Yu Su, Xuejie Yang, Junyu Lu, Yu Liu, Ze Han, Shuanghong Shen, Zhenya Huang, Qi Liu
Multi-task Information Enhancement Recommendation model for educational Self-Directed Learning System. Expert Syst. Appl. 252 (2024)
Yu Su, Shuanghong Shen, Linbo Zhu, Le Wu, Zhenya Huang, Zeyu Cheng, Qi Liu, Shijin Wang
Global and local neural cognitive modeling for student performance prediction. Expert Syst. Appl. 237 (Part C) (2024)
Yu Su, Ze Han, Shuanghong Shen, Xuejie Yang, Zhenya Huang, Jinze Wu, Huawei Zhou, Qi Liu
Constructing a Confidence-guided Multigraph Model for cognitive diagnosis in personalized learning. Expert Syst. Appl. 252 (2024)
Shuanghong Shen, Qi Liu, Zhenya Huang, Yonghe Zheng, Minghao Yin, Minjuan Wang, Enhong Chen
A Survey of Knowledge Tracing: Models, Variants, and Applications. IEEE Trans. Learn. Technol. 17 (2024)
Haotian Zhang, Shuanghong Shen, Bihan Xu, Zhenya Huang, Jinze Wu, Jing Sha, Shijin Wang
Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective. KDD (2024)
Zhi Cao, Enhong Chen, Ye Huang, Shuanghong Shen, Zhenya Huang
Learning from Crowds with Annotation Reliability. SIGIR (2023)
Shuanghong Shen, Enhong Chen, Bihan Xu, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su
Quiz-based Knowledge Tracing. CoRR (2023)
Bihan Xu, Zhenya Huang, Jiayu Liu, Shuanghong Shen, Qi Liu, Enhong Chen, Jinze Wu, Shijin Wang
Learning Behavior-oriented Knowledge Tracing. KDD (2023)
Shuanghong Shen, Enhong Chen, Qi Liu, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang
Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yu Yin, Le Dai, Zhenya Huang, Shuanghong Shen, Fei Wang, Qi Liu, Enhong Chen, Xin Li
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer. WWW (2023)
Ruixin Li, Yu Yin, Le Dai, Shuanghong Shen, Xin Lin, Yu Su, Enhong Chen
PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing. SIGIR (2022)
Xiaonan Zeng, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang
Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing. ICTAI (2022)
Shuanghong Shen, Zhenya Huang, Qi Liu, Yu Su, Shijin Wang, Enhong Chen
Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect. SIGIR (2022)
Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen, Haiping Ma
Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education. AAAI (2022)
Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang
Learning Process-consistent Knowledge Tracing. KDD (2021)
Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yonghe Zheng
A Survey of Knowledge Tracing. CoRR (2021)
Shuanghong Shen, Qi Liu, Enhong Chen, Han Wu, Zhenya Huang, Weihao Zhao, Yu Su, Haiping Ma, Shijin Wang
Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process. SIGIR (2020)