通过深度学习的高级推荐系统

Proceedings of the 3rd International Conference on Networking, Information Systems & Security Pub Date : 2020-03-31 DOI:10.1145/3386723.3387870

Mohamed Khoali, Abdelhak Tali, Yassin Laaziz

{"title":"通过深度学习的高级推荐系统","authors":"Mohamed Khoali, Abdelhak Tali, Yassin Laaziz","doi":"10.1145/3386723.3387870","DOIUrl":null,"url":null,"abstract":"Many companies have realized the importance of deep learning, which justifies their growing interest in the use of recommender systems to boost their sales. They aim to predict users' intents and recommend products likely to be of their interests. The purpose of this study is to provide a review of deep learning techniques for recommendation systems that have been used in research and industry.","PeriodicalId":139072,"journal":{"name":"Proceedings of the 3rd International Conference on Networking, Information Systems & Security","volume":"112 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Advanced Recommendation Systems Through Deep Learning\",\"authors\":\"Mohamed Khoali, Abdelhak Tali, Yassin Laaziz\",\"doi\":\"10.1145/3386723.3387870\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many companies have realized the importance of deep learning, which justifies their growing interest in the use of recommender systems to boost their sales. They aim to predict users' intents and recommend products likely to be of their interests. The purpose of this study is to provide a review of deep learning techniques for recommendation systems that have been used in research and industry.\",\"PeriodicalId\":139072,\"journal\":{\"name\":\"Proceedings of the 3rd International Conference on Networking, Information Systems & Security\",\"volume\":\"112 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-03-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 3rd International Conference on Networking, Information Systems & Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3386723.3387870\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 3rd International Conference on Networking, Information Systems & Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3386723.3387870","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 8

摘要

许多公司已经意识到深度学习的重要性，这证明了他们对使用推荐系统来提高销售的兴趣越来越大。他们的目标是预测用户的意图，并推荐可能符合他们兴趣的产品。本研究的目的是对已经在研究和工业中使用的推荐系统的深度学习技术进行综述。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Advanced Recommendation Systems Through Deep Learning

Many companies have realized the importance of deep learning, which justifies their growing interest in the use of recommender systems to boost their sales. They aim to predict users' intents and recommend products likely to be of their interests. The purpose of this study is to provide a review of deep learning techniques for recommendation systems that have been used in research and industry.

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

Proceedings of the 3rd International Conference on Networking, Information Systems & Security

自引率

0.00%

发文量