Parallel Class Ranking Model Using Analytic Hierarchy Process With Multi Criteria

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Keywords: parallel ranking, analytic hierarchy process, MAN Banyuwangi

Abstract

Madrasah Aliyah Negeri (MAN) Banyuwangi using a worksheet which can lead to error occurrences and slow decision making. A system for decision support that can improve the ranking process and quality were developed in this paper. The proposed system implemented the codeigniter framework, MySQL database, and PHP programming language. The system provided three user roles which are teacher, student, and administrator role. These four parameters are used as ranking system input, including academic values, non-academic values, violation scores, and student attendance. The ranking process was conducted by applying the analytic hierarchy process (AHP) method. The developed decision support system was tested using two ways: the black box testing method and providing questionnaires. Black box testing result shows that the system has functionally worked, while user’s questionnaire gives 92,29% well accepted by users. The results show that the decision support system can help manage values and determine the parallel ranking list.

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References

A. Majid, Perencanaan Pembelajaran Mengembangkan Standar Kompetensi Guru, 7th ed. Bandung: Rosda, 2011.

S. Arikunto, Dasar - Dasar Evaluasi Pendidikan, 3rd ed. Jakarta: Bumi Aksara, 2019.

E. Thanassoulis, P. K. Dey, K. Petridis, I. Goniadis, and A. C. Georgiou, “Evaluating higher education teaching performance using combined analytic hierarchy process and data envelopment analysis,” J. Oper. Res. Soc., 2017.

R. Radhakrishnan and A. Kalaichelvi, “Selection Of The Best School For The Children - A Decision Making Model Using Extent Analysis Method On Fuzzy Analytic Hierarchy Process,” Int. J. Innov. Res. Sci. Eng. Technol., vol. 3, no. 5, pp. 12334–12344, 2014.

A. R. Mamat et al., “Preschool selection system using Analytic Hierarchy Process (AHP): Implementation and usability study,” in Proceedings - 2017 IEEE 2nd International Conference on Automatic Control and Intelligent Systems, I2CACIS 2017, 2017.

G. Gestiada, A. Nazareno, and R. M. Roxas-Villanueva, “Development of a senior high school career decision tool based on social cognitive career theory,” Philipp. J. Sci., 2017.

T. D. Puspitasari, E. O. Sari, P. Destarianto, and H. Y. Riskiawan, “Decision Support System for Determining Scholarship Selection using an Analytical Hierarchy Process,” in Journal of Physics: Conference Series, 2018.

Marfuah and S. Widiantoro, “The Implementation of Analytical Hierarchy Process Method for Outstanding Achievement Scholarship Reception Selection at Universal University of Batam,” in IOP Conference Series: Earth and Environmental Science, 2017.

Frieyadie and S. M. Ramadhan, “Penerapan Metode AHP Untuk Membantu Siswa Memilih Jurusan Yang Tepat Di SMK,” J. Rekayasa Sist. Dan Teknol. Inf., vol. 2, no. 3, 2018.

B. Basri, S. Syarli, and F. Febryatnti, “Multi-Attribute Analysis With AHP Algorithm to Optimize Student Ranking Recommendation in Educational Process,” in International Conference Research on Education, Social, Science and Technology (CREST) 2018, 2018.

R. S. Pressman, Software Engineering: A Practitioner’s Approach, 7th ed. New York: McGraw-Hill, 2010.

Y. Bassil, “A Simulation Model for the Waterfall Software Development Life Cycle,” Int. J. Eng. Technol., vol. 2, no. 5, 2012.

Z. Hasibuan, Metodologi Penelitian Pada Bidang Ilmu Komputer dan Teknologi Informasi. Jakarta: Penerbit Erlangga, 2007.

T. Saaty and L. Vargas, Models, methods, concepts & applications of the analytic hierarchy process. New York: Springer, 2012.

H. H. Inès and F. Ben Ammar, “AHP multicriteria decision making for ranking life cycle assessment software,” in 2015 6th International Renewable Energy Congress (IREC), 2015.

R. A. Sukamto and M. Shalahuddin, Rekayasa Perangkat Lunak. Bandung: Informatika, 2014.

D. H. Kusuma, M. N. Shodiq, D. Yusuf, and L. Saadah, “Si-Bidan: Sistem Informasi Kesehatan Ibu dan Anak,” INTENSIF J. Ilm. Penelitian dan Penerapan Teknol. Sist. Inf., vol. 3, no. 1, 2019.

S. Nidhra, “Black Box and White Box Testing Techniques - A Literature Review,” Int. J. Embed. Syst. Appl., 2012.

G. Wang, D. Y. Bernanda, J. F. Andry, A. Nurul Fajar, and Sfenrianto, “Application Development and Testing Based on ISO 9126 Framework,” in Journal of Physics: Conference Series, 2019.

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Published
2020-02-08
How to Cite
[1]
D. H. Kusuma, M. Nur Shodiq, and I. Kurnia Fitriani, “Parallel Class Ranking Model Using Analytic Hierarchy Process With Multi Criteria”, intensif, vol. 4, no. 1, pp. 90-107, Feb. 2020.