educational data mining

AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025 A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems IJCAI 2025 Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025 Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks IJCAI 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025 UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025 A Toolbox for Modelling Engagement with Educational Videos AAAI 2024 Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach AAAI 2024 Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method IJCAI 2024 Scalable Early Childhood Reading Performance Prediction NeurIPS 2024 Deep Attentive Model for Knowledge Tracing AAAI 2023 Disentangling Cognitive Diagnosis with Limited Exercise Labels NeurIPS 2023 Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract) AAAI 2023 The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ACL 2023 College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022 Measuring Students’ Engagement with Digital Interactive Textbooks by Analyzing Clickstream Data AAAI 2022 Predictive Student Modelling in an Online Reading Platform AAAI 2022 pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models NeurIPS 2022 Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data NAACL 2021 Multi-factor Memory Attentive Model for Knowledge Tracing ACML 2021 Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020 Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020 An Intelligent Testing Strategy for Vocabulary Assessment of Chinese Second Language Learners ACL 2019 A Study of Educational Data Mining: Evidence from a Thai University AAAI 2019 Concept Extraction and Prerequisite Relation Learning from Educational Data AAAI 2019