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Journal : International Journal of Engineering, Science and Information Technology

Web-based Rabies Disease Diagnosis Expert System with Forward Chaining and Dempster Shafer Methods Salat, Junaidi; Rasna, Rasna; Ichsan, Muhammad; Abdullah, Dahlan; Lamsir, Seno
International Journal of Engineering, Science and Information Technology Vol 5, No 2 (2025)
Publisher : Malikussaleh University, Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v5i2.801

Abstract

Rabies is a hazardous zoonotic disease that poses a significant threat to both animals and humans, as it can result in death. The disease is caused by a single-stranded RNA virus commonly found in infected animals' saliva, which can be transmitted to humans through bites. Although many people keep animals as pets, many lack adequate knowledge about the potential risks of rabies transmission. In Indonesia, most cases of rabies transmission to humans are caused by bites from infected dogs, followed by bites from monkeys and cats. The absence of an effective treatment for Rabies makes prevention and early diagnosis extremely important. One approach that could help manage the disease is creating an expert system for rabies diagnosis. The Rabies Disease Expert System is developed based on a needs analysis conducted through interviews with veterinarians to understand the classification of symptoms and the diagnostic process for Rabies. It's important to note that while the system is a valuable tool, it does have limitations and should not replace the role of a veterinarian. The system employs two critical methodologies: the Forward Chaining and Dempster-Shafer algorithms. These algorithms allow the system to trace the progression of symptoms and calculate the probability of a rabies infection. The system is an interactive platform where users—such as animal owners or medical professionals—can input observed symptoms in either animals or humans. Based on these inputs, the system provides a probable diagnosis. For example, the expert system might determine that a dog is in the 'Excitation Stage' of Rabies with a 54% confidence level. The integration of Forward Chaining and Dempster-Shafer methods ensures that the system continuously refines its diagnostic accuracy, aiming for a confidence level close to 100%. This expert system offers a promising tool to aid in the early detection and management of Rabies, potentially reducing the risk of widespread transmission.
Co-Authors -, Suwarjono Abdurakhman, Omon Abdurakhman, Omon Abrar, Faturrahman Achmad Haikal Adla, Suci Rahmatul Agustiansyah, Rizky Ahmad Tamrin Sikumbang Alawiah, Novita Alawiah, Novita Alhaddadi, Alhaddadi Alif Aditya Candra, Alif Aditya Amir Mahrudin, Amir Amril, La Ode Anderson, Irzal Andra, Noviandra Azzahra Angga Pradipta, Angga Anggaini, Yuni Antaiwan Bowo Pranogyo Aprilia, Restu Yuwanda ARDIANSYAH ARDIANSYAH Ardiawati, Ilma Agnia Ariandi, Muhamad Aryanti, Yosi Astuti, Leni Fuzi Aulia Rahman Ayuna, Laiya Aziza, Firda Amalia Azizah, Hidayatul Putri Azzahra, Halida Azzahra, Nanda Nur Batubara, Lydia Fahira Dahlan Abdullah Damayanti, Nita Rosa Darti, Firyal apipah Delia, Friska Dhini Permasari Johar, Rama Dwiyanti, Ratna Alya Erna Dewi . Fachri Helmanto Fadhila, Dehya Nisrina Farah, Anisa Fatimah, Nurul Suci Fitri, Anisa Fitri, Hanifah Ghazi Mauer Idroes Hajri , Priazki Hajri, Priazki Halomoan HSB, Putra Hamamy, Fauziyatul Haq RD, Amirul Harahap, Nasruddin Khalil Hargiani, Fransisca Xaveria Hasan Bisri Hasan, Lenny Havidz Aima, Havidz Helmia Tasti Adri Hendro, Junaidi Heri Usmanto Hidayah, Ahmad Irpan Pane, Mara Jaafar, Azhar Jufrizal Jufrizal Karnilawati Karnilawati Khairunnisa Khairunnisa Kusdarini Lamsir, Seno Lenny Hasan, Henny Sjafitri, Nelharosma, MADE ASTAWAN Mahfuza, Rizka Mahir Pradana Maqvirah, Annisa Mardani Mardani Maria Ulfa Mastura, Fina Maulana, Reza Aditia Mawardiana Mawardiana Megan Asri Humaira Melisa Melisa Miftahul Malik Muhammad Rivai Muhari, Muhammad Mutmainnah Mutmainnah Nadilah, Siti Naldi, Rio Nazila, Laini Neli Suryani Putri, Neli Suryani Putri Novi Maryani Nugroho, Hussein Adi Nur Hafni Nurdiansyah, Chepi Nurhikmah, Ima Nurmalia Dewi Pasaribu, Yunita Pertiwi, Rara Diah Prihatini, Nurul Pristiana, Meysa Putri, Chesy Ayuni Putri, Septin Habillah R. Siti Pupu Fauziah Rahmad Syah Putra Rahmad Syah, Rahmad Rahmi, Intan Meutia Ramadhani Ramadhani Rasmitadila, Rasmitadila Rasna, Rasna Ria Yunita, Ria Rifani, Rini Rivaldy, Novry RR. Ella Evrita Hestiandari Rumsant, Fayra Adzanie Rusi Rusmiati Aliyyah Safira, Nadia Salam, M. Salat, Junaidi Sangeen, Qudratullah Siregar, Rika Diana Siti Hasanah Siti Maesaroh Siti Tiara Maulia, Siti Tiara Sri Rahmadani, Sri Sriayuni, Dianti Sumampouw, Ruland Willy Jack Sumarni, Dedeh Sunarti, Pipit Surya, Asmedi Suryono, Dwi Windu Tarsono Tarsono Taufiq Karma Teguh Prasetyo Tiara Maulia, Siti Tiara, Ernita Dita Tusa’diyah, Hilma Tutik Wresdiyati Utami, Sundari Vadhillaesa, Shania Venessa Agusta Gogali Warasman Marbun Wiwik Handayani Wiworo Retnadi Rias Hayu, Wiworo Retnadi Rias Yulisa, Ike Zarista, Eden Zidan, Muhammad