摘要
针对传统雷达数据分发方式未能较好地实现按需分发的问题,提出基于聚类的雷达数据按需分发技术。根据用户提交的感兴趣项目信息,采用聚类和协同过滤推荐算法挖掘出用户潜在感兴趣的详细项目信息。仿真结果表明,该方法能够较好地实现雷达数据的按需分发。
Aiming at the disadvantage of the traditional radar data distribution mode which requires users to spend some time and energy in choosing users＇ interested items and can not realize distribution according to demand well,this paper proposes distribution technology on demand for radar data based on clustering.According to some item information which is registered by users,this technology can get detailed items which users are interested in by using clustering algorithm and collaborative filtering algorithm.Results show that this method can realize demand distribution for radar data by emulating.
出处
《计算机工程》
CAS
CSCD
北大核心
2011年第19期289-290,共2页
Computer Engineering
关键词
雷达数据按需分发
个性化推荐
K-MEANS聚类
协同过滤
实时推荐
radar data distribution on demand
personalized recommendation
K-means clustering
collaborative filtering
real-time recommendation
