Improving the performance and explainability of knowledge tracing via Markov blanket-Reference-Cited by-同舟云学术

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Improving the performance and explainability of knowledge tracing via Markov blanket

Published:2024-05 Issue:3 Volume:61 Page:103620
ISSN:0306-4573
Container-title:Information Processing & Management
language:en
Short-container-title:Information Processing & Management

Author:

Jiang Bo^ORCID,Wei Yuang^ORCID,Zhang Ting,Zhang Wei

Funder

Natural Science Foundation of Shanghai Municipality

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference58 articles.

1. Knowledge tracing with sequential key-value memory networks;Abdelrahman;ACM Computing Surveys,2019

2. Knowledge tracing: A survey;Abdelrahman;ACM Computing Surveys,2023

3. HITON: a novel Markov Blanket algorithm for optimal variable selection;Aliferis,2003

4. Cognitive modeling and intelligent tutoring;Anderson;Artificial Intelligence,1990

5. How to evaluate the effectiveness of adaptive learning systems——Based on the causal structure analysis framework;Bo;Modern Distance Education Research,2023

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1. Educational Practices and Algorithmic Framework for Promoting Sustainable Development in Education by Identifying Real-World Learning Paths;Sustainability;2024-08-10

2. Research on Knowledge Tracing-Based Classroom Network Characteristic Learning Engagement and Temporal-Spatial Feature Fusion;Electronics;2024-04-11

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