Kanika Kamalhans, Anushka Gupta, N. Sharma, Deepak Kumar Sharma
{"title":"Musify:对Spotify的歌曲数据进行方面分析和可视化的应用程序","authors":"Kanika Kamalhans, Anushka Gupta, N. Sharma, Deepak Kumar Sharma","doi":"10.1109/AIST55798.2022.10065226","DOIUrl":null,"url":null,"abstract":"Spotify is a leading music streaming application, with over 180 million users. Its algorithm is designed in a manner that users never run out of relevant songs. Authors in this research work aim to extract, analyze, and visualize how it handles music charts, playlists and the criteria behind song recommendation and studying various components & parameters of music over the years. In this research work, authors have used the Spotify developer platform and built a new application called \"Musify\" and took a small dataset to analyze separately. The output is shown in terms of various charts representing the changes in music over the years, the components of a song, the various hits of different artists etc.","PeriodicalId":360351,"journal":{"name":"2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST)","volume":"214 ","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Musify: An application for Aspect Analysis and Visualization of Spotify’s song data\",\"authors\":\"Kanika Kamalhans, Anushka Gupta, N. Sharma, Deepak Kumar Sharma\",\"doi\":\"10.1109/AIST55798.2022.10065226\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Spotify is a leading music streaming application, with over 180 million users. Its algorithm is designed in a manner that users never run out of relevant songs. Authors in this research work aim to extract, analyze, and visualize how it handles music charts, playlists and the criteria behind song recommendation and studying various components & parameters of music over the years. In this research work, authors have used the Spotify developer platform and built a new application called \\\"Musify\\\" and took a small dataset to analyze separately. The output is shown in terms of various charts representing the changes in music over the years, the components of a song, the various hits of different artists etc.\",\"PeriodicalId\":360351,\"journal\":{\"name\":\"2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST)\",\"volume\":\"214 \",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AIST55798.2022.10065226\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIST55798.2022.10065226","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Musify: An application for Aspect Analysis and Visualization of Spotify’s song data
Spotify is a leading music streaming application, with over 180 million users. Its algorithm is designed in a manner that users never run out of relevant songs. Authors in this research work aim to extract, analyze, and visualize how it handles music charts, playlists and the criteria behind song recommendation and studying various components & parameters of music over the years. In this research work, authors have used the Spotify developer platform and built a new application called "Musify" and took a small dataset to analyze separately. The output is shown in terms of various charts representing the changes in music over the years, the components of a song, the various hits of different artists etc.
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