A Novel Aspect Based Framework for Tourism Sector with Improvised Aspect and Opinion Mining Algorithm

Int. J. Rough Sets Data Anal. Pub Date : 2018-04-01 DOI:10.4018/IJRSDA.2018040106

Vishal Bhatnagar, Mahima Goyal, Mohammad Anayat Hussain

引用次数: 32

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

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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

Withthegrowthofe-commercewebsites，thedemandofwritingreviewsontheseportalshavegained hugepopularity。Thishugedatamustbeminedtoanalyzetheopinionandformakingbetterdecisions indifferentdomains。Inthispaper，wehaveproposedanaspectbasedopinionminingalgorithmfor thetourismdomain。Itfirstdeterminestheaspects，andthenextractstheopinionwordsrelatedtothe方面。TheopinionwordsareprovidedascorebasedontheSenti-Wordnetandthefinalscoreof eachaspectiscalculatedbythesummationofthescoresoftheopinions。Thefinalscoreisvisualized depictingrankingofscoresofdifferentaspectsfordifferenthotels。关键词:基于方面的意见挖掘感知词网旅游领域

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来源期刊

Int. J. Rough Sets Data Anal.

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