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Medical Faculty University Of Jember
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Journal : JURNAL ILMIAH INFORMATIKA

 1 
IMPLEMENTASI ALGORITMA NAÏVE BAYES DALAM SISTEM PENGARSIPAN SURAT BERBASIS AI DI GPI PAPUA KLASIS MIMIKA PAPUA TENGAH Indey, Jennifer Florenzia Indey; Supangat, Supangat
JURNAL ILMIAH INFORMATIKA Vol 12 No 02 (2024): Jurnal Ilmiah Informatika (JIF)
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/jif.v12i02.9087

Abstract

This research develops an artificial intelligence-based letter archiving management information system for the GPI Papua Classis Mimika Institute in Central Papua, with a focus on classifying incoming letters using the Naive Bayes algorithm. The aim of this research is to make it easier to search and monitor documents and increase the efficiency and accuracy of mail archive management. The dataset consists of 50 data, of which 20 data are spam mail data and 30 non-spam mail data. Test results using the Confusion Matrix method show that the system has an accuracy of 78%, precision of 88% for the spam category, recall of 73.3% for the spam category, and an F1 Score of 79.9%. It is hoped that the application of AI technology can help the GPI Papua Klasis Mimika Institute in Central Papua in optimizing the incoming letter classification process, minimizing errors and increasing the efficiency of document management. By using an AI-based approach, the system can also provide practical solutions for more effective and efficient archive management, thereby enabling access to the required information quickly and precisely. Overall, the application of AI technology in mail archiving is expected to not only increase productivity and accuracy, but also provide a strong foundation for improving service and operational efficiency in various sectors and institutions.
Co-Authors Abdul Ghofur Ade Rosad Ahmad Rosulana Ahmad Ulin Niam Akbar, M. Agung Al Munawir Aldri Frinaldi Alzitawi, Diaya Uddeen Deab Mahmoud Amir Tajrid Andika Saputra Angga Mardro Raharjo, Angga Mardro Anis Rahmawati Amna Annisa Annisa ansori ansori Arifa Mustika Aris Prasetyo Astri Ahmad, Wa Ode Athoillah, Nabil Azah Zumroh Baehaqi BJ Azmy As'ady Cholis Abrori, Cholis Cicih Komariah Dandi Dedy Mardiansyah Delastri , Lita Delastri, Ilta Desie Dwi Wisudanti Dwi Rohman Soleh, Dwi Rohman Dwisaraswati, Salma Aulia Dyah Pravitasari Dyah Pravitasari El Syam, Robingun Suyud Elly Nurus Sakinah, Elly Nurus ENNY SUSWATI Etty Nur Rahmawati Hairrudin Hairrudin HARJA, HARLINA Heri Triyanto, Heri Ida Srisurani Wiji Astuti Indey, Jennifer Florenzia Indey Ira Farazulika Jaelani, M Syahran Jamrizal, Jamrizal Januantoro, Ardy Jauhar Firdaus Jumanto Jumanto Justina Evy Tyaswati, Justina Evy Kasful Anwar Us, Kasful Anwar Khoiriyah, Ina Yatul Kristianningrum Dian Sofiana Kuncowati Kusumastuti, Inke Lailatul Fitriyah Laksmi Indreswari Listriyawati, Nyoman Marsudi, Sugeng Maulana Anwar Muhammad Rizki Afrizal Azhar Mukarromah, Laylatul Fitriyah Mukri, Anang Nelly Rustiati Ni Ketut Sujati Nor Kholidin NUR HASANAH Nurlita Dwi Oktavia Panji Kuncoro Hadi, Panji Kuncoro Pertiwi, Ratih Purnama Pralampita, Pulong Wijang Purnama Pertiwi, Ratih Raden Arfan Rifqiawan Raden Arfan Rifqiawan, Raden Arfan Rahmat, Indra Samudra Ratna Dewi, Tri Reny Ekawati Resti Septikasari Rismilda, Nela Aprilia Rochman, Mochamad Yovi Fatchur Rodin, Imam Rohmane, Syaiful Rukmanah Rukmanah Rumastika, Nindya Shinta Rustiati, Nelly Sahidin . Samudra, Farel Rigel Sanad, Zakeya Saptia pratiwi, Mega septa surya wahyudi, septa surya Setiawan, Wahyu Danni Sheilla Rachmania, Sheilla Sholiq, M. Mudhafiq Siti Aisyah Sri Enggar Kencana Dewi Suhartono Suhartono Sukatin, Sukatin Sutaman, Sutaman Suwandi Suwandi Syaifullah, Firman Tri Ratna Dewi Ulum, M. Samsul Usman, Raihan Gymnastiar Usman Wibsono, Sony Widodo, Muhammad Rifqy Alvy Winarni, Dwi Putri Wiyono, S. Teguh yuliantoro, ahmad taufiq Zulkifli, Noor Fadzilah binti