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Journal : Journal of Artificial Intelligence and Engineering Applications (JAIEA)

Application of KNN (K-Nearest Neighbor) in the Medical Dental Equipment Recommendation System at Rantauprapat Hospital Web Based Monica, Anggun; Yahfizham; Harahap, Aninda Muliani
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.615

Abstract

The development of information technology currently has a very important role and can be utilized in facilitating all human activities from various aspects, including activities that take place in the health sector such as hospitals which already use many information systems specifically designed to handle various supplies or inventory. At the Rantau Prapat Regional Hospital, data collection on medical equipment supplies still uses manual methods, namely visiting and recording the equipment that needs to be equipped to each polyclinic one by one, which takes quite a long time and the medical equipment inventory team has difficulty prioritizing which tools must be equipped first for each polyclinic, so that continue to maintain the number of treatment numbers in each clinic, especially in dental and oral clinics. Therefore, we need a system for recommending dental medical equipment based on the dental diseases frequently suffered by patients and the number of treatments per year. In building a web-based dental medical tool recommendation system, researchers used the K-Nearest Neighbor (KNN) algorithm method to classify new objects based on attributes and training samples. The working principle of KNN is to find the shortest distance between the data used and its K closest neighbors in the training data and produce more accurate and effective data.
Co-Authors Afri, Lisa Dwi Al Arsat, Hilman Ali Nafia Nasution Amalia, Tharisa Amanda, Adela Amelia Tri Andini Ananda, Rusydi Aninda Muliani Annisa Anum, Paridah Apriani Syahputri Aqilla Sintiya ardila, desi Armila, Ade Siti Ayla Septi Ardini Ayu Pitaloka Saragi Azahra, Kaila Batubara, Misbah Chairil Surya Pratama Cibro, Radi Dalimunthe, Annisa Aulia Dahlan Damanik, Irda Ayuna Devi Saragih, Laila Dwi Agustin, Susan Dwikalsum Fachrul Rozy Arda Rambe Fadilah Aulia Fadillah Dwiyanti, Yolanda Olivia Fadya Hamdi Faisal Fahmi Aditya Abdi Fairuz Azzaria Siregar Faisal Al Fasih Fani Zanemi Fathul Hady Raya Febry Pratama Fikri Sholehuddin SN, Abdullah Fitri Handayani Gultom, Roni Hasiholan Hasibuan, Eka Khairani Hidayatun Nisa, Hidayatun Humayra, Luthfia Husnaini, Rizki Indri Syahfitri Ritonga Indy Fuan Maharani Angkat Intan Sari Daulay Iramadhania , Fahira irvan, Irvan Satya Nugraha Kartika Dewi Pane Khairiah, Dianny Rachma Khairun Nisa Siregar Kusumah, Siska Widia Leoni Wilyam Lestari Sinaga, Dewi Limbong, Nur Hidayah Lubis, Annisa Putri Lubis, Miftahul wilda Lulu Nuha Khalisah M. Abyan Zhafran Wijaya M. Fauzan Zannurrain Maharaja, Kiki Sari Mhd. Akbar Bathnul Wadi Nst Milfa Aisyaroh Monica, Anggun Muhammad Abdillah Syam Muhammad Fadhli Nawati, Cipra Nazila, Ila Neliwati Nuria Ulfah Lubis Nursa’adah Patimah Hasibuan Pulungan, Miftah Kurnia Arfah Rakhmawati, Fibri Ramadani, Ayutia Ramadani, Sucia Rangkuti, Faiz Wahyu Perdana Reflina Rifa’i, Muhammad Riri Syafitri Lubis Risna Putri Ariani Rizki Prasetya Hidayat Nst Rusi Ulfa Hasanah Sabrina Rahmahdani Safitri, Vika Sali Hasibuan, Alom Salsa Billah Batu Bara Sara, Mayang Vita Sari Harahap, Ananda Aditya Septiani Agustina Siregar Septiara, Winda Siregar, Bela Nanda Siregar, Lola Kamal Siregar, Tanti Jumaisyaroh Siti Halija Siti Maysarah Sitorus, Masganti Sitorus, Siti Fatimah Sri Jumiati, Sri Syabana, Asrul Tanti Jumaisyaroh, Tanti Titin Anisa Tanjung Tri Hartanti, Tri Triana Turrizqiya, Aulia Wulan Indah Lestari Yani, Nur Intan Amanda Yola Anggraini Yuan Amelia Tri Ananda Yulia Nasution Yuliana, Ananda Zahrina, Nadhilah