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Marah Doly Nasution
Universitas Muhammadiyah Sumatera Utara
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management 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 Arni, Nina Asrar Aspia Manurung Ayu Servilita br Sembiring Azis, Zainal Banjarnahor, Roslitha Uli Bela Bela Betti Meliana Nainggolan Cari Nafkah Duha Cici Prastika Dermawan Nasution Dermawan Nasution Dewi Jenawati Dinda Iriani Nasution Edy Surya Eni Jelita Epi Nurlinda Epi Nurlinda Epi Tamala Sari Fajar, Maulana Halim Maulana Hardiansyah Hardiansyah Hutabarat, Dina Safira Ibrahim Ibrahim Ifroh Wulandari Ilhamuddin Irvan Irvan Irvan Irvan Irvan, Irvan Ismail Hanif Batubara istiqomah istiqomah Jamilah Farah Dhiba Jamilah Farah Dhiba Kamaruddin Kamaruddin Khairun Nisah Ladimir Putin Simbolon Milda Rizky Novriani, Milda Rizky Nasution, Dermawan Nasution, Ismail Saleh Nevi Melani Siregar Novriani, Milda Rizky Nurhasanah Nurhasanah Nurlinda, Epi Nusantara, Badai Charamsar Panjaitan, Putri Azzizah Pasaribu, Sarah Amelia Purba, Rismadani Putra, Arianto Putri Azzizah Panjaitan Rahmad Wahyudi Rambe, Isnaini Halimah Rambe, Siti Fatimah Rendy Swanda Ria Nita Fitri Ridwan Ramadhan Rimbawati Rismadani Purba Rismadani Purba Romantica, Krishna Prafidya RR. Ella Evrita Hestiandari Sari, Suci Perwita Sarman Hadi, Nanang Siahaan, Ucok Silitonga, Mamanda Simangunsong, Alfauzan Ramadhanny Siregar, Eanassyalili Jasika Siswadi, Siswadi Siti Aminah Manurung Siti Rahma Dhani Situmorang, Lisna Juniani Sri Hariani Manurung Sri Suharni Subaini Subaini Surya, Edy Syahfitri, Zuliarti Syahputra, Muhammad Romi Syaipul Rizki Simanullang Tua Halomoan Harahap Tua Halomoan Harahap, Tua Halomoan Vinny Apriliana Purba Wita Oktaviani Yoshida Sary Zahedi, Zahedi Zainal Azis Zuani Jesica Pasaribu Zulfi Amri Zulfikar Zulfikar Zulkifley Mohamed Zulkifli Siregar