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Journal : Journal of Electrical Engineering and Computer (JEECOM)

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Implementation of the C4.5 Decision Tree Algorithm in Determining PIP Recipient Students Based on Poverty Susanto, Heri; Yanto, Dwi; Jamal, Jamal; Anam, Choirul; Nafisah, Thohirotun
Journal of Electrical Engineering and Computer (JEECOM) Vol 7, No 1 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/jeecom.v7i1.11078

Abstract

The Program Indonesia Pintar (PIP) is a government assistance in the form of a certain amount of cash given directly to students who are vulnerable to poverty according to the established criteria. However, in its implementation, there are still many recipients of PIP funds who are still not on target. Several results of evaluations and ongoing studies on the implementation of PIP show weaknesses in this program, namely related to the accuracy of determining the target of PIP fund recipients, where it was found that there were still many non-poor households who received this PIP fund assistance. The purpose of this study is to produce a decision support system to determine students who are truly worthy of being recommended to receive PIP fund assistance. The method used in this study is the Decision Tree C4.5 algorithm. The data used were 300 datasets, by selecting several relevant attributes. For processing using the Rapidminer tool, one of the popular software used in data mining processing. Meanwhile, the evaluation method uses a confusion matrix by calculating the accuracy value. From the test results in determining PIP acceptance at SD Negeri Kedungjajang 02 using the C4.5 algorithm, an accuracy of 97.33% was obtained, with the accuracy criteria of good classification.
Co-Authors A. M. Shiddiq Yunus A.A. Ketut Agung Cahyawan W Abd. Wahid Achmad, Muh. Wahyu Agus Yasin Aji Kus Indriani, Arrauna Bening Aji Suteja Al Ahmadi, Fahad Muhanna Salem Al Khudri Sembiring Al Turki, Usamah Al-Turki, Usamah Andiwinata, Fauzi Andriana Sendjaja, Yoga Anton Anton Aonulllah, Asep Akmal Apollo Apollo Aswar, Ahmad Besse Ruhaya, Besse Bin Idris, Nasruddin Buana, Chandra Budhi Santoso Chandra Bhuana Chandra Rizal Chinta Yolanda Sari Choirul Anam AM Diponegoro Dayari, Achmad Dewi , Fitri Sari Dian Hari Saputro Diana Diana Eddyono, Fauziah Emi Sukiyah Epin, Epin Fauzi, Asnil Fazrian, Fazrian Fitri sari dewi Fitri, Amanda Aisya Ghassani, Dewi Bussaina Guntur Guntur Hafeez, Imran Hafiz, Muhammad Alimul Haider, Safeer Hamdani Hamdani Hardiyanto Hardiyanto Heri Susanto Hermawan, Anes Ice Irawati Ikhsan, Mochammad Indra Sanjaya Irwan Irwan Isnaini, Nurul Azizatul Israqunnajah, Israqunnajah Jading, Rasmin Nur Jayati, Trisna Jon Hendri Juanda Juanda Jupri Jupri Kafit, M Kamaruddin Kamaruddin karman karman Kholish, Moh. Anas KK, Indra Frana Jaya Kusuma, Amir Reza Larisu, Zulfiah Lewi Lewi Limin, Theopilus Listrianti, Feriska Lomba, Christianto M. Fauzan Zenrif Malik, Kamil Mariana Mariana Maslani, Maslani Moni, Elias Muh.Irsyam, Andi Muhammad Helmi Muhammad Rezki Ian Muhammad Yusuf Mulid, Muhammad Syar Munawar, Al Muslikhati, Muslikhati Muslimin B, Muslimin Musrady Mulyadi Mustafa R, La Ode Nafisah, Thohirotun Nana Sulaksana Nasrullah, Baso Ningsih, Nur Wahyu Norsalim, Khairunnisa Binti Mohd Novianto, Wahyu Nugroho B Sukamdani Nupus, Dian Nur Jading, Rasmin NUR LAILA Nurahmah, Riska Hanan Nurdiyanto Nurdiyanto, Nurdiyanto PARISMA, WAN INTAN Permata, Hening Rizky Rendy Prasetyo, Rendy Renitasari, Diana Putri Riza Putra, Emil Rizki, M. Fawaidur Romadhoni Romadhoni, Romadhoni Rusdiana, Ninanesia Ruswandi, Uus Sampetoding, Regiartha Saputri, Wa Ode Mariam Serli Marlina Siswandi B Sri Suwasti Suhendi, Saca Sukma Abadi Suleman, Gabriella Augustine Sundaru, Agung Suryatman, Adi Syafaruddin, Baso Tamim, Ahmad Taufik Murtono Tohari, Ilham Ullah, Rafi Utami, Dyah Ayu Satyari Wulandari, Reksahati Yanto, Dwi Yanto, Dwi Yulianti, Ferina Yunarty Yunarty, Yunarty Yunianti, Fifi Zaidi, Syed Bilal Ahmed Zulyani, Zulyani