Trend Analysis in Sales Forecasting and Decision Support Systems AHP Method on the Selection of Types of Motorcycles PT. AHM
DOI:
https://doi.org/10.11594/ijmaber.03.05.02Keywords:
Analytical Hierarchy Process (AHP), Decision Support Systems, Forecasting, Trend AnalysisAbstract
During the current Covid-19 pandemic, it has a direct impact on decreasing motorcycle sales at PT. Astra Honda Motor in large enough numbers, resulting in losses for the company. This study aims to analyze the forecasting of motorcycle sales in the future and supported by a decision support system in selecting the type of motorbike that consumers are most interested in. The method used in this research is the Trend method and the Analytical Hierarchy Process (AHP) method. The results of this study are based on the mean square error analysis, sales forecasting method at PT. Astra uses exponential trend analysis. The results of forecasting sales for the next 2 periods using the exponential trend analysis method are 2,715,032 units and 2,671,937 units, the sales levels tend to be the same as sales in the 2020 period. Meanwhile, the results of the decision support system analysis use the Analytical Hierarchy Process method (AHP), in choosing the type of motorbike that consumers are most interested in is an automatic motorbike at 0.63 with the preferred alternative is the fuel consumption aspect of 0.36.
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References
Aisi, “Statistic: Domestic Distribution and Export”, http://www.aisi.or.id/statistic, 2021.
Efraim Turban, “Decision Support Systems and Intelli-gent Systems”, Andi Offset, Yogyakarta, 2015.
Hakim, R. T., dan Kusumastuti, R. D., “ A Model to Deter-mine Relief Warehouse Location In East Jakarta Using The Analytic Hierarchy Pro-cess”, International Journal of Technology, vol. 9, no. 7, pp. 1405 - 1414, 2018.
Heizer, Jay dan Render, Barry., “Manajemen Operasi edi-si 11”, Salemba Empat, Jakarta, 2017.
Hozairi, dkk., “Determining The Influencing Factors of The Indonesian Maritime Security Using Analyti-cal Hierarchy Process”, Jurnal Pertahanan. vol. 5, no. 3, pp. 65 - 76, 2019.
Icha Yulian, Dini Sri Anggraeni, dan Qurrotul Aini, “Pen-erapan Metode Trend Moment Dalam Forecast-ing Penjualan Produk CV. Rabbani Asyisa”, JURTEKSI (Jurnal Teknologi dan Sistem Informa-si), vol. 6, no. 2, pp. 193 - 200, 2020.
Nawal Sael, Touria Hamim, and Faouzia Benabbou, “Im-plementation of the Analytic Hierarchy Process for Student Profile Analysis”, International Jour-nal of Emerging Technologies in Learning, vol. 14, no. 15, pp. 78 - 93, 2019.
Nurmalita Oktaviana dan Nurisqi Amalia.. “Gross Re-gional Domestic Product Forecasts Using Trend Analysis: Case Study of Bangka Belitung Prov-ince”, Jurnal Ekonomi dan Studi Pembangunan, vol. 19, no. 2, pp. 142 - 151, 2018.
Octaviani, Nur Ilmi. Erry Sunarya, dan Kokom Komariah, “Analisis Laporan Keuangan dengan Menggunakan Metode Trend sebagai Dasar Menilai Kondisi Perusahaan”, Journal of Econom-ic Bussines and Accounting, vol. 3 no. 1, pp.93 - 97, 2019.
Olumuyiwa Idowu Ojo, Femi Dakaye and Masengo Fran-cois Ilunga, “Trend Analysis of Some Indices of Extreme Rainfall Events”, American Journal of Engineering and Applied Sciences, vol. 11, no. 1, pp. 92 - 96, 2018.
Praveen, B., Talukdar, and S. Shahfahad, “Analyzing Trend and Forecasting of Rainfall Changes In In-dia Using Non-parametrical and Machine Learn-ing Approaches”, Journal of Atmospheric and So-lar, Vol. 10, no. 10342, 2020.
Rosiska, Evan, dan Rika Harman, “Metode Analitical Hi-erarchy Process (AHP) Dalam Pemilihan Umum Presiden Indonesia 2019”, Jurnal Nasional In-formatika dan Teknologi Jaringan, vol. 3, no. 2, pp. 193 - 202, 2019.
Saaty, T. L., “Models, Methods, Concepts & Application of the Analytic Hierarchy Process Second Edition”, Springer New York Heidelberg Dordrecht, Lon-don, 2012.
Sparague, R. H. and Watson H. J., “Decision Support Sys-tems: Putting Theory Into Practice”, Englewood Clifts, N. J., Prentice Hall, 1993.
Sunyoto, Danang., “Metodologi Penelitian Akuntansi”, PT Refika Aditama, Bandung, 2016.
Timisela, Natelda Rosaldiah. Masyhuri Masyhuri dan Dwidjono Hadi Darwanto, “Development Strate-gy of Sago Local Food Agroindustry Using Analyt-ical Hierarchy Process Method”, AGRARIS: Jour-nal of Agribusiness and Rural Development Re-search, vol. 7, no 1, pp. 36 - 52, 2021.
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