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All Journal SELONDING JURNAL SIPIL SAINS JOIV : International Journal on Informatics Visualization AGRIKAN Jurnal Ilmiah Agribisnis dan Perikanan JFMR (Journal of Fisheries and Marine Research) Syntax Literate: Jurnal Ilmiah Indonesia Forum Ekonomi : Jurnal Ekonomi, Manajemen dan Akuntansi Inovasi : Jurnal Ekonomi, Keuangan, dan Manajemen Communications in Science and Technology Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan Jurnal Ilmu Hukum The Juris Awang Long Law Review IJoASER (International Journal on Advanced Science, Education, and Religion) EDUMATIC: Jurnal Pendidikan Informatika Jurnal Perencanaan Pembangunan International Journal of Economics, Business and Accounting Research (IJEBAR) Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Pesut : Pengabdian untuk Kesejahteraan Umat Journal of Applied Data Sciences El-Iqtishady Al Mashaadir : Jurnal Ilmu Syariah Devotion: Journal of Research and Community Service Jurnal Pengabdian Seni Narra J Bulletin of Community Engagement Berkala Ilmiah Pendidikan Jurnal Al-Qiyam Jurnal Tana Mana Journal Indonesia Law and Policy Review (JILPR) Amorti: Jurnal Studi Islam Interdisipliner Madani: Multidisciplinary Scientific Journal Jurnal Pendidikan dan Pengabdian Masyarakat Moderasi : Journal of Islamic Studies Dedicated: Journal of Community Services (Pengabdian kepada Masyarakat) Blantika : Multidisciplinary Journal Assyfa Journal of Islamic Studies Ngabekti: Jurnal Pengabdian kepada Masyarakat Spectrum: Multidisciplinary Journal JIMAD : Jurnal Ilmiah Multidisiplin Pengabdian Seni Jurnal Ekonomi Syariah Mulawarman (JESM)
Adi Wijaya
Bandar Lampung University
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Physics Public Health Social Sciences Other

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Journal : JOIV : International Journal on Informatics Visualization

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A scoping review and bibliometric analysis (ScoRBA) on dengue infection and machine learning research Zahiruddin, Haikal; Zukarnain, Zuriani Ahmad; Wijaya, Adi
JOIV : International Journal on Informatics Visualization Vol 8, No 4 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.4.2249

Abstract

Dengue, a fast-spreading vector-borne infectious disease, requires early prediction and prompt decision-making for effective control. To address this issue, we present a comprehensive scoping review and bibliometric analysis (ScoRBA) that aims to map the current literature landscape, identify main research themes, and offer valuable insights into advancements and challenges in dengue infection and machine learning research. Materials for this analysis consist of scholarly articles related to dengue and machine learning research retrieved from the Scopus database. Our method involves a rigorous literature examination, utilizing keyword co-occurrence analysis. Our study reveals a growing interest in dengue and machine learning research, reflected in an increasing number of publications. Through keyword co-occurrence analysis, we identify four major research themes: Data mining using machine learning for dengue prediction, Deep learning approach for dengue prediction models, Neural network optimization for dengue diagnostic systems, and Climate-driven dengue prediction with IoT & remote sensing. Advancements include substantial improvements in prediction models through machine learning and IoT integration, albeit with identified limitations, necessitating ongoing research and refinement. Our findings hold direct implications for public health professionals, academics, and decision-makers, offering data-driven strategies for dengue outbreak control. The identified research themes act as a roadmap for future investigations, guiding the development of more robust tools for early prediction and decision-making in the battle against dengue. This study contributes to understanding the evolving landscape of dengue research, facilitating informed actions to mitigate the impact of this infectious disease. 
Co-Authors ', Adnan A.A. Ketut Agung Cahyawan W Abdul Muis Abu Bakar Sambah, Abu Bakar Akbar Lufi Zulfikar Al Abror, M. Abdul Malik Alfani, Ajeng Khori Amrulloh, Lutfi Arfiah Busari Ari F Syam Arif Hidayat Asmawati, Diah Aziz Q, Ikhwan Aziz, Ikhwan Baharuddin Baharuddin Bayu Priyono, Bayu Daduk Setyohadi Dewi, Deshinta Arrova Dharmawan, Denny Dharmika D Didi Sunardi Dio Caisar Darma Djohan, Sjamsu Djoko Setyadi Edi Surya Negara Ehwannudin, Ehwannudin Ehwanudin Ehwanudin Ehwanudin, Ehwanudin Ekhwanuddin, Ekhwanuddin Eny Rochaida Erawan, Bambang Fadilah, Lutfi Fahreza, Nirwan Fajriyati, Latifah Adi Farhan Muzaki Firmansyah F Gaffar, Emmilya Umma Aziza Ghaida, Regina Hartati, Sukmini Hasanah, Putri Nikmatul Hayati, Rina Mida Hernisawati, Hernisawati Hidayah, Chusnul Ikhwan Fauzi, Ahmad Irhamuddin, Irhamuddin Irhamudin, Irhamudin Irwan Gani Islahiyah Nida Jiuhardi, Jiuhardi Khairullah, Khairullah Khofifah, Dwi Kurniawan A., Erwin Kurniawan, Andys Kurniawan, Tri Basuki Kursiswanti, Eli Tri Lia Paryanti, Eka Lingga, Rafi Putra Liwa, Maria Ana M Said Hasibuan M. Diki Septiawan M. Yoga Supeno Mahdalena, Nadya Christa Mas’ud, Rahmad Mas’ud, Rudy Masiku, Yakin Masuwd, Mowafg Maulana, M.Fikri Midahayati, Rina Miftahus Saadah, Miftahus Muhammad Izman Herdiansyah Mujino Mujino, Mujino Mukti, Eviana Nadaek, Nason Najah, Atin Nailatun Nikmah, Lutfiatun Nisfah, Amirotun Noor Akhmad Setiawan Nur Ariyani, Putri Nur Iman Nurjanana Nurjanana Priyana Nur Jannah Putro, Pilipus Bambang Wahyono Q, Ikhwan Aziz R Rizal Isnanto Radinata, Riki Rahcmad Budi Suharto Ramadan, Muhammad Fadli Ilham Ramdhan, Dahma Amar Rizky, Muhamad Romadlona, Fitria Rosyid, Ahmad Sihabudin Rumiasih, N. A. Shihab, Elza Fauziyah Sidiq, Syahrul Solehudin, Solehudin Sri Mintarti Suhadi, Ahmad Suharto, Rachmad Budi Suprapti, Devita Mardiana Sutari, Mira Sutaryo Sutaryo Syahrial, Muhfi Tata Sutabri Teguh Bharata Adji Toar JM Lalisang Triyana, Novi Umi Zakiyah, Umi Wahyu Setiawan Wardaniah, Mistaratul Yeh, Ming-Lang Yuliana Yuliana Yuswanto, Adi Zahiruddin, Haikal Zainal Ilmi Zamruddin Hasid Zukarnain, Zuriani Ahmad