International Journal of Modern Education and Computer Science (IJMECS)
IJMECS Vol. 10, No. 12, 8 Dec. 2018
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Decision Support System of Fulfillment the Number of Lecturers based on Dikti Form Using Expert System Approach
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Author(s)
Index Terms
Decision support system, ARIMA, Expert System, Human Resource
Abstract
Assessment of education is the standardization imposed by the government to be followed by all universities in Indonesia. Fulfillment of national standards of education aims to ensure quality higher education practices and the quality of its graduates, One of the education practices assessment are assessment of the ratio of lecturers to students. This study aims to help the managerial prepare lecturers to facilitate the process of education and the accreditation process to be faced. Model used with expert system for its inferencing engine with the help of ARIMA forecasting algorithm to predict until the period of accreditation, Forecasting results show the model (1,1,0) which is eligible for prediction.
Cite This Paper
Azhari. Ali Ridha, Sulistyo Puspitodjati, "Decision Support System of Fulfillment the Number of Lecturers based on Dikti Form Using Expert System Approach", International Journal of Modern Education and Computer Science(IJMECS), Vol.10, No.12, pp. 10-19, 2018. DOI:10.5815/ijmecs.2018.12.02
Reference
[1]E. Sulaeman, E. Suswardji, and Nuraeni, “Jurnal Manajemen Vol.09 No.2 Januari 2012 631,” vol. 09, no. 2, pp. 631–656, 2012.
[2]R. S. Pressman and B. R. Maxim, Software engineering, no. 8. 2014.
[3]I. Pulido-Calvo and M. M. Portela, “Application of neural approaches to one-step daily flow forecasting in Portuguese watersheds,” J. Hydrol., vol. 332, no. 1–2, pp. 1–15, 2007.
[4]R. Caballero and T. Go, “An Approach to Multi-Criteria Decision Problems Under Severe Uncertainty,” J. MultiCriteria Decis. Anal., vol. 2, no. October 2009, pp. 29–48, 2013.
[5]W. Xiuquan, S. Xiaoliu, and T. Zhongfu, “Building a web-based decision support system for sustainable development of energy, economy and environment,” 2009 Int. Conf. Signal Process. Syst. ICSPS 2009, May 15, 2009 - May 17, no. 3, pp. 81–84, 2009.
[6]S. Happy and Y. Nainggolan, “Menggunakan metode Analytic Hierarchy Process ( studi kasus : Prodi Manajemen Informatika Politeknik Telkom ) Sistem Pendukung Pengambilan Keputusan Pemilihan Mata Kuliah Pilihan ( studi kasus : Prodi Manajemen Informatika Politeknik Telkom ),” 2011.
[7]A. N. Munawaroh, “Peramalan Jumlah Penumpang Pada Pt. Angkasa Pura I (Persero) Kantor Cabang Bandar Udara Internasional Adisutjipto Yogyakarta Dengan Metode Winter’S Exponential Smoothing Dan Seasonal Arima Skripsi,” Universitas Negeri Yogyakarta, 2013.
[8]I. Braune, A. Pinkwart, and M. Reeg, “Application of multi-criteria analysis for the evaluation of sustainable energy systems - A review of recent literature,” in Dubrovnic Conference on Sustainable Development of Energy, Water and Environment Systems, 2009.
[9]A. Udo Richard, Franz, Decision-making support systems : Theory & practice. 2012.
[10]J. Patalas-Maliszewska and T. Krupa, “The Multicriteria Selection Methodology of the Decision Support System,” Found. Manag., vol. 2, no. 2, p. 51, 2010.
[11]F. S. Ardina Ariani, Leon Andretti Abdillah, “Sistem pendukung keputusan kelayakan tki ke luar negeri menggunakan fmadm,” Fak. Ilmu Komput. Univ. Bina Darma, pp. 336–343, 2011.
[12]E. Turban, J. E. Aronson, and T.-P. Liang, decision support systems and intelligent systems, 7th ed. prentice-hall, 2007.
[13]A. P. Desvina, “Penerapan metode box-jenkins untuk memprediksi jumlah mahasiswa universitas islam negeri suska riau,” SiTekIn, vol. 12, no. 1, pp. 80–89, 2014.
[14]J. P. Brans and Y. De Smet, “PROMETHEE methods,” Int. Ser. Oper. Res. Manag. Sci., vol. 233, pp. 187–219, 2016.
[15]S. Roman, Access Database Design & Programming, 3rd Edition, no. January. 2002.
[16]Turban, “Historical Overview of Decision Support Systems (DSS),” Encycl. Inf. Sci. Technol. Second Ed., pp. 1753–1755, 1995