Design of Dental Disease Knowledge Base Editor Dialog using ISR-Framework

Aridhanyati Arifin, Rahadian Kurniawan, Sri Kusumadewi, Andri Panca Purnama, Kukuh Eka Nugraha

DOI: https://doi.org/10.23917/khif.v8i1.15107

Abstract

Dental disease is one of the health problems commonly found in Indonesia. Data from the Indonesian Health Authority indicates an imbalance between the number of handled dental cases and the number of dental specialists who treat them. Technological advances bring significant improvements in the quality of medical services. A reliable Group Decision Support System (GDSS) requires a knowledge base editor for expert knowledge acquisition. A critical aspect in building a knowledge base is the interactive interface design. The problem that often arises is that experts find it hard to use a system because the interface does not meet their expectations. In this study, we analyze the interface requirements for a knowledge base editor with a group of experts. The purpose is to report on the process of designing a knowledge base editor interface with a user-centered expert group using the Information Systems Research (ISR-Framework) framework. We conducted several Focus Group Discussions involving 20 dentists, one dental specialist, and one Information Technology Expert in the GDSS field. The repetitive characteristics of this method help increase the value of user satisfaction. The research results expectedly support the ISR framework as a guide for designing future knowledge acquisition applications.

Keywords

knowledge base interface, dental diseases, information systems research framework

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References

Pusat Data dan Informasi Kesehatan Republik Indonesia, “Situasi Kesahatan Gigi dan Mulut,” 2014. http://www.depkes.go.id.

Kementerian Badan Penelitian dan Pengembangan, “Hasil Utama Riset Kesehatan Dasar,” Kementrian Kesehatan Republik Indonesia, 2018. http://www.depkes.go.id/resources/download/info-terkini/hasil-riskesdas-2018.pdf.

Kementrian Kesehatan RI, “Profil Kesehatan Indonesia 2018 Kemenkes RI,” 2019. http://www.depkes.go.id/resources/download/pusdatin/profil-kesehatan-indonesia/Data-dan-Informasi_Profil-Kesehatan-Indonesia-2018.pdf.

A. Nurlifa, S. Kusumadewi, and Kariyam, "Analisis Pengaruh User InterfaceTerhadap Kemudahan Penggunaan Sistem Pendukung Keputusan Sorang Dokter", Seminar Nasional Teknologi dan Informatika (SNATIF). 2014.

B. G. Hope and R. H. Wild, “An expert support system for service quality improvement,” in Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences, 1994, pp. 183–190.

O. Azaab, S; Abu Naser, S; Sulisel, “A proposed expert system for selecting exploratory factor analysis procedures,” J. Coll. Educ., vol. 4, no. 2, pp. 9–26, 2000.

G. Fischer, “Human-Computer Interaction Software: Lessons Learned, Challenges Ahead,” IEEE Softw., vol. 6, no. 1, pp. 44–52, 1989, doi: 10.1109/52.16901.

A. R. Henver, “A Three Cycle View of Design Science Research,” Scand. J. Inf. Syst., vol. 19, no. 2, pp. 87–92, 2007, [Online]. Available: http://aisel.aisnet.org/sjis/vol19/iss2/4.

M. Muller, “Participatory Design,” Commun. ACM, vol. 36, no. 6, pp. 24–28, 1993.

P. Gray and L. Olfman, “The user interface in group decision support systems,” Decis. Support Syst., vol. 5, no. 2, pp. 119–137, 1989, doi: 10.1016/0167-9236(89)90002-X.

H. Leitich, H. P. Kiener, G. Kolarz, C. Schuh, W. Graninger, and K. P. Adlassnig, “A prospective evaluation of the medical consultation system CADIAG-II/RHEUMA in a rheumatological outpatient clinic,” Methods Inf. Med., vol. 40, no. 3, pp. 213–220, 2001, doi: 10.1055/s-0038-1634168.

R. Navigli, P. Velardi, and A. Gangemi, “Ontology Learning and Its Application to Automated Terminology Translation,” IEEE Intell. Syst., vol. 18, no. 1, pp. 22–31, 2003, doi: 10.1109/MIS.2003.1179190.

H. C. Chu and G. J. Hwang, “A Delphi-based approach to developing expert systems with the cooperation of multiple experts,” Expert Syst. Appl., vol. 34, no. 4, pp. 2826–2840, 2008, doi: 10.1016/j.eswa.2007.05.034.

A.-M. Suduc, M. Bîzoi, L. Duta, and G. Gorghiu, “Interface Architecture for a Web-Based Group Decision Support System,” Stud. Informatics Control, vol. 18, no. 3, pp. 241–246, 2009.

T. Chklovski and Y. Gil, “Improving the design of intelligent acquisition interfaces for collecting world knowledge from web contributors,” in Proceedings of the 3rd International Conference on Knowledge Capture, K-CAP’05, 2005, pp. 35–42, doi: 10.1145/1088622.1088630.

T. Keller, P. Gerjets, K. Scheiter, and B. Garsoffky, “Information visualizations for knowledge acquisition: The impact of dimensionality and color coding,” Comput. Human Behav., vol. 22, no. 1, pp. 43–65, 2006, doi: 10.1016/j.chb.2005.01.006.

A. R. Hevner, S. T. March, J. Park, and S. Ram, “Design science in information systems research,” MIS Q. Manag. Inf. Syst., vol. 28, no. 1, pp. 75–105, 2004, doi: 10.2307/25148625.

R. Dieng, A. Giboin, P. A. Tourtier, and O. Corby, “Knowledge acquisition for explainable, multi-expert, knowledge-based design systems,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 599 LNAI, pp. 298–317, 1992, doi: 10.1007/3-540-55546-3_47.

Z. Haiguang, H. Qingxi, Y. Yuan, and W. Qi, “Design and implementation of a knowledge engineering-based Dental Diagnostic Expert System (DDES),” in 2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009, 2009, vol. 5, pp. 362–366, doi: 10.1109/CSIE.2009.589.

G. Bakraceski, R. Stojanov, M. Jovanovik, and D. Trajanov, “A Knowledgebase Editor Using Semantic Web Technologies,” in 7th International Conference for Informatics and Information Technology, 2010, [Online]. Available: http://e-tnc.com/etnc/Portals/3/papers/knoweditor-ciit2010.pdf.

P. Rhodes, “Knowledge based electronic clinical record for dentistry,” 2012.

M. Griffith et al., “CIViC is a community knowledgebase for expert crowdsourcing the clinical interpretation of variants in cancer,” Nat. Genet., vol. 49, no. 2, pp. 170–174, 2017, doi: 10.1038/ng.3774.

F. Suryani, I. Muhimmah, and S. Kusumadewi, “Preferred model of dialog style in expert system of physical examination of skin disease,” Proc. - 2015 Int. Conf. Sci. Inf. Technol. Big Data Spectr. Futur. Inf. Econ. ICSITech 2015, pp. 247–252, 2016, doi: 10.1109/ICSITech.2015.7407812.

E. Susilo, F. D. Wijaya, and R. Hartanto, “Perancangan dan Evaluasi User Interface Aplikasi Smart Grid Berbasis Mobile Application,” J. Nas. Tek. Elektro dan Teknol. Inf., vol. 7, no. 2, 2018, doi: 10.22146/jnteti.v7i2.416.

R. Mendoza-González, F. J. Álvarez Rodríguez, J. M. Arteaga, and A. Mendoza-González, “Guidelines for designing graphical user interfaces of mobile E-Health Communities,” in ACM International Conference Proceeding Series, 2012, doi: 10.1145/2379636.2379639.

I. Muslim, “Perspektif pengguna dalam perancangan user interface pada website digital library,” J. Sains, Teknol. dan Ind., vol. 13, no. 1, pp. 39–45, 2015.

W. Wahlster and A. Kobsa, User Models in Dialog Systems. Berlin, Heidelberg.: Springer, 1989.

A. D. Sastrawan, E. Sjamsudin, and A. Faried, “Penatalaksanaan emergensi pada trauma oromaksilofasial disertai fraktur basis kranii anterior,” Maj. Kedokt. Gigi Indones., vol. 3, no. 2, p. 111, 2017, doi: 10.22146/majkedgiind.12606.

G. Walsham, “Cross-cultural software production and use: A structurational analysis,” Glob. Inf. Syst. Implic. Cult. IS Manag., pp. 45–74, 2008, doi: 10.4324/9780080942742.

H. Y.-H. and G. A.K., “Recommendations for health information technology implementation in rural hospitals,” Int. J. Health Care Qual. Assur., vol. 29, no. 4, pp. 454–474, 2016, [Online]. Available: http://www.embase.com/search/results?subaction=viewrecord&from=export&id=L617025851%0Ahttp://dx.doi.org/10.1108/IJHCQA-09-2015-0115.

Y. Shang. The Electrical Engineering Handbook. 2005. https://www.sciencedirect.com/topics/computer-science/knowledge-acquisition

J. P. Chin, V. A. Diehl, and K. L. Norman, “Development of an instrument measuring user satisfaction of the human-computer interface,” Conf. Hum. Factors Comput. Syst. - Proc., vol. Part F1302, pp. 213–218, 1988, doi: 10.1145/57167.57203.

K. Luna, M. Nogueira, and P. B. Albuquerque, “Words in larger font are perceived as more important: explaining the belief that font size affects memory,” Memory, vol. 27, no. 4, pp. 555–560, 2019, doi: 10.1080/09658211.2018.1529797.

J. Limantono, and R.Tanama, "Rancang Bangun Aplikasi Sistem Pakar Berbasis Android untuk Identifikasi Penyakit pada Gigi dengan Menggunakan Metode Forward Chaining", Jurnal Informatika Universitas Pamulang, Vol. 5, No. 4, pp. 459-465, 2020.

Fadhilah, I. Mahendra, and I. Khairina, "Sistem Pakar Berbasis Web Menggunakan Metode Forward Chaining Untuk Mendiagnosa Penyakit Pulpa Dan Periapikal, Jurnal Teknik Informatika dan Sistem Informasi, Vol. 5, No. 2, pp. 181-197, 2019.

B.A.S. Bayu, A.F. Rozi, "Sistem Pakar Diagnosa Penyakit Gigi dan Mulut Menggunakan Metode Certainty Factor", Journal Of Information System And Artificial Intelligence, Vol 1, Issue 2, pp.16-24, 2021.

Kusrini. "Aplikasi Sistem Pakar Menentukan Faktor Kepastian Pengguna dengan Metode Kuantifikasi Pertanyaan (D. Prabantini (ed.))". ANDI. 2008.

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