cover
Contact Name
Lalu Masyhudi
Contact Email
laloemipa@gmail.com
Phone
+6287864008292
Journal Mail Official
laloemipa@gmail.com
Editorial Address
Perumahan Taman alamanda III Blok T No.3 Karang Pule Mataram
Location
Kab. lombok barat,
Nusa tenggara barat
INDONESIA
Journal of Innovation Research and Knowledge
Published by bajang Institute
ISSN : 27983471     EISSN : 27983641     DOI : 10.53625
Journal of Innovation Research and Knowledge, published by Bajang Institute. Published in two formats, print and online, print version of ISSN: 2798-3471 and the online version of ISSN: 798-3641, both of which are published every month. The scope of the journal studies broadly includes: Culture (a unique study of performing arts and classical culture, traditional from various regions in Indonesia, and modern cultural arts such as dance, fine arts, and music art also includes the study of Indonesian literature on classical and contemporary literary issues) Religion (Study of comparative religion, study of pluralism and religious diversity in Indonesia) Sociopolitical Science/State Administration Media (Cultural studies and media, New Media and Contemporary Societies) Gender (Urban Culture, Gender bias, and gender inequality) Public policy (extractive public policies, distributive public policies, and regulative public policies) Development (economic and social development, urban and regional development) Environment (customs, social and environmental, land and natural resource utilization) Disaster (local wisdom and social culture, disaster management, community empowerment, survival and humanity, disaster and social emergency response organizations) Tourism (ecotourism, tourism management, religious tourism, urban tourism, and cultural tourism) Agriculture Economics Health Education
Arjuna Subject : Umum - Umum
Articles 2,651 Documents
MENGISI KESENJANGAN DIGITAL ARTIFICIAL INTELLIGENCE DALAM DIAGNOSIS OTITIS MEDIA SEBUAH PENDEKATAN BERBASIS TINJAUAN SISTEMATIS DAN ANALISIS KESENJANGAN Andri Firmansyah; Penggalih Mahardika Herlambang; Rizqa Febriliany Putri; Triana Rahmawati
Journal of Innovation Research and Knowledge Vol. 5 No. 8 (2026): Januari 2026
Publisher : Bajang Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Background: Otitis media (OM) is a common middle ear infection that can lead to hearing and developmental impairments. Although artificial intelligence (AI) achieves 76-98.26% accuracy in image-based diagnosis, its utilization as a chatbot for triage and education remains very limited.Objectives: This study aims to map AI research trends in OM diagnosis, evaluate evidence of AI effectiveness, and identify gaps for clinical chatbot design.Methods: The study employed a mixed-methods approach with bibliometric analysis and systematic literature review following PRISMA 2020 guidelines on PubMed articles from 2021-2025.Results: The systematic review of 12 studies revealed research dominance by the United States and China, focusing on digital otoscopy and image classification. However, only one study mentioned the potential of large language models (LLMs), and no clinically validated OM chatbot prototypes were found. Conclusion: There exists a critical gap between image-based diagnostic capabilities and accessible text/speech-based solutions for the public. This study proposes developing a clinical OM chatbot that integrates current medical evidence and validated LLM architecture. This development aims to enhance healthcare access, improve initial triage accuracy, and provide patient education in regions with limited ENT specialists. The systematic review and gap analysis-based approach serves as an important methodological foundation for ensuring clinical relevance and sustainable implementation of chatbots in healthcare systems

Filter by Year

2021 2026


Filter By Issues
All Issue Vol. 5 No. 8 (2026): Januari 2026 Vol. 5 No. 7 (2025): Desember 2025 Vol. 5 No. 6 (2025): Nopember 2025 Vol. 5 No. 5 (2025): Oktober 2025 Vol. 4 No. 12: Mei 2025 Vol. 4 No. 11: April 2025 Vol. 4 No. 10: Maret 2025 Vol. 5 No. 4: September 2025 Vol. 5 No. 3: Agustus 2025 Vol. 5 No. 2: Juli 2025 Vol. 5 No. 1: Juni 2025 Vol. 4 No. 9: Februari 2025 Vol. 4 No. 8: Januari 2025 Vol. 3 No. 12: Mei 2024 Vol. 3 No. 11: April 2024 Vol. 3 No. 10: Maret 2024 Vol. 4 No. 7: Desember 2024 Vol. 4 No. 6: Nopember 2024 Vol. 4 No. 5: Oktober 2024 Vol. 4 No. 4: September 2024 Vol. 4 No. 3: Agustus 2024 Vol. 4 No. 2: Juli 2024 Vol. 4 No. 1: Juni 2024 Vol. 3 No. 9: Februari 2024 Vol. 3 No. 8: Januari 2024 Vol. 2 No. 12: Mei 2023 Vol. 2 No. 11: April 2023 Vol. 2 No. 10: Maret 2023 Vol. 3 No. 7: Desember 2023 Vol. 3 No. 6: Nopember 2023 Vol. 3 No. 5: Oktober 2023 Vol. 3 No. 4: September 2023 Vol. 3 No. 3: Agustus 2023 Vol. 3 No. 2: Juli 2023 Vol. 3 No. 1: Juni 2023 Vol. 2 No. 9: Februari 2023 Vol. 2 No. 8: Januari 2023 Vol. 1 No. 12: Mei 2022 Vol. 1 No. 11: April 2022 Vol. 1 No. 10: Maret 2022 Vol. 2 No. 7: Desember 2022 Vol. 2 No. 6: November 2022 Vol. 2 No. 5: Oktober 2022 Vol. 2 No. 4: September 2022 Vol. 2 No. 3: Agustus 2022 Vol. 2 No. 1: Juni 2022 Vol. 1 No. 9: Februari 2022 Vol. 1 No. 8: Januari 2022 Vol. 1 No. 7: Desember 2021 Vol. 1 No. 6: Nopember 2021 Vol. 1 No. 5: Oktober 2021 Vol. 1 No. 4: September 2021 Vol. 1 No. 3: Agustus 2021 Vol. 1 No. 2: Juli 2021 Vol. 1 No. 1: Juni 2021 More Issue