Modeling changes in demands for books with elapsed time from publication

Kensuke Baba; Toshiro Minami; Eisuke Ito

doi:10.1007/978-3-319-21407-8_13

Modeling changes in demands for books with elapsed time from publication

Kensuke Baba
, Toshiro Minami
, Eisuke Ito

研究成果 › 査読

1 被引用数 (Scopus)

抄録

Book selection in libraries should be conducted on the basis of analyses on circulation data. In addition to the number of loans, the change of the number over time can be a criterion for book selection. This paper proposes a model to represent the change of the number with the time from publication. The proposed model is applied to practical circulation data in a library and is evaluated in terms of the root mean square errors. As a result, the proposed model is suitable compared with the standard one. Additionally, this paper analyzes the differences of the changes between classified books which are obtained by the previous analysis. The information obtained by applying the proposed model to circulation data is expected to be utilized for book selection.

本文言語	English
ページ（範囲）	172-181
ページ数	10
ジャーナル	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
巻	9156
DOI	https://doi.org/10.1007/978-3-319-21407-8_13
出版ステータス	Published - 2015
外部発表	はい
イベント	15th International Conference on Computational Science and Its Applications, ICCSA 2015 - Banff 継続期間: 6月 22 2015 → 6月 25 2015

ASJC Scopus subject areas

理論的コンピュータサイエンス
コンピュータサイエンス一般

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10.1007/978-3-319-21407-8_13

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引用スタイル

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title = "Modeling changes in demands for books with elapsed time from publication",

abstract = "Book selection in libraries should be conducted on the basis of analyses on circulation data. In addition to the number of loans, the change of the number over time can be a criterion for book selection. This paper proposes a model to represent the change of the number with the time from publication. The proposed model is applied to practical circulation data in a library and is evaluated in terms of the root mean square errors. As a result, the proposed model is suitable compared with the standard one. Additionally, this paper analyzes the differences of the changes between classified books which are obtained by the previous analysis. The information obtained by applying the proposed model to circulation data is expected to be utilized for book selection.",

keywords = "Book selection, Circulation data, Data mining, Library, Obsolescence",

author = "Kensuke Baba and Toshiro Minami and Eisuke Ito",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 15th International Conference on Computational Science and Its Applications, ICCSA 2015 ; Conference date: 22-06-2015 Through 25-06-2015",

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doi = "10.1007/978-3-319-21407-8\_13",

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TY - JOUR

T1 - Modeling changes in demands for books with elapsed time from publication

AU - Baba, Kensuke

AU - Minami, Toshiro

AU - Ito, Eisuke

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2015.

PY - 2015

Y1 - 2015

N2 - Book selection in libraries should be conducted on the basis of analyses on circulation data. In addition to the number of loans, the change of the number over time can be a criterion for book selection. This paper proposes a model to represent the change of the number with the time from publication. The proposed model is applied to practical circulation data in a library and is evaluated in terms of the root mean square errors. As a result, the proposed model is suitable compared with the standard one. Additionally, this paper analyzes the differences of the changes between classified books which are obtained by the previous analysis. The information obtained by applying the proposed model to circulation data is expected to be utilized for book selection.

AB - Book selection in libraries should be conducted on the basis of analyses on circulation data. In addition to the number of loans, the change of the number over time can be a criterion for book selection. This paper proposes a model to represent the change of the number with the time from publication. The proposed model is applied to practical circulation data in a library and is evaluated in terms of the root mean square errors. As a result, the proposed model is suitable compared with the standard one. Additionally, this paper analyzes the differences of the changes between classified books which are obtained by the previous analysis. The information obtained by applying the proposed model to circulation data is expected to be utilized for book selection.

KW - Book selection

KW - Circulation data

KW - Data mining

KW - Library

KW - Obsolescence

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DO - 10.1007/978-3-319-21407-8_13

M3 - Conference article

AN - SCOPUS:84982238797

SN - 0302-9743

VL - 9156

SP - 172

EP - 181

JO - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

JF - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

T2 - 15th International Conference on Computational Science and Its Applications, ICCSA 2015

Y2 - 22 June 2015 through 25 June 2015

ER -

Modeling changes in demands for books with elapsed time from publication

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