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

<p>This paper combines the text similarity calculation of co-occurring words, text similarity calculation of semantic similarity, text similarity calculation of cosine similarity, and text similarity calculation based on a language network and joins the feature fusion network to construct a multi-feature fusion text similarity calculation method, so as to realize the resource distribution of interactive teaching mode. Through the design of functional modules, database design, and framework design of the system, JavaEE technology is used to realize the system design and complete the online and offline interactive teaching. After testing, the distribution of teaching resources under this algorithm does not change as the number of users increases, and the range fluctuates between (0,25). The system can run stably when multiple classrooms and users are online at the same time, and the system resource consumption is around 95%, all in a reasonable range.</p>
</abstract>

This paper combines the text similarity calculation of co-occurring words, text similarity calculation of semantic similarity, text similarity calculation of cosine similarity, and text similarity calculation based on a language network and joins the feature fusion network to construct a multi-feature fusion text similarity calculation method, so as to realize the resource distribution of interactive teaching mode. Through the design of functional modules, database design, and framework design of the system, JavaEE technology is used to realize the system design and complete the online and offline interactive teaching. After testing, the distribution of teaching resources under this algorithm does not change as the number of users increases, and the range fluctuates between (0,25). The system can run stably when multiple classrooms and users are online at the same time, and the system resource consumption is around 95%, all in a reasonable range.

Resource distribution of online and offline interactive teaching mode based on feature fusion network

Xi’an University of Architecture and Technology Huaqing College

Applied Mathematics and Nonlinear Sciences

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

This paper combines the text similarity calculation of co-occurring words, text similarity calculation of semantic similarity, text similarity calculation of...

Resource distribution of online and offline interactive teaching mode based on feature fusion network

Published Online: Oct 17, 2023

Page range: -

Received: Nov 24, 2022

Accepted: Apr 27, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00673

Keywords
Text similarity, Feature fusion network, Cosine similarity, Teaching resource distribution, JavaEE technology

© 2023 Wencong Wu, published by Sciendo

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

Resource distribution of online and offline interactive teaching mode based on feature fusion network

Published Online: Oct 17, 2023

Page range: -

Received: Nov 24, 2022

Accepted: Apr 27, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00673

KeywordsText similarity, Feature fusion network, Cosine similarity, Teaching resource distribution, JavaEE technology

© 2023 Wencong Wu, published by Sciendo

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

Keywords
Text similarity, Feature fusion network, Cosine similarity, Teaching resource distribution, JavaEE technology