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Journal : International Journal of Science, Engineering and Information Technology

FORECASTING THE NUMBER OF ADMISSION OF NEW STUDENTS OF STATE POLITECHNIC USING EXPONENTIAL SINGLE SMOOTING METHODS Eka Larasati Amalia; Dimas Wahyu Wibowo; Deasy Sandhya Elya
International Journal of Science, Engineering, and Information Technology Vol 3, No 2 (2019): IJSEIT Volume. 03 Issue. 02 JULY 2019
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (327.976 KB) | DOI: 10.21107/ijseit.v3i2.4507

Abstract

Forecasting is a prediction of uncertain events in the future. Forecasting the number of new students is one of the things that can be used for planning materials for the teaching and learning process, therefore it is necessary to predict the number of new students. This research was conducted at Malang State Polytechnic. The annual data analyzed was taken from 2011 to 2017. To predict the number of new students, the Single Exponential Smoothing method was used. This forecasting method focuses on decreasing the priority exponentially on the previous observation object. In exponential smoothing or exponential smoothing there are one or more smoothing parameters determined explicitly, and this result determines the weight imposed on the observation value. Based on the calculation results, the smallest error value is found at the value of α = 0.9 with MAD value 8.41, MAPE 7.21%, and RMSE 10.7.
Co-Authors Abdallah Darussalam Chandra Adetya Ravandhika Adn Maulidya Handah Putri Afifah Nabila Ramadhani Ahmad Kofi Anan Farizqi Muslik Aidana Rusfalia Akhlis Rizza, Muhammad Al Husein, Muhammad Alhamda, Syahdanny Aliefian Dio Bramantya Amin Anis Kuddah Amirulloh, Reffan Pandu Ananta, Ahmadi Yuli Andra Irwanto Angelita Justien Jumadi Anggaresta, Vega Anik Nur Handayani Annisa Fitriana Arif Ramadhan Auliza Alifin Nadhiro Bagas Satya Dian Nugraha Bramantya, Aliefian Dio Budi Harijanto, Budi Burhanuddin, Mohd Aboobaider Cahaya Puspitaningrum, Ari Candra Bella Vista Damayanti, Farradila Ayu Deasy Sandhya Elya Dhebys Suryani Hormansyah Dityo Cahyo Anggoro Diva Raissa Nabilah Dwi Puspitasari Eka Larasati Eka Larasati A Eka Larasati Amalia Ekojono Ekojono Ekojono, Ekojono Elok Nur Hamdana Erfan Rohad Farida Ulfa Fikron Nisa’, Zainab Floresko, Septian Caesar Fredy Perdana Anggara Selfiyan Hamdanah, Elok Nur Hanayeen, Nadia Haryo Bagus Setyawan Hendra Pradibta Hermansyah, Mas’ud Ika Kusumaning Putri Ika Kusumaning Putri Imam Hamdani, Tigor Irsyad Arif Mashudi Irsyadha Alfyrdhousi Redhysyahputra Ivan Abdurrafie Jumsari Jumsari Khairul Umam Khairy, Muhammad Shulhan Kohei Arai Komeyni Rusba Kusumawardana, Arya Leni Saputri Leni Saputri Liku, James Evert Adolf Luqman Affandi M. Rahmat Samudra Maha Setya Adi Putra Mas’ud Hermansyah Matiin, Zarkasyi Maulidiyah, Fitrotul Meida Hersianty, Venny Meuti Zari Annisa Moechammad Sarosa Muhammad Aziz Muslim Muhammad Shulhan Khairy Murtadlo, Muhammad Aliyul Mustika Mentari Odhitya Desta Triswidrananta Okta Chandika Salsabila Perkasa, Muhammad Adisa Putra Pramana Yoga Saputra Pramitarini, Yushintia Putra Prima Arhandi, Putra Prima Rahardhiyan Wahyu Putra Rahmad, Cahya Rahmat Samudra Anugrah, Muhammad Rawansyah Rawansyah Retno Damayanti Retno Tri Hariati Ririd, Ariadi Ridwan Rismanto Rinto Rinto Rizky Ardiansyah Rokhman, Syaiful Roki Syah Al Zarkasi Rosa Andrie Asmara Rosy Aprieza Puspita Zandra Rusfalia, Aidana Sekarsari, Putri Septa Sintiya, Endah Septian Enggar Sukmana Septian Jaya, Ariono Shulhan Khairy, Muhammad Siti Rohani Sulthon Fuad P., Aldhihamda Suryani, Dhebys Syahrizal, Muhammad Dio Unggul Pamenang, Muhammad Wilda Imama Sabilla Yushintia Pramitarini Zarkasyi Matiin