基于内容的视频推荐系统

2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT) Pub Date : 2023-01-19 DOI:10.1109/ICCT56969.2023.10075906

Harshal Shrimali, Rahul Saxena, Kavita

{"title":"基于内容的视频推荐系统","authors":"Harshal Shrimali, Rahul Saxena, Kavita","doi":"10.1109/ICCT56969.2023.10075906","DOIUrl":null,"url":null,"abstract":"We launched a new method of recommending youTube videos. Our algorithm suggests videos based on their semantic similarity to the query using the transcripts of the videos and ranking them using natural language ranking algorithms. In terms of quality and information, our method has the potential to provide better-related videos than tag-based recommendation. This can be useful for recommending educational videos and can be used on ed-tech platforms and MOOC course platforms.","PeriodicalId":128100,"journal":{"name":"2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Content based Video Recommendation System\",\"authors\":\"Harshal Shrimali, Rahul Saxena, Kavita\",\"doi\":\"10.1109/ICCT56969.2023.10075906\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We launched a new method of recommending youTube videos. Our algorithm suggests videos based on their semantic similarity to the query using the transcripts of the videos and ranking them using natural language ranking algorithms. In terms of quality and information, our method has the potential to provide better-related videos than tag-based recommendation. This can be useful for recommending educational videos and can be used on ed-tech platforms and MOOC course platforms.\",\"PeriodicalId\":128100,\"journal\":{\"name\":\"2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCT56969.2023.10075906\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCT56969.2023.10075906","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

我们推出了一种推荐youTube视频的新方法。我们的算法根据视频文本与查询的语义相似度来推荐视频，并使用自然语言排序算法对其进行排序。在质量和信息方面，我们的方法有可能提供比基于标签的推荐更好的相关视频。这对推荐教育视频很有用，可以在教育技术平台和MOOC课程平台上使用。

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

Content based Video Recommendation System

We launched a new method of recommending youTube videos. Our algorithm suggests videos based on their semantic similarity to the query using the transcripts of the videos and ranking them using natural language ranking algorithms. In terms of quality and information, our method has the potential to provide better-related videos than tag-based recommendation. This can be useful for recommending educational videos and can be used on ed-tech platforms and MOOC course platforms.

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

2023 3rd International Conference on Intelligent Communication and Computational Techniques (ICCT)

自引率

0.00%

发文量