Research on Risk Early Warning System of Financial Sharing Platform Based on Neural Network Model
Yong Wen · 2024
With the rapid development of big data and artificial intelligence, financial sharing platforms, as an innovative financial service model, are increasingly receiving attention. However, the risks faced by financial sharing platforms are also increasing, such as information security and credit risks. This article proposes a risk warning system based on a neural network model to address the risk issues of financial sharing platforms. Firstly, a comprehensive risk assessment index system was established by analyzing and identifying the risk factors of the financial sharing platform. Secondly, use neural network models to train and learn historical data from financial sharing platforms to identify potential risk patterns. Finally, the effectiveness and feasibility of the proposed risk warning system in improving the risk identification and warning capabilities of the financial sharing platform were verified through case analysis. The results of this research help predict corporate financial risks and operational risks, help companies better manage and avoid risks, and also provide new ideas and methods for the development of the financial technology field. In the future, the role of neural network technology will be further strengthened in areas such as real-time risk monitoring and early warning systems, cross-domain data integration, privacy protection and data security, and the integration of blockchain and smart contracts, bringing more innovation to the financial industry. and progress.