Modeling the Aesthetic Values of Landscapes of Tourist Villages Using Artificial Neural NetworksCase Study: Savar-Toutakhane Touristic Roads

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MAJNOUNI TOUTAKHANE ALI; Karimzade Hosein; Aliadeh Ashrafi Behnam

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Journal: Tourism Management Studies Year:2020 | Volume:15 | Issue:51 Page(s): 145-172

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Title

Modeling the Aesthetic Values of Landscapes of Tourist Villages Using Artificial Neural NetworksCase Study: Savar-Toutakhane Touristic Roads

Author(s)

MAJNOUNI TOUTAKHANE ALI | Karimzade Hosein | Aliadeh Ashrafi Behnam | Issue Writer Certificate

Keywords

Rural TourismQ1

Aesthetic AssessmentQ1

Artificial Neural NetworkQ2

Savar-Toutakhane Touristic RoadsQ1

Abstract

The purpose of this article was to evaluate the aesthetic values of tourism attractions in the Savar-Toutakhane tourist roads in both objective and subjective dimensions; For this purpose, eight components were identified. Artificial Neural Network were used to determine the objective aesthetics, and the Spearman test and multiple regression were used to determine mental aesthetics. The statistical population of the study was 3324 tourists; using the Cochran formula, 275 people were selected by random sampling. The reliability of the questionnaire was 0. 889 using Cronbach's alpha formula. The results of the research using the Artificial Neural Network method showed that the high visibility of the peripheral high peak has the highest value and visibility of the flowing rivers with the least value. The results of multiple regression analysis in the subjective aesthetic field indicated that 8 components could explain 68. 9% of variance variations. Also, The results of both methods indicate the high value of tourist attractions on this road.

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APA: Copy

MAJNOUNI TOUTAKHANE, ALI, Karimzade, Hosein, & Aliadeh Ashrafi, Behnam. (2020). Modeling the Aesthetic Values of Landscapes of Tourist Villages Using Artificial Neural NetworksCase Study: Savar-Toutakhane Touristic Roads. TOURISM MANAGEMENT STUDIES (TOURISM STUDIES), 15(51 ), 145-172. SID. https://sid.ir/paper/379870/en

Vancouver: Copy

MAJNOUNI TOUTAKHANE ALI, Karimzade Hosein, Aliadeh Ashrafi Behnam. Modeling the Aesthetic Values of Landscapes of Tourist Villages Using Artificial Neural NetworksCase Study: Savar-Toutakhane Touristic Roads. TOURISM MANAGEMENT STUDIES (TOURISM STUDIES)[Internet]. 2020;15(51 ):145-172. Available from: https://sid.ir/paper/379870/en

IEEE: Copy

ALI MAJNOUNI TOUTAKHANE, Hosein Karimzade, and Behnam Aliadeh Ashrafi, “Modeling the Aesthetic Values of Landscapes of Tourist Villages Using Artificial Neural NetworksCase Study: Savar-Toutakhane Touristic Roads,” TOURISM MANAGEMENT STUDIES (TOURISM STUDIES), vol. 15, no. 51 , pp. 145–172, 2020, [Online]. Available: https://sid.ir/paper/379870/en

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