{"title":"Piano music recommendation algorithm based on deep learning neural network","authors":"Yang Si","doi":"10.1145/3482632.3482739","DOIUrl":null,"url":null,"abstract":"With the improvement of people’s quality of life, music culture develops rapidly in people’s daily life. Piano, as the representative music of Europe, its development is closely related to national culture. Now its popularity is increasing, and it has become one of the components of Chinese fashion. With the rapid growth of the number of digital music, how to find their favorite music in massive music has become a problem for users. Music recommendation system is the best way to solve this problem at present. It can recommend songs that users like to users and find suitable target users for songs. Music recommendation algorithm can reduce users’ information fatigue and improve users’ experience by analyzing the historical behavior of music on demand. This paper takes contentbased recommendation as the main idea, and studies the piano digital music recommendation algorithm based on deep learning technology.","PeriodicalId":165101,"journal":{"name":"2021 4th International Conference on Information Systems and Computer Aided Education","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 4th International Conference on Information Systems and Computer Aided Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3482632.3482739","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
With the improvement of people’s quality of life, music culture develops rapidly in people’s daily life. Piano, as the representative music of Europe, its development is closely related to national culture. Now its popularity is increasing, and it has become one of the components of Chinese fashion. With the rapid growth of the number of digital music, how to find their favorite music in massive music has become a problem for users. Music recommendation system is the best way to solve this problem at present. It can recommend songs that users like to users and find suitable target users for songs. Music recommendation algorithm can reduce users’ information fatigue and improve users’ experience by analyzing the historical behavior of music on demand. This paper takes contentbased recommendation as the main idea, and studies the piano digital music recommendation algorithm based on deep learning technology.