Open AccessApplication of SVM model to environmental resource analysis in tourism development
Author(s) -
Han Jing
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1629/1/012007
Subject(s) - tourism , environmental pollution , resource (disambiguation) , business , relation (database) , environmental economics , environmental resource management , environmental planning , computer science , economics , environmental protection , environmental science , geography , data mining , computer network , archaeology
With the improvement of economic and living standards, the demand for tourism is increasing. However, the development of tourism brings many problems to the environment, such as aggravating the environmental pollution and reducing the available environmental resources. At the same time, good environmental resources can stimulate local tourism development and economic growth. This paper uses support vector machine (SVM) model to establish the nonlinear relation model between tourism market turnover and various influencing factors, analyses the development of present Chengdu’s tourism market, and predicts the market turnover in three years to provide quantitative reference for the analysis of environmental resources in tourism development.