Determining Program Study Using AHP with Dynamic Criterias and Weights Based on GIS-Mobile

Mohammad Rizky Kurniawan, Ayuningtyas Kurniawati, Sharifah Saon

Abstract


This research aim to develop a decision support system based on GIS-Mobile Apps using Analytical Hierarchy Process (AHP) Algorithm and softmax function for dynamic weight. The stages of AHP dynamic criteria in this system is the preparation of a hierarchy, prioritization, consistency, and the weight of priority. ). The use of AHP in this system involves four criteria which keywords, department accreditation, accreditation of colleges and colleges location distance that can be set by the user dynamically. Experience Programming (XP) is model development that choosed by author for process development system. The step begin with planning, design, coding, and testing. The result of this research is a GIS-Mobile Apps to determine a list of recommended program study with the greatest weight from user input criteria.

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References


F. Sari, Metode dalam Pengambilan Keputusan. Yogyakarta: Budi Utomo, 2018.

N. Atsan, “Measuring Educational Service Quality Using Analytic Hierarchy Process,” Int. J. Educ. Res., vol. 3, no. 2, pp. 527–538, 2015.

H. Gupta, “Selection of best hospital for surgery using AHP,” IUP J. Oper. Manag., vol. 14, no. 3, p. 18, 2015.

T. Goto, K. Tsuchida, and T. Nishino, “Episode: An Extreme Programming Method for Innovative Software Based on Systems Design and its Practical Study,” Int. J. Softw. Eng. Appl., vol. 5, no. 5, pp. 1–13, 2014.

P. Reverdy and N. E. Leonard, “Parameter estimation in softmax decision-making models with linear objective functions,” IEEE Trans. Autom. Sci. Eng., vol. 13, no. 1, pp. 54–67, 2015.

T. Vincenty, “Direct and inverse solutions of geodesics on the ellipsoid with application of nested equations,” Surv. Rev., vol. 23, no. 176, pp. 88–93, 1975.

R. S. Madanayake, G. K. A. Dias, and N. D. Kodikara, “Transforming Simplified Requirement in to a UML Use Case Diagram Using an Open Source Tool,” Int. J. Comput. Sci. Softw. Eng., vol. 6, no. 3, pp. 61–70, 2017.

V. Kostoglou and K. Kafkas, “Design and development of an interactive mobile-based decision support system for selecting higher education studies,” in Balkan Region Conference on Engineering and Business Education, 2017, pp. 240–248.

K. Shibata, J. Watada, and Y. Yabuuchi, “Fuzzy AHP approach to comparison of grant aid for ODA in Japan,” Int. J. Innov. Comput. Inf. Control, vol. 5, no. 6, pp. 1539–1546, 2009.

Y. Yang, W. Xue, C. Li, X. Zhao, and N. Xu, “An AHP-Bayesian Model for Operational Risk Evaluation of Integrated Energy Systems,” in IOP Conference Series: Materials Science and Engineering, 2019.

A. Gnanavelbabu and P. Arunagiri, “Ranking of MUDA using AHP and Fuzzy AHP algorithm,” Mater. Today Proc., vol. 5, no. 5, pp. 13406–13412, 2018.

Q. Zhang, P. Hua, and J. Zhang, “Improved AHP Assessment and Grey Relational Analysis Model for Optimizing Waterworks Sludge Treatment Process,” J. Civil, Archit. Environ. Eng., vol. 32, no. 3, pp. 133–144, 2012.




DOI: http://dx.doi.org/10.17977/um010v3i12020p030

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