Kombinasi Algoritma Brute Force dan Stemming pada Sistem Pencarian Mashdar

Rozzi Kesuma Dinata; Safwandi Safwandi; Novia Hasdyna; Rudi Mahendra

doi:10.24114/cess.v5i2.17989

Authors

Rozzi Kesuma Dinata Universitas Malikussaleh
Safwandi Safwandi Universitas Malikussaleh
Novia Hasdyna Universitas Islam Kebangsaan Indonesia
Rudi Mahendra Universitas Malikussaleh

DOI:

https://doi.org/10.24114/cess.v5i2.17989

Keywords:

Combination, Brute Force, Stemming, Mashdar, Accuracy

Abstract

In this study Brute Force and Stemming algorithms are combined in the mashdar word search system. The purpose of this study is to facilitate the user in finding the basic words of a word along with its changes based on the review of basic words to mashdar. The data used in this study were obtained from 50 books of Tashrif by Sheikh Hasan bin Ahmad. The results of the study by combining brute force and stemming algorithms in mashdar search with a test sample of 15 words obtained an accuracy value of 78.9%, 86.6% precission, 84.6% recall and 66.6% specificity.

References

Putri, E. K., & Setiadi, T. (2014). Penerapan Text Mining Pada Sistem Klasifikasi Email Spam Menggunakan Naive Bayes. Jurnal Sarjana Teknik Informatika, 73-83.

Pratita, H. S. (2016). Analisa Brute Force Attack menggunakan Scanning Aplikasi pada HTTP Attack. 2016.

Al Ajeeli, A. T. (2016). An Intelligent Framework for Natural Language Stems Processing. Global Journal of Computer Science and Technology, 16(1), 22-38.

Bin Ahmad Al-Ahdal, M. (2011). Al Kawakib Ad-Durriyah. Marocco: Haramain.

Herwijayanti, B., Ratnawati, D. E., & Muflikhah, L. (2018). Klasifikasi Berita Online Dengan Menggunakan Pembobotan TF-IDF dan Cosine Similarity. Pengembangan Teknologi Informasi dan Komputer e-ISSN, 2548, 964X.

Pratiwi, H., Arfyanti, I., & Kurniawan, D. (2016). Implementasi Algoritma Brute Force Dalam Aplikasi Kamus Istilah Kesehatan. jurnal ilmiah teknologi informasi terapan, 119-125.

Mei M.L, A. R. (2015). Studi Perbandingan Akurasi Light Stemming dan Khoja Stemming Pada Fi'il Madhi dan Mashdar. Malang: Universitas Islam Negeri Maulana Malik Ibrahim.

Mesran. (2014). Implementasi Algoritma Brute Force Dalam Pencarian Data Katalog Buku Perpustakaan. JurnalMajalah Ilmiah Informasi dan Teknologi Ilmiah (INTI), 100-104.