Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy

© 2016 IEEE. There are numerous tourist attractions in the Lanna region of Thailand, however, with the increasing pattern of the aging population, each place need to be dissected the potential for senior visitors. This paper proposes the application of using Neuro-fuzzy system to assess the readines...

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Main Authors: Phichit Napook, Narissara Eiamkanitchat, Korawan Sangkakorn, Jirawat Teyakome
Format: Conference Proceeding
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/57096
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-570962018-09-05T03:38:53Z Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy Phichit Napook Narissara Eiamkanitchat Korawan Sangkakorn Jirawat Teyakome Computer Science Decision Sciences Engineering © 2016 IEEE. There are numerous tourist attractions in the Lanna region of Thailand, however, with the increasing pattern of the aging population, each place need to be dissected the potential for senior visitors. This paper proposes the application of using Neuro-fuzzy system to assess the readiness of the tourist spot. The considered area, including 8 provinces in Thailand, which considered as the kingdom of Lanna in ancient days. With the specific purpose, experiments are done by modifying the appropriate structure of Neuro-Fuzzy for the dataset. The primary experiment is intended to evaluate the proper membership function, the Gaussian membership function shows the best results among others. Furthermore the experiment to verify the number of networks are made, the results from both 1 network and 2 networks are demonstrating the same accuracy for this dataset. 2018-09-05T03:35:01Z 2018-09-05T03:35:01Z 2017-03-23 Conference Proceeding 2-s2.0-85018291121 10.1109/ICISSEC.2016.7885864 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85018291121&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/57096
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Computer Science
Decision Sciences
Engineering
spellingShingle Computer Science
Decision Sciences
Engineering
Phichit Napook
Narissara Eiamkanitchat
Korawan Sangkakorn
Jirawat Teyakome
Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
description © 2016 IEEE. There are numerous tourist attractions in the Lanna region of Thailand, however, with the increasing pattern of the aging population, each place need to be dissected the potential for senior visitors. This paper proposes the application of using Neuro-fuzzy system to assess the readiness of the tourist spot. The considered area, including 8 provinces in Thailand, which considered as the kingdom of Lanna in ancient days. With the specific purpose, experiments are done by modifying the appropriate structure of Neuro-Fuzzy for the dataset. The primary experiment is intended to evaluate the proper membership function, the Gaussian membership function shows the best results among others. Furthermore the experiment to verify the number of networks are made, the results from both 1 network and 2 networks are demonstrating the same accuracy for this dataset.
format Conference Proceeding
author Phichit Napook
Narissara Eiamkanitchat
Korawan Sangkakorn
Jirawat Teyakome
author_facet Phichit Napook
Narissara Eiamkanitchat
Korawan Sangkakorn
Jirawat Teyakome
author_sort Phichit Napook
title Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
title_short Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
title_full Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
title_fullStr Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
title_full_unstemmed Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
title_sort potential tourist attraction analysis for senior tourists in the lanna region of thailand utilize neuro-fuzzy
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85018291121&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/57096
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