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MICROBLOG-ORIENTED EMOTIONAL ENTITY SEARCH SYSTEM

机译:面向微博客的情感实体搜索系统

摘要

The present invention relates to a microblog-oriented emotional entity search system. The system comprises the following five modules: 1) a user interface used for the interaction between a system and a user, so that the user can submit a query request via the module and obtain a feedback resu 2) a query expansion module used for conducting word relationship mining on microblog corpus data and establishing a weighted word relationship diagram in combination with a WordNet ontology base; 3) a query processing module used for converting a query request of a user into a query key word and a query sentence which can be accepted by an index database and conducting query expansion based on the word relationship diagram constructed by module 2); 4) an emotional information mining module used for conducting emotional mining on a microblog corpus and generating a determination rule for an emotional entity and an emotional polarity; 5) an emotional information decision and index establishment module used for determining the emotional entity and emotional polarity of microblog data, establishing an emotional information index and storing same; and 6) an inverted index establishment module used for establishing an inverted index for microblog text information and storing same. The present invention solves the difficult problems of the extraction of a microblog emotional entity, the emotional polarity analysis and the search for an emotional entity, etc., thereby providing an intelligent search product for analyzing and monitoring public opinions on a social network.
机译:本发明涉及一种面向微博的情感实体搜索系统。该系统包括以下五个模块:1)用于系统与用户交互的用户界面,以便用户可以通过该模块提交查询请求并获得反馈结果; 2)查询扩展模块,结合WordNet本体库,对微博语料数据进行词关系挖掘,建立加权词关系图; 3)查询处理模块,用于根据模块2)构造的单词关系图,将用户的查询请求转换为索引数据库可以接受的查询关键词和查询语句,并进行查询扩展; 4)情感信息挖掘模块,用于对微博语料库进行情感挖掘,并生成情感实体和情感极性的判断规则; 5)情感信息决策和索引建立模块,用于确定微博数据的情感实体和情感极性,建立情感信息索引并进行存储。 6)倒排索引建立模块,用于为微博文本信息建立倒排索引并进行存储。本发明解决了微博情感实体的提取,情感极性分析和情感实体的搜索等难题,从而提供了一种智能搜索产品,用于分析和监控社交网络上的公众舆论。

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