論文投稿系統(tǒng)評審專家自動推薦模型研究.pdf

1、重慶大學(xué)碩士學(xué)位論文論文投稿系統(tǒng)評審專家自動推薦模型研究姓名：劉一星申請學(xué)位級別：碩士專業(yè)：控制理論與控制工程指導(dǎo)教師：梁山20090531英文摘要ABSTRACTAutomatictextcategorization(ATC)referstothetaskofsortingasetofdocumentsintocategoriesautomaticallyfromapredefinedsetAsthekeytechnologyinor

2、ganizingandprocessinglargeamountofdocumentdata，textclassificationCansolvetheproblemofinformationdisordertOagreatextent，andisconvenientforuserstofindtherequiredinformationquicklyMoreovertextclassificationhasthebroadapplie

3、dfutureasthetechnicalbasisofinformationfiltering，informationretrieval，andsearchengineThesubmissionsystemoftransactionandlearningconferenceneedsortingthousandsofpapersintohundredsofreviewerstoexamineandcommentItisn’tgoodt

4、hatthesepapersaresortintohundredsofreviewerstoexamineandcommentinashorttime，becausethematchingprecisionislowEspeciallywhenwedonotknowtheresearchsubjectthattherevieweriswellup，wecannotcollecttheinformationabouttheresearch

5、subjectthattherevieweriswellupintimeandaccuratelyThesewillbafflesortingthepapersintocategoriesnormallyHowtochoosetheproperreviewertoexamineandcommentpaperisthekeytovaluepapers’qualityrightlyandstepupthestatusoftransactio

6、nandlearningconferenceSohowtocarryitoutthatthecomputerCanautomaticallySOrtthepapersteviewerwhoiswellupinthepapers’subjectAutomatictextcategorizationcansolvetheproblemproperlyAimingatsolvingtheabovequestions，thepaperputsf

7、orwardanautomaticrecommendedmodelforthereviewerbasedontheautomatictextcategorizationThroughtheautomatictextcategorization，computerCanautomaticallysortthesubmissionpapersandthepublishedpapersofthereviewerintotherightsubje

8、ct，SOwecanjudgethesubjectofthesubmissionpapersandtheresearchdirectionofthereviewerThenthecomputerCansortthesubmissionpaperstOthereviewerwhohasthematchingsubjectwiththesubmissionpapers，wecanbuildaautomaticrecommendedmodel

9、forreviewerbythecomputerThemaincontentsandproductionofthispaperincludesthreeaspects：First，infeaturefiltration，thepaperfirstlyintroducestheconceptofMaxFrequencyandthecorrelationcoefficientD(mik)betweentheitemandtheSOrt，th