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...

Full description

Saved in:
Bibliographic Details
Main Authors: Napook P., Eiamkanitchat N., Sangkakorn K., Teyakome J.
Format: Conference Proceeding
Published: 2017
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85018291121&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/40644
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Chiang Mai University
id th-cmuir.6653943832-40644
record_format dspace
spelling th-cmuir.6653943832-406442017-09-28T04:10:41Z Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy Napook P. Eiamkanitchat N. Sangkakorn K. Teyakome J. © 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. 2017-09-28T04:10:41Z 2017-09-28T04:10:41Z 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/6653943832/40644
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
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 Napook P.
Eiamkanitchat N.
Sangkakorn K.
Teyakome J.
spellingShingle Napook P.
Eiamkanitchat N.
Sangkakorn K.
Teyakome J.
Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy
author_facet Napook P.
Eiamkanitchat N.
Sangkakorn K.
Teyakome J.
author_sort Napook P.
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 2017
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85018291121&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/40644
_version_ 1681421855472222208