电信科学 ›› 2007, Vol. 23 ›› Issue (6): 87-89.doi: 10.3969/j.issn.1000-0801.2007.06.023

• 硕博论文 • 上一篇    下一篇

OTA系统中的个性化应用推荐系统研究

何振,陈龙辉,廖东方,刘杰   

  1. 北京邮电大学电子工程学院 北京100876
  • 出版日期:2007-06-25 发布日期:2017-06-30

Research on Personalized Application Recommendation System in the OTA System

Zhen He,Longhui Chen,Dongfang Liao,Jie Liu   

  1. Beijing University of Posts and Telecommunications,Beijing 100876,China
  • Online:2007-06-25 Published:2017-06-30

摘要:

本文首先提出了OTA全新的个性化应用推荐系统模型,然后对移动用户下载使用与兴趣之间的关联作了讨论与分析,并给出了算法,最后对个性化推荐的两种常见实现方法,即聚类分析与关联规则进行了讨论,给出了OTA系统中的个性化应用推荐引擎的设计思路与实现算法。

关键词: OTA系统, 用户建模, 个性化推荐

Abstract:

This paper focus on the relationship between user's behavior of using this system and their preference and discussing the interests reflected by their behavior, and gives an algorithm of mining user's preference. then the paper introduces a personalized application recommendation engine based on the methods of clustering and mining association rules to implement recommendation valuable application items to users.

Key words: OTA, user's modeling, personalized recommendation

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