{"title":"基于数据分析的音乐相似度模型及算法应用","authors":"Yunsong Jia, Yiming Liu","doi":"10.1109/AIID51893.2021.9456465","DOIUrl":null,"url":null,"abstract":"Rapid analysis of the influences and musical similarities among a large number of composers and genres is of great significance to the study of music development and social change. In this paper, the similarity model based on Minkowski distance is proposed to realize the rapid evaluation, and the validity of the model is verified. It can quickly identify the similarity between music or music groups based on music features. Based on the analysis and mining of ICM data, the characteristics of the individual, genre development mode, influence, and change in music history are obtained.","PeriodicalId":412698,"journal":{"name":"2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A Music Similarity Model Based on Data Analysis and Algorithm Application\",\"authors\":\"Yunsong Jia, Yiming Liu\",\"doi\":\"10.1109/AIID51893.2021.9456465\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Rapid analysis of the influences and musical similarities among a large number of composers and genres is of great significance to the study of music development and social change. In this paper, the similarity model based on Minkowski distance is proposed to realize the rapid evaluation, and the validity of the model is verified. It can quickly identify the similarity between music or music groups based on music features. Based on the analysis and mining of ICM data, the characteristics of the individual, genre development mode, influence, and change in music history are obtained.\",\"PeriodicalId\":412698,\"journal\":{\"name\":\"2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)\",\"volume\":\"46 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-05-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AIID51893.2021.9456465\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIID51893.2021.9456465","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Music Similarity Model Based on Data Analysis and Algorithm Application
Rapid analysis of the influences and musical similarities among a large number of composers and genres is of great significance to the study of music development and social change. In this paper, the similarity model based on Minkowski distance is proposed to realize the rapid evaluation, and the validity of the model is verified. It can quickly identify the similarity between music or music groups based on music features. Based on the analysis and mining of ICM data, the characteristics of the individual, genre development mode, influence, and change in music history are obtained.