2018 · 14 citations · 16 references
ComputingCloud ComputingComputer ScienceInformation RetrievalMachine LearningRecommender SystemsOnline RecommendationOpinion MiningRecommendation SystemsWeb MiningElectronic ReviewsOnline Product ReviewsOnline Review MiningRanking MetricsStar Rating AnalysisStar Rating SystemsUser ReviewsVirtual Machines
Nowadays, review mining is very popular. People usually want to go for the reviews first rather than directly going to the market and purchase the product or paying for a service. However, it is very difficult to get the best one until making the comparison between two or more positively categorized products. This work highlights a platform where review mining become very easy and automated. The automation of crawling is done through various websites for a product or service and downloading their reviews at their own. The model is deployed in the Cloud environment for executing the multiple websites in parallel, which speed up the process to meet the requirements of real time recommendations. Experiments are performed on various product reviews datasets in order to provide and analyze the reviews in the form of star rating score scaling from 0-5.
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Mining and summarizing customer reviews
Minqing Hu, Bing Liu · 2004 · 7.7K citations
Bing Liu, Minqing Hu, Junsheng Cheng · 2005 · 1.6K citations
Sentiment Analysis and Subjectivity
Liu Bing · 2010 · 1.6K citations