PREDIKSI JUMLAH PENGUNJUNG PERPUSTAKAAN MENGGUNAKAN DOUBLE EXPONENTIAL SMOOTHING

  • Sherli Yurinanda Universitas Jambi
  • Sarmada Sarmada Universitas Jambi
  • Syamsyida Rozi Universitas Jambi
  • Anisya Tasya Universitas Jambi
  • Dirani Amaris Fajrin Universitas Jambi
Keywords: Double Exponential Smoothing, Prediction, Library Visitors

Abstract

The library is an information center that needs to be managed effectively. The large number of library visitors reflects the efforts made to increase student literacy. This research aims to predict the number of visitors to the Faculty of Science and Technology Library, Jambi University using the Double Exponential Smoothing Holt method which is predicted by giving smoothing values ​​to a series of previous observations with parameter values ​​α=0.775 and β= 0.367. The data used in this research is secondary data obtained from daily data from the Jambi University Faculty of Science and Technology library, totaling 125 data. Predictions show that the number of visitors in the next 5 periods is expected to increase by 48 visitors. The forecast accuracy value from data on the number of visitors to the Jambi University Faculty of Science and Technology library uses a MAPE (Mean Absolute Precentage Error) value of 18.878%, meaning the forecasting model is in the good category.

References

Anggre, T., Yani, R., Wahyuningsih, S., & Siringoringo, D. M. (2022). Optimasi Parameter Pemulusan Pada Metode Peramalan Double Exponential Smoothing Holt Menggunakan Golden Section Optimization of Smoothing Parameters in the Double Exponential Smoothing Holt Forecasting Method Using the Golden Section (Case Study of ERFSL East Kalimantan Province 2014-2019). Jurnal EKPONENSIAL, 13(1), 51–56.
Asmaradana, A. A., Widodo, E., & Artikel, R. (2023). PENERAPAN METODE PERAMALAN DOUBLE EXPONENTIAL SMOOTHING PADA INDEKS HARGA KONSUMEN KOTA YOGYAKARTA P-ISSN E-ISSN. In Emerging Statistics and Data Science Journal (Vol. 1, Issue 1). https://jogjakota.bps.go.id/.
Bidangan, J., Purnamasari, I., & Hayati, M. N. (2016). PERBANDINGAN PERAMALAN METODE DOUBLE EXPONENTIAL SMOOTHING SATU PARAMETER BROWN DAN METODE DOUBLE EXPONENTIAL SMOOTHING DUA PARAMETER HOLT. Statistika, 4(1), 14–19.
Desduana Selasakmida, A., & Wuryandari, T. (2021). PERBANDINGAN METODE DOUBLE EXPONENTIAL SMOOTHING HOLT DAN FUZZY TIME SERIES CHEN UNTUK PERAMALAN HARGA PALADIUM. Jurnal Gaussian, 10(3), 325–336. https://ejournal3.undip.ac.id/index.php/gaussian/
Heizer, J., & Render, B. (2016). Operations Management. Salemba.
Makridakis, S. , Wheelwright, S. C. , & McGee, V. E. (1999). Metode dan Aplikasi Peramalan. Binarupa Aksara.
Muchayan, A. (2019). Comparison of Holt and Brown’s Double Exponential Smoothing Methods in The Forecast of Moving Price for Mutual Funds. Journal of Applied Science, Engineering, Technology, and Education, 1(2), 183–192. https://doi.org/10.35877/454ri.asci1167
Pei-Chann Chang, Yen-Wen Wang, & Chen-Hao Liu. (2007). The development of a weighted evolving fuzzy neural network for PCB sales forecasting. ELSEVIER., 32(1), 86–96.
Putro, B., Tanzil Furqon, M., & Wijoyo, S. H. (2018). Prediksi Jumlah Kebutuhan Pemakaian Air Menggunakan Metode Exponential Smoothing (Studi Kasus : PDAM Kota Malang). Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 2(11), 4679–4686. http://j-ptiik.ub.ac.id
Richard. (2011). Perception-Based Approach To Time Series Data Mining.
Sarwo, & Herman. (2016). PREDIKSI PENERIMAAN SISWA BARU PADA MADRASAH ALIYAH AS-SAYAFI’IYAH 02 MENGGUNAKAN METODE TIME SERIES. Jurnal Petir, 9(2), 151–164.
Schima Wulandari, S., Sufri, & Yurinanda, S. (2021). Penerapan Metode ARIMA Dalam Memprediksi Fluktuasi Harga Saham PT Bank Central Asia Tbk. Buana Matematika, 11, 53–68. www.finance.yahoo.com.
William W.S. Wei. (2006). Time Series Univariate and Multivariate Method. Pearson Education,Inc.
Yurinanda, S., Multahadah, C., & Aryani, R. (2020). Development of COVID-19 Case in District and City of Jambi Province with Exponential Smoothing Methode. EKSAKTA: Berkala Ilmiah Bidang MIPA, 21, 110–123. http://www.eksakta.ppj.unp.ac.id/index.php/eksakta
Yusuf Triputra, I., Sufri, & Yurinanda, S. (2023). PENERAPAN METODE ARIMA BOX-JENKINS UNTUK MEMPREDIKSI HARGA SAHAM DI PT ANEKA TAMBANG TBK. Jurnal Pendidikan Dan Riset Matematika, 5(2), 2656–4181. http://ejurnal.budiutomomalang.ac.id/index.php/prismatika
Published
2024-04-30
Abstract viewed = 161 times
pdf downloaded = 92 times