基于lucene相似句子檢索系統(tǒng)論文英文翻譯原文

基于lucene相似句子檢索系統(tǒng)論文英文翻譯原文

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1、AnalysisAnalysis,inLucene,istheprocessofconvertingfieldtextintoitsmostfundamentalindexedrepresentation,terms.Thesetermsareusedtodeterminewhatdocumentsmatchaqueryduringsearches.Forexample,ifthissentencewereindexedintoafield(let’sassumetypeField.Text),thet

2、ermsmightstartwith/^randexample,andsoon,asseparatetermsinsequence.Ananalyzerisanencapsulationoftheanalysisprocess.Ananalyzertokenizestextbyperforminganynumberofoperationsonit,whichcouldincludeextractingwords,discardingpunctuation,removingaccentsfromchara

3、cters,lowercasing(alsocallednormalizing),removingcommonwords,reducingwordstoarootform(stemming),orchangingwordsintothebasicform(lemmatization).Thisprocessisalsocalledtokenization,andthechunksoftextpulledfromastreamoftextarecalledtokens.Tokens,combinedwit

4、htheirassociatedfieldname,areterms.Lucene’sprimarygoalistofacilitateinformationretrieval.Theemphasisonretrievalisimportant.YouwanttothrowgobsoftextatLuceneandhavethemberichlysearchablebytheindividualwordswithinthattext.InorderforLucenetoknowwhat“words”ar

5、e,itanalyzesthetextduringindexing,extractingitintoterms.Thesetermsaretheprimitivebuildingblocksforsearching.ChoosingtherightanalyzerisacrucialdevelopmentdecisionwithLucene.Onesizedoesn’tfitallwhenitcomestochoosingananalyzer.Languageisonefactorinchoosinga

6、nanalyzer,becauseeachhasitsownuniquefeatures.Anotherfactortoconsiderinchoosingananalyzeristhedomainofthetextbeinganalyzed;differentindustrieshavedifferentterminology,acronyms,andabbreviationsthatmaydeserveattention.Althoughwepresentmanyoftheconsideration

7、sforchoosinganalyzers,nosingleanalyzerwillsufficeforallsituations.It’spossiblethatnoneofthebuilt-inanalysisoptionsareadequateforyourneeds,andyou’llneedtoinvestincreatingacustomanalysissolution;pleasantly,Lucene’sbuildingblocksmakethisquiteeasy.Oneofthebe

8、stquestionsyoucanaskasyoucontemplatetheanalysisprocessis,“WhatwouldGoogledo?”Google’sactualalgorithmsareproprietaryandkeptrelativelysecret,buttheresultsfromsearchesgivesomeinsight.Searchingforthephrase“tobeornottobe”withan

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