<会議発表論文>
An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlists

作成者
本文言語
発行日
収録物名
出版タイプ
アクセス権
関連DOI
関連URI
関連情報
概要 Digital audio devices have been changing music entertainment environment. Those devices are bundled with music jukebox software, such as Apple’s iTunes, Sony’s CONNECT player. Jukebox software not onl...y enables us to recode, play, search, purchase music on PC, but also to manage playlist. Anybody can make his/her own playlists, and play music according to the list. In this paper, we focus on iTMS (iTunse Music Stroe) playlists and use them as the data minig resources for a music recommendation system, then developing correlation measuring methods. We have retrieved about 13,000 playlists, and analyzed the frequency of artists/songs and the co-occurrence of artists/songs in the playlists. Through the result data, we found out that all graphs we drew are follow the Zipf’s law. Furthermore, we have analyzed the hierarchical relation between songs according to their popularity. We proposed a basic idea of popularity measuring method.続きを見る

本文ファイル

pdf iawtic05-final pdf 553 KB 564  

詳細

レコードID
査読有無
登録日 2009.12.22
更新日 2020.11.17

この資料を見た人はこんな資料も見ています