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

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

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Publicado en 3C Tecnología – Volume 12 Issue 2 (Ed. 44)

Autores

Xin Ma*
Siew Eng Lin

Resumen

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 emerging technology industry and universities in Dongguan city and provide an optimization path for the integration development of city and universities. 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, an increase of 8.2% over the previous year.

Artículo

Palabras clave

Keywords

Higher education; regional economy; data mining; integration development; optimization path

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