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All Journal Proceeding of the Electrical Engineering Computer Science and Informatics JOIV : International Journal on Informatics Visualization Journal of Information Technology and Computer Science JRSI (Jurnal Rekayasa Sistem dan Industri) IJISTECH (International Journal Of Information System & Technology) JURTEKSI JOURNAL OF SCIENCE AND SOCIAL RESEARCH IJIES (International Journal of Innovation in Enterprise System) Jurnal Teknologi Dan Sistem Informasi Bisnis Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang Cakrawala Repositori Imwi IJISTECH Charity : Jurnal Pengabdian Masyarakat eProceedings of Engineering Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen)
Rachmadita Andreswari
Telkom University
Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Social Sciences

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Journal : IJISTECH

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Application of Data Mining For Clustering Car Sales Using The K-Means Clustering Algorithm Hutasoit, Michael Nico; Fa’rifah, Riska Yanu; Andreswari, Rachmadita
IJISTECH (International Journal of Information System and Technology) Vol 7, No 2 (2023): The August edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v7i2.307

Abstract

In the digital era, data is at the core of business continuity. The need for fast, precise and accurate information is needed. Cars are one of the tertiary needs. This means of transportation is a relatively fast development and innovation business. Car sales in Indonesia recorded a reasonably high number in 2014 - 2018, namely 4.157.580 units sold. The highest sales were MPV car types being the most popular type of car, and there are many types of cars in Indonesia, including Sedans, SUV, 7 Seater SUV, and City Car types, and the enthusiasts need to play more. Hence, it is exciting to study. The variety of car brands with competing prices makes it difficult for consumers to choose the right car to buy according to their needs. This can be solved by applying data mining to cluster car sales using the k-means clustering algorithm. The goal is to know the characteristics of the car from each attribute. The k-Means algorithm is used for cluster formation based on five attributes: CC, Tank Capacity, GVW (Kg), Seater, and Door. The elbow and silhouette score methods determine the optimal number of clusters (k). The result is 4 clusters, cluster 0 (High-Performance Heavy Car), cluster 1 (Small Family Car), cluster 2 (High-Performance Small Car), and cluster 3 (Medium Performance Car). The 4 Cluster results are based on the evaluation/validation of the Elbow Method and Silhouette.
Co-Authors Adha, Nizur Adi , Taufik Nur Adi Purnomo Sidik Aditya Salam, Iqbal Agung Sutrisno Aisya Hanifa Alvi Syahrina Anadia Salsabella Syakhina Andhy Bhaskoro Andrini Hanariana Andyani Chris Thalia Udiono Anggraeni Xena Paradita Annisa Umaira Arrahim Arfin Al Hafizh Ari Yanuar Ari Yanuar Ridwan Ari Yanuar Yanuar Arkhan M , Mochammad Alifha Asjad, M. Rifadh Asti Amalia Nur Fajrillah ATIK NOVIANTI Axel Devino Aipassa Ayu Cahyani Febryanti Ayu Cahyani Febryanti Ayu Cahyani Febryanti, Ayu Cahyani Bagas Rezkita Bayu Ariantika Irsan Bayu Pradana Berlian Maulidya Izzati Bryan Ronald Talisman Budi Santosa Budiwari Rizki Fadhilah Deden Witarsyah Dewi Rahmayanti Dewi Rahmayanti Dhany Nurdiansyah Dhiya Afwan Taufiq Dianaros Pakel Dita Pramesti Ekky Novriza Alam Elang Maulana Jauhari Fa'rifah, Riska Yanu Fadhilah, Budiwari Rizki Faisal Mufied Al Anshary Faishal Mufied Al Anshary Fakhri Arya Fadhillah Faqih Hamami Faturrahman Fauzi, Rokhman Fazrin, Fadhilah Fitriyana Dewi Fransiska Pinem Ginanjar Dewi Girang Ginting, Agriva Detta Girang, Ginanjar Dewi Harri Margono Hasibuan, Muhammad Hutasoit, Michael Nico I Made Dwima Gita Dirtana Indha Lukitaningtyas Irfan Darmawan Iskandar Agung Isye S. Adhiwinaya Jagur Pria Abiyyu Kanza Azzahra Kusuma, Kemal Indra M Firman Helmi Ariyansyah Margareta Hardiyanti Melinsye Herliani Ahab Michael Christensen Bonar Kasparov Muhamad Alshofien Gautama Muhamad Azani Hasibuan Muhammad Azani Hasibuan Muhammad Hasibuan Muhammad Shaufi Imanulhaq Mutiara, Nabila Nabila Mutiara Narita Ayu Prahastiwi Nassyfa Alfirda Riani Nia Ambarsari Oktariani Nurul Pratiwi Permana, Muhammad Cekas Pinem, Fransiska Prameswari, Anindya Putra, Hidayatul Aji Adika Rahmat Fauzi Ramdani, Dwi Fickri Insan Regina Ayu Prameswari Wade Revo Faris Saifuddin Ridha Hanafi Rinaldi Tambunan Rini Nur’aini Riza Agustiansyah Rizka Nursyahdilla Puspitasari Rizky Alamsyah Sahra Bilqis Fauziyyah Satrio Wibowo Selvyananda Adelita Vanesia Silvia Firdaus Sinung Suakanto Soni Fajar Surya Gumilang Sukrina Herman, Sukrina Sutoyo, Edi Syahrina, Alvi Syakurnia, Barajati Syfani Alya Fauziyyah Taufik Nur Adi Umar Yunan Kurnia Septo Hediyanto Vandha Pradwiyasma Widartha Vanesia, Selvyananda Adelita Vina Fadillah Warih Puspitasari Wibowo, Satrio Widyatasya Agustika Nurtrisha Yudha Aditya Ramadhana