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Ilham Syahputra Saragih
STIKOM Tunas Bangsa, Pematangsiantar, Indonesia
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Journal : Journal of Informatics, Electrical and Electronics Engineering

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Penerapan Data Mining Klasifikasi Pada Calon Pelanggan Baru Indihome dengan C.45 Arfandi Arfandi; Agus Perdana Windarto; Ilham Syahputra Saragih
Journal of Informatics, Electrical and Electronics Engineering Vol. 1 No. 1 (2021): September 2021
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

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Abstract

Indihome customers are people who are buyers of products that have been made and marketed by a company, where this person not only buys the product once but repeatedly. Meanwhile, Prospective Indihome customers are those who have not become your customers (buyers/service users) but are considered to have the opportunity to become customers in the near future or in the future. An algorithm is needed to classify indihome's new prospective customers so that there is no loss between the two parties. The C4.5 algorithm was chosen because it is able to classify new prospective customers of Indihome by using the rapid miner application and the calculation using Microsoft Excel. From the calculations using the two applications, the results obtained include: If Income <2000000 and Type of House = Contract, then the result is Not Eligible {Eligible = 0 and Not Eligible = 7}and the result is feasible, namely the rule If Employment = Self Employed and Income> 2000000 then the result is Eligible (Eligible = 54 and Not Eligible = 0)
Co-Authors Agus Perdana Windarto Agustinus Liberty Pasaribu Arfandi Arfandi Azi Arisandi Azmi Ginting, Naufal Dedi Suhendro Dedi Suhendro Dedi Suhendro Dedi Suhendro Dermawan, Sabaruddin Dicki Pramayuda Eka Irawan Eka Irawan Frskila Parhusip Haryoto, Parawystia Prabasini Hasudungan Siahaan Ina Syafitri Irawan Irawan Irfan Sudahri Damanik Jaya Tata Hardinata Kiki Aidi Saputra Lola Alfiza Manurung, Hotben Mian Manimpan Siahaan Muhammad Dwi Chandra Muhammad Fachrur Rozy Muhammad Ifnu Suhada Muhammad Ifnu Suhada Muhammad Ridwan Lubis Muhammad Ridwan Lubis Muhammad Ridwan Lubis Napitupulu, Flora Sabarina Nasution, Rizki Alfadillah Nasution, Selvi Salsabillah Okprana, Harly Rahim Damanik, Abdi Ria Annisa Saragih Rizky Khairunnisa Sormin Sabaruddin Dermawan Saragih, Ria Annisa Siahaan, Mian Manimpan Sonia Tarigan Suhada Suhada Suhada, Muhammad Ifnu Suhendro, Dedi Sumantri Sihombing Sundari Retno Andani Surya Darma Syahputri, Aprilia Syahyulita Fachri Theresia Siburian Wanto, Anjar