Can Japanese Manga Be Automatically Classified from Public Library Holdings?

Masaki Eto; Teru Agata; Noriko Sugie; Yasuharu Otani; Mari Agata

doi:10.1109/JCDL.2017.7991593

Can Japanese Manga Be Automatically Classified from Public Library Holdings?

Masaki Eto, Teru Agata, Noriko Sugie, Yasuharu Otani, Mari Agata

人文社会学科　図書館・情報系

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

This study addressed the automatic classification of Japanese manga held by public libraries. Holdings of 4,681 public libraries and similar facilities were investigated, and 29,795 manga titles were identified. Hierarchical clustering was applied to 631 titles that were each held by more than one hundred libraries. Five clusters were identified in the upper hierarchy. Principal coordinate analysis and a manual examination of individual titles were performed to identify the common characteristics of the works in each cluster. The results suggest that the proposed method offers a novel approach to large-scale classification of manga titles.

本文言語	English
ホスト出版物のタイトル	2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017
出版社	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子版）	9781538638613
DOI	https://doi.org/10.1109/JCDL.2017.7991593
出版ステータス	Published - 2017 7月 25
イベント	17th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017 - Toronto, Canada 継続期間: 2017 6月 19 → 2017 6月 23

出版物シリーズ

名前	Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
ISSN（印刷版）	1552-5996

Other

Other	17th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017
国/地域	Canada
City	Toronto
Period	17/6/19 → 17/6/23

ASJC Scopus subject areas

工学（全般）

文献へのアクセス

10.1109/JCDL.2017.7991593

他のファイルとリンク

引用スタイル

Eto, M., Agata, T., Sugie, N., Otani, Y., & Agata, M. (2017). Can Japanese Manga Be Automatically Classified from Public Library Holdings? In 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017 Article 7991593 (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/JCDL.2017.7991593

Eto, M, Agata, T, Sugie, N, Otani, Y & Agata, M 2017, Can Japanese Manga Be Automatically Classified from Public Library Holdings? in 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017., 7991593, Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, Institute of Electrical and Electronics Engineers Inc., 17th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017, Toronto, Canada, 17/6/19. https://doi.org/10.1109/JCDL.2017.7991593

@inproceedings{8aee7bfdecdf4f38811ee37b274d3feb,

title = "Can Japanese Manga Be Automatically Classified from Public Library Holdings?",

abstract = "This study addressed the automatic classification of Japanese manga held by public libraries. Holdings of 4,681 public libraries and similar facilities were investigated, and 29,795 manga titles were identified. Hierarchical clustering was applied to 631 titles that were each held by more than one hundred libraries. Five clusters were identified in the upper hierarchy. Principal coordinate analysis and a manual examination of individual titles were performed to identify the common characteristics of the works in each cluster. The results suggest that the proposed method offers a novel approach to large-scale classification of manga titles.",

keywords = "hierarchical clustering, manga, public libraries",

author = "Masaki Eto and Teru Agata and Noriko Sugie and Yasuharu Otani and Mari Agata",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 17th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017 ; Conference date: 19-06-2017 Through 23-06-2017",

year = "2017",

month = jul,

day = "25",

doi = "10.1109/JCDL.2017.7991593",

language = "English",

series = "Proceedings of the ACM/IEEE Joint Conference on Digital Libraries",