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All Journal Journal of Information Systems Engineering and Business Intelligence Indonesian Journal on Computing (Indo-JC) Al Ishlah Jurnal Pendidikan JURNAL MEDIA INFORMATIKA BUDIDARMA Jurnal Tekno Insentif JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Building of Informatics, Technology and Science Bubungan Tinggi: Jurnal Pengabdian Masyarakat BERNAS: Jurnal Pengabdian Kepada Masyarakat Charity : Jurnal Pengabdian Masyarakat Journal La Multiapp Instal : Jurnal Komputer Jurnal Nasional Teknik Elektro dan Teknologi Informasi eProceedings of Engineering Community Service Seminar and Community Engagement (COSECANT) Jurnal Pengabdian Masyarakat Bangsa Jurnal INFOTEL LOGIC: Jurnal Penelitian Informatika
Indra Lukmana Sardi
Universitas Telkom
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Journal : Journal La Multiapp

 1 
Application of a Question Answering System in the Ontology-Based Health Domain and Question Templates to Improve the Quality of Answers Yudhono, Efwandha; Shaufiah, Shaufiah; Sardi, Indra Lukmana
Journal La Multiapp Vol. 5 No. 5 (2024): Journal La Multiapp
Publisher : Newinera Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37899/journallamultiapp.v5i5.1600

Abstract

Developing an effective Question Answering System (QAS) to address a wide range of health-related inquiries presents a significant challenge. This study introduces an innovative approach using an ontology-based QAS within the health domain, leveraging the Resource Description Framework (RDF) and SPARQL query language. By utilizing ontology, the system can more accurately map health concepts, improving the relevance and precision of its responses. Additionally, the incorporation of structured Question Templates enhances the system’s ability to understand and respond to diverse user queries. The system's performance was evaluated using Black Box Testing, which demonstrated that it consistently provides accurate and relevant answers. The system achieved a Mean Average Precision (MAP) of 79.6%, indicating its potential to effectively address a broad spectrum of health issues.
Co-Authors Abdillah, Mgs. M. Fakhri Adrianto, Rexcy Putra Agus Cahya Ananda Yoga Putra Agus Kusnayat Alfian Yulianto Angelina Prima Kurniati Angelino Sandy Kusuma Anisa Hendiawan Anisa Herdiani Arfianto Fahmi Arfive Gandhi Arie Kurniawan Arif Arif Bijaksana Aristyo Hadikusuma Azizi, Nur Fuad Bastomy Bastomy Dana S. Kusumo Dana Sulistiyo Kusumo Dana Sulistyo Kusumo Dana Sulistyo Kusumo Danang Junaedi Edwar Eko Darwiyanto Ema Rachmawati erna febriyanti Faishal Daffa Faris Muhammad Fathurrahman , Muhammad Wima Febrio Ibrahim Sebayang Fitriyani Fitriyani Gede Agung Ary Wisudiawan Giffarinda, Raihan Ekaputra Hadi Kurniawan Sidiq Hani Dika Riani Herdiani , Anisa I Gusti Ayu Chandra Devi Ibnu Asror Jahtra Genio Muhammad Kridanto Surendro Kusumo, Dana Sulistyo Lestari, Marinda Endi Markus Bernard1 Moch Arif Bijaksana Mohammad Yasin Abdul Hafidh Mohd. Fauzy Monterico Adrian Muhammad Bambang Hidayanto Muhammad Fikri Ridhwan Muhammad Rezaldy Muhammad Shalahuddin Aldi Baihaqi Muhammad, Adika Nabila Nanda Widyastuti Nungki Selviandro Nurwibowo, Prigusti Arruum P, Shinta Yulia Prati Hutari Gani Prayogo, Ariq Dary Pristantya, Mayang Rais Hafiyyan Ramanti Dwi Indrapurasih Refanto, Moch Billy Ridho Hadad Rina Pudji Astuti Rizky Wahyu Kurniawati Rosa Reska Riskiana Saputra, Wahyu Nur Shaufiah . Shinta Yulia Puspitasari Sidiq, Hadi Kurniawan Simon Siregar Sri Martini Sri Widowati Stefanus Wisnu Adi Nugroho Winandri, Reyhan Rahma Yayan Agustian Yudhono, Efwandha Yustisia Susandi Zian Alfaen