A Study on the Features of Tourist Behaviors of Residents in Medium and Small Cities: A Case of Ji'an City

Liu, Shaohua; Zhong, Zhou; Wang, Weinian; Li, Yuhong

doi:10.4156/aiss.vol4.issue12.34

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The Application of Improved SVM for Data Analysis in Tourism Economy

Shi-Ting

Xue

2014

2014 7th International Conference on Intelligent Computation Technology and Automation

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In this thesis, the main content of statistical learning theory is firstly introduced briefly, based on this, the basic principle and process of ε-SVR (one algorithm of Support Vector Machine for Regression, SVR) is presented. Then this method is used to model tourist traffic prediction and predict one series data (Taian monthly tourist quantity data). Two different kernel functions are employed, and the former's performance is evidently better than the latter's. ε-SVR's performance is also compared with that of traditional time series analysis method, and the former outperforms the latter.

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The Application of Improved SVM for Data Analysis in Tourism Economy

Shi-Ting

Xue

2014

2014 7th International Conference on Intelligent Computation Technology and Automation

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Study on the Tourism Value Evaluation of the Urban Industrial Heritage on the Basis of Matter-Element Model

Shen

Liu

et al. 2013

AMR

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The index system for the tourism value evaluation of the urban industrial heritage was constructed from four perspectives, including the value of locational factor, value of science and technology, value of humanistic emotions and the aesthetic value of tourism. The evaluation model for the urban industrial heritage was established on the basis of matter-element model and analytical hierarchy process.

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A Study on the Features of Tourist Behaviors of Residents in Medium and Small Cities: A Case of Ji'an City

Cited by 2 publications

References 0 publications

The Application of Improved SVM for Data Analysis in Tourism Economy

The Application of Improved SVM for Data Analysis in Tourism Economy

Study on the Tourism Value Evaluation of the Urban Industrial Heritage on the Basis of Matter-Element Model

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