Predictions on the Development Dimensions of Provincial Tourism Discipline Based on the Artificial Neural Network BP Model

Yang Yang, Jun Hu, Mu Zhang

Abstract


As the tourism industry has gradually become the strategic mainstay industry of the national economy, the scope of the tourism discipline has developed rigorously. This paper makes a predictive study on the development of the scope of Guangdong provincial tourism discipline based on the artificial neural network BP model in order to find out how the branch of tourism studies can better adapt to the development of the tourism industry. The research findings indicate that the BP model can be applied to the predictions of the scope of the tourism discipline and provide a quantitative basis for decision making with regard to the spatial layout and optimal allocation of the tourism discipline.


Full Text:

PDF

References


Deirdre Kelley-Patterson, Christeen George. (2001). Securing graduate commitment: an exploration of the comparative expectations of placement students, graduate recruits and human resource managers within the hospitality, leisure and tourism industries. International Journal of Hospitality Management, 20(4), 311-323.

Greg Richards. (1998), A European network for tourism education, Tourism Management, 19(1), 1-4.

Isaac Sindiga. (1996). Domestic tourism in Kenya. Annals of Tourism Research, 23(1), 19-31.

Lu Zuoqin, Xue Qingbo. (1997). Principal Component Analysis of Factors Affecting Development of Higher Education. Journal of North China University of Technology, 9(1), 24-28.

Mi Hong, Wen Xinlan, Zhou Zhonggao. (2003). An Empirical Analysis of Demographic Elements and the Change of Scale of China Higher Education in the Future 20 Years, Population Research, 27(6), 76-81.

Mao Hongtao, Ma Dan. (2004). The Quantitative Analysis of the Relationship of the Development of Higher Education and Economic Growth, Finance and Economics, 1, 92-95.

Mao Jianqing. (2008). Assessment Method of Quantitative Prediction of the Scale of Higher Education, Heilongjiang Researches on Higher Education, 166(2), 9-12.

National Tourism Bureau (2012). 2011 Statistical Bulletin of China’s Tourism Industry. http://www.cnta.gov.cn/html/2012-10/2012-10-25-9-0-71726.html, 2012-10-25.

Shen Baojia. (1997), On the construction of tourism discipline and the tourism higher education. Tourism Tribune Supplemental Issue of Tourism Education, 8, 21-24.

Shalini Singh. (1997). Developing human resources for the tourism industry with reference to India. Tourism Management, 18(5), 299-306.

Sun Shaorong, Zhang Wenmin, Li Li. (2004). Research on the Relationship between Higher Education and Economic Development. Journal of Public Management, 3, 75-84.

The Statistic Bureau of Guangdong Province (2012). Guangdong Almanac2012. http://www.gdstats.gov.cn/tjnj/2012/c17.htm

Wang Jian. (2008). On the Development of Tourism Discipline and the Building of Curricula System in the Major of Tourism Management. Tourism Tribune, 23(3), 19-23.

Yu Peiguo, Yang Xiaofang, Shen Yun, Liao Bin. (2002) The Higher Education Demand Forecasting and Scale Confirming of Our Country. Rorecasting, 21(3), 9-12.

Yan Quanzhi. (2003) Probe of Factors of Influence Exerted by Higher-Education Development. Theory and Practice of Education, 8, 13-15.

Zhu Kai, Wang Zhenglin. (2010) Full knowledge of MATLAB neural network. Beijing: Electronics Industry Publishing House.




DOI: https://doi.org/10.11591/eei.v3i2.265

Refbacks

  • There are currently no refbacks.




Bulletin of EEI Stats

Bulletin of Electrical Engineering and Informatics (BEEI)
ISSN: 2089-3191, e-ISSN: 2302-9285
This journal is published by the Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).