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<p>This paper proposes a way to innovate the teaching content and methods centered on building an online teaching system and information management system for innovation and entrepreneurship. In the J2EE-based innovation and entrepreneurship online teaching system, the genetic algorithm is used to improve the Pick-KX algorithm, and the resource allocation scheme is optimized and processed by the genetic algorithm, which effectively improves the efficiency of the Pick-KX algorithm on heterogeneous servers. In the innovation and entrepreneurship information management system, the TF-IDF algorithm and Word2vec are used to convert the text into document vectors, and K-Means clustering is used to realize document clustering, while the HyperLogLog algorithm is used to carry out the system website data statistics. The 2022 computer science and technology students of a teacher training school in Chongqing, China, were used as research subjects to carry out innovative and entrepreneurial teaching practices. The student’s performance on all dimensions of innovation and entrepreneurship practice ability was above 3.5, which was a good performance. In the evaluation of the online teaching system and information management system for innovation and entrepreneurship, the evaluation scores for each dimension are higher than 3.5, which meets the needs of students. After the practice, the average scores of satisfaction with the innovation and entrepreneurship practice course and their development were 9.2 and 9.02, which were improved by 0.42 and 0.68 compared to the pre-practice.</p>
</abstract>

This paper proposes a way to innovate the teaching content and methods centered on building an online teaching system and information management system for innovation and entrepreneurship. In the J2EE-based innovation and entrepreneurship online teaching system, the genetic algorithm is used to improve the Pick-KX algorithm, and the resource allocation scheme is optimized and processed by the genetic algorithm, which effectively improves the efficiency of the Pick-KX algorithm on heterogeneous servers. In the innovation and entrepreneurship information management system, the TF-IDF algorithm and Word2vec are used to convert the text into document vectors, and K-Means clustering is used to realize document clustering, while the HyperLogLog algorithm is used to carry out the system website data statistics. The 2022 computer science and technology students of a teacher training school in Chongqing, China, were used as research subjects to carry out innovative and entrepreneurial teaching practices. The student’s performance on all dimensions of innovation and entrepreneurship practice ability was above 3.5, which was a good performance. In the evaluation of the online teaching system and information management system for innovation and entrepreneurship, the evaluation scores for each dimension are higher than 3.5, which meets the needs of students. After the practice, the average scores of satisfaction with the innovation and entrepreneurship practice course and their development were 9.2 and 9.02, which were improved by 0.42 and 0.68 compared to the pre-practice.

Innovation of Innovation and Entrepreneurship Teaching Content and Methods under the Internet+ Education Mode

Guilin University of Aerospace Technology

Applied Mathematics and Nonlinear Sciences

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

This paper proposes a way to innovate the teaching content and methods centered on building an online teaching system and information management system for...

Innovation of Innovation and Entrepreneurship Teaching Content and Methods under the Internet+ Education Mode

Published Online: Aug 05, 2024

Page range: -

Received: Mar 22, 2024

Accepted: Jun 19, 2024

DOI: https://doi.org/10.2478/amns-2024-2208

Keywords
J2EE, Pick-KX algorithm, Genetic algorithm, K-Means clustering, Resource allocation, Innovation and entrepreneurship

© 2024 Chao Liu et al., published by Sciendo

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

Innovation of Innovation and Entrepreneurship Teaching Content and Methods under the Internet+ Education Mode

Published Online: Aug 05, 2024

Page range: -

Received: Mar 22, 2024

Accepted: Jun 19, 2024

DOI: https://doi.org/10.2478/amns-2024-2208

KeywordsJ2EE, Pick-KX algorithm, Genetic algorithm, K-Means clustering, Resource allocation, Innovation and entrepreneurship

© 2024 Chao Liu et al., published by Sciendo

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

Keywords
J2EE, Pick-KX algorithm, Genetic algorithm, K-Means clustering, Resource allocation, Innovation and entrepreneurship