Design of Resource Recommendation System for Social Work Service Object Based on Collaborative Filtering

DOI

10.2991/978-94-6463-724-3_29How to use a DOI?

Keywords

Resource Recommendation System; Social Work; Service Object; Collaborative Filtering

Abstract

With the continuous development of social work, improving the matching degree between service objects and resources, and enhancing service efficiency and quality, has become an urgent problem to be solved. This paper designs a resource recommendation system for social work service objects based on collaborative filtering. The system adopts a B/S (Browser/Server) architecture and is developed using the SSH framework and MVC (Model-View-Controller) technology, ensuring the security, simplicity, and scalability of the system. In terms of functionality, the resource recommendation system includes key modules such as user management, resource management, recommendation algorithm implementation, and a feedback mechanism, providing comprehensive related services. Utilizing project-based collaborative filtering technology, the system recommends the most relevant resources to service objects by calculating the similarity between resources. This system can offer more accurate and personalized resource recommendations for social work service objects, thereby improving the overall effectiveness of social work services and promoting the healthy development of the social work industry.

Copyright

© 2025 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

TY  - CONF
AU  - Haonan Zeng
PY  - 2025
DA  - 2025/05/26
TI  - Design of Resource Recommendation System for Social Work Service Object Based on Collaborative Filtering
BT  - Proceedings of the 2025 5th International Conference on Informatization Economic Development and Management (IEDM 2025)
PB  - Atlantis Press
SP  - 297
EP  - 303
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-724-3_29
DO  - 10.2991/978-94-6463-724-3_29
ID  - Zeng2025
ER  -