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微博中结合转发特性的用户兴趣话题挖掘方法

王永贵 张丰田 刘雨诗 肖成龙

计算机应用研究2017,Vol.34Issue(7):2068-2071,4.
计算机应用研究2017,Vol.34Issue(7):2068-2071,4.DOI:10.3969/j.issn.1001-3695.2017.07.032

微博中结合转发特性的用户兴趣话题挖掘方法

Method for user's interest topic mining in micro-blog with repost feature

王永贵 1张丰田 1刘雨诗 1肖成龙1

作者信息

  • 1. 辽宁工程技术大学 软件学院, 辽宁 葫芦岛 125105
  • 折叠

摘要

Abstract

In modern society,the micro-blog is an important social network.Repost is one of the most important features of micro-blog.However,the previous studies should have paid close attention to the motivation of repost and the interest-repost.Aiming at the feature of repost,the paper proposed an AT-IR model which was based on the original AT model tapping the interest-reposting to find the interest of micro-blog users.Besides,by means of crawling the micro-blog experimental data sets,this model is better than the AT model in the aspect of extraction accuracy.In addition,this method has shown the expansibility in the aspect of other subject model.

关键词

微博/用户/兴趣转发/跟随转发/主题模型

Key words

micro-blog/user/interest-repost/following repost/topic model

分类

信息技术与安全科学

引用本文复制引用

王永贵,张丰田,刘雨诗,肖成龙..微博中结合转发特性的用户兴趣话题挖掘方法[J].计算机应用研究,2017,34(7):2068-2071,4.

基金项目

国家自然科学基金资助项目(61404069) (61404069)

辽宁省科技厅博士启动基金资助项目(20141140) (20141140)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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