Peramalan Jumlah Siswa Baru Madrasah Aliyah (MA) Manhalul Ma’arif Darek-Lombok Tengah
DOI:
https://doi.org/10.29303/emj.v3i2.88Keywords:
Forecasting, Fuzzy Time Series Cheng, Mean Absolute Percentage Error (MAPE), Mean Square Error (MSE), Number of new students, Time SeriesAbstract
This study aimed to forecast the new student number at Madrasah Aliyah (MA) Manhalul Ma'arif Darek. The data used in this study was the annual time series data of new students who enrolled in the school, from the 1998/1999 academic year to 2016/2017. Based on the data obtained, it shows that the number of new students who enroll in Madrasah Aliyah (MA) Manhalul Ma'arif Darek tends to fluctuate. This fluctuating pattern is a problem faced by Madrasah Aliyah (MA) Manhalul Ma'arif Darek in determining strategic and policy steps related to planning the provision of school facilities / infrastructure. Therefore we need a forecasting method in accordance with the data pattern. The forecasting method used is the Fuzzy Time Series Cheng method. This method uses fuzzy principles as the basis of the forecasting process. The forecasting process results obtained the Mean Square Error (MSE) value of 101.5009 and the Mean Absolute Percentage Error (MAPE) value of 18.49%. The results showed that the Fuzzy Time Series Cheng method performed well in predicting the number of new students at Madrasah Aliyah (MA) Manhalul Ma'arif Darek.References
Aswi & Sukarna. (2006). Analisis Deret Waktu. Makassar: Andira Publisher.
Fahmi, T., Sudarno, & Wulandari, Y. (2013). Perbandingan Metode Pemulusan Eksponensial Tunggal dan Fuzzy Time Series untuk Memprediksi Indeks Harga Saham Gabungan. Jurnal Gaussian. Vol. 2. No. 2. pp. 137- 146.
Makridakis, S., Wheelwright, S.C., & Mcgee, V.E. (1995). Metode dan Aplikasi Peramalan Edisi Kedua, Jakarta: Penerbit Erlangga.
Ola, P.K., & Katiko. (2019). Peramalan Menggunakan Metode Fuzzy Time Series Cheng dan Double Exponential Smoothing (Study Kasus: Jumlah Wisatawan Mancanegara di Candi Brobudur). Jurnal Statistika Industri
dan Komputasi. Vol. 4. No. 1. pp 69-79
Rahmawati, Cynthia, E. P., & Susilowati, K. (2019). Metode Fuzzy Time Series Cheng dalam Memprediksi Jumlah Wisatawan di Provinsi Sumatra Barat. Journal of Education Informatic Technology and Science. Vol. 1. No. 1. pp. 11-23.
Sumartini, Hayati, M. N., & Wahyuningsih, S, (2017). Peramalan Menggunakan Metode Fuzzy Time Series Cheng. Jurnal Eksponensial. Vol. 8. No. 1. pp. 51-56.
Tauryawati, Mey Lisa & Irawan, M. Isa. (2014). Perbandingan Metode Fuzzy Time Series Cheng dan Box-Jenkins untuk memprediksi IHSG. Jurnal Sains dan Seni Pomits Vol. 3. No. 2.
Wei, W.W.S. (2006). Time Series Analysis, Univariate and Multivariate Methods, 2nd Edition, USA : Pearson Education, Inc.
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