Vector Space Models On Data Search Applications Based On Information Retrieval System

Andri Syahrian Eka Putra, Allen Adiguna, Aang Arif Munandar, Mercurius Broto Legowo

Abstract


The problem of finding student data that is large enough so that it is difficult to retrieve information about students is a problem that occurred at FTI Perbanas Institute Jakarta. Information retrieval is based on queries by users, who are expected to find documents based on user needs to be known as Information Retrieval. One method that can be used for this problem is the VSM or Vector Space Model method. The purpose of this study is to implement the Vector Space Model for search engines to be able to provide text document information in the right database using certain keywords. The results of the search are represented by the order and ranking of similarities of documents with queries. The expected results are a system application that makes it easier for users to be able to collect data or documents that are owned quickly, easily and accurately. This system application will be a very useful tool for optimal data search.

Keywords


Information retrieval, queries, vector space model, document, system.

Full Text:

PDF

References


REFERENCES

H. Bunyamin and C. P. Negara, “Aplikasi Information Retrieval ( IR ) CATA Dengan Metode Generalized Vector Space Model,” J. Inform., vol. 4, no. 1, pp. 29–38, 2008.

N. A. Suwastika, Y. F. A, and D. S. Kusumo, “ANALISIS DAN IMPLEMENTASI VECTOR SPACE MODEL (VSM) PADA INFORMATION RETRIEVAL,” Tugas Akhir, 2009.

F. Amin, “IMPLEMENTASI SEARCH ENGINE (MESIN PENCARI) MENGGUNAKAN METODE VECTOR SPACE MODEL Fatkhul Amin Dosen Fakultas Teknologi Informasi Universitas Stikubank Semarang,” Din. Tek., vol. V, no. 1, pp. 45–58, 2011.

H. Wardana, Y. F. A, and W. Maharani, “Re-updating index dengan metode b-tree pada desktop search berbasis information retrieval,” Tugas Akhir, 2010.

N. Safaat, “Pemrograman Aplikasi Mobile Smartphone dan Tablet PC Berbasis Android,” Book, 2012.

R. Baeza-yates and B. Ribeiro-Neto, “Modern Information Retrieval,” Article, no. July 1999, 2015.

P. E. Mas’udia, M. D. Atmadja, and L. D. Mustafa, “Information Retrieval Tugas Akhir Dan Perhitungan Kemiripan,” J. SIMETRIS, vol. 8, no. 1, pp. 355–362, 2017.

F. Nadirman, “Sistem Temu-Kembali Informasi Dengan Metode Vector Space Model Skripsi Sistem Temu-Kembali Informasi Dengan Metode Vector Space Model,” Skripsi, 2006.

W. Hidayat, “Indexing and Retrieval Engine untuk Dokumen Berbahasa Indonesia dengan Menggunakan Inverted Index,” Semin. Nas. Inform. dan Apl. 2015, no. October, 2013.

J. O’Brien, “Introduction to information systems: Essentials for the internet worked e-business enterprise,” 10th Ed. IrwinMcGrawHill, New York, 2001.

S. P. Roger, “Rekayasa Perangkat Lunak Pendekatan Praktisi (BUKU SATU),” ANDI. Yogyakarta, 2002.

M. Singarimbun, “Tipe, Metode dan Proses Penelitian” dalam Masri Singarimbun & Sofian Effendi (ed) Metode Penelitian Survei,” Jakarta: LP3ES, pp. 3–24, 1988.

N. S. Sukmadinata, “Metode penelitian pendidikan,” Progr. Pascasarj. Univ. Pendidik. Indones. dengan PT Remaja Rosdakarya, 2005.

H. B. Sutopo, “Pengantar Penelitian Kualitatif,” Surakarta UNS, 2006.

S. Veranita and M. Broto, “Penerapan Metode Economic Order Quantity Pada Rancangan Aplikasi Inventory Control System,” J. RESTI (Rekayasa Sist. dan Teknol. Informasi), vol. 2, no. 3, pp. 768–774, 2018.

A. S. Rosa and M. Shalahudin, “Pembelajaran Rekayasa Perangkat Lunak,” Bandung. Modul., 2011.


Refbacks



Copyright (c) 2019 Andri Syahrian Eka Putra

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.