Sistem Pakar Diagnosis Penyakit Gigi dengan Metode Breadth First Search berbasis Instant Messaging LINE Messenger
Abstract
Toothache is a disease commonly experienced by humans, therefore must be treated immediately to prevent serious impact. One of the initial treatments is to consult a dental expert. Current technological developments have been able to transform an expert's knowledge into a digital form called an expert system for easy and fast access. Currently, most expert systems are based on the web and Android/iOS platforms. The development of an expert system based on web applications or Android/iOS faces several challenges. The challenge is that it requires a lot of development time and costs because it has to develop an interface and requires a server with good performance. The challenge faced from the user's side is that more storage space is needed to install an expert system on smartphones. The solution proposed in this study is to develop an expert dental disease diagnosis system using the Breadth First Search Method based on instant messaging. One of the most popular instant messaging in Indonesia is LINE Messenger. This research succeeded in developing a dental disease diagnosis expert system based on LINE Messenger that is easily accessible and capable of diagnosing diseases with an accuracy rate of 90.9%.
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References
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[2] Adriyendi, “INFERENCE MENGGUNAKAN FORWARD CHAINING PADA FOOD AFFORDABILITY,” J. Sainstek, vol. 9, no. 2, pp. 108–122, 2017.
[3] I. N. S. Yasa, I. K. G. D. Putra, and N. M. A. E. . Wirastuti, “Peramalan Kurs Rupiah Terhadap US Dollar Menggunakan Metode Hibrid,” Maj. Ilm. Tekologi Elektro, vol. 16, no. 3, pp. 33–38, 2017.
[4] P. R. Nurbhawa, I. K. G. D. Putra, and N. Gunantara, “Sistem Pendukung Keputusan Untuk Penentuan Lokasi BTS PT . Smartfren Menggunakan Metode Fuzzy -AHP,” Maj. Ilm. Tekologi Elektro, vol. 16, no. 3, 2017.
[5] Olanloye and D. Odunayo, “AN EXPERT SYSTEM FOR DIAGNOSING FAULTS IN MOTORCYCLE,” Int. J. Eng. Appl. Sci., vol. 5, no. 06, pp. 1–8, 2014.
[6] W. U. Setiabudi, E. Sugiharti, and F. Y. Arini, “Expert System Diagnosis Dental Disease Using Certainty Factor Method,” Sci. J. Informatics, vol. 4, no. 1, pp. 43–50, 2017.
[7] N. L. Ratniasih, M. Sudarma, and N. Gunantara, “Penerapan Text Mining dalam Spam Filtering untuk Aplikasi Chat,” Maj. Ilm. Tekologi Elektro, vol. 16, no. 3, 2017.
[8] J. Clement, “Most famous social network sites 2019, by active users,” 2019. https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-of-users/ (accessed May 27, 2020).
[9] F. Zebua, “Laporan DailySocial: Survey Instant Messaging 2017,” 2017. https://dailysocial.id/post/laporan-dailysocial-survey-instant-messaging-2017 (accessed May 27, 2020).
[10] LINE Messenger Corporation, “LINE Download,” line.me. https://line.me/en-US/download (accessed May 30, 2020).
[11] LINE Messenger Corporation, “Messaging API Reference,” line.biz. https://developers.line.biz/en/reference/messaging-api/ (accessed May 30, 2020).
[12] K. Darmaastawan, I. M. Sukarsa, and P. W. Buana, “LINE Messenger as a Transport Layer to Distribute Messages to Partner Instant Messaging,” Int. J. Mod. Educ. Comput. Sci., vol. 11, no. March, pp. 1–9, 2019, doi: 10.5815/ijmecs.2019.03.01.
[13] K. T. Wirawan, I. M. Sukarsa, and I. P. A. Bayupati, “Balinese Historian Chatbot using Full-Text Search and Artificial Intelligence Markup Language Method,” I.J. Intell. Syst. Appl., vol. 11, no. 8, pp. 21–34, 2019, doi: 10.5815/ijisa.2019.08.03.
[14] I. M. Sukarsa, I. K. G. D. Putra, N. P. Sastra, and L. Jasa, “A New Framework for Information System Development on Instant Messaging for Low Cost Solution,” TELKOMNIKA, vol. 16, no. 6, pp. 2799–2808, 2018, doi: 10.12928/TELKOMNIKA.v16i6.8614.
[15] D. A. K. Arimbawa P, I. K. G. D. Putra, and I. M. Sukarsa, “Library System Using Radio Frequency Identification ( RFID ) and Telegram Bot API,” Lontar Komput., vol. 9, no. 1, pp. 40–51, 2018.
[16] D. Namiot, “Twitter as a transport layer platform,” Proceding 2015 IEEE Artif. Intell. Nat. Lang. Inf. Extr. Soc. Media Web Search Fruct Conf. (AINL-ISMW Fruct., pp. 46–51, 2015, doi: 10.1109/AINL-ISMW-FRUCT.2015.7382968.
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[19] A. A. Pramesti, R. Arifudin, and E. Sugiharti, “Expert System for Determination of Type Lenses Glasses using Forward Chaining Method,” Sci. J. Informatics, vol. 3, no. 2, 2016, doi: 10.15294/sji.v3i2.7914.
[20] M. A. Muslim, I. Kurniawati, and E. Sugiharti, “EXPERT SYSTEM DIAGNOSIS CHRONIC KIDNEY DISEASE BASED ON MAMDANI FUZZY INFERENCE SYSTEM,” J. Theor. Appl. Inf. Technol., vol. 78, no. 1, 2015.
[21] H. A. Al Rekhawi, A. A. Ayyad, and S. S. A. Naser, “Rickets Expert System Diagnoses and Treatment,” Int. J. Eng. Inf. Syst., vol. 1, no. 4, pp. 149–159, 2017.
[22] S. S. A. Naser, M. Z. Shaath, and Abstract, “Expert system urination problems diagnosis,” World Wide J. Multidiscipl Ina. Res. Dev. WWJMRD, vol. 2, no. 5, pp. 9–19, 2016.
[23] S. S. A. Naser and M. M. Hilles, “An expert system for shoulder problems using CLIPS,” World Wide J. Multidiscipl Ina. Res. Dev. WWJMRD, vol. 2, no. 5, pp. 1–8, 2016.
[24] R. A. Sihombing, “Sistem pakar untuk mendiagnosa gangguan pada sistem hepatobiliaris berbasis android mobile,” J. Satuan Tulisan Ris. dan Inov. Teknol., vol. 3, no. 1, pp. 98–106, 2018.
[25] H. Agung and N. Y. Marselinus, “Implementasi Metode Breadth First Search dan Vikor pada Aplikasi Diagnosa Kerusakan Hardware Komputer,” J. SISFOKOM, vol. 05, no. 1, pp. 46–53, 2016.
[26] C. Tonyjanto, “SISTEM PAKAR MENGIDENTIFIKASI PENANGGULANGAN PENYAKIT PADA GIGI DAN MULUT,” J. Teknol. Inf. dan Komput., vol. 1, no. 1, 2015.
[27] Y. Efendi, “Diagnosis Kanker Darah pada Anak menggunakan Inferensi Forward Chaining,” SATIN – Sains dan Teknol. Inf., vol. 2, no. 1, pp. 1–6, 2016.
[28] Y. A. Pratama and E. Junianto, “Sistem Pakar Diagnosa Penyakit Ginjal Dan Saluran Kemih Dengan Metode Breadth First Search,” J. Inform., vol. 2, no. 1, 2016, doi: 10.31311/ji.v2i1.69.
[29] R. Handayani, “METODA BREADTH FIRST SEARCH PADA INFERENSI FORDWARD CHAINING UNTUK MENDIAGNOSA HAMA TANAMAN JERUK,” J. KomTekInfo, vol. 4, no. 2, pp. 241–249, 2017.
[30] I. M. Sukarsa, N. W. Wisswani, T. Pustaka, and S. Pakar, “RANCANG BANGUN SISTEM PAKAR UNTUK PERBAIKAN KECEPATAN DAN KEGAGALAN KONEKSI PERALATAN EKSTERNAL PADA PERSONAL KOMPUTER,” Maj. Ilm. Teknol. Elektro, vol. 8, no. 1, 2012, [Online]. Available: https://ojs.unud.ac.id/index.php/JTE/article/view/1574/920.
[31] R. Rahim et al., “Congklak , a traditional game solution approach with breadth first search,” in MATEC Web of Conferences 197, 2018, vol. 03007, pp. 1–4.
[32] R. Ratnadewi, E. M. Sartika, R. Rahim, B. Anwar, M. Syahril, and H. Winata, “Crossing Rivers Problem Solution with Breadth-First Search Approach,” in The 2nd Annual Applied Science and Engineering Conference (AASEC 2017), 2017, vol. 288, no. 1, doi: 10.1088/1757-899X/288/1/012125.
[33] M. J. Pathak, R. L. Patel, and S. P. Rami, “Comparative Analysis of Search Algorithms,” Int. J. Comput. Appl., vol. 179, no. 50, pp. 40–43, 2018.
[34] K. W. A. S, P. D. Kusuma, C. Setianingsih, and A. W. Pollution, “Monitoring and Classification System of River Water Pollution Conditions with Fuzzy Logic,” pp. 112–117, 2019.
Published
2021-03-12
How to Cite
DARMAASTAWAN, Kadek; LANANG BAGUS SUPUTRA JAYA AMERTHA, Putu; JASA, Lie.
Sistem Pakar Diagnosis Penyakit Gigi dengan Metode Breadth First Search berbasis Instant Messaging LINE Messenger.
Majalah Ilmiah Teknologi Elektro, [S.l.], v. 20, n. 1, p. 139-146, mar. 2021.
ISSN 2503-2372.
Available at: <https://ojs.unud.ac.id/index.php/mite/article/view/60290>. Date accessed: 19 nov. 2024.
doi: https://doi.org/10.24843/MITE.2021.v20i01.P16.
Section
Articles
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
This work is licensed under a Creative Commons Attribution 4.0 International License
