Sannyuya Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 58

Top Topics

Matrix Factorization

Cognitive Engagement

Online Discussion

Automated Discovery

Top Venues

Expert Syst. Appl.

Publications

Sannyuya Liu, Jintian Feng, Zongkai Yang, Yawei Luo, Qian Wan, Xiaoxuan Shen, Jianwen Sun
COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation. CoRR (2024)
Sannyuya Liu, Qing Li, Xiaoxuan Shen, Jianwen Sun, Zongkai Yang
Automated discovery of symbolic laws governing skill acquisition from naturally occurring data. Nat. Comput. Sci. 4 (5) (2024)
Rui Zou, Sannyuya Liu, Yawei Luo, Yaqi Liu, Jintian Feng, Mengqi Wei, Jianwen Sun
Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance. AAAI (2024)
Xiaoxuan Shen, Jianwei Yu, Ruxia Liang, Qing Li, Shengyingjie Liu, Shangheng Du, Jianwen Sun, Sannyuya Liu
Autobalanced Multitask Node Embedding Framework for Intelligent Education. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Ying Fang, Bo He, Zhi Liu, Sannyuya Liu, Zhonghua Yan, Jianwen Sun
Evaluating the Design Features of an Intelligent Tutoring System for Advanced Mathematics Learning. AIED (1) (2024)
Zijie Zeng, Shiqi Liu, Lele Sha, Zhuang Li, Kaixun Yang, Sannyuya Liu, Dragan Gasevic, Guanliang Chen
Towards Detecting AI-Generated Text within Human-AI Collaborative Hybrid Texts. CoRR (2024)
Lei Li, Zongkai Yang, Mao Chen, Xicheng Peng, Jianwen Sun, Zhonghua Yan, Sannyuya Liu
Automated Generation of Geometry Proof Problems Based on Point Geometry Identity. J. Autom. Reason. 68 (2) (2024)
Shiqi Liu, Sannyuya Liu, Lele Sha, Zijie Zeng, Dragan Gasevic, Zhi Liu
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification. CoRR (2024)
Zhi Liu, Hao Chen, Xi Kong, Chaodong Wen, Jia Chen, Sannyuya Liu, Zongkai Yang
SegRewardGraph: unsupervised teaching video story segmentation method based on subtitle length-rewarding strategy and semantic relatedness graphs. Multim. Tools Appl. 83 (17) (2024)
Sannyuya Liu, Qing Li, Xiaoxuan Shen, Jianwen Sun, Zongkai Yang
Automated discovery of symbolic laws governing skill acquisition from naturally occurring data. CoRR (2024)
Shengyingjie Liu, Zongkai Yang, Sannyuya Liu, Ruxia Liang, Jianwen Sun, Qing Li, Xiaoxuan Shen
Hyperbolic embedding of discrete evolution graphs for intelligent tutoring systems. Expert Syst. Appl. 241 (2024)
Zhi Liu, Qianhui Tang, Fan Ouyang, Taotao Long, Sannyuya Liu
Profiling students' learning engagement in MOOC discussions to identify learning achievement: An automated configurational approach. Comput. Educ. 219 (2024)
Jianwen Sun, Fenghua Yu, Qian Wan, Qing Li, Sannyuya Liu, Xiaoxuan Shen
Interpretable Knowledge Tracing with Multiscale State Representation. WWW (2024)
Sannyuya Liu, Shengyingjie Liu, Zongkai Yang, Jianwen Sun, Xiaoxuan Shen, Qing Li, Rui Zou, Shangheng Du
Heterogeneous Evolution Network Embedding with Temporal Extension for Intelligent Tutoring Systems. ACM Trans. Inf. Syst. 42 (2) (2024)
Jianwen Sun, Shangheng Du, Zhi Liu, Fenghua Yu, Sannyuya Liu, Xiaoxuan Shen
Weighted Heterogeneous Graph-Based Three-View Contrastive Learning for Knowledge Tracing in Personalized e-Learning Systems. IEEE Trans. Consumer Electron. 70 (1) (2024)
Qing Li, Xin Yuan, Sannyuya Liu, Lu Gao, Tianyu Wei, Xiaoxuan Shen, Jianwen Sun
A Genetic Causal Explainer for Deep Knowledge Tracing. IEEE Trans. Evol. Comput. 28 (4) (2024)
Jianwen Sun, Shangheng Du, Ruxia Liang, Xiaoxuan Shen, Qing Li, Sannyuya Liu, Zongkai Yang
Deep adversarial group recommendation with user feature space separation. User Model. User Adapt. Interact. 34 (3) (2024)
Zhi Liu, Rui Mu, Zongkai Yang, Xian Peng, Sannyuya Liu, Jia Chen
Modeling temporal cognitive topic to uncover learners' concerns under different cognitive engagement patterns. Interact. Learn. Environ. 31 (10) (2023)
Xicheng Peng, Jingzhong Zhang, Mao Chen, Sannyuya Liu
Self-evident Automated Geometric Theorem Proving Based on Complex Number Identity. J. Autom. Reason. 67 (4) (2023)
Sannyuya Liu, Lingyun Kang, Zhi Liu, Jing Fang, Zongkai Yang, Jianwen Sun, Meiyi Wang, Mengwei Hu
Computer-supported collaborative concept mapping: the impact of students' perceptions of collaboration on their knowledge understanding and behavioral patterns. Interact. Learn. Environ. 31 (6) (2023)
Zhi Liu, Xi Kong, Hao Chen, Sannyuya Liu, Zongkai Yang
MOOC-BERT: Automatically Identifying Learner Cognitive Presence From MOOC Discussion Data. IEEE Trans. Learn. Technol. 16 (4) (2023)
Jia Chen, Yasong Chen, Weihao Li, Zhi Liu, Sannyuya Liu, Zongkai Yang
Image co-segmentation based on pyramid features cross-correlation network. Sci. China Inf. Sci. 66 (1) (2023)
Zhi Liu, Weizheng Kong, Xian Peng, Zongkai Yang, Sannyuya Liu, Shiqi Liu, Chaodong Wen
Dual-feature-embeddings-based semi-supervised learning for cognitive engagement classification in online course discussions. Knowl. Based Syst. 259 (2023)
Jianwen Sun, Lu Gao, Xiaoxuan Shen, Sannyuya Liu, Ruxia Liang, Shangheng Du, Shengyingjie Liu
Separated Graph Neural Networks for Recommendation Systems. IEEE Trans. Ind. Informatics 19 (1) (2023)
Chao Wu, Zeyu Zeng, Yajing Yang, Mao Chen, Xicheng Peng, Sannyuya Liu
Task-driven cleaning and pruning of noisy knowledge graph. Inf. Sci. 646 (2023)
Tao Huang, Shengze Hu, Huali Yang, Jing Geng, Sannyuya Liu, Hao Zhang, Zongkai Yang
PQSCT: Pseudo-Siamese BERT for Concept Tagging With Both Questions and Solutions. IEEE Trans. Learn. Technol. 16 (5) (2023)
Qian Wan, Shangheng Du, Yaqi Liu, Jing Fang, Luona Wei, Sannyuya Liu
Document-level relation extraction with hierarchical dependency tree and bridge path. Knowl. Based Syst. 278 (2023)
Sannyuya Liu, Lingyun Kang, Zhi Liu, Liang Zhao, Zongkai Yang, Zhu Su
Exploring the relationships between students' network characteristics, discussion topics and learning outcomes in a course discussion forum. J. Comput. High. Educ. 35 (3) (2023)
Jianwen Sun, Fenghua Yu, Sannyuya Liu, Yawei Luo, Ruxia Liang, Xiaoxuan Shen
Adversarial Bootstrapped Question Representation Learning for Knowledge Tracing. ACM Multimedia (2023)
Sannyuya Liu, Jianwei Yu, Qing Li, Ruxia Liang, Yunhan Zhang, Xiaoxuan Shen, Jianwen Sun
Ability boosted knowledge tracing. Inf. Sci. 596 (2022)
Jianwen Sun, Rui Zou, Ruxia Liang, Lu Gao, Sannyuya Liu, Qing Li, Kai Zhang, Lulu Jiang
Ensemble Knowledge Tracing: Modeling interactions in learning process. Expert Syst. Appl. 207 (2022)
Sannyuya Liu, Tianhui Hu, Huanyou Chai, Zhu Su, Xian Peng
Learners' interaction patterns in asynchronous online discussions: An integration of the social and cognitive interactions. Br. J. Educ. Technol. 53 (1) (2022)
Chao Wu, Sannyuya Liu, Zeyu Zeng, Mao Chen, Adi Alhudhaif, Xiangyang Tang, Fayadh Alenezi, Norah Alnaim, Xicheng Peng
Knowledge graph-based multi-context-aware recommendation algorithm. Inf. Sci. 595 (2022)
Sannyuya Liu, Shiqi Liu, Zhi Liu, Xian Peng, Zongkai Yang
Automated detection of emotional and cognitive engagement in MOOC discussions to predict learning achievement. Comput. Educ. 181 (2022)
Zhi Liu, Xi Kong, Sannyuya Liu, Zongkai Yang, Cuishuang Zhang
Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners' cognitive presence and learning achievements. Educ. Inf. Technol. 27 (6) (2022)
Xiaoxuan Shen, Baolin Yi, Hai Liu, Wei Zhang, Zhaoli Zhang, Sannyuya Liu, Naixue Xiong
Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Zhi Liu, Rui Mu, Shiqi Liu, Xian Peng, Sannyuya Liu
Modeling Temporal Association of Cognition-Topic in MOOC Discussion to Track Learners' Cognitive Engagement Dynamics. L@S (2021)
Zhu Su, Wenxiang Ke, Yue Li, Sannyuya Liu
Research on student behavior characters from the campus big data. TALE (2021)
Sannyuya Liu, Rui Zou, Jianwen Sun, Kai Zhang, Lulu Jiang, Dongbo Zhou, Jing Yang
A Hierarchical Memory Network for Knowledge Tracing. Expert Syst. Appl. 177 (2021)
Shanyu Tan, Zhi Liu, Shiqi Liu, Zhu Su, Huanyou Chai, Sannyuya Liu
Investigating the Relationship among Students' Interest, Flow and Their Learning Outcomes in a Blended Learning Asynchronous Forum. CSEDU (2) (2020)
Zongkai Yang, Zhu Su, Sannyuya Liu, Zhi Liu, Wenxiang Ke, Liang Zhao
Evolution features and behavior characters of friendship networks on campus life. Expert Syst. Appl. 158 (2020)
Zhicheng Dai, Mengting Wang, Sannyuya Liu, Liqiong Tang
Design and the technology acceptance model analysis of instructional mapping. Comput. Appl. Eng. Educ. 28 (4) (2020)
Zhi Liu, Shiqi Liu, Cuishuang Zhang, Zhu Su, Tianhui Hu, Sannyuya Liu
Investigating the Relationship between Learners' Cognitive Participation and Learning Outcome in Asynchronous Online Discussion Forums. CSEDU (2) (2020)
Zongkai Yang, Zhu Su, Sannyuya Liu, Zhi Liu, Wenxiang Ke, Liang Zhao
Evolution Features and Behavior Characters of Friendship Networks on Campus Life. CoRR (2020)
Tingting Liu, Hai Liu, Youfu Li, Zengzhao Chen, Zhaoli Zhang, Sannyuya Liu
Flexible FTIR Spectral Imaging Enhancement for Industrial Robot Infrared Vision Sensing. IEEE Trans. Ind. Informatics 16 (1) (2020)
Tianhui Hu, Huanyou Chai, Sannyuya Liu, Qian Zhang, Guanxian Yi, Zhi Liu, Zhu Su
Investigating the Differences of Student Interactions between Behavior- and Content-based Networks in Online Discussions. CSEDU (2) (2020)
Baolin Yi, Xiaoxuan Shen, Hai Liu, Zhaoli Zhang, Wei Zhang, Sannyuya Liu, Naixue Xiong
Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System. IEEE Trans. Ind. Informatics 15 (8) (2019)
Sannyuya Liu, Zhonghua Yan, Xiufeng Cheng, Liang Zhao
Non-Bayesian Social Learning With Imperfect Private Signal Structure. IEEE Access 7 (2019)
Sannyuya Liu, Zhonghua Yan, Xiufeng Cheng, Liang Zhao
Non-Bayesian Social Learning with Imperfect Private Signal Structure. CoRR (2019)
Sannyuya Liu, Huanyou Chai, Zhi Liu, Niels Pinkwart, Xue Han, Tianhui Hu
Effects of Proactive Personality and Social Centrality on Learning Performance in SPOCs. CSEDU (2) (2019)
Hai Liu, Youfu Li, Dan Su, Zhaoli Zhang, Sannyuya Liu, Tingting Liu
DISR: Deep Infrared Spectral Restoration Algorithm for Robot Sensing and Intelligent Visual Tracking Systems. IROS (2019)
Zhi Liu, Chongyang Yang, Sylvio Rüdian, Sannyuya Liu, Liang Zhao, Tai Wang
Temporal emotion-aspect modeling for discovering what students are concerned about in online course forums. Interact. Learn. Environ. 27 (5-6) (2019)
Zhi Liu, Wenjing Zhang, Hercy N. H. Cheng, Jianwen Sun, Sannyuya Liu
Investigating Relationship Between Discourse Behavioral Patterns and Academic Achievements of Students in SPOC Discussion Forum. Int. J. Distance Educ. Technol. 16 (2) (2018)
Zhi Liu, Tai Wang, Niels Pinkwart, Sannyuya Liu, Lingyun Kang
An Emotion Oriented Topic Modeling Approach to Discover What Students are Concerned about in Course Forums. ICALT (2018)
Zhi Liu, Lingyun Kang, Monika Domanska, Sannyuya Liu, Jianwen Sun, Changli Fang
Social Network Characteristics of Learners in a Course Forum and Their Relationship to Learning Outcomes. CSEDU (1) (2018)
Liansheng Jia, Hercy N. H. Cheng, Sannyuya Liu, Wang-Chen Chang, Yangjun Chen, Jianwen Sun
Integrating Clustering and Sequential Analysis to Explore Students' Behaviors in an Online Chinese Reading Assessment System. IIAI-AAI (2017)
Yangjun Chen, Calvin C. Y. Liao, Sannyuya Liu, Hercy N. H. Cheng, Liansheng Jia, Jianwen Sun
Evaluating Children's Composition Based on Chinese Linguistic Features with Machine Learning. IIAI-AAI (2017)
Dongbo Zhou, Hao Li, Sannyuya Liu, Bo Song, Xiaohua Tony Hu
A map-based visual analysis method for patterns discovery of mobile learning in education with big data. IEEE BigData (2017)