Implementation of Text Mining for Book Classification Based on Dewey Decimal Clasification (Ddc) In Stmik Asia Malang Library Based Vector Space Model

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Sunu Jatmika Maria Theresia Indriastuti Gibran Adna Wafdulloh

Abstract

ASIA University Library has a problem in the grouping of new books in large numbers, because the DDC is a parameter for the grouping of the book has not been entered into the library information system, so that when the librarian input some books, they should be viewed DDC before entering into the system and it was very reducing the work time efficiently. Those problems can be solved by adding the new intelligent system in the application, namely the pre-processing algorithms that has tokenizing phase, filtering, and stemming use Nazief Andriani and then compared to find similarities documents or title with Vector Space Model algorithm. From the test that results using the algorithm above, eventually the system could resolve the problems in the library of ASIA that is this system has a recall value by 63% and the value of Precision by 72%. These results meet on the effectiveness of information retrieval system that the accuracy of a value is at least 50%.

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How to Cite
JATMIKA, Sunu; INDRIASTUTI, Maria Theresia; WAFDULLOH, Gibran Adna. Implementation of Text Mining for Book Classification Based on Dewey Decimal Clasification (Ddc) In Stmik Asia Malang Library Based Vector Space Model. POSITIF : Jurnal Sistem dan Teknologi Informasi, [S.l.], v. 4, n. 2, p. 103-112, nov. 2018. ISSN 2460-9552. Available at: <http://ejurnal.poliban.ac.id/index.php/Positif/article/view/567>. Date accessed: 24 july 2019. doi: https://doi.org/10.31961/positif.v4i2.567.
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References

Cahyono, J. T., Purnama, B. E., & Sukadi.Pembuatan Sistem Informasi Rental Mobil Purnama Rent Car Ploso Pacitan Berbasis Web.Pacitan. IJNS Accepted Paper.2013.

Chowdhury Roy A.,Bhattacharyya K.A., and Chattopadhyay P. Study On Functional Properties Of Raw And Blended Jackfruit Seed Flour (A Nonconventional Source) For Food Application. Indian Journal of Natural Products and Resources.2012

Even, Yahir dan Zohar. Introductions to text mining. University of Illions. Automeated Learning Group National Center for Supercomputing aplications.2002

Feldman, R., dan Sanger, J. The Text Mining Handbook :. Cambridge University Press.Advanced Approach in Analyzing Unstructured Data.2007.

Han, J & Kamber, M.Data Mining : Concepts and Techniques.2001.

Hasugian, Jonner. Dasar-Dasar Ilmu Perpustakaan dan Informasi. Medan: USU Press. 2009.

Kent, A. Information Analysis and Retrieval, 3 rd Edition.New York.Becker and Heys.1971.

Lancaster, F.W. 1979. Information Retrieval Systems: Characteristics, Testing, and Evaluation, 2 nd Edition.New York.John Wiley.1979.

Reitz, Joan M.Dictionary for Library for Library and Information Science. Westport: Libraries Unlimited.2004.

Sutabri, Tata. Analisa Sistem Informasi. Edisi Pertama. Yogyakarta: Andi.2004.

Zaenab, Ratu Siti. Efektivitas Temu Kembali Informasi Dengan Menggunakan Bahasa Alami Pada CD-ROM AGRIS dan CAB ABSTRACT, dalam Jurnal Pustakawan Pertanian Vol. 11.2002