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Type :final_year_project
Subject :QA Mathematics
Main Author :Nurul Iman Nabihah Zuki
Title :Peramalan kemasukan pelancong di Malaysia menggunakan model Holt-Winters
Place of Production :Tanjong Malim
Publisher :Fakulti Sains dan Matematik
Year of Publication :2023
Corporate Name :Universiti Pendidikan Sultan Idris
PDF Guest :Click to view PDF file

Abstract : Universiti Pendidikan Sultan Idris
Kemasukan pelancong telah menjadi isu yang semakin hangat kerana peranannya yang sangat penting dalam sektor pelancongan dan ekonomi sesebuah negara. Kesan penularan penyakit koronavirus 2019 (COVID-19) terhadap aktiviti pelancongan telah menyebabkan pola kemasukan pelancongan di Malaysia menurun secara mendadak. Peramalan kemasukan pelancong dapat membantu agensi-agensi yang terlibat untuk menarik semula kemasukan pelancong dengan cara mempromosikan pakej pelancongan, pembangunan infrastruktur dan sebagainya. Objektif kajian ini adalah untuk mengenalpasti pola kemasukan pelancong di Malaysia dengan menggunakan model Holt-Winters dari Januari 2015 hingga Disember 2021. Ketepatan ramalan bagi data kajian ini diuji dengan korelasi Pearson. Hubungan bagi data sebenar dan data ramalan bagi training dan testing pada tahun 2015 - 2019 (r=0.637) adalah tinggi manakala bagi training dan testing pada tahun 2015 - 2021 (r=0.946) adalah sangat tinggi. Oleh itu, model Holt-Winters digunakan untuk meramalkan kemasukan pelancong untuk 2 tahun yang akan datang. Nilai ramalan untuk tahun 2022 hingga 2023 dipaparkan mengikut bulan

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