An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlists - Collections | Kyushu University Library

＜conference paper＞
An Approach to Analyzing Correlation between Songs/Artists Using iTMS Playlists

Creator	Creator Name Dou, Yufeng 竇, 鈺峰トウ, ギョクホウ Affiliation Affiliation Name Graduate School of Information Science and Electrical Engineering, Kyushu University : Graduate Student 九州大学大学院システム情報科学府 : 修士
	Author PID K000019 Creator Name Ito, Eisuke 伊東, 栄典イトウ, エイスケ Affiliation Affiliation Name Computing and Communications Center, Kyushu University : Associate Professor : Information Science 九州大学情報基盤センター : 准教授 : 情報学
	Author PID K000021 Creator Name Ikeda, Daisuke 池田, 大輔イケダ, ダイスケ Affiliation Affiliation Name Kyushu University Library : Associate Professor : Information Science 九州大学附属図書館 : 准教授 : 情報学
	Author PID K000008 Creator Name Hirokawa, Sachio 廣川, 佐千男ヒロカワ, サチオ Affiliation Affiliation Name Computing and Communications Center, Kyushu University : Professor : Information Science 九州大学情報基盤センター : 教授 : 情報学
Language	English
Date	2005-12
Source Title	Proceeding of the International Conference on Intelligent Agents, Web Technology andInternet Commerce (IAWTIC '2005)
Publication Type	Accepted Manuscript
Access Rights	open access
Related DOI	Proceeding of the International Conference on Intelligent Agents, Web Technology andInternet Commerce (IAWTIC '2005)
Related DOI	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1631434&tag=1
Related URI	Proceeding of the International Conference on Intelligent Agents, Web Technology andInternet Commerce (IAWTIC '2005)
Related URI	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1631434&tag=1
Relation	Proceeding of the International Conference on Intelligent Agents, Web Technology andInternet Commerce (IAWTIC '2005)
Relation	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1631434&tag=1
Abstract	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.show more

Hide fulltext details.

File	FileType	Size	Views	Description
iawtic05-final	pdf	553 KB	557

Details

Record ID	15940
Peer-Reviewed	Refereed
Created Date	2009.12.22
Modified Date	2020.11.17