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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Prosiding SNATIF Jurnal Teknologi Elektro JOIN (Jurnal Online Informatika) Jurnal Pendidikan Terbuka Dan Jarak Jauh Diseminasi : Jurnal Pengabdian kepada Masyarakat
Dian Nursantika
Universitas Terbuka
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

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Perbandingan Metode Cosine Similarity Dengan Metode Jaccard Similarity Pada Aplikasi Pencarian Terjemah Al-Qur'an dalam Bahasa Indonesia Nurdiana, Ogie; Jumadi, Jumadi; Nursantika, Dian
JOIN (Jurnal Online Informatika) Vol 1 No 1 (2016)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v1i1.12

Abstract

Todays there are more applications supporting Al-Qur'an to facilitate such a study, which could be called digital Al-Qur'an. But when using applications digital Al-Qur'an, which has many applications users experience difficulties when searching for a word that users want.This occurs when users misspell a word you want to search and applications that are not yet able to identify or justify the wrong word. In this thesis made the information retrieval system that is used to find information that is relevant to the needs of its users automatically based on conformity to the query of a collection of information.Algoritma used to determine the similarity (degree of similarity) or relevant similarity algoritma, cosine, Jaccard, and nearest neighbor (k-nn) for comparing algoritma that are more relevant to the translation application alquran. The test result proves that the cosine similarity algoritma has the highest value with the percentage of 41% compared with Jaccard 19% algoritma and nearest neighbor (k-nn) 40% on translation of Al-Qur'an as much 6326 document and 33 query different experiments.
Co-Authors Aditya Mahmud Faza, Aditya Mahmud Agfianto Eko Putra Andri Suryadi Asep Sholahuddin Asep Yulyandi Budiman, Zillan Taufiq Cepy Slamet Dani Syahid, Dani Deddy Ahmad Suhardi Eka Julianti Erman Arif Esmeralda C Djamal Faiza Renaldi Faiza Renaldi, Faiza Fajri Rakhmat Umbara Gunawan Abdillah Heny Kurniawati Hidayat, Mazid Husaeni, Dwi Novia Al Huseani, Dwi Fitria Al Ika Purwanti Ningrum Imam Firmansyah Imam Firmansyah Juli Rejito Jumadi Jumadi Kusumastuti, Suci Wulandari Lintang Patria Mazid Hidayat Nurdiana, Dian Ogie Nurdiana, Ogie Piantari, Erna Ratna Karmila Rediansyah, Tri Setiawan Hadi Sri Utami Suci Wulandari Kusumastuti Tacbir Hendro P Tacbir Hendro Pudjiantoro Tri Rediansyah Umbara, Fajri Rakhmat Urwah, Mushfani Ainul Wina Witanti Wina Witanti Yeni Purnamasari Zillan Taufiq Budiman