School of Business Administration, Ningbo University of Finance & Economics, Zhejiang, Ningbo 315175, China.
Department of Economics and Trade, Guangdong Eco-Engineering Polytechnic, Guangdong, Guangzhou 510520, China.
Comput Intell Neurosci. 2022 Jun 28;2022:8700833. doi: 10.1155/2022/8700833. eCollection 2022.
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.
近年来，中小企业的数量和规模不断增加，是推动中国国民经济发展的主力军，是中国经济快速稳定发展的保障，直接关系到社会稳定和民生。在中国经济增长中，中小企业发挥着关键作用。但是，资源和环境限制、产业结构不合理、制度问题等限制了它们目前的发展阶段，如市场竞争激烈。为了解决这个问题，本文为中小企业开发了一个微创新服务平台，为中小企业提供多种服务，充分利用社会感知和神经网络算法实现各方面的数据共享和传输，有效利用移动节点上的社会属性来协助每个节点。此外，还考察了中小微企业创新服务平台在实践中的影响。在 2018 年中小企业创新服务平台建成后，分析了 2018 年至 2020 年平台技术转让、技术开发、技术咨询和技术服务的交易项目数量，并分析了四个方面的项目交易额。结果表明，它们有了显著提高，这对实现成果转化、提高中国中小企业创新能力发挥了重要作用。同时，根据对西部地区 8 个创新服务平台的调查分析，其中 25%发展良好。
