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Aplikasi Rekomendasi Buku Pada Katalog Perpustakaan Universitas Multimedia Nusantara Menggunakan Vector Space Model

Oeyliawan, Richard Firdaus and Gunawan, Dennis (2017) Aplikasi Rekomendasi Buku Pada Katalog Perpustakaan Universitas Multimedia Nusantara Menggunakan Vector Space Model. Ultimatics : Jurnal Teknik Informatika, 9 (2). ISSN 2085-4552

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Official URL: https://ejournals.umn.ac.id/index.php/TI/article/v...

Abstract

Library is one of the facilities which provides information, knowledge resource, and acts as an academic helper for readers to get the information. The huge number of books which library has, usually make readers find the books with difficulty. Universitas Multimedia Nusantara uses the Senayan Library Management System (SLiMS) as the library catalogue. SLiMS has many features which help readers, but there is still no recommendation feature to help the readers finding the books which are relevant to the specific book that readers choose. The application has been developed using Vector Space Model to represent the document in vector model. The recommendation in this application is based on the similarity of the books description. Based on the testing phase using one-language sample of the relevant books, the F-Measure value gained is 55% using 0.1 as cosine similarity threshold. The books description and variety of languages affect the F-Measure value gained.

Item Type: Article
Uncontrolled Keywords: Book Recommendation, Porter Stemmer, SLiMS Universitas Multimedia Nusantara, TF-IDF, Vector Space Model
Subjects: 000 Computer Science, Information and General Works > 000 Computer Science, Knowledge and Systems
000 Computer Science, Information and General Works > 000 Computer Science, Knowledge and Systems > 006 Special Computer Methods (Artificial Intelligence, Machine Learning, 3D Graphics, Digital Video, Data Mining, Augmented Reality)
000 Computer Science, Information and General Works > 020 Library and Information Sciences
Divisions: Fakultas Teknik Informatika > Program Studi Informatika
Depositing User: mr admin umn
Date Deposited: 07 Oct 2021 04:02
Last Modified: 07 Oct 2021 04:02
URI: http://kc.umn.ac.id/id/eprint/18566

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