{"title":"基于群体智能的自然启发元启发式方法在意见挖掘中的特征选择","authors":"Nupur Bali, Sunanda Gupta","doi":"10.2139/ssrn.3566789","DOIUrl":null,"url":null,"abstract":"As the technology has developed with an immense speed it has also given the people the freedom to express their thoughts and views openly in front of the world giving each user an equal right to share and express their feelings as a result of which a lot of data is generated every second in the form of reviews, ratings, and comments which can be positive or negative. So it becomes very necessary to analyze these unstructured and homogenous posts properly. The objective of the paper is to review mainly various existing Swarm intelligence based nature inspired metaheuristic algorithms which are used for selecting features in sentiment analysis.","PeriodicalId":404477,"journal":{"name":"Mechanical Engineering eJournal","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Swarm Intelligence Based Nature Inspired Metaheuristics Used for Selecting Features in Opinion Mining\",\"authors\":\"Nupur Bali, Sunanda Gupta\",\"doi\":\"10.2139/ssrn.3566789\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the technology has developed with an immense speed it has also given the people the freedom to express their thoughts and views openly in front of the world giving each user an equal right to share and express their feelings as a result of which a lot of data is generated every second in the form of reviews, ratings, and comments which can be positive or negative. So it becomes very necessary to analyze these unstructured and homogenous posts properly. The objective of the paper is to review mainly various existing Swarm intelligence based nature inspired metaheuristic algorithms which are used for selecting features in sentiment analysis.\",\"PeriodicalId\":404477,\"journal\":{\"name\":\"Mechanical Engineering eJournal\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-04-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mechanical Engineering eJournal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3566789\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mechanical Engineering eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3566789","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Swarm Intelligence Based Nature Inspired Metaheuristics Used for Selecting Features in Opinion Mining
As the technology has developed with an immense speed it has also given the people the freedom to express their thoughts and views openly in front of the world giving each user an equal right to share and express their feelings as a result of which a lot of data is generated every second in the form of reviews, ratings, and comments which can be positive or negative. So it becomes very necessary to analyze these unstructured and homogenous posts properly. The objective of the paper is to review mainly various existing Swarm intelligence based nature inspired metaheuristic algorithms which are used for selecting features in sentiment analysis.
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