Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung

This work is directed to forecast the number of foreign visitors come to tourist’s destinations at Badung regency, Province of Bali. Using visit historical data for period January 2000 to February 2015, Markov Transition Matrix and Fuzzy Triangular Number are applied to represent fuzzy logical relat...

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Main Authors: Tjokorda Bagus Oka, Eka N. Kencana
Format: Article
Language:English
Published: Universitas Udayana 2016-12-01
Series:Jurnal Matematika
Subjects:
Online Access:https://ojs.unud.ac.id/index.php/jmat/article/view/29282
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spelling doaj-08fbd5a7fc38447d8da6c63928e8ce3b2020-11-25T01:36:20ZengUniversitas UdayanaJurnal Matematika1693-13942016-12-016212613410.24843/JMAT.2016.v06.i02.p7629282Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten BadungTjokorda Bagus Oka0Eka N. Kencana1Jurusan Matematika – Fakultas MIPA – Universitas UdayanaJurusan Matematika – Fakultas MIPA – Universitas UdayanaThis work is directed to forecast the number of foreign visitors come to tourist’s destinations at Badung regency, Province of Bali. Using visit historical data for period January 2000 to February 2015, Markov Transition Matrix and Fuzzy Triangular Number are applied to represent fuzzy logical relationship group and member function in fuzzy model, respectively.  The results showed the in-sample forecasting accuracy for our fuzzy model as much as 2,48 percent. To validate the model, we found the average forecasting error rate for five consecutive months (March – July 2015) as much as 2,70 percent.https://ojs.unud.ac.id/index.php/jmat/article/view/29282forecastingfuzzy modelFTN, tourists’ visittransition matrix
collection DOAJ
language English
format Article
sources DOAJ
author Tjokorda Bagus Oka
Eka N. Kencana
spellingShingle Tjokorda Bagus Oka
Eka N. Kencana
Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung
Jurnal Matematika
forecasting
fuzzy model
FTN, tourists’ visit
transition matrix
author_facet Tjokorda Bagus Oka
Eka N. Kencana
author_sort Tjokorda Bagus Oka
title Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung
title_short Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung
title_full Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung
title_fullStr Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung
title_full_unstemmed Pendekatan Fuzzy Pada Peramalan Jumlah Kunjungan Wisatawan Mancanegara ke Kabupaten Badung
title_sort pendekatan fuzzy pada peramalan jumlah kunjungan wisatawan mancanegara ke kabupaten badung
publisher Universitas Udayana
series Jurnal Matematika
issn 1693-1394
publishDate 2016-12-01
description This work is directed to forecast the number of foreign visitors come to tourist’s destinations at Badung regency, Province of Bali. Using visit historical data for period January 2000 to February 2015, Markov Transition Matrix and Fuzzy Triangular Number are applied to represent fuzzy logical relationship group and member function in fuzzy model, respectively.  The results showed the in-sample forecasting accuracy for our fuzzy model as much as 2,48 percent. To validate the model, we found the average forecasting error rate for five consecutive months (March – July 2015) as much as 2,70 percent.
topic forecasting
fuzzy model
FTN, tourists’ visit
transition matrix
url https://ojs.unud.ac.id/index.php/jmat/article/view/29282
work_keys_str_mv AT tjokordabagusoka pendekatanfuzzypadaperamalanjumlahkunjunganwisatawanmancanegarakekabupatenbadung
AT ekankencana pendekatanfuzzypadaperamalanjumlahkunjunganwisatawanmancanegarakekabupatenbadung
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