Analysis and Design of Financial Wealth Management Platform Based on Cloud Edge Collaboration
Cloud computing technology is widely used in industrial digitization. In order to help financial organizations achieve interconnectivity across geographical boundaries and assist investors in breaking down information silos, we have designed a financial management platform through cloud edge collaboration technology and service-oriented architecture. A financial wealth management service theory and model based on cloud edge collaboration have been proposed, which provides personalized experiences for users through optimized collaborative filtering algorithms on the basis of privacy data protection. And analyzed the financial product recommendation model from multiple aspects, tested the performance of various clustering based collaborative filtering algorithms, and the results showed that the collaborative filtering recommendation algorithm based on nearest neighbor adaptive optimization density peak clustering had higher recommendation accuracy.
Authors
- Zibo Liu (ORCID: https://orcid.org/0000-0002-5363-3819)
- Yuedi Gou
- Yuan Liao (ORCID: https://orcid.org/0000-0001-8268-6947)
- Jie Zhang (ORCID: https://orcid.org/0009-0004-5173-9996)
Institutions
- Beijing University of Technology (CN)
Publication Details
- Published
- 2024-09-13
- DOI
- https://doi.org/10.1109/aiotc63215.2024.10748328
- Citations
- 3
- Primary Topic
- Regional Development and Environment
- Type
- article
- Field-Weighted Citation Impact
- 3.40