conftrace_

educational data mining

32 papers

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Also known as

EDM

Co-occurring keywords

knowledge tracing (66) student modeling (38) cognitive diagnosis (26) student performance prediction (16) knowledge concept (13) student proficiency (6) student performance (13) attention mechanism (4001) educational datum (17) neural network (6616)

Papers

A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems IJCAI 2025
AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts 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
Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025
Scalable Early Childhood Reading Performance Prediction NIPS 2024
Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method IJCAI 2024
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
Disentangling Cognitive Diagnosis with Limited Exercise Labels NIPS 2023
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ACL 2023
Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract) AAAI 2023
Deep Attentive Model for Knowledge Tracing AAAI 2023
Measuring Students’ Engagement with Digital Interactive Textbooks by Analyzing Clickstream Data AAAI 2022
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models NIPS 2022
Predictive Student Modelling in an Online Reading Platform AAAI 2022
College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 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
Modeling language learning using specialized Elo rating ACL 2019
An Intelligent Testing Strategy for Vocabulary Assessment of Chinese Second Language Learners ACL 2019
Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian ACL 2019