DocumentCode
2667726
Title
Decision Support in Library Book Acquisition: A Social Computing-Based Approach
Author
Wu, Fan ; Hu, Ya-Han ; Wang, Ping-Rong ; Chung, Feng-I ; Lo, Chia-Lun
Author_Institution
Dept. of Inf. Manage., Nat. Chung Cheng Univ., Ming-Hsiung, Taiwan
fYear
2011
fDate
19-21 Oct. 2011
Firstpage
364
Lastpage
369
Abstract
Due to the explosion of knowledge in the library, the librarians need to make effective decisions in book acquisition under the limited budget. Since librarians can not fully realize the needs of readers, many libraries provide the book recommendation service such that the readers can recommend the books to the libraries. However, the readers may only recommend the books in accordance with their own interest, resulting in the recommended books not meeting the needs of other readers. To facilitate decision-making in book acquisition, this paper used the social network to establish the relationships between the recommender and his/her related readers via the historical circulation records. Upon the social network, this paper uses social computing to evaluate the representative degree of the recommender, and then rank the recommended books. The retrospective and empirical studies are performed to show the effectiveness of the proposed ranking system by the spearman´s rank correlation coefficient. That is, the ranking of the recommended books by the proposed system is very like the two rankings of these books from the analysis of the historical circulation records and the librarian.
Keywords
decision support systems; human computer interaction; library automation; recommender systems; social networking (online); Spearman rank correlation coefficient; book recommendation service; decision support; decision-making; historical circulation records; library book acquisition; ranking system; social computing-based approach; social network; Books; Data mining; Decision making; Libraries; Programming; Social network services; Time factors; book acquisition; library science; recommendation; social computing; social network;
fLanguage
English
Publisher
ieee
Conference_Titel
e-Business Engineering (ICEBE), 2011 IEEE 8th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4577-1404-7
Type
conf
DOI
10.1109/ICEBE.2011.40
Filename
6104643
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