Abstract
The level of agricultural modernization is an important indicator to measure agricultural development. China, a big agricultural country, always needs to pay attention to the development level in the process of promoting agricultural modernization. This paper makes an empirical analysis of the process of agricultural modernization in Sichuan Province in recent 16 years to put forward a new way to evaluate the level of agricultural modernization. At first, the maximizing deviation is used to evaluate the level of agricultural modernization, and then GMDH method is applied to determine the contribution value of the factors affecting the process of agricultural modernization. The results show that the level of agricultural modernization in Sichuan is gradually increasing. This paper also indicates that it is quite important to speed up the transfer of rural labor force and improve their cultural quality, raise the level of agricultural mechanization, increase the forest coverage as well as reduce the agricultural disasters. Only in this way can we realize agricultural modernization eventually.
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References
Costa CCM, Reis PRC, Ferreira MAM (2012) Impacts and externalities of agricultural modernization in Brazilian states. Applied Studies in Agribusiness and Commerce 6(3-4):53–61
Shen Q, Hu Z (2012) A new way to improve the evaluation index system of agricultural modernization in China. Statistics and Decision (15):25–27 (In Chinese)
Meng J, Sun J (2012) Studies on measuring development level of modern agriculture in Henan province based on entropy weight method. Management of Agricultural Science and Technology (31):8–11 (In Chinese)
Wang S (2011) Evaluation on agriculture modernization level of Henan Province based on the fixed weight grey clustering method. Journal of Henan Agricultural University (4):487–492 (In Chinese)
Jiang H, Huang D (2006) Econometrics evaluation of China agricultural modernization. Research of Agricultural Modernization (2):87–91 (In Chinese)
Yang B, Guo J (2006) The application of improved ANN into comprehensive evaluation of agricultural modernization. Journal of Huangzhong Agricultural University (Social Science Edition) (4):45–49 (In Chinese)
Wei T (2012) Comparative analysis of the course of rural urbanization and urban modernization. Asian Agricultural Research (3):58–62, 65 (In Chinese)
Men K, Tang S (2010) Comprehensive evaluation on the level of agricultural modernization in eastern China. Asian Agricultural Research 2(2):45–48
Qi W (2010) Prediction and assessment of agricultural modernization level based on topsis and artificial neural network. In: International Conference on Economics, Business and Management (ICCASM) 11:22–24
Qi W (2010) Assessment of agricultural modernization level in Zhejiang using SPSS software. In: International Conference on Chemical Science and Engineering (ICCSE) 1:24–27
Guo B, Chen X (2006) Comprehensive evaluation of the level of agricultural modernization in China. Statistics and Decision (1):95–96 (In Chinese)
Li W, Wang Q (2011) The evaluation and countermeasure of agricultural modernization of Henan province. In: Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC) 1:758–760
Cao B, He Z (2010) Evaluation of agricultural productivity in China based on DEA. APLCE 251–255
Guo J, He Y (2007) Evaluation model of financial performance based on maximizing deviation and cluster analysis. Technology Market (10):42–44 (In Chinese)
Huo Y, He Y (2010) Research on the evaluation of operational efficiency of economy in western China area. Commercial Times (7):116–117 (In Chinese)
Ivakhnenko AG (1967) Heristic self-organizing in problems of engineering cybernetics. Automatica 6(2):207–219
He C (2005) The self-organizing data mining and economic forecast. Science Press, Beijing (In Chinese)
Jiang H, Xin L (2012) Evaluation of the development of modern agriculture in China. Agriculture Engineering Technology (Agricultural Product Processing Industry) (6):25–27 (In Chinese)
Han S, Xin L (1999) Connation and evaluation system of agricultural modernization in China. Tianjin Social Sciences (5):68–70 (In Chinese)
Zeng L (2008) Design of the evaluation index system of agricultural modernization in China. Journal of Anhui Agricultural Sciences (4):1634–1635, 1652 (In Chinese)
Acknowledgments
The authors acknowledge the financial support Humanities and social science planning fund project of the Ministry of education of China, project No. 11YJA630029. The author is grateful to the anonymous referee for a careful checking of the details and for helpful comments that improved this paper.
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He, Y., Deng, W., Zhang, L. (2014). Evaluation of Agricultural Modernization Based on Maximizing Deviation and GMDH. In: Xu, J., Fry, J., Lev, B., Hajiyev, A. (eds) Proceedings of the Seventh International Conference on Management Science and Engineering Management. Lecture Notes in Electrical Engineering, vol 242. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40081-0_101
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DOI: https://doi.org/10.1007/978-3-642-40081-0_101
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