<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>In this paper, firstly, the complementary grouping method is realized through the complementary grouping of cooperative shared learning supported by cognitive diagnosis, the knowledge relationship dependency graph construction, expected response pattern construction, and dynamic stratification process, and then the complementary grouping method is realized. Then, a cognitive mapping embedded resource sharing platform based on memory network and graph attention is proposed, including test factors based on graph attention and student factors based on memory network. The results show that in the FrcSub dataset DINA model deviates from the other two models in the 1st, 3rd, 8th, 12th, and 14th question prediction effects, and the overall question prediction performance is stable with a deviation of ±0.05. The cognitive mapping embedded resource sharing platform is efficient and feasible and also provides a new way of thinking for the development of macro education in universities.</p>
</abstract>

In this paper, firstly, the complementary grouping method is realized through the complementary grouping of cooperative shared learning supported by cognitive diagnosis, the knowledge relationship dependency graph construction, expected response pattern construction, and dynamic stratification process, and then the complementary grouping method is realized. Then, a cognitive mapping embedded resource sharing platform based on memory network and graph attention is proposed, including test factors based on graph attention and student factors based on memory network. The results show that in the FrcSub dataset DINA model deviates from the other two models in the 1st, 3rd, 8th, 12th, and 14th question prediction effects, and the overall question prediction performance is stable with a deviation of ±0.05. The cognitive mapping embedded resource sharing platform is efficient and feasible and also provides a new way of thinking for the development of macro education in universities.

A resource sharing platform based on the construction of cognitive mapping to promote the development of macro education in universities

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

In this paper, firstly, the complementary grouping method is realized through the complementary grouping of cooperative shared learning supported by cognitive...

A resource sharing platform based on the construction of cognitive mapping to promote the development of macro education in universities

Published Online: Oct 17, 2023

Page range: -

Received: Oct 29, 2022

Accepted: Apr 27, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00676

Keywords
Cognitive diagnosis, Collaborative shared learning, Memory networks, Graph attention, Cognitive mapping

© 2023 Haili Cao, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

A resource sharing platform based on the construction of cognitive mapping to promote the development of macro education in universities

Published Online: Oct 17, 2023

Page range: -

Received: Oct 29, 2022

Accepted: Apr 27, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00676

KeywordsCognitive diagnosis, Collaborative shared learning, Memory networks, Graph attention, Cognitive mapping

© 2023 Haili Cao, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Cognitive diagnosis, Collaborative shared learning, Memory networks, Graph attention, Cognitive mapping