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All Journal Pythagoras: Jurnal Matematika dan Pendidikan Matematika Jurnal Ilmiah Farmasi EKSAKTA: Journal of Sciences and Data Analysis Jurnal Fakultas Ekonomi : OPTIMAL Jurnal Ilmu Dasar Jurnal Matematika & Sains Economic Education Analysis Journal Prosiding SI MaNIs (Seminar Nasional Integrasi Matematika dan Nilai-Nilai Islami) Jurnal Pendidikan Ekonomi Jurnal Pemberdayaan Masyarakat Madani (JPMM) JITK (Jurnal Ilmu Pengetahuan dan Komputer) Unisda Journal of Mathematics and Computer Science (UJMC) JURNAL EKONOMI PENDIDIKAN DAN KEWIRAUSAHAAN JURNAL PENA EDUKASI Jurnal Inovasi dan Teknologi Pembelajaran (JINOTEP) Kajian dan Riset Dalam Teknologi Pembelajaran Jurnal Pendidikan Administrasi Perkantoran (JPAP) Jurnal Akuntansi, Ekonomi dan Manajemen Bisnis Jurnal Pendidikan Administrasi Perkantoran (JPAP) Journal of Office Administration : Education and Practice Smart Society: Community Service and Empowerment Journal Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya Indonesian Journal of Society Development (IJSD) Journal of Economics Jurnal Inovasi Pendidikan Agama Islam Science and Education Journal JOTTER Pajak dan Manajemen Keuangan Emerging Statistics and Data Science Journal CEJou
Jaka Nugraha
Department Of Statistics, Faculty Of Mathematics And Natural Sciences, Universitas Islam Indonesia
Religion Arts Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Social Sciences Other

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Journal : Unisda Journal of Mathematics and Computer Science (UJMC)

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Perbandingan Rough Set dan Algoritma Apriori untuk Sistem Rekomendasi Perpustakaan muhammad muhajir; Jaka Nugraha; Rachmad Febrian
Unisda Journal of Mathematics and Computer Science (UJMC) Vol 4 No 2 (2018): Unisda Journal of Mathematics and Computer Science
Publisher : Mathematics Department of Mathematics and Natural Sciences Unisda Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (571.358 KB) | DOI: 10.52166/ujmc.v4i2.1241

Abstract

The recommendation system is a dynamic information filtering system that is produced according to user interests or behavior. The recommendation system in the library can provide book references based on user interests or characteristics. UII Central Library has an information system in the form of a database of book lending transactions that can be used for a recommendation system. The method is a rough set and apriori algorithm. This study compares 2 methods to get the best method that can be applied in the recommendation system. The results obtained by the number of rough set rules as many as 14 rules with an average coverage of 0,01111 and average accuracy of 0,87416 and the number of apriori algorithm rules as many as 23 rules with an average support of 0,00276 and average confidence of 0,87458. Based on the number rules, the average value of accuracy or confidence, the apriori algorithm mehod is a method that can be used for the recommendation system in the UII Central Library.
Co-Authors AA Sudharmawan, AA ACHMAD FAUZAN Achmad, Sarifa Andi Wafda Anik Kurnia Ningsih ARIANTI, ANA ARINI HANDAYANI, FARAH Arum Pujiastuti ARUMA NURFITRIANA, MEGA Azizah - Azlyna, Via Nur BIMA SAKTI, MUHAMAD Bima Yatna Anugerah Ramadhani Brillian Rosy BUDI SETIAWAN Chandrasari, Agnes Monica Dwi Choirul Nikmah CHURRIYAH, UCI Devi Ratnasari Dhomas Hatta Fudholi Dwirana, Adinda Bilqisth Dzakiyyah, Nuraini Faza Muhammad Sukarsono Febrika Yogie Hermanto FITRI LISTIANI, ARUM Fitri Nugraheni Gunawan, Firli Putri Hablinawati, Laela Handini, Han Tantri Hasan Basri Hazmi, Chelsea Refma Valmay Al Imtitsal Puspa Wahyu Nabillah Irwan Nuryana Kurniawan Is Fatimah Isoliani, Ines Etha KURNIAWATI DWI SAFITRI, AGUS Latifah, Ambayun Lestari, Ika Dwi M.Rahmat Ramadhan Maharani, Shania Puspita MAITA SARI, DITA Meisyaroh Catur Wulandari Meylia Elizabeth Ranu Muhammad Arif Muhammad Hasan Sidiq Kurniawan Muhammad Muhajir, Muhammad Ninda Firnia Febrinda NIRWANASARI, YULI NURUL HIDAYAH Octavia, Agnes Christa Belliem Orlensyah, Ira Ouariach, Fatima Zahra Ouariach, Soufiane PRATIWI ANGGUNTARI, YUSI Prawesti, Inna Putrawan, Syach Fitra Wahyu Putri Avrilusita, Cinta Davia Rachmad Febrian Radeni Sukma Indra Dewi Rani, Lala Aulia Sanria Ratna Ekawati Rern-Jay Hung Reza Maulana rohmawati, erna SAIFUL ISLAM, ZAKKY Sari, Yuni Purnama Sri Haryatmi Sri Haryatmi Sri Haryatmi Sugesti, Anggun suryo Guritno Suryo Guritno Susanti, Erik Syahputri, Raissa Ayuni Triesninda Pahlevi Uray Hety Humaira Wananda, Titania Tasya Wardani, Vindi Kusuma Wicaksono, Samsiar Tri Bagus Zhumrotul Muniroh