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. 2022 Jun 28:2022:8700833.
doi: 10.1155/2022/8700833. eCollection 2022.

Innovation Service Platform of Small and Medium-Sized Microenterprises Based on Social Perception and Neural Network Algorithm

Jishu Shao  1 , Zuwei Yu  2 , Tao Huang  2
Affiliations

Innovation Service Platform of Small and Medium-Sized Microenterprises Based on Social Perception and Neural Network Algorithm

Jishu Shao et al. Comput Intell Neurosci. .

Retraction in

Abstract

In recent years, the number and scale of small, medium-sized, and micro enterprises have continued to increase, which is the main force to promote the development of China's national economy, the guarantee of China's rapid and stable economic development, and has a direct impact on social stability and people's livelihood. In China's economic growth, small, medium-sized, and micro businesses play a critical role. However, several limitations limit their current growth stage, preventing them from expanding their size, such as resource and environmental limits, an inappropriate industrial structure, and institutional issues, such as severe market rivalry. To address this issue, this paper develops a micro innovation service platform for small and medium-sized businesses, offers a variety of services to small and medium-sized businesses, fully realizes data sharing and transmission in all aspects using social perception and neural network algorithms, and effectively utilizes social attributes on mobile nodes to assist each node. Also, it investigates the impact of the innovation service platform for small and medium-sized micro firms in practice. After the construction of the innovation service platform for small and medium-sized micro enterprises in 2018, it analyzes the number of transaction projects of platform technology transfer, technology development, technical consultation, and technical services from 2018 to 2020 and analyzes the transaction volume of projects in four aspects. The results show that they have significantly improved, which plays an important role in realizing the transformation of achievements and improving the innovation ability of small and medium-sized micro enterprises in China. At the same time, according to the investigation and analysis of 8 innovative service platforms in the western region, 25% of them have developed well.

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Conflict of interest statement

The authors declare that they have no conflicts of interest.

Figures

Figure 1
Figure 1
Social perception computing framework.
Figure 2
Figure 2
BP neural network model.
Figure 3
Figure 3
Neural network signal adjustment flow chart.
Figure 4
Figure 4
Three-dimensional model of innovation service platform.
Figure 5
Figure 5
Content and service capability of innovation service platform for small and medium-sized enterprises.
Figure 6
Figure 6
Comprehensive evaluation results of innovation service platform for small and medium-sized enterprises.
See this image and copyright information in PMC

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