评论挖掘在情报分析中的应用框架研究  

Application Frame of Opinion Mining in Intelligence Analysis Service

作　　者：胡芳[1,2] 冷伏海[1] 

机构地区：[1]中国科学院文献情报中心,北京100190 [2]首都师范大学图书馆,北京100089

出　　处：《情报科学》2016年第5期110-113,117,共5页Information Science

摘　　要：在分析国内外评论挖掘研究现状的基础上,提出评论挖掘在情报分析中的应用场景,包括:面向政府决策情报的评论挖掘、面向企业竞争情报的评论挖掘和面向科学研究情报的评论挖掘。以科学网中关于国家自然基金申请页面的用户评论为例,分析评论挖掘模型的应用框架,包括评论采集与预处理模块、评论抽取与识别模块、评论挖掘与分析模块和结果显示与服务四个模块,并提出评论挖掘在情报分析应用中需要注意的问题,以期抛砖引玉,促进对情报领域评论挖掘的理论研究与实践应用。Based on a research review on the opinion mining, this paper concludes the applications of opinion mining intointelligence analysis service, which can be classified into three types including political decision, enterprise competitive in-telligence and scientific research intelligence. Then taking the opinions about the national natural science fund applicationin the Science Net website as an example, this paper analyzes the frame model of opinion mining-based intelligence ser-vice,including four parts, opinions collecting and pretreatment, opinions extracting and recognition, opinions mining andanalysis, and displaying and service. Finally this paper puts forward some suggestions for the application of opinion miningin the intelligence analysis service, hoping to cast a brick to attract jade on implementing to go on the theoretic and practiceresearch of opinion mining on the intelligence analysis in the future.

关 键 词：评论信息 评论挖掘 情报分析 

分 类 号：G250.2[文化科学—图书馆学]