JIKSI (Jurnal Ilmu Komputer dan Sistem Informasi)
Vol 6, No 1 (2018): JURNAL ILMU KOMPUTER DAN SISTEM INFORMASI

PEMBUATAN APLIKASI PENENTUAN TINGKAT KEMIRIPAN ANTAR DOKUMEN TEKS MENGGUNAKAN METODE VECTOR SPACE MODEL

Alfine Candra Cuaca (Unknown)
Lely Hiryanto (Unknown)
Tri Sutrisno (Unknown)



Article Info

Publish Date
12 Nov 2018

Abstract

The application of similarity detection between text documents created using Vector Space Model (VSM) method gives result of similarity degree values and percentage of similarity between comparison document and the test documents. The process of this method, first calculates the word weight with pre-processing that is using Term Frequency – Inverse Document Frequency (TF-IDF), then calculates the dot product between comparison documents with each test document and dot product document with the document itself, then to calculate the angle using cosine similarity to get the similarity degree values between the comparison documents with each test document.The test is done by using data from the students of Faculty of Information Technology, Tarumanagara University amounted to 21 people which divided into 4 sections, namely chapter I, chapter III, chapter IV, and chapter V. The test results showed that the application can operate the VSM method well and in the testing process, VSM method is not affected by the length of the documents and also not affected by the word order.

Copyrights © 2018






Journal Info

Abbrev

jiksi

Publisher

Subject

Computer Science & IT Mathematics Other

Description

Jurnal Ilmu Komputer dan Sistem Informasi (JIKSI) diterbitkan oleh Fakultas Teknologi Informasi Universitas Tarumanagara (FTI Untar) Jakarta sebagai media publikasi karya ilmiah mahasiswa program studi Teknik Informatika dan Sistem Informasi FTI Untar. Karya-karya ilmiah yang dihasilkan berupa hasil ...