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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 , Rahmad Sembiring Abdul Azis Aida, Welven Ali Setiawan, Muhammad Nurhisyam Amrozi Khamidi Andini, Nurul Andini Annur Qiblayanti N Arcat -, Arcat Arifanisa Arifanisa Arifannisa Arumi, Sabella Nova Arwildayanto, Arwildayanto Asifatul Asfa Meni Astrid AYU LESTARI Ayu Wulandari 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 Fadliah Ulfah Faridah - Fiky Anggara Fitriani Ganefri . Ginanjar, Singgih Gustin, Ayu Harapan Bunda, Ridho Hardana, Anggitia Hasrin Hera Deswita Hidayat Hidayat Hidayat Hikmah Idris Hudaya, Yulia Rahmadani Ike Betria ilham rahmawati Irfani Zuhrufillah Istiqomah - Jumiati Nur Juniza -, Juniza Lestari, Anggi Viona Lies Kurniawati Wulandari Lilia Trisyathia Quentara Liliwidya Dewi Asda Lubis, Nurhalidah Lusi Dwi Septiani Lusi Eka Afri Luthfiah Nabila M. Abrori M. Isa Manaha, Yosimson Petrus Mappanganro, Rasyidah Melinda, Cecilia Melinda, Cicilia Miftahuljannah Minzar Mochamad Nashrullah Muhammad Afif Muhammad Arsan Jamili Muhammad Fajril Mundra , I Wayan Mustopa -, Mustopa Mutia Mutia, Mutia Nellitawati Nellitawati Nina Herlina Nofriser Nofriser Novia Pratiwi, Novia Nunuk Hariyati Nur Azizah Nur Epriliyana, Tiara Nurrahmawati Nurrahmawati Nurwahida Pipit Rahayu Puspitasari, Laras Putra Aditya Ahmad Rafizah Awam Rahmadena, Novia Rahmah Rahmah Rahmawati, Ilham Retiana, Tiara Ridho Harapan Bunda Rina Ari Rohmah Riri Susanti Rosliah Rusdinal, Rusdinal Ryan Prayogi Sandi, Reza Aria Saripa, Jamal Septiani, Lusi Dwi Setiawan, Muhammad Nurhisyam Ali Setiawan, Risman Sinar Putri Amalia Sindi Sandora Siti Rofingah Siti Suminar, Siti Sopialiani, Vivi Sri Utami Sulastri - Sulastri Supriyanto - Suryani, Wiwik Susanti, Handayani Indah Suwandi - Syaban, Kharis Syamsuddin Tri Aulia Pratiwi Tria Mulya Utari USWATUN HASANAH Vivi Puspita Sari Vivi Puspita Sari Welven Aida welven aida Yahya Zahkia Hajir Zahrum N Zaini Zaini Zainul Indri Yani, Zainul Indri Zulkifli Zulkifli