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Amalia Anjani Arifiyanti
Universitas Pembangunan Nasional “Veteran” Jawa Timur
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Journal : Madani: Multidisciplinary Scientific Journal

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Penerapan Algoritma Decision Tree Pada Penentuan Penerima Program Keluarga Harapan di Desa Turirejo, Kedamean Gresik Nilwanda, Leona Elsa; Arifiyanti, Amalia Anjani; Hadiwiyanti, Rizka
Madani: Jurnal Ilmiah Multidisiplin Vol 2, No 1 (2024): Madani, Vol. 2, No. 1 2024
Publisher : Penerbit Yayasan Daarul Huda Kruengmane

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.10523523

Abstract

Based on a press release from the Ministry of Finance's Fiscal Policy Agency, the poverty rate in Indonesia was recorded to have decreased from 9.71% to 9.54% in March 2022. Even though there is pressure on commodity prices, the poverty rate shows a downward trend. Apart from economic growth, Indonesia has several programs launched by the government to alleviate poverty, such as the Family Hope Program. The Family Hope Program is a government social assistance program aimed at poor communities who are designated as beneficiaries of the Family Hope Program. However, in a summary of the audit results for the second semester of 2021, the Financial Audit Authority (BPK) found an error in the allocation of national social assistance (Bansos) which resulted in state losses of up to IDR 6.9 trillion. This is certainly a serious problem, for this reason a system is needed that can assist in the classification process of potential PKH assistance recipients. To carry out classification, you can use the Decision Trend algorithm with the ID3, C45 and Random forest models. To improve model accuracy results, a features selection method is needed. From the results of the classification process, the Random forest model with SMOTE and Features Selection has the highest accuracy of 91% and the system validity test is 91%. From these results, the system has the ability to assist in the classification process of PKH assistance recipients
Co-Authors Abdul Rezha Efrat Najaf Achmad Fauzi Aghni Qisthina Al Rahma Agung Brastama Putra Akira Permata Ramadhani Al Rahma, Aghni Qisthina alathoillah, abdul hanif Ana Wati3, Seftin Fitri Ananda Lakunti A Andhyni, Cyntia Prisya Anggy Oktaviana Syafira Anita Wulansari Anita Wulansari, S.Kom., M.Kom Annisa Lusyani Zahra Anwar Sodik, Anwar Aprilia, Eka Fahira AryaRafa, Daud Audrey Septya Rosanti Aufa, Taqiyuddin Ahmad Al Bagus Utomo Basma Eno Ketherin Brahmantio Widyo Trenggono Daniar, Ivan Faiz Devi, Ditha Lozera Dewi Safitri, Triyatul Dewi, Heni Lusiana Dharmawan, Ega Dhian Satria Yudha Kartika Diana Aqidatun Nisa Ditha Lozera Devi Eka Putri, Siti Oktavia Elfaretta, Syifa Saskia Fachrurrozy Nurqoulby Fandi, Rico Satria Farhan Setiyo Darusman Farhan Setiyo Darusman Fariska, Rahmah Putri Ferdiansyah, Rizky Fernaldy, Fabiyan Atha Fidyah Salsabila Putri Sillehu Firsttama, Risav Arrahman Fitri, Anindo Saka Hardiartama, Rendi I Gusti Ayu Sri Deviyanti Indira Setia Amalia Indra Fajar Novian Jannatuzzahra, Khoirunisa Ketherin, Basma Eno Kusumantara, Prisa Marga Kusumantara, Prisa Marga M. Rizal Abdullah Rozi Mahanani, Anajeng Esri Edhi Marga Kusumantara, Prisa Marisca Amanda Hidayat Mashita Kustyani Maulana Arrasyid, Nizar Maulana Kharyska Abadi, Muhammad Mochamad Suhri Ainur Rifky Mochammad Fuad Pandji Mohamad Irwan Afandi Muhammad Burhanuddin F Narendra, Efriza Cahya Nilwanda, Leona Elsa Novian, Indra Fajar Nur Rachman Nidhi Suryono, Muhammad Nurisa Rahma Shantika Nurjanti Takarini Oktania Purwaningrum Oktania Purwaningrum Oktania Purwaningrum Pandu Rizki Maulidiah Permatasari, Reisa Pradana, Rhendy May Putra, Satrio Honggonagoro Pramono Putri, Youlan Indira Putu Anggi Suryantari Rafi Purwa Syahputra Raihana Sakhi Aswanda Rendi Panca Wijanarko Rhendy May Pradana Rivaldy, Adriano Femaz Rizka Hadiwiyanti Saka Fitri, Anindo Salma Nabila Seftin Fitri Ana Wati Sembilu, Nambi Sidhi Pamekas, Afu Solehudin Al Ayyubi Sudewantoro N M Sulistyowati Sulistyowati Sulistyowati Sulistyowati Tri Diana Rimadhani Tri Luhur Indayanti Sugata Ubaidillah Fahmi, Rohmat Wahyuni, Eka Dyar Wati , Seftin Fitri Ana Wati, Seftin Fitri Ana Wibisono, Mahendra Priyo Wibowo, Nur Cahyo Wisnu Mukti Darwansah Yudha Yunanto Putra Yudha Yunanto Putra Zahra, Nabila Athifah