虚假评论检测框架:问题与挑战

Jitendra Kumar Rout, A. Dash, N. Ray
{"title":"虚假评论检测框架:问题与挑战","authors":"Jitendra Kumar Rout, A. Dash, N. Ray","doi":"10.1109/ICIT.2018.00014","DOIUrl":null,"url":null,"abstract":"With evolution of 4G and availability of wireless Internet access at a much higher speed, makes it possible for developing countries to use E-commerce for getting product and services. As each and every company now-a-days have presence in online mode of marketing, getting the right product as well as service is also tough. This leads to the importance of online reviews on the Internet. For taking purchase as well as financial decisions, every individual have to depend on online reviews. Online reviews given by users regarding a particular product or service may not be always genuine. Some companies as well as individuals trick the reviews to promote a specific product or brand and demote its competitors. A little has been done in past to address this issue and still companies as well as researches are trying to get-rid of this. In this work, we have tried our best to summarize the overall issues as well as challenges for detection of fake reviews as well as fake reviewers. Finally, a framework has been proposed to deal with fake reviews.","PeriodicalId":221269,"journal":{"name":"2018 International Conference on Information Technology (ICIT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"A Framework for Fake Review Detection: Issues and Challenges\",\"authors\":\"Jitendra Kumar Rout, A. Dash, N. Ray\",\"doi\":\"10.1109/ICIT.2018.00014\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With evolution of 4G and availability of wireless Internet access at a much higher speed, makes it possible for developing countries to use E-commerce for getting product and services. As each and every company now-a-days have presence in online mode of marketing, getting the right product as well as service is also tough. This leads to the importance of online reviews on the Internet. For taking purchase as well as financial decisions, every individual have to depend on online reviews. Online reviews given by users regarding a particular product or service may not be always genuine. Some companies as well as individuals trick the reviews to promote a specific product or brand and demote its competitors. A little has been done in past to address this issue and still companies as well as researches are trying to get-rid of this. In this work, we have tried our best to summarize the overall issues as well as challenges for detection of fake reviews as well as fake reviewers. Finally, a framework has been proposed to deal with fake reviews.\",\"PeriodicalId\":221269,\"journal\":{\"name\":\"2018 International Conference on Information Technology (ICIT)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Information Technology (ICIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIT.2018.00014\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Information Technology (ICIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIT.2018.00014","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 20

摘要

随着4G技术的发展和无线互联网接入速度的提高,发展中国家可以利用电子商务获得产品和服务。由于现在每个公司都有在线营销模式,获得合适的产品和服务也很困难。这导致了网上评论在互联网上的重要性。无论是购买还是财务决策,每个人都必须依赖在线评论。用户给出的关于特定产品或服务的在线评论可能并不总是真实的。一些公司和个人通过欺骗评论来宣传特定的产品或品牌,并贬低其竞争对手。过去已经做了一些事情来解决这个问题,现在公司和研究人员都在试图摆脱这个问题。在这项工作中,我们尽最大努力总结了假评论和假评论者检测的总体问题和挑战。最后,提出了一个框架来处理虚假评论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Framework for Fake Review Detection: Issues and Challenges
With evolution of 4G and availability of wireless Internet access at a much higher speed, makes it possible for developing countries to use E-commerce for getting product and services. As each and every company now-a-days have presence in online mode of marketing, getting the right product as well as service is also tough. This leads to the importance of online reviews on the Internet. For taking purchase as well as financial decisions, every individual have to depend on online reviews. Online reviews given by users regarding a particular product or service may not be always genuine. Some companies as well as individuals trick the reviews to promote a specific product or brand and demote its competitors. A little has been done in past to address this issue and still companies as well as researches are trying to get-rid of this. In this work, we have tried our best to summarize the overall issues as well as challenges for detection of fake reviews as well as fake reviewers. Finally, a framework has been proposed to deal with fake reviews.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信