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All Journal Jurnal Infinity Kreano, Jurnal Matematika Kreatif-Inovatif Journal of Mathematics Education and Application (JMEA) EDUTECH: Jurnal Ilmu Pendidikan dan Ilmu Sosial AKSIOMA JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Numeracy : Jurnal Ilmiah Pendidikan Matematika BAREKENG: Jurnal Ilmu Matematika dan Terapan Jurnal Pendidikan Matematika Raflesia Indonesian Journal of Primary Education JURNAL TARBIYAH Zero : Jurnal Sains, Matematika, dan Terapan AXIOM : Jurnal Pendidikan dan Matematika JURNAL PENDIDIKAN TAMBUSAI Teorema: Teori dan Riset Matematika Jurnal Cendekia : Jurnal Pendidikan Matematika MAJU : Jurnal Ilmiah Pendidikan Matematika Gammath : Jurnal Ilmiah Program Studi Pendidikan Matematika Indonesian Journal of Education and Mathematical Science PHI: Jurnal Pendidikan Matematika Computer Science and Information Technologies Didaktik : Jurnal Ilmiah PGSD STKIP Subang Jurnal Penelitian, Pendidikan dan Pengajaran: JPPP Al'adzkiya International of Education and Sosial (AIoES) Journal Journal Mathematics Education Sigma [JMES] Mosharafa: Jurnal Pendidikan Matematika Journal of English Language and Education ABDI SABHA (Jurnal Pengabdian kepada Masyarakat) Education Journal of Indonesia (EJI) Dharmas Education Journal (DE_Journal) Education Achievement: Journal of Science and Research Jurnal MathEducation Nusantara Innovative: Journal Of Social Science Research Jurnal Infinity
Marah Doly Nasution
Universitas Muhammadiyah Sumatera Utara
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemistry Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Energy Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Public Health Social Sciences Transportation Other

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Journal : Computer Science and Information Technologies

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Clustering of uninhabitable houses using the optimized apriori algorithm Al-Khowarizmi Al-Khowarizmi; Marah Doly Nasution; Yoshida Sary; Bela Bela
Computer Science and Information Technologies Vol 5, No 2: July 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/csit.v5i2.p150-159

Abstract

Clustering is one of the roles in data mining which is very popularly used for data problems in solving everyday problems. Various algorithms and methods can support clustering such as Apriori. The Apriori algorithm is an algorithm that applies unsupervised learning in completing association and clustering tasks so that the Apriori algorithm is able to complete clustering analysis in Uninhabitable Houses and gain new knowledge about associations. Where the results show that the combination of 2 itemsets with a tendency value for Gas Stove fuel of 3 kg and the installed power meter for the attribute item criteria results in a minimum support value of 77% and a minimum confidence value of 87%. This proves that a priori is capable of clustering Uninhabitable Houses to help government work programs.
Co-Authors Ahmad Ahmad Ahmad Muarif Boangmanalu Akbar, Rahmat Al Khowarizmi Alfauzan Ramadhanny Simangunsong Arni, Nina Azis, Zainal Bela Bela Cari Nafkah Duha Cici Prastika Dinda Iriani Nasution Edy Surya Epi Nurlinda Epi Tamala Sari Fajar, Maulana Halim Maulana Hutabarat, Dina Safira Ifroh Wulandari Irvan, Irvan Ismail Hanif Batubara Khairun Nisah Manurung, Asrar Aspia Milda Rizky Novriani, Milda Rizky Nasution, Dermawan Nasution, Ismail Saleh Novriani, Milda Rizky Nurlinda, Epi Nusantara, Badai Charamsar Panjaitan, Putri Azzizah Purba, Rismadani Putra, Arianto Rahmad Wahyudi Rambe, Isnaini Halimah Rambe, Siti Fatimah Ria Nita Fitri Ridwan Ramadhan Rimbawati Rismadani Purba Romantica, Krishna Prafidya RR. Ella Evrita Hestiandari SARI, SUCI PERWITA Silitonga, Mamanda Siswadi, Siswadi Siti Aminah Manurung Siti Rahma Dhani Situmorang, Lisna Juniani Subaini Subaini Surya, Edy Syahfitri, Zuliarti Syahputra, Muhammad Romi Syaipul Rizki Simanullang Tua Halomoan Harahap Tua Halomoan Harahap, Tua Halomoan Wita Oktaviani Yoshida Sary Zahedi, Zahedi Zainal Azis Zulfi Amri Zulfikar Zulfikar Zulkifley Mohamed Zulkifli Siregar