Chenglu Li

Orcid: 0000-0002-1782-0457

According to our database1, Chenglu Li authored at least 35 papers between 2020 and 2025.

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Bibliography

2025
Weight consistency and cluster diversity based concept factorization for multi-view clustering.
Digit. Signal Process., 2025

2024
Investigating the relationship between math literacy and linguistic synchrony in online mathematical discussions through large-scale data analytics.
Br. J. Educ. Technol., September, 2024

Using fair AI to predict students' math learning outcomes in an online platform.
Interact. Learn. Environ., March, 2024

Elementary School Students' and Teachers' Perceptions Towards Creative Mathematical Writing with Generative AI.
CoRR, 2024

Students' Perceived Roles, Opportunities, and Challenges of a Generative AI-powered Teachable Agent: A Case of Middle School Math Class.
CoRR, 2024

Interplay Among Students' Technical, Social, and Content-Related Participation Patterns in an Online Mathematical Discussion Board.
Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

Roles of Joining Time, Technology Use, and Social Interaction in Sustaining Student Participation in an Online Mathematics Discussion Board.
Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

Positive Affective Feedback Mechanisms in an Online Mathematics Learning Platform.
Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

Automated Quality Assessment of Multimodal Mathematical Stories Generated by Generative Artificial Intelligence.
Proceedings of the Eleventh ACM Conference on Learning @ Scale, 2024

A Fair Clustering Approach to Self-Regulated Learning Behaviors in a Virtual Learning Environment.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Analyzing Student Attention and Acceptance of Conversational AI for Math Learning: Insights from a Randomized Controlled Trial.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Automated Feedback for Student Math Responses Based on Multi-Modality and Fine-Tuning.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Explainable Analysis of AI-Generated Responses in Online Learning Discussions.
Proceedings of the Joint Proceedings of the Human-Centric eXplainable AI in Education and the Leveraging Large Language Models for Next Generation Educational Technologies Workshops (HEXED-L3MNGET 2024) co-located with 17th International Conference on Educational Data Mining (EDM 2024), 2024

Fair Prediction of Students' Summative Performance Changes Using Online Learning Behavior Data.
Proceedings of the 17th International Conference on Educational Data Mining, 2024

Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference.
Proceedings of the 17th International Conference on Educational Data Mining, 2024

Leveraging Large Language Models for Next-Generation Educational Technologies.
Proceedings of the 17th International Conference on Educational Data Mining, 2024

2023
Robust multi-view non-negative matrix factorization with adaptive graph and diversity constraints.
Inf. Sci., July, 2023

Mining big data to help make informed decisions for designing effective digital educational games.
Interact. Learn. Environ., July, 2023

Teaching thermodynamics with augmented interaction and learning analytics.
Comput. Educ., April, 2023

Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference.
CoRR, 2023

Predicting Students' Algebra I Performance using Reinforcement Learning with Multi-Group Fairness.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Are We on the Same Page? Modeling Linguistic Synchrony and Math Literacy in Mathematical Discussions.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

M-flow: a Flow-based Music Creation Platform Improves Underrepresented Children's Attitudes toward Computer Programming.
Proceedings of the 22nd Annual ACM Interaction Design and Children Conference, 2023

2022
Engaging Students in Distance Learning of Science With Remote Labs 2.0.
IEEE Trans. Learn. Technol., 2022

Building socially responsible conversational agents using big data to support online learning: A case with Algebra Nation.
Br. J. Educ. Technol., 2022

Revealing Factors Influencing Students' Perceived Fairness: A Case with a Predictive System for Math Learning.
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

Do Gender and Race Matter? Supporting Help-Seeking with Fair Peer Recommenders in an Online Algebra Learning Platform.
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

2021
Enhancing distance learning of science - Impacts of remote labs 2.0 on students' behavioural and cognitive engagement.
J. Comput. Assist. Learn., 2021

Exploring the relationship between social presence and learners' prestige in MOOC discussion forums using automated content analysis and social network analysis.
Comput. Hum. Behav., 2021

Natural Language Generation Using Deep Learning to Support MOOC Learners.
Int. J. Artif. Intell. Educ., 2021

Yet Another Predictive Model? Fair Predictions of Students' Learning Outcomes in an Online Math Learning Platform.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Using Fair AI with Debiased Network Embeddings to Support Help Seeking in an Online Math Learning Platform.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020
What do participants think of today's MOOCs: an updated look at the benefits and challenges of MOOCs designed for working professionals.
J. Comput. High. Educ., 2020

Learning Analytics Dashboard for Problem-based Learning.
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Does Social Presence Play a Role in Learners' Positions in MOOC Learner Network? A Machine Learning Approach to Analyze Social Presence in Discussion Forums.
Proceedings of the Advances in Quantitative Ethnography - Second International Conference, 2020


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