{"title":"基于临时方面和意见挖掘算法的旅游部门面向方面的新框架","authors":"Vishal Bhatnagar, Mahima Goyal, Mohammad Anayat Hussain","doi":"10.4018/IJRSDA.2018040106","DOIUrl":null,"url":null,"abstract":"Withthegrowthofe-commercewebsites,thedemandofwritingreviewsontheseportalshavegained hugepopularity.Thishugedatamustbeminedtoanalyzetheopinionandformakingbetterdecisions indifferentdomains.Inthispaper,wehaveproposedanaspectbasedopinionminingalgorithmfor thetourismdomain.Itfirstdeterminestheaspects,andthenextractstheopinionwordsrelatedtothe aspects.TheopinionwordsareprovidedascorebasedontheSenti-Wordnetandthefinalscoreof eachaspectiscalculatedbythesummationofthescoresoftheopinions.Thefinalscoreisvisualized depictingrankingofscoresofdifferentaspectsfordifferenthotels. KeywORDS Aspect Based, Opinion Mining, Senti-Wordnet, Tourism Domain","PeriodicalId":152357,"journal":{"name":"Int. J. Rough Sets Data Anal.","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"32","resultStr":"{\"title\":\"A Novel Aspect Based Framework for Tourism Sector with Improvised Aspect and Opinion Mining Algorithm\",\"authors\":\"Vishal Bhatnagar, Mahima Goyal, Mohammad Anayat Hussain\",\"doi\":\"10.4018/IJRSDA.2018040106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Withthegrowthofe-commercewebsites,thedemandofwritingreviewsontheseportalshavegained hugepopularity.Thishugedatamustbeminedtoanalyzetheopinionandformakingbetterdecisions indifferentdomains.Inthispaper,wehaveproposedanaspectbasedopinionminingalgorithmfor thetourismdomain.Itfirstdeterminestheaspects,andthenextractstheopinionwordsrelatedtothe aspects.TheopinionwordsareprovidedascorebasedontheSenti-Wordnetandthefinalscoreof eachaspectiscalculatedbythesummationofthescoresoftheopinions.Thefinalscoreisvisualized depictingrankingofscoresofdifferentaspectsfordifferenthotels. KeywORDS Aspect Based, Opinion Mining, Senti-Wordnet, Tourism Domain\",\"PeriodicalId\":152357,\"journal\":{\"name\":\"Int. J. Rough Sets Data Anal.\",\"volume\":\"59 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"32\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. Rough Sets Data Anal.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/IJRSDA.2018040106\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Rough Sets Data Anal.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/IJRSDA.2018040106","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 32
A Novel Aspect Based Framework for Tourism Sector with Improvised Aspect and Opinion Mining Algorithm
Withthegrowthofe-commercewebsites,thedemandofwritingreviewsontheseportalshavegained hugepopularity.Thishugedatamustbeminedtoanalyzetheopinionandformakingbetterdecisions indifferentdomains.Inthispaper,wehaveproposedanaspectbasedopinionminingalgorithmfor thetourismdomain.Itfirstdeterminestheaspects,andthenextractstheopinionwordsrelatedtothe aspects.TheopinionwordsareprovidedascorebasedontheSenti-Wordnetandthefinalscoreof eachaspectiscalculatedbythesummationofthescoresoftheopinions.Thefinalscoreisvisualized depictingrankingofscoresofdifferentaspectsfordifferenthotels. KeywORDS Aspect Based, Opinion Mining, Senti-Wordnet, Tourism Domain
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