基于标签体系的环境数据推荐系统设计研究

Design and research of the environmental data recommendation system based on tag system

根据用户个性化需求推送环境数据,可有效提升环境数据主动服务保障的水平。针对环境数据利用效率低,各级用户无法快速精准获取有效环境数据的问题,分析了环境数据及用户标签特点,开展了环境数据及用户标签体系构建研究,设计实现了基于标签体系的环境数据推荐系统。通过某环境保障网站的在线集成测试应用,测试评估了系统功能及推荐算法应用场景。环境数据推荐系统可有效提高环境数据的利用效率,增强用户认知环境的能力。

The level of proactive service guarantee for environmental data can be effectively improved by pushing environmental data based on user personalized needs.This article focuses on the problems of low efficiency in utilizing environmental data,and users at all levels being unable to quickly and accurately obtain effective environmental data.In this article,this paper analyzes the characteristics of environmental data and user tags,conduct research on the construction of environmental data and user label systems,design and implement an environmental data recommendation system based on tag system.Through online integration testing application of an environmental protection website,the system functions and recommended algorithm application scenarios are tested and evaluated.Environmental data recommendation system can effectively improve the utilization efficiency of environmental data,and enhance users'ability to perceive the environment.