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All Journal Jurnal Simetris CommIT (Communication & Information Technology) Format : Jurnal Imiah Teknik Informatika Bianglala Informatika : Jurnal Komputer dan Informatika Akademi Bina Sarana Informatika Yogyakarta INTEGER: Journal of Information Technology Faktor Exacta Cyberspace: Jurnal Pendidikan Teknologi Informasi IKRA-ITH Informatika : Jurnal Komputer dan Informatika SINTECH (Science and Information Technology) Journal J I M P - Jurnal Informatika Merdeka Pasuruan Jurnal Teknik Informatika UNIKA Santo Thomas DoubleClick : Journal of Computer and Information Technology Jurnal Nasional Komputasi dan Teknologi Informasi Multitek Indonesia : Jurnal Ilmiah ComTech: Computer, Mathematics and Engineering Applications JISA (Jurnal Informatika dan Sains) Community Development Journal: Jurnal Pengabdian Masyarakat BERNAS: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian kepada Masyarakat Jurnal PkM (Pengabdian kepada Masyarakat) Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI) Jurnal Teknik Informatika Unika Santo Thomas (JTIUST) Teknika ABDINE Jurnal Pengabdian Masyarakat Jurnal Maklumatika Jurnal Rekayasa Komputasi Terapan Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) JRIIN :Jurnal Riset Informatika dan Inovasi Smart Dedication: Jurnal Pengabdian Masyarakat Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK)
Harry Dhika, Harry
Universitas Indraprasta PGRI
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Mechanical Engineering Neuroscience Nursing Public Health Social Sciences Transportation Veterinary Other

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Journal : ComTech: Computer, Mathematics and Engineering Applications

 1 
Application of Data Mining Algorithm to Recipient of Motorcycle Installment Dhika, Harry; Destiawati, Fitriana
ComTech: Computer, Mathematics and Engineering Applications Vol 6, No 4 (2015): ComTech
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/comtech.v6i4.2192

Abstract

The study was conducted in the subsidiaries that provide services of finance related to the purchase of a motorcycle on credit. At the time of applying, consumers enter their personal data. Based on the personal data, it will be known whether the consumer credit data is approved or rejected. From 224 consumer data obtained, it is known that the number of consumers whose applications are approved is 87% or about 217 consumers and consumers whose application is rejected is 16% or as much as 6 consumers. Acceptance of motorcycle financing on credit by using the method of applying the algorithm through CRIS-P DM is the industry standard in the processing of data mining. The algorithm used in the decision making is the algorithm C4.5. The results obtained previously, the level of accuracy is measured with the Confusion Matrix and Receiver Operating characteristic (ROC). Evaluation of the Confusion Matrix is intended to seek the value of accuracy, precision value, and the value of recall data. While the Receiver Operating Characteristic (ROC) is used to find data tables and comparison Area Under Curve (AUC).
Application of Data Mining Algorithm to Recipient of Motorcycle Installment Harry Dhika; Fitriana Destiawati
ComTech: Computer, Mathematics and Engineering Applications Vol. 6 No. 4 (2015): ComTech
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/comtech.v6i4.2192

Abstract

The study was conducted in the subsidiaries that provide services of finance related to the purchase of a motorcycle on credit. At the time of applying, consumers enter their personal data. Based on the personal data, it will be known whether the consumer credit data is approved or rejected. From 224 consumer data obtained, it is known that the number of consumers whose applications are approved is 87% or about 217 consumers and consumers whose application is rejected is 16% or as much as 6 consumers. Acceptance of motorcycle financing on credit by using the method of applying the algorithm through CRIS-P DM is the industry standard in the processing of data mining. The algorithm used in the decision making is the algorithm C4.5. The results obtained previously, the level of accuracy is measured with the Confusion Matrix and Receiver Operating characteristic (ROC). Evaluation of the Confusion Matrix is intended to seek the value of accuracy, precision value, and the value of recall data. While the Receiver Operating Characteristic (ROC) is used to find data tables and comparison Area Under Curve (AUC).
Co-Authors Achmad Sarwandianto ADE SYAHRUL RAMDAN Afithozaj, Satria Jahfal Agung Kusuma Wardhana Agus Buono Ambarwati, Dedinda Arip, Muhammad Arkan, Adhitiya Dwi Aswin Fitriansyah Aswin Fitriansyah, Aswin Atikah Atikah Auliya, Bainullah Bayu Hartanto, Naufal DEWI APRI ASTUTI Dewi Lestari, Iis Dewi Mustari Dhea Shifa Meliyanti Ermanto, Adryan Fahad Nahdi Faisal Faisal Fanisya Alva Mustika Fatmala Sari, Siti Febryan Ramdani Fitriana Destiawati Fitriana Destiawati Fuadah, Siti Guspriyatna Nurcahya Helmi Veris Heri Satria Setiawan Hermawan, Iwan Hisbikal Haqqi Muflihin Ibnu Malik Iis Dewi Lestari Indra Kurniawan Irwan Agus Isnain, Nasrulloh Isnain, Nasrulloh Jaman, Jajam Haerul Julianto Agus Prabowo Kristiningsih Kristiningsih Kristiningsih LESTARI, IIS DEWI Luh Putu Widya Adnyani Lukman Lukman Lukman Lukman Merita Ayu Sri Maharani Miftahur Rizki Muhamad Juliardi Muhammad Abdul Hafids Muhammad Tofan Muhammad Tri Habibie Muhtar, Rafi Adifa Musa Jaya Mustika, Fanisya Alva Nahdi, Fahad Nasrullah, Dadid Nazelliana, Dian Nia Rahma Kurnianda Nonot Suwarno Noor Komari Pratiwi Paramita, Aulia Parlaungan Parlaungan Paskhal Haidar Permatasari, Claudia Felicia Pradina Muharditya Praditya Putri Utami Puput Irfansyah putra, dicky kurnia Ragilio Aji Rahma Hanipah Rahmatika Rahmatika Ramdani, Febryan Riswan Adnan Robby Awaldi Ryan Maulana Alfaro Santy Handayani Saputra, Dandi sari, Pramita Shelvie Nidya Neyman Siti Fatmala Sari Sonny, Michael Sri Rezeki Surajiyo Surajiyo Syafitri Ayuning Tyas Tri Yani Akhirina Veris, Helmi Wisnu Ananta Yanti, Maulidya Dwi Yesica Angellia Yulianto Y, Erik Yusuf Agpal Nasution