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Hardianto
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Journal : Journal of Information Systems and Technology (JISTech)

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Pengembangan Sistem Informasi Seleksi Penerimaan Bantuan Langsung Tunai Menggunakan Metode K-Nearest Neighbor Hardianto; Kharis Syaban; Ery Muchyar Hasiri
JISTech : Journal of Information Systems and Technology Vol. 1 No. 2 (2024): Desember 2024
Publisher : Perhimpunan Ahli Teknologi Informasi dan Komunikasi Indonesia

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Abstract

The implementation of the Cash Transfer Assistance (BLT) program in Indonesia aims to assist economically disadvantaged communities, especially during crises such as the pandemic. However, the selection process for BLT recipients often faces challenges related to accuracy and efficiency, particularly in determining eligible recipients based on various economic and social criteria. This research develops an information system based on the K-Nearest Neighbor (K-NN) method to address these issues. The system is designed to classify BLT candidates by considering several variables, such as family income, number of dependents, employment status, housing conditions, and family health. The optimal K value was determined through trial and error to achieve the highest accuracy. The system was tested using both training and testing data, and the evaluation results showed an accuracy rate of 85%. This information system not only processes data quickly but also provides transparent and objective results, making it useful for village authorities to efficiently select BLT recipients. By implementing the K-NN algorithm, this system is expected to offer a practical solution for village governments in improving the accuracy of aid distribution to eligible communities.
Co-Authors Aida, Welven Ali Setiawan, Muhammad Nurhisyam Arcat -, Arcat Arifanisa Arifanisa Arumi, Sabella Nova Arwildayanto, Arwildayanto AYU LESTARI Ayu Wulandari Bestari, Putri Betria, Ike Corry Handayani Eddy Setyanto Edi Sucipto Een - Elvita Yeni, Elvita Enggi Rayana Eripuddin Eripuddin ERISMEN SYAM Erni Yunita Ery Muchyar Hasiri Faridah - Ganefri . Ginanjar, Singgih Gustin, Ayu Harapan Bunda, Ridho Hardana, Anggitia Hasrin Hera Deswita Hidayat Hidayat Hidayat Ike Betria ilham rahmawati Istiqomah - Juniza -, Juniza Lestari, Anggi Viona Lilia Trisyathia Quentara Liliwidya Dewi Asda Lubis, Nurhalidah Lusi Eka Afri M. Isa Mappanganro, Rasyidah Melinda, Cecilia Melinda, Cicilia Muhammad Afif Muhammad Arsan Jamili Mustopa -, Mustopa Mutia Mutia, Mutia Nellitawati Nellitawati Nina Herlina Nofriser Nofriser Novia Pratiwi, Novia Nur Azizah Nur Epriliyana, Tiara Nurrahmawati Nurrahmawati Pipit Rahayu Puspitasari, Laras Rafizah Awam Rahmadena, Novia Rahmah Rahmah Rahmawati, Ilham Retiana, Tiara Rina Ari Rohmah Riri Susanti Rusdinal, Rusdinal Ryan Prayogi Sandi, Reza Aria Septiani, Lusi Dwi Setiawan, Muhammad Nurhisyam Ali Sindi Sandora Siti Rofingah Siti Suminar, Siti Sopialiani, Vivi Sri Utami Sulastri - Sulastri Supriyanto - Suryani, Wiwik Susanti, Handayani Indah Suwandi - Syaban, Kharis Vivi Puspita Sari Vivi Puspita Sari Welven Aida welven aida Yahya Zainul Indri Yani, Zainul Indri Zulkifli Zulkifli