机器学习在推荐资源和音乐服务数据库开发中的应用

Kseniya V. Tcyguleva, Anna E. Stepanova, D. Silnov
{"title":"机器学习在推荐资源和音乐服务数据库开发中的应用","authors":"Kseniya V. Tcyguleva, Anna E. Stepanova, D. Silnov","doi":"10.1109/AICT50176.2020.9368586","DOIUrl":null,"url":null,"abstract":"The problem of using computer-assisted learning technologies for organization musical recommendations according to user’s preferences. The main content of work is an analysis of spectrograms of musical compositions of various styles and directions and its further processing using the algorithms of neural network. In this research the problem of making new way of musical classification is solving and proving the idea about the fact that musical preferences can be developed on basics of compiling several packs of digital tags, that were stated to compositions because of the work of neural network.","PeriodicalId":136491,"journal":{"name":"2020 IEEE 14th International Conference on Application of Information and Communication Technologies (AICT)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of machine learning in the development of databases of recommendation resources and music services\",\"authors\":\"Kseniya V. Tcyguleva, Anna E. Stepanova, D. Silnov\",\"doi\":\"10.1109/AICT50176.2020.9368586\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The problem of using computer-assisted learning technologies for organization musical recommendations according to user’s preferences. The main content of work is an analysis of spectrograms of musical compositions of various styles and directions and its further processing using the algorithms of neural network. In this research the problem of making new way of musical classification is solving and proving the idea about the fact that musical preferences can be developed on basics of compiling several packs of digital tags, that were stated to compositions because of the work of neural network.\",\"PeriodicalId\":136491,\"journal\":{\"name\":\"2020 IEEE 14th International Conference on Application of Information and Communication Technologies (AICT)\",\"volume\":\"95 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 14th International Conference on Application of Information and Communication Technologies (AICT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AICT50176.2020.9368586\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 14th International Conference on Application of Information and Communication Technologies (AICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AICT50176.2020.9368586","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

利用计算机辅助学习技术根据用户喜好组织音乐推荐的问题。工作的主要内容是利用神经网络算法对不同风格和方向的音乐作品的谱图进行分析和进一步处理。在本文的研究中,通过神经网络的工作,解决并证明了音乐偏好可以在编译数组数字标签的基础上发展的问题,这是音乐分类新方法的问题。
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
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Application of machine learning in the development of databases of recommendation resources and music services
The problem of using computer-assisted learning technologies for organization musical recommendations according to user’s preferences. The main content of work is an analysis of spectrograms of musical compositions of various styles and directions and its further processing using the algorithms of neural network. In this research the problem of making new way of musical classification is solving and proving the idea about the fact that musical preferences can be developed on basics of compiling several packs of digital tags, that were stated to compositions because of the work of neural network.
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
期刊最新文献
Blockchain-based open infrastructure for URL filtering in an Internet browser 2D Amplitude-Only Microwave Tomography Algorithm for Breast-Cancer Detection Information Extraction from Arabic Law Documents An Experimental Design Approach to Analyse the Performance of Island-Based Parallel Artificial Bee Colony Algorithm Automation Check Vulnerabilities Of Access Points Based On 802.11 Protocol
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1