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1、萬方數(shù)據(jù)得較好的效果,但是總體效果不夠理想,因此本文通過對微博文本的分析提出了20條微博語言規(guī)則與表情規(guī)則,包括3條否定規(guī)則,糾正SVIVl分類結(jié)果,使得最終的分類結(jié)果達(dá)到更優(yōu)。關(guān)鍵詞:中文微博,情感分析,細(xì)粒度情感分析,情緒分析萬方數(shù)據(jù)中文微博情緒分析技術(shù)研究THEI乏ESEARCHOFEMOTIONANAIjySISTECHNIQUESFORCHINESEMICROBLOGABSTRACTInrecentyears,micro-blogisanetworkmediawhichhasafast
2、ingdevelopment.Ashavingreal-time,openness,interactivityandtimeliness,casualstyleandSOon,moreandmorepeopleareusingmicro-blog.Andthenitaffectsourdaily—life,SOthereisastrongsocialpowersandcommunication.Thereisnodoubtthatawealthofworthyinformationarehidd
3、enwithinmicro—blog.Itcanprovidemanyinfotogovernment,companyandpersonbyanalyzingthemicro-blogusedthetechnologyofemotionanalysis.Fine—grainedsentimentanalysisbecomethemainstudyinsentimentanalysisastheresearchdeveloping.Byanalyzingthemicro—blog’Stextcon
4、tentincludingexpressionandotherrelatedcontent,thispaperwouldfindoutthemicro-blogbelongtowhichkindofemotion.Themainresearchcontentofthispaperincludethefollowing:Firstofall,analyzingthecharactersoflanguageperformanceabout.3.萬方數(shù)據(jù)中文微博情緒分析技術(shù)研究micro.blog.C
5、omparingwiththegeneraltext,micro-blogwhichbelongtointernetphraseshasmanynewcharactersinlanguageperformanceandthispaperwouldanalyzingtheminthepointofemotionincludingsymbol,numberandexpression.Thenintroducingthemethodofcomputingemotionwordsbasedondepen
6、dencyparsingindetail.Thissectionmainincludeextractingrelationshipofemotionwordsbytheanalysisofdependencyparsing.Andfourformulasformulaofhowtocomputestrengthandpolarityofemotionvocabularyareproposed.Atlast,thecontentisclassifiedstrategiesbasedonSVMand
7、languageregulations.AlthoughthemethodwhichusingSVMcouldgetabeRerresultofclassificationthenothermethods,therearemanydeficiencyabouttheresult.Soinordertogetabetterresult,thelanguageregulationswhichhavetwentyitemsincludedthreenegativeregulationswouldbeu
8、sedtoamendtheresultofclassificationusedSVM.KEYWORDS"Chinesemicro-blog,sentimentanalysis,fine-gainedsentimentanalysis,emotionanalysis.d.萬方數(shù)據(jù)中文微博情緒分析技術(shù)研究目錄摘要??????????????????????????????????????????..1ABSTRACT????????????????????????????????????????3第