{"title":"一种电影评论情感分析方法","authors":"M. B, C. S","doi":"10.1109/IC3IOT53935.2022.9767915","DOIUrl":null,"url":null,"abstract":"In this work we present an approach for sentiment analysis which uses movie review for determining the polarity of the movie. We extract movie review from popular site which we use as our data set. To determine this We present a unique machine learning strategy for identifying phrases in movie reviews. and to determine the polarity for each of the sentence. The approaches are being used Bag-of-words model, defining adjectives and adverbs, managing negations, bounding word frequencies, and employing Word Net synonyms knowledge are all examples of text aspects that may be extracted. We examined how our classifier works for obtaining best polarity for Tamil movie reviews.","PeriodicalId":430809,"journal":{"name":"2022 International Conference on Communication, Computing and Internet of Things (IC3IoT)","volume":"121 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"An Approach of Sentiment Analysis for Movie Reviews\",\"authors\":\"M. B, C. S\",\"doi\":\"10.1109/IC3IOT53935.2022.9767915\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work we present an approach for sentiment analysis which uses movie review for determining the polarity of the movie. We extract movie review from popular site which we use as our data set. To determine this We present a unique machine learning strategy for identifying phrases in movie reviews. and to determine the polarity for each of the sentence. The approaches are being used Bag-of-words model, defining adjectives and adverbs, managing negations, bounding word frequencies, and employing Word Net synonyms knowledge are all examples of text aspects that may be extracted. We examined how our classifier works for obtaining best polarity for Tamil movie reviews.\",\"PeriodicalId\":430809,\"journal\":{\"name\":\"2022 International Conference on Communication, Computing and Internet of Things (IC3IoT)\",\"volume\":\"121 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-03-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Communication, Computing and Internet of Things (IC3IoT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IC3IOT53935.2022.9767915\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Communication, Computing and Internet of Things (IC3IoT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IC3IOT53935.2022.9767915","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An Approach of Sentiment Analysis for Movie Reviews
In this work we present an approach for sentiment analysis which uses movie review for determining the polarity of the movie. We extract movie review from popular site which we use as our data set. To determine this We present a unique machine learning strategy for identifying phrases in movie reviews. and to determine the polarity for each of the sentence. The approaches are being used Bag-of-words model, defining adjectives and adverbs, managing negations, bounding word frequencies, and employing Word Net synonyms knowledge are all examples of text aspects that may be extracted. We examined how our classifier works for obtaining best polarity for Tamil movie reviews.