Application of Bayes Method To Design A Decision Support System Fof Determining The Status Of Permanent Employees In A Soft Beverage Company
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Published:
Dec 30, 2023
Keywords:
Decision Support System, Selection, Rapid Application Development, Assessment, Employees
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Abstract
The purpose of this study is to learn how to create a decision support system that can help with the process of deciding whether to hire contract workers on a permanent basis. The following methods of gathering data were employed in this study: literature review, interviews, and observation. The system development approach that the author employed to create this program was called rapid application development, or RAD. The decision support system that has been developed for contract employees to become permanent employees can assist and make it easier to see and read the results of contract employee assessments, according to the research results. This is because the system is quantitative and can generate reports that show the total numerical value of each criterion and sub-criteria for candidates for permanent employment. The system that has been developed has the ability to generate a report on contract employee assessments that presents contract employees in order of recommendation. The evaluation procedure and computation results can be accelerated with the use of a decision support system for contract employees who wish to become permanent employees. This way, the choice of whether to graduate or become a permanent employee can be made in less than seven days.
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Nurhasanah, N., Yuni Dharta, F., Shu, E., Rumianti, C., & Munizu, M. (2023). Application of Bayes Method To Design A Decision Support System Fof Determining The Status Of Permanent Employees In A Soft Beverage Company. Jurnal Informasi Dan Teknologi, 5(4), 258-264. https://doi.org/10.60083/jidt.v5i4.448
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References
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[21] 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.
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[27] 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.
[28] 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.
[29] 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.
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[31] 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.
[32] 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).
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[2] Nurcahyo, V. E., & Hendriyanto, D. (2020). The depression level effect on the QOL of patients with obstructive sleep apnea syndrome. Oto Rhino Laryngologica Indonesiana (ORLI), 50(2), 135-40.
[3] Haddar, G. A. H., Hendriyanto, D. ., Munandar, H. ., Kelibia, M. U. ., & Muhammadiah, M. . (2023). ANALYSIS OF THE EFFECTIVENESS OF PROJECT STEAM-BASED LEARNING MODEL TO IMPROVE STUDENTS’ CRITICAL THINKING SKILLS. Community Development Journal : Jurnal Pengabdian Masyarakat, 4(5), 10519–10525.
[4] Hendriyanto, D., & Helmi, H. Protective role of Nigella sativa oil against cisplatin-induced ototoxicity: a literature review. Journal of the Medical Sciences (Berkala Ilmu Kedokteran), 55(2).
[5] Wibowo, T. S., Suhendi, D., Suwandana, I. M. A., Nurdiani, T. W., & Lubis, F. M. (2023). The Role Of Transformational Leadership And Organizational Culture In Increasing Employee Commitment. International Journal of Economics, Business and Accounting Research (IJEBAR), 7(2).
[6] Rony, Z. T., Lubis, F. M., & Rizkyta, A. (2019). Job shadowing as one of the effective activities in the promotion process creates quality managers. International Journal of Recent Technology and Engineering, 8(2), 388-396.
[7] 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.
[8] E Aronson, J.E and Liang, T.P Turban, “Decision Support Systems and Intelligent System,” Yogyakarta: ANDI, 2015.
[9] Lubis, F. M. (2019). DIGITAL LEADERSHIP IN MANAGING WORK MOTIVATION OF MILLENIAL EMPLOYEES:(STUDY CASE: OIL AND GAS INDUSTRY IN INDONESIA). Asia Proceedings of Social Sciences, 4(2), 108-110.
[10] Lubis, F., Rony, Z., & Santoso, B. (2020, March). Digital leadership in managing employee work motivation (case study: oil and gas industry in Indonesia). In Proceedings of the 2nd International Conference on Social Sciences, ICSS 2019, 5-6 November 2019, Jakarta, Indonesia.
[11] Aryanto, T., Tukinah, U., Hartarini, Y. M., & Lubis, F. M. (2020). Connection of Stress and Job Satisfaction to Successful Organizational Stress Management: A Literature Review. International Journal of Advanced Engineering Research and Science, 7(11).
[12] Tubagus, M., Syarifuddin, S., Syafie, L., Koderi, K., Satra, R., & Azis, H. (2023, May). The effectiveness test of the hybrid learning model based on the learning management system using statictical analysis. In AIP Conference Proceedings (Vol. 2595, No. 1). AIP Publishing.
[13] Solehati, A., Mustafa, F., Hendrayani, E., Setyawati, K., Kusnadi, I. H., Suyoto, Y. T., & Tannady, H. (2022). Analisis Pengaruh Store Atmosphere dan Service Quality Terhadap Brand Preference (Studi Kasus Pelanggan Gerai Ritel Kopi di DKI Jakarta). Jurnal Kewarganegaraan, 6(2), 5146-5147.
[14] Tubagus, M., Muslim, S., & Suriani, S. (2020). Development of learning management system-based blended learning model using claroline in higher education.
[15] Tubagus, M., Haerudin, H., Fathurohman, A., Adiyono, A., & Aslan, A. (2023). The impact of technology on islamic pesantren education and the learning outcomes of santri: new trends and possibilities. Indonesian Journal of Education (INJOE), 3(3), 443-450.
[16] 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.
[17] Tubagus, M., & Muslim, S. (2019). The Impact of The Development of Blended Learning Models Using Computer applications in Higher Education. International Journal of Educational Research Review, 4(4), 573-581.
[18] Satra, R., Syafie, L., & Tubagus, M. (2023, May). Comparison of server technologies using Kernel-based virtual machine and container virtualization. In AIP Conference Proceedings (Vol. 2595, No. 1). AIP Publishing.
[19] 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.
[20] 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.
[21] 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.
[22] 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.
[23] 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.
[24] 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.
[25] 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).
[26] 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.
[27] 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.
[28] 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.
[29] 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.
[30] 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.
[31] 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.
[32] 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).
[33] 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).
[34] 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.