Application of Web-Based Certainty Factor Method To Developo An Employee Job Stress Diagnosis System To Improve Employee Performance
Article Sidebar
Published:
Dec 30, 2023
Keywords:
Expert System, Work Stress, Employees, Certainty Factor
Main Article Content
Abstract
This research aims to find out how to build an expert system for diagnosing work stress in employees using the certainty factor method. The data obtained was obtained in the following ways: Literature study, interviews, and questionnaires The population in this research is all employees. The sample for this research was 100 employees. The system development method used consists of requirements plan, system design, and implementation. Based on the research results, it was found that the expert system for diagnosing employee work stress uses the certainty factor method, which is easy for users to understand in presenting questions and results by employees, and the system can process data on symptoms, causes, and solutions because employees only select symptoms and do not enter them. symptom values that make users less understanding. This expert system has consistent answers. If you try to select the same symptoms, the results will be the same and in accordance with the expert's results.
Article Details
How to Cite
Nurimansjah, R. A. (2023). Application of Web-Based Certainty Factor Method To Developo An Employee Job Stress Diagnosis System To Improve Employee Performance. Jurnal Informasi Dan Teknologi, 5(4), 252-257. https://doi.org/10.60083/jidt.v5i4.447
Issue
Section
Articles
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
[1] Aswati, S., Ramadhan, M. S., Firmansyah, A. U., & Anwar, K, “Analysis Study of the Rapid Application Development Model in Information Systems Development,” MATRIK, pp. 20-27, 2017.
[2] Pramudito, D. K., Ahmad, N., Suwanda, R., Zakaria, M., & Judijanto, L. (2023). Designing an E-Recruitment Information System Using Simple Additive Weighting Method for Employee Recruitment in Banking Industry. Jurnal Informasi Dan Teknologi, 5(4), 19-25.
[3] Cahyono, L. O., Rahmad, C., & Affandi, L, “Expert System for Diagnosing Potted Fruit Plant Diseases Using the Web-Based Dempster Shafer Method,” Jurnal Teknologi Informasi, pp. 118, 2017.
[4] Hamidi, R., Anra, H., & Pratiwi, S. H, “Comparative Analysis of Expert Systems with the Certainty Factor Method and the Dempster Shafer Method in Rabbit Diseas,” Jurnal Sistem dan Teknologi Informasi (JUSTIN), pp. 80-85, 2017.
[5] Sarah, S., Aswita, D., Ainun, N., Maulidar, M., & Azzarkasyi, M. (2022). The development of HOTS-based assessment instruments on educational statistics. International Journal of Trends in Mathematics Education Research, 5(1), 38-43.
[6] Jefriyanto, J., Ainun, N., & Al Ardha, M. A. (2023). Application of Naïve Bayes Classification to Analyze Performance Using Stopwords. Journal of Information System, Technology and Engineering, 1(2), 49-53.
[7] Ainun, N., & Jefriyanto, J. (2023). Development of Kirchoff’s Law Drawing Tools to Improve Student’s Science Skills in Learning Process of Direct Flow Circuits. Journal of Information System, Technology and Engineering, 1(2), 32-37.
[8] Mahdalela, R., Ainun, N., & Roslina, R. (2022, December). An Analysis of Students' Mathematical Communicative Skills in Solving Sets Problems at SMP Negeri 1 Darul Hikma Aceh Jaya. In Proceedings of International Conference on Multidiciplinary Research (Vol. 5, No. 2, pp. 70-81).
[9] Suryawati, I., Rahmani, R., & Ainun, N. (2022, November). Students' Mathematical Communication Ability through Blended Learning Model for Elementary School Students in Banda Aceh. In Proceedings of International Conference on Multidiciplinary Research (Vol. 5, No. 1, pp. 53-57).
[10] Mardiah, A. (2019). The Influence Of Store Layout, Interior Display, And Human Variable Related To Shopping Orientation At Matahari Basko Grand Mall Padang. Jurnal Ecogen, 2(1), 27-33.
[11] Sudirjo, F., Syamsuri, H., Mardiah, A., Widarman, A., & Novita, Y. (2023). Analysis of The Influence of Customer Perceived Benefit, Ease of Use and Sales Promotion on The Decision to Use Digital Wallets for Shopeepay Customers. Jurnal Sistim Informasi dan Teknologi, 63-68.
[12] Budiarto, B. W., Haes, P. E., Nawarcono, W., Mardiah, A., & Apriyono, T. (2023). The Influence Of E-Customer Satisfaction, E-Service Quality And Sales Promotion On E-Customer Loyalty Of Tokopedia Customers. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi), 9(6), 2472-2479.
[13] Bilgies, A. F., Tawil, M. R., Mardiah, A., & Arief, I. (2023). Analysis of The Influence of Online Consumer Reviews, Seasonal Digital Advertising and Celebrity Endorsers on Repurchase Intention of E-Commerce Consumers. Jurnal Informasi dan Teknologi, 26-32.
[14] Ariawan, J., Tarigan, B. A., Mardiah, A., & Siahaan, F. S. (2023). Analysis of The Influence of Burnout, Job Satisfaction and Organizational Commitment on Turnover Intention of Electronic Manufacturer Employees in Indonesia. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi), 9(5), 2016-2020.
[15] Setyawan, A. A. (2022). Effect of Quality Management Practices, and Digital Innovation on Organizational Performance Mediated by Competitiveness Strategy and Moderated by Industrial Collaboration at Vocational Colleges in Indonesia. ITALIENISCH, 12(2), 1096-1100.
[16] Setyawan, A. A., Prabowo, H., Simatupang, B., & Pradipto, Y. D. (2023). The Influence of Quality Management Practices and Digital Innovation on Organizational Performance Mediated by Competitiveness Strategy and Moderated Industrial Collaboration in Vocational Higher Education in Indonesia. Tec Empresarial, 18(1), 398-403.
[17] Widjayanti, C. E., Setyawan, A. A., & Racma, D. F. (2021, December). Philanthropy Model with Income Redistribution as an Alternative Solution for Women Victims of Layoffs Affected by Covid-19. In Prosiding University Research Colloquium (pp. 509-516).
[18] Wijayanti, C. E., Wibowo, A., Suyudi, S., & Setyawan, A. (2020). Hubungan Efisiensi dan Efektifitas dengan Kepuasan Pengguna Sistem Pendukung Keputusan Pemberian Penghargaan Bagi Karyawan Pada Pabrik Plastik" Sukses Mandiri" di Sokaraja Wetan. Jurnal HUMMANSI (Humaniora, Manajemen, Akuntansi), 3(1), 47-55.
[19] Dharta, F. Y., & Chaerudin, D. R. (2023, June). Using Digital Marketing Communications to Boost SMEs’ Local Economic Growth in Karawang Regency. In ICEMBA 2022: Proceedings of the International Conference on Economic, Management, Business and Accounting, ICEMBA 2022, 17 December 2022, Tanjungpinang, Riau Islands, Indonesia (p. 101). European Alliance for Innovation.
[20] Dharta, F. Y., Prasetyo, H., & Dema, Y. (2021). Influence of attitude on online impulse buying: perspective on marketing communication. Jurnal Studi Komunikasi, 5(3), 729-745.
[21] Hos, J., Kusujiarti, S., Jumintono, Upe, A., Arsyad, M., Hasniah, ... & Natanson, J. (2022). Conflict Management in Multiethnic Communities: a Case Study in Southeast Sulawesi, Indonesia. Journal of International Migration and Integration, 23(4), 1963-1985.
[22] Nursanti, S., Dharta, F. Y., Chaerudin, C., Syam, S. P., & Purnama, R. N. (2022). Generation z's perceptions of health information about the Covid-19. Jurnal Studi Komunikasi, 6(2), 587-602.
[23] Siswanto, A., Pratiwi, R., Rokhmawati, D., & Dharta, F. Y. (2023). Analysis Of Determinant Factors Employee Performance Of Directorate General Of Intellectual Property Rights Republic Of Indonesia. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi), 9(6), 2493-2498.
[24] Jumainah, J., Paramansyah, A., Rohmiyati, Y., Boari, Y., & Nurnaningsih, A. (2023). The Relationship Analysis Between The Index Card Match Learning Model and Students’ Activeness and Memorizing Capability. Journal on Education, 6(1), 1369-1374.
[25] Junaedi, D., Norman, E., Salistia, F., Arsyad, M. R., & Paramansyah, A. (2022). The Analysis of the Impact of Debt on the Indonesian Economy for the Period 1976-2021. ManBiz: Journal of Management and Business, 1(1), 1-18.
[26] Norman, E., Paramansyah, A., Utami, W., & Aminah, S. (2022). SWOT Analysis as a Strategy for Madrasah Principals in Realizing Academic Madrasah. Al Tanzim: Jurnal Manajemen Pendidikan Islam, 6(02), 520-530.
[27] Norman, E., Paramansyah, A., & Abdan, M. S. (2022). The Role of Organizational Culture in the Effectiveness of School Organizations. Da'watuna: Journal of Communication and Islamic Broadcasting, 2(3), 254-269.
[28] Paramansyah, A., Hamzah, H., Putra, R. P., Direja, A. H. S., & Zamakhsari, A. (2023). The Impact of Parents Training Program for the Psychosocial Development of Autism Spectrum Disorder Students. Journal on Education, 6(1), 6147-6154.
[29] Fitriyatul Bilgies, A., Risal Tawil, M., Mardiah, A., Jusatria, & Arief, I. (2023). Analysis of The Influence of Online Consumer Reviews, Seasonal Digital Advertising and Celebrity Endorsers on Repurchase Intention of E-Commerce Consumers. Jurnal Informasi Dan Teknologi, 5(4), 26-32.
[30] Sovia, & Ginting, G, “Expert System Application to Identify Formalin Content in Food Using the Certainty Factor Method,” Pelita Informatika, pp. 102-107, 2018.
[31] Turyadi, I., Zulkifli, Z., Tawil, M. R., Ali, H., & Sadikin, A. (2023). The Role Of Digital Leadership In Organizations To Improve Employee Performance And Business Success. Jurnal Ekonomi, 12(02), 1671-1677.
[32] Suriadi, S., Rafid, M., Zulkifli, Z., Abdurohim, A., & Damirah, D. (2023). The Influence of Organizational Culture, Work Environment and Work Discipline on Job Satisfaction of Teachers at Boarding School. Journal on Education, 5(4), 14777-14781.
[33] Aziz, F., Mayasari, N., Sabhan, S., Zulkifli, Z., & Yasin, M. F. (2022). The Future of Human Rights in the Digital Age: Indonesian Perspectives and Challenges. Journal of Digital Law and Policy, 2(1), 29-40.
[34] Taufiq, & Natarsyah, S, “Implementation of Certainty Factor in an Expert System for Diagnosis and Therapy of Mental Disorders,” JUTISI, pp. 1214, 2016.
[2] Pramudito, D. K., Ahmad, N., Suwanda, R., Zakaria, M., & Judijanto, L. (2023). Designing an E-Recruitment Information System Using Simple Additive Weighting Method for Employee Recruitment in Banking Industry. Jurnal Informasi Dan Teknologi, 5(4), 19-25.
[3] Cahyono, L. O., Rahmad, C., & Affandi, L, “Expert System for Diagnosing Potted Fruit Plant Diseases Using the Web-Based Dempster Shafer Method,” Jurnal Teknologi Informasi, pp. 118, 2017.
[4] Hamidi, R., Anra, H., & Pratiwi, S. H, “Comparative Analysis of Expert Systems with the Certainty Factor Method and the Dempster Shafer Method in Rabbit Diseas,” Jurnal Sistem dan Teknologi Informasi (JUSTIN), pp. 80-85, 2017.
[5] Sarah, S., Aswita, D., Ainun, N., Maulidar, M., & Azzarkasyi, M. (2022). The development of HOTS-based assessment instruments on educational statistics. International Journal of Trends in Mathematics Education Research, 5(1), 38-43.
[6] Jefriyanto, J., Ainun, N., & Al Ardha, M. A. (2023). Application of Naïve Bayes Classification to Analyze Performance Using Stopwords. Journal of Information System, Technology and Engineering, 1(2), 49-53.
[7] Ainun, N., & Jefriyanto, J. (2023). Development of Kirchoff’s Law Drawing Tools to Improve Student’s Science Skills in Learning Process of Direct Flow Circuits. Journal of Information System, Technology and Engineering, 1(2), 32-37.
[8] Mahdalela, R., Ainun, N., & Roslina, R. (2022, December). An Analysis of Students' Mathematical Communicative Skills in Solving Sets Problems at SMP Negeri 1 Darul Hikma Aceh Jaya. In Proceedings of International Conference on Multidiciplinary Research (Vol. 5, No. 2, pp. 70-81).
[9] Suryawati, I., Rahmani, R., & Ainun, N. (2022, November). Students' Mathematical Communication Ability through Blended Learning Model for Elementary School Students in Banda Aceh. In Proceedings of International Conference on Multidiciplinary Research (Vol. 5, No. 1, pp. 53-57).
[10] Mardiah, A. (2019). The Influence Of Store Layout, Interior Display, And Human Variable Related To Shopping Orientation At Matahari Basko Grand Mall Padang. Jurnal Ecogen, 2(1), 27-33.
[11] Sudirjo, F., Syamsuri, H., Mardiah, A., Widarman, A., & Novita, Y. (2023). Analysis of The Influence of Customer Perceived Benefit, Ease of Use and Sales Promotion on The Decision to Use Digital Wallets for Shopeepay Customers. Jurnal Sistim Informasi dan Teknologi, 63-68.
[12] Budiarto, B. W., Haes, P. E., Nawarcono, W., Mardiah, A., & Apriyono, T. (2023). The Influence Of E-Customer Satisfaction, E-Service Quality And Sales Promotion On E-Customer Loyalty Of Tokopedia Customers. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi), 9(6), 2472-2479.
[13] Bilgies, A. F., Tawil, M. R., Mardiah, A., & Arief, I. (2023). Analysis of The Influence of Online Consumer Reviews, Seasonal Digital Advertising and Celebrity Endorsers on Repurchase Intention of E-Commerce Consumers. Jurnal Informasi dan Teknologi, 26-32.
[14] Ariawan, J., Tarigan, B. A., Mardiah, A., & Siahaan, F. S. (2023). Analysis of The Influence of Burnout, Job Satisfaction and Organizational Commitment on Turnover Intention of Electronic Manufacturer Employees in Indonesia. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi), 9(5), 2016-2020.
[15] Setyawan, A. A. (2022). Effect of Quality Management Practices, and Digital Innovation on Organizational Performance Mediated by Competitiveness Strategy and Moderated by Industrial Collaboration at Vocational Colleges in Indonesia. ITALIENISCH, 12(2), 1096-1100.
[16] Setyawan, A. A., Prabowo, H., Simatupang, B., & Pradipto, Y. D. (2023). The Influence of Quality Management Practices and Digital Innovation on Organizational Performance Mediated by Competitiveness Strategy and Moderated Industrial Collaboration in Vocational Higher Education in Indonesia. Tec Empresarial, 18(1), 398-403.
[17] Widjayanti, C. E., Setyawan, A. A., & Racma, D. F. (2021, December). Philanthropy Model with Income Redistribution as an Alternative Solution for Women Victims of Layoffs Affected by Covid-19. In Prosiding University Research Colloquium (pp. 509-516).
[18] Wijayanti, C. E., Wibowo, A., Suyudi, S., & Setyawan, A. (2020). Hubungan Efisiensi dan Efektifitas dengan Kepuasan Pengguna Sistem Pendukung Keputusan Pemberian Penghargaan Bagi Karyawan Pada Pabrik Plastik" Sukses Mandiri" di Sokaraja Wetan. Jurnal HUMMANSI (Humaniora, Manajemen, Akuntansi), 3(1), 47-55.
[19] Dharta, F. Y., & Chaerudin, D. R. (2023, June). Using Digital Marketing Communications to Boost SMEs’ Local Economic Growth in Karawang Regency. In ICEMBA 2022: Proceedings of the International Conference on Economic, Management, Business and Accounting, ICEMBA 2022, 17 December 2022, Tanjungpinang, Riau Islands, Indonesia (p. 101). European Alliance for Innovation.
[20] Dharta, F. Y., Prasetyo, H., & Dema, Y. (2021). Influence of attitude on online impulse buying: perspective on marketing communication. Jurnal Studi Komunikasi, 5(3), 729-745.
[21] Hos, J., Kusujiarti, S., Jumintono, Upe, A., Arsyad, M., Hasniah, ... & Natanson, J. (2022). Conflict Management in Multiethnic Communities: a Case Study in Southeast Sulawesi, Indonesia. Journal of International Migration and Integration, 23(4), 1963-1985.
[22] Nursanti, S., Dharta, F. Y., Chaerudin, C., Syam, S. P., & Purnama, R. N. (2022). Generation z's perceptions of health information about the Covid-19. Jurnal Studi Komunikasi, 6(2), 587-602.
[23] Siswanto, A., Pratiwi, R., Rokhmawati, D., & Dharta, F. Y. (2023). Analysis Of Determinant Factors Employee Performance Of Directorate General Of Intellectual Property Rights Republic Of Indonesia. JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi), 9(6), 2493-2498.
[24] Jumainah, J., Paramansyah, A., Rohmiyati, Y., Boari, Y., & Nurnaningsih, A. (2023). The Relationship Analysis Between The Index Card Match Learning Model and Students’ Activeness and Memorizing Capability. Journal on Education, 6(1), 1369-1374.
[25] Junaedi, D., Norman, E., Salistia, F., Arsyad, M. R., & Paramansyah, A. (2022). The Analysis of the Impact of Debt on the Indonesian Economy for the Period 1976-2021. ManBiz: Journal of Management and Business, 1(1), 1-18.
[26] Norman, E., Paramansyah, A., Utami, W., & Aminah, S. (2022). SWOT Analysis as a Strategy for Madrasah Principals in Realizing Academic Madrasah. Al Tanzim: Jurnal Manajemen Pendidikan Islam, 6(02), 520-530.
[27] Norman, E., Paramansyah, A., & Abdan, M. S. (2022). The Role of Organizational Culture in the Effectiveness of School Organizations. Da'watuna: Journal of Communication and Islamic Broadcasting, 2(3), 254-269.
[28] Paramansyah, A., Hamzah, H., Putra, R. P., Direja, A. H. S., & Zamakhsari, A. (2023). The Impact of Parents Training Program for the Psychosocial Development of Autism Spectrum Disorder Students. Journal on Education, 6(1), 6147-6154.
[29] Fitriyatul Bilgies, A., Risal Tawil, M., Mardiah, A., Jusatria, & Arief, I. (2023). Analysis of The Influence of Online Consumer Reviews, Seasonal Digital Advertising and Celebrity Endorsers on Repurchase Intention of E-Commerce Consumers. Jurnal Informasi Dan Teknologi, 5(4), 26-32.
[30] Sovia, & Ginting, G, “Expert System Application to Identify Formalin Content in Food Using the Certainty Factor Method,” Pelita Informatika, pp. 102-107, 2018.
[31] Turyadi, I., Zulkifli, Z., Tawil, M. R., Ali, H., & Sadikin, A. (2023). The Role Of Digital Leadership In Organizations To Improve Employee Performance And Business Success. Jurnal Ekonomi, 12(02), 1671-1677.
[32] Suriadi, S., Rafid, M., Zulkifli, Z., Abdurohim, A., & Damirah, D. (2023). The Influence of Organizational Culture, Work Environment and Work Discipline on Job Satisfaction of Teachers at Boarding School. Journal on Education, 5(4), 14777-14781.
[33] Aziz, F., Mayasari, N., Sabhan, S., Zulkifli, Z., & Yasin, M. F. (2022). The Future of Human Rights in the Digital Age: Indonesian Perspectives and Challenges. Journal of Digital Law and Policy, 2(1), 29-40.
[34] Taufiq, & Natarsyah, S, “Implementation of Certainty Factor in an Expert System for Diagnosis and Therapy of Mental Disorders,” JUTISI, pp. 1214, 2016.