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

<p>University is an inevitable product of a city’s development to a specific stage. In different social environments and historical stages, universities always develop symbiotically with cities, and the integration of the higher education system and emerging technologies can accelerate the regional economic development of universities and cities. Based on data mining technology, this study uses a neural network algorithm to establish an algorithmic model and sigmoid function as the incentive function to analyze the integration development of the emerging technology industry and university in Dongguan city and provide an optimization path for the integration development of the city and university. The research results show that in the field of scientific and technological research results, the universities in Dongguan City applied for 49,726 patents in 2021 and authorized 25,523, with an efficiency rate of 51.33%. In the area of urban economic development, Dongguan’s GDP in 2021 showed strong momentum, achieving a regional GDP of 108.554 billion yuan, up 8.2% over the previous year.</p>
</abstract>

University is an inevitable product of a city’s development to a specific stage. In different social environments and historical stages, universities always develop symbiotically with cities, and the integration of the higher education system and emerging technologies can accelerate the regional economic development of universities and cities. Based on data mining technology, this study uses a neural network algorithm to establish an algorithmic model and sigmoid function as the incentive function to analyze the integration development of the emerging technology industry and university in Dongguan city and provide an optimization path for the integration development of the city and university. The research results show that in the field of scientific and technological research results, the universities in Dongguan City applied for 49,726 patents in 2021 and authorized 25,523, with an efficiency rate of 51.33%. In the area of urban economic development, Dongguan’s GDP in 2021 showed strong momentum, achieving a regional GDP of 108.554 billion yuan, up 8.2% over the previous year.

Analysis of the current situation of university-city integration development based on data mining technology and exploration of the optimization path

Applied Mathematics and Nonlinear Sciences

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

University is an inevitable product of a city’s development to a specific stage. In different social environments and historical stages, universities always...

Analysis of the current situation of university-city integration development based on data mining technology and exploration of the optimization path

Online veröffentlicht: 30. Juni 2023

Seitenbereich: -

Eingereicht: 28. Sept. 2022

Akzeptiert: 09. Jan. 2023

DOI: https://doi.org/10.2478/amns.2023.1.00476

Schlüsselwörter
Higher education, Regional economy, Data mining, Integration development, Optimization path

© 2023 Haibo Jiang et al., published by Sciendo

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

Analysis of the current situation of university-city integration development based on data mining technology and exploration of the optimization path

Online veröffentlicht: 30. Juni 2023

Seitenbereich: -

Eingereicht: 28. Sept. 2022

Akzeptiert: 09. Jan. 2023

DOI: https://doi.org/10.2478/amns.2023.1.00476

SchlüsselwörterHigher education, Regional economy, Data mining, Integration development, Optimization path

© 2023 Haibo Jiang et al., published by Sciendo

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

Schlüsselwörter
Higher education, Regional economy, Data mining, Integration development, Optimization path