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Subject: Computer Science (provided by Thomson Reuters)
Title:
中文软件评论挖掘系统的设计与实现
Alternative Title: design and implementation of chinese software reviews mining system
Author: 文涛 ; 杨达 ; 李娟
Keyword: 中文软件评论 ; 意见挖掘 ; 软件特征 ; 观点词 ; 情感倾向
Source: 计算机工程与设计
Issued Date: 2013
Volume: 34, Issue:1, Pages:163-167
Indexed Type: CNKI ; WANFANG ; CSCD
Department: 中国科学院软件研究所 互联网软件技术实验室;
Sponsorship: 国家自然科学基金项目(60803023、60903050、61100071、60873072)|国家973重点基础研究发展计划基金项目(2007CB310802)
Abstract: 为了从用户评论中及时、准确的获取用户群体对软件及服务的满意度,从而发现用户期望,为软件的改进提供依据,实现了一个对中文软件评论进行情感倾向性分析的系统。系统从网络上收集软件的用户评论数据,通过无监督的方法识别出评论中的用户关注点和情感倾向,将结果以可视化的方式展现给开发者。通过在真实数据上的测试,表明了该系统的有效性。
English Abstract: In order to obtain users satisfaction from users reviews timely and accurately, and then help software developers to understand users true demands and offer reference for software improvement, an opinion mining system for Chinese software reviews is implemented. The system collects software reviews on the internet, and then identifies the user concerns and the sentiment tendency by unsurprised method. Finally, the reviews mining results are shown to software developers with visual interface. Experimental results on real data sets demonstrate the validity of the system.
Language: 中文
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Content Type: 期刊论文
URI: http://ir.iscas.ac.cn/handle/311060/15522
Appears in Collections:软件所图书馆_期刊论文

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Recommended Citation:
文涛,杨达,李娟. 中文软件评论挖掘系统的设计与实现[J]. 计算机工程与设计,2013-01-01,34(1):163-167.
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