Sannyuya Liu

According to our database, Sannyuya Liu authored at least 61 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploratory study of an AI-supported discussion representational tool for online collaborative learning in a Chinese university.

Xi Kong, Zhi Liu, Changsheng Chen, Sannyuya Liu, Zhenguo Xu, Qianhui Tang

Internet High. Educ., 2025

An explainable graph-based course recommendation model based on multiple interest factors.

Yajing Yang, Xicheng Peng, Mao Chen, Sannyuya Liu

Expert Syst. Appl., 2025

2024

Emotion-Semantic-Aware Dual Contrastive Learning for Epistemic Emotion Identification of Learner-Generated Reviews in MOOCs.

Zhi Liu, Chaodong Wen, Zhu Su, Sannyuya Liu, Jianwen Sun, Weizheng Kong, Zongkai Yang

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Exploring the effect of stress arousal on the positive emotional design of multimedia learning.

Xian Peng, Yanyan Jin, Jianwen Sun, Liang Zhao, Sannyuya Liu, Rui Li

Educ. Inf. Technol., October, 2024

A Genetic Causal Explainer for Deep Knowledge Tracing.

Qing Li, Xin Yuan, Sannyuya Liu, Lu Gao, Tianyu Wei, Xiaoxuan Shen, Jianwen Sun

IEEE Trans. Evol. Comput., August, 2024

Deep adversarial group recommendation with user feature space separation.

Jianwen Sun, Shangheng Du, Ruxia Liang, Xiaoxuan Shen, Qing Li, Sannyuya Liu, Zongkai Yang

User Model. User Adapt. Interact., July, 2024

Autobalanced Multitask Node Embedding Framework for Intelligent Education.

Xiaoxuan Shen, Jianwei Yu, Ruxia Liang, Qing Li, Shengyingjie Liu, Shangheng Du, Jianwen Sun, Sannyuya Liu

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Automated Generation of Geometry Proof Problems Based on Point Geometry Identity.

Lei Li, Zongkai Yang, Mao Chen, Xicheng Peng, Jianwen Sun, Zhonghua Yan, Sannyuya Liu

J. Autom. Reason., June, 2024

Automated discovery of symbolic laws governing skill acquisition from naturally occurring data.

Sannyuya Liu, Qing Li, Xiaoxuan Shen, Jianwen Sun, Zongkai Yang

Nat. Comput. Sci., May, 2024

SegRewardGraph: unsupervised teaching video story segmentation method based on subtitle length-rewarding strategy and semantic relatedness graphs.

Zhi Liu, Hao Chen, Xi Kong, Chaodong Wen, Jia Chen, Sannyuya Liu, Zongkai Yang

Multim. Tools Appl., May, 2024

Heterogeneous Evolution Network Embedding with Temporal Extension for Intelligent Tutoring Systems.

Sannyuya Liu, Shengyingjie Liu, Zongkai Yang, Jianwen Sun, Xiaoxuan Shen, Qing Li, Rui Zou, Shangheng Du

ACM Trans. Inf. Syst., March, 2024

Weighted Heterogeneous Graph-Based Three-View Contrastive Learning for Knowledge Tracing in Personalized e-Learning Systems.

Jianwen Sun, Shangheng Du, Zhi Liu, Fenghua Yu, Sannyuya Liu, Xiaoxuan Shen

IEEE Trans. Consumer Electron., February, 2024

Hyperbolic embedding of discrete evolution graphs for intelligent tutoring systems.

Shengyingjie Liu, Zongkai Yang, Sannyuya Liu, Ruxia Liang, Jianwen Sun, Qing Li, Xiaoxuan Shen

Expert Syst. Appl., 2024

CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification.

Qianru Han, Xinwei He, Zhi Liu, Sannyuya Liu, Ying Zhang, Jinhai Xiang

CoRR, 2024

COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation.

Sannyuya Liu, Jintian Feng, Zongkai Yang, Yawei Luo, Qian Wan, Xiaoxuan Shen, Jianwen Sun

CoRR, 2024

Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification.

Shiqi Liu, Sannyuya Liu, Lele Sha, Zijie Zeng, Dragan Gasevic, Zhi Liu

CoRR, 2024

Towards Detecting AI-Generated Text within Human-AI Collaborative Hybrid Texts.

Zijie Zeng, Shiqi Liu, Lele Sha, Zhuang Li, Kaixun Yang, Sannyuya Liu, Dragan Gasevic, Guanliang Chen

CoRR, 2024

Profiling students' learning engagement in MOOC discussions to identify learning achievement: An automated configurational approach.

Zhi Liu, Qianhui Tang, Fan Ouyang, Taotao Long, Sannyuya Liu

Comput. Educ., 2024

Interpretable Knowledge Tracing with Multiscale State Representation.

Jianwen Sun, Fenghua Yu, Qian Wan, Qing Li, Sannyuya Liu, Xiaoxuan Shen

Proceedings of the ACM on Web Conference 2024, 2024

Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights.

Zijie Zeng, Shiqi Liu, Lele Sha, Zhuang Li, Kaixun Yang, Sannyuya Liu, Dragan Gasevic, Guangliang Chen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Evaluating the Design Features of an Intelligent Tutoring System for Advanced Mathematics Learning.

Ying Fang, Bo He, Zhi Liu, Sannyuya Liu, Zhonghua Yan, Jianwen Sun

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance.

Rui Zou, Sannyuya Liu, Yawei Luo, Yaqi Liu, Jintian Feng, Mengqi Wei, Jianwen Sun

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Exploring the relationships between students' network characteristics, discussion topics and learning outcomes in a course discussion forum.

Sannyuya Liu, Lingyun Kang, Zhi Liu, Liang Zhao, Zongkai Yang, Zhu Su

J. Comput. High. Educ., December, 2023

Self-evident Automated Geometric Theorem Proving Based on Complex Number Identity.

Xicheng Peng, Jingzhong Zhang, Mao Chen, Sannyuya Liu

J. Autom. Reason., December, 2023

Modeling temporal cognitive topic to uncover learners' concerns under different cognitive engagement patterns.

Zhi Liu, Rui Mu, Zongkai Yang, Xian Peng, Sannyuya Liu, Jia Chen

Interact. Learn. Environ., December, 2023

PQSCT: Pseudo-Siamese BERT for Concept Tagging With Both Questions and Solutions.

Tao Huang, Shengze Hu, Huali Yang, Jing Geng, Sannyuya Liu, Hao Zhang, Zongkai Yang

IEEE Trans. Learn. Technol., October, 2023

Document-level relation extraction with hierarchical dependency tree and bridge path.

Qian Wan, Shangheng Du, Yaqi Liu, Jing Fang, Luona Wei, Sannyuya Liu

Knowl. Based Syst., October, 2023

Task-driven cleaning and pruning of noisy knowledge graph.

Chao Wu, Zeyu Zeng, Yajing Yang, Mao Chen, Xicheng Peng, Sannyuya Liu

Inf. Sci., October, 2023

MOOC-BERT: Automatically Identifying Learner Cognitive Presence From MOOC Discussion Data.

Zhi Liu, Xi Kong, Hao Chen, Sannyuya Liu, Zongkai Yang

IEEE Trans. Learn. Technol., August, 2023

Computer-supported collaborative concept mapping: the impact of students' perceptions of collaboration on their knowledge understanding and behavioral patterns.

Sannyuya Liu, Lingyun Kang, Zhi Liu, Jing Fang, Zongkai Yang, Jianwen Sun, Meiyi Wang, Mengwei Hu

Interact. Learn. Environ., August, 2023

Image co-segmentation based on pyramid features cross-correlation network.

Jia Chen, Yasong Chen, Weihao Li, Zhi Liu, Sannyuya Liu, Zongkai Yang

Sci. China Inf. Sci., January, 2023

Separated Graph Neural Networks for Recommendation Systems.

Jianwen Sun, Lu Gao, Xiaoxuan Shen, Sannyuya Liu, Ruxia Liang, Shangheng Du, Shengyingjie Liu

IEEE Trans. Ind. Informatics, 2023

Dual-feature-embeddings-based semi-supervised learning for cognitive engagement classification in online course discussions.

Zhi Liu, Weizheng Kong, Xian Peng, Zongkai Yang, Sannyuya Liu, Shiqi Liu, Chaodong Wen

Knowl. Based Syst., 2023

Adversarial Bootstrapped Question Representation Learning for Knowledge Tracing.

Jianwen Sun, Fenghua Yu, Sannyuya Liu, Yawei Luo, Ruxia Liang, Xiaoxuan Shen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Knowledge graph-based multi-context-aware recommendation algorithm.

Chao Wu, Sannyuya Liu, Zeyu Zeng, Mao Chen, Adi Alhudhaif, Xiangyang Tang, Fayadh Alenezi, Norah Alnaim, Xicheng Peng

Inf. Sci., 2022

Ability boosted knowledge tracing.

Sannyuya Liu, Jianwei Yu, Qing Li, Ruxia Liang, Yunhan Zhang, Xiaoxuan Shen, Jianwen Sun

Inf. Sci., 2022

Ensemble Knowledge Tracing: Modeling interactions in learning process.

Jianwen Sun, Rui Zou, Ruxia Liang, Lu Gao, Sannyuya Liu, Qing Li, Kai Zhang, Lulu Jiang

Expert Syst. Appl., 2022

Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners' cognitive presence and learning achievements.

Zhi Liu, Xi Kong, Sannyuya Liu, Zongkai Yang, Cuishuang Zhang

Educ. Inf. Technol., 2022

Automated detection of emotional and cognitive engagement in MOOC discussions to predict learning achievement.

Sannyuya Liu, Shiqi Liu, Zhi Liu, Xian Peng, Zongkai Yang

Comput. Educ., 2022

Learners' interaction patterns in asynchronous online discussions: An integration of the social and cognitive interactions.

Sannyuya Liu, Tianhui Hu, Huanyou Chai, Zhu Su, Xian Peng

Br. J. Educ. Technol., 2022

2021

Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System.

Xiaoxuan Shen, Baolin Yi, Hai Liu, Wei Zhang, Zhaoli Zhang, Sannyuya Liu, Naixue Xiong

IEEE Trans. Knowl. Data Eng., 2021

A Hierarchical Memory Network for Knowledge Tracing.

Sannyuya Liu, Rui Zou, Jianwen Sun, Kai Zhang, Lulu Jiang, Dongbo Zhou, Jing Yang

Expert Syst. Appl., 2021

Research on student behavior characters from the campus big data.

Zhu Su, Wenxiang Ke, Yue Li, Sannyuya Liu

Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Modeling Temporal Association of Cognition-Topic in MOOC Discussion to Track Learners' Cognitive Engagement Dynamics.

Zhi Liu, Rui Mu, Shiqi Liu, Xian Peng, Sannyuya Liu

Proceedings of the L@S'21: Eighth ACM Conference on Learning @ Scale, 2021

2020

Flexible FTIR Spectral Imaging Enhancement for Industrial Robot Infrared Vision Sensing.

Tingting Liu, Hai Liu, Youfu Li, Zengzhao Chen, Zhaoli Zhang, Sannyuya Liu

IEEE Trans. Ind. Informatics, 2020

Evolution features and behavior characters of friendship networks on campus life.

Zongkai Yang, Zhu Su, Sannyuya Liu, Zhi Liu, Wenxiang Ke, Liang Zhao

Expert Syst. Appl., 2020

Design and the technology acceptance model analysis of instructional mapping.

Zhicheng Dai, Mengting Wang, Sannyuya Liu, Liqiong Tang

Comput. Appl. Eng. Educ., 2020

Investigating the Relationship among Students' Interest, Flow and Their Learning Outcomes in a Blended Learning Asynchronous Forum.

Shanyu Tan, Zhi Liu, Shiqi Liu, Zhu Su, Huanyou Chai, Sannyuya Liu

Proceedings of the 12th International Conference on Computer Supported Education, 2020

Investigating the Relationship between Learners' Cognitive Participation and Learning Outcome in Asynchronous Online Discussion Forums.

Zhi Liu, Shiqi Liu, Cuishuang Zhang, Zhu Su, Tianhui Hu, Sannyuya Liu

Proceedings of the 12th International Conference on Computer Supported Education, 2020

Investigating the Differences of Student Interactions between Behavior- and Content-based Networks in Online Discussions.

Tianhui Hu, Huanyou Chai, Sannyuya Liu, Qian Zhang, Guanxian Yi, Zhi Liu, Zhu Su

Proceedings of the 12th International Conference on Computer Supported Education, 2020

2019

Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System.

Baolin Yi, Xiaoxuan Shen, Hai Liu, Zhaoli Zhang, Wei Zhang, Sannyuya Liu, Naixue Xiong

IEEE Trans. Ind. Informatics, 2019

Temporal emotion-aspect modeling for discovering what students are concerned about in online course forums.

Zhi Liu, Chongyang Yang, Sylvio Rüdian, Sannyuya Liu, Liang Zhao, Tai Wang

Interact. Learn. Environ., 2019

Non-Bayesian Social Learning With Imperfect Private Signal Structure.

Sannyuya Liu, Zhonghua Yan, Xiufeng Cheng, Liang Zhao

IEEE Access, 2019

DISR: Deep Infrared Spectral Restoration Algorithm for Robot Sensing and Intelligent Visual Tracking Systems.

Hai Liu, Youfu Li, Dan Su, Zhaoli Zhang, Sannyuya Liu, Tingting Liu

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Effects of Proactive Personality and Social Centrality on Learning Performance in SPOCs.

Sannyuya Liu, Huanyou Chai, Zhi Liu, Niels Pinkwart, Xue Han, Tianhui Hu

Proceedings of the 11th International Conference on Computer Supported Education, 2019

2018

Investigating Relationship Between Discourse Behavioral Patterns and Academic Achievements of Students in SPOC Discussion Forum.

Zhi Liu, Wenjing Zhang, Hercy N. H. Cheng, Jianwen Sun, Sannyuya Liu

Int. J. Distance Educ. Technol., 2018

An Emotion Oriented Topic Modeling Approach to Discover What Students are Concerned about in Course Forums.

Zhi Liu, Tai Wang, Niels Pinkwart, Sannyuya Liu, Lingyun Kang

Proceedings of the 18th IEEE International Conference on Advanced Learning Technologies, 2018

Social Network Characteristics of Learners in a Course Forum and Their Relationship to Learning Outcomes.

Zhi Liu, Lingyun Kang, Monika Domanska, Sannyuya Liu, Jianwen Sun, Changli Fang

Proceedings of the 10th International Conference on Computer Supported Education, 2018

2017

Integrating Clustering and Sequential Analysis to Explore Students' Behaviors in an Online Chinese Reading Assessment System.

Liansheng Jia, Hercy N. H. Cheng, Sannyuya Liu, Wang-Chen Chang, Yangjun Chen, Jianwen Sun

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Evaluating Children's Composition Based on Chinese Linguistic Features with Machine Learning.

Yangjun Chen, Calvin C. Y. Liao, Sannyuya Liu, Hercy N. H. Cheng, Liansheng Jia, Jianwen Sun

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

A map-based visual analysis method for patterns discovery of mobile learning in education with big data.

Dongbo Zhou, Hao Li, Sannyuya Liu, Bo Song, Xiaohua Tony Hu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017