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Siti Sundari
Universitas Muhammadiyah Metro
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Journal : TIN: TERAPAN INFORMATIKA NUSANTARA

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Prediksi Tingkat Penggunaan Air Minum Oleh Konsumen di Depot Monica Water Menggunakan Metode Weighted Moving Average Qardhafi, Rayan; Faisal, Ilham; Sundari, Siti; Asih, Munjiat Setiani
TIN: Terapan Informatika Nusantara Vol 2 No 3 (2021): Agustus 2021
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

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Abstract

The use of existing data to support activities in decision making is not enough just to rely on operational data only, we need a data analysis to explore the potential of existing information. One of the data mining techniques that can be done is prediction. Prediction is needed to determine when an event will occur or arise, so that appropriate action can be taken. Prediction is not always 100% right, but with the right method selection can make predictions with a small error rate. Monica Water Depot is a business engaged in Refill Drinking Water. To find out the level of consumer use of refill drinking water, the business owner must know some predictions of upcoming purchases so that the business owner can provide gifts that are in accordance with the predicted purchases. Predictions on the level of consumer use can help employers provide gifts that are in accordance with consumer purchases, by knowing the purchase in the next period, the business owner can find out what gifts will be given to customers. The results of the analysis using I test data, II test data, and III test data obtained by the weight of moving avergae recommended using a weight of 2 months because it has the smallest error value when compared to using 3 months weight. Predictive results can be a recommendation for improvements made by management and as a means of determining business strategies in the future
Co-Authors Aan Erlyana Fardhani, Aan Erlyana Ahmad Bashri Amelia, Siti Anggraeni, Meita Ayu Annisah, Yessi Fitri Annur Rofiq Areta Puspa Ariantara, Yudi Arya, Bambang Asih, Munjiat Setiani Atmawijaya, Rianto Ayu Ningrum, Sita azizah, Fitriyah nur Azzahra, Putri Damayanti, Fera Destrinelli Destrinelli, Destrinelli Dewi, Arie Rafika Dian Anita Nuswantara Eka Wahjuningsih Eko Suryana Erisa, Arifah Diah Putri Faisal, Ilham Hadi, Moch. Rizky Oktavian Hairiyanto Halawa, Mariana Hamim Ma’ruf Harahap, Musbar Fandi Hartono, Leydinda Lailingga Hasibuan, Agung Bardansyah Hidayah, Astika Nurul Holifatur Rohman Hudori, Rizki Febri Hultaria, Ela I Putu Sukmaantara Imamyartha, David Indrawati Yuhertiana Irwan, Ade Isnalita Jusuf Wahyudi Khairuniza, Nabila Khairunnisa Khairunnisa Khairunnisa Khoirunnisa, Indah Kukuh Budi Ihtiari Lena Elfianty Liyyin, Sania Ma’ruf, Hamim Made Adi Andayani Mahyahya Hasfi Syah Makhnun, Intan Jauharul Marhaeni Bawana Puspitasari, Putri Dyah Marwan, Andi Maryaningsih, Maryaningsih Mayadi, Muhamad Melani, Metta Muhammad Arif Efendi Musa, Fernanda Bagas Musli Ariani Nabila, Najwa Nisa Nadillah, Welia Neneng Tita Rosita, Neneng Tita Nisa, Saskia Hairun Pratama, Anantyo Jantera Pratama, Reza Yogi Adi Priendiansah, Yoga Putri Maharani Qardhafi, Rayan Rachmat Aulia, Rachmat Rahadhiyanti, Dyah Arum Rahayu, Septya Neng Ramadhan, Muhammad Rezky Cahya Ramadhani, Tri Rizki Ramona, Syahwa Dwi Rangkuti, Fauzan Asyraf Redjeki, Suci Insani Revaldy, Azka Yulian Rida Perwita Sari Rifky Septian, Rachmat Rika Puspita Sari Risca Ferdiana Risdalina Rismayanti Rismayanti Rismayanti Rizki, Cindy Atika Run, Pharatt Sahani, Freti Samarina, Sisi Sandra, Cindi Saputri, Olifia Riski Sarudin, Sarudin Satrio Budi Wibowo Sesung, Rusdianto Sherli Sadila Sholihat, M. Nuur'aini Sitepu, Andre Pratama Siti Masrifatul Fitriyah Solly Aryza SRI RAHAYU Sultania, Tri Supiyandi Supiyandi Sutrisna Sutrisna Taqwa, Laksamana Wahyu Hidayat Wahyudi, Lalu Trisna Wicaksono, Rheza Ernowo Widi Hidayat Widiyani, Erni Wulandari, Alda Yuliani Yuliani Yuliawati, Ira Sukma Yuliawati, Lia Zakiyah Tasnim