Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory

Li Yuansheng; Yang Yang; Fu Yanxiao; Xu Xiangyang

doi:10.1007/978-3-642-24282-3_81

Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory

Li Yuansheng
, Yang Yang^*
, Fu Yanxiao
, Xu Xiangyang

^*Corresponding author for this work

School of Transportation Science and Engineering

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

With the fast growth of Chinese economy and the society's progress, the environment issues in China begin to attract people's attention more and more. After United Nations Climate Change Conference in Copenhagen, Chinese begin to concern about the "carbon emissions" and the low carbon lifestyle. According to the expert's forecast, China's automobile industry's carbon emissions possibly occupy about 5% of total emissions. And the automobile industry of our country is developing quickly, its carbon emissions rate in total emissions will be more and more. In this paper, it's demonstrated that Rough Set Theory can find some potential knowledge by data analysis. Based on Rough Set Theory and the demand of prediction of car sales volume, a procedure of car sales forecast is proposed. Then automobile carbon emissions can be forecasted with obtained rules set and calculation of carbon emissions. The prediction is expected to have some effect on the establishment of Chinese twelfth five-year plan, especially the policy about the carbon emissions.

Original language	English
Title of host publication	Emerging Research in Artificial Intelligence and Computational Intelligence - International Conference, AICI 2011, Proceedings
Pages	582-589
Number of pages	8
DOIs	https://doi.org/10.1007/978-3-642-24282-3_81
State	Published - 2011
Event	2011 International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011 - Taiyuan, China Duration: 23 Sep 2011 → 25 Sep 2011

Publication series

Name	Communications in Computer and Information Science
Volume	237 CCIS
ISSN (Print)	1865-0929

Conference

Conference	2011 International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011
Country/Territory	China
City	Taiyuan
Period	23/09/11 → 25/09/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 13 Climate Action

Keywords

Rough Set Theory
car sales volume
carbon emissions
forecast
low carbon

Access to Document

10.1007/978-3-642-24282-3_81

Cite this

Yuansheng, L., Yang, Y., Yanxiao, F., & Xiangyang, X. (2011). Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory. In Emerging Research in Artificial Intelligence and Computational Intelligence - International Conference, AICI 2011, Proceedings (pp. 582-589). (Communications in Computer and Information Science; Vol. 237 CCIS). https://doi.org/10.1007/978-3-642-24282-3_81

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abstract = "With the fast growth of Chinese economy and the society's progress, the environment issues in China begin to attract people's attention more and more. After United Nations Climate Change Conference in Copenhagen, Chinese begin to concern about the {"}carbon emissions{"} and the low carbon lifestyle. According to the expert's forecast, China's automobile industry's carbon emissions possibly occupy about 5\% of total emissions. And the automobile industry of our country is developing quickly, its carbon emissions rate in total emissions will be more and more. In this paper, it's demonstrated that Rough Set Theory can find some potential knowledge by data analysis. Based on Rough Set Theory and the demand of prediction of car sales volume, a procedure of car sales forecast is proposed. Then automobile carbon emissions can be forecasted with obtained rules set and calculation of carbon emissions. The prediction is expected to have some effect on the establishment of Chinese twelfth five-year plan, especially the policy about the carbon emissions.",

keywords = "Rough Set Theory, car sales volume, carbon emissions, forecast, low carbon",

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Yuansheng, L, Yang, Y, Yanxiao, F & Xiangyang, X 2011, Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory. in Emerging Research in Artificial Intelligence and Computational Intelligence - International Conference, AICI 2011, Proceedings. Communications in Computer and Information Science, vol. 237 CCIS, pp. 582-589, 2011 International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011, Taiyuan, China, 23/09/11. https://doi.org/10.1007/978-3-642-24282-3_81

Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory. / Yuansheng, Li; Yang, Yang; Yanxiao, Fu et al.
Emerging Research in Artificial Intelligence and Computational Intelligence - International Conference, AICI 2011, Proceedings. 2011. p. 582-589 (Communications in Computer and Information Science; Vol. 237 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory

AU - Yuansheng, Li

AU - Yang, Yang

AU - Yanxiao, Fu

AU - Xiangyang, Xu

PY - 2011

Y1 - 2011

N2 - With the fast growth of Chinese economy and the society's progress, the environment issues in China begin to attract people's attention more and more. After United Nations Climate Change Conference in Copenhagen, Chinese begin to concern about the "carbon emissions" and the low carbon lifestyle. According to the expert's forecast, China's automobile industry's carbon emissions possibly occupy about 5% of total emissions. And the automobile industry of our country is developing quickly, its carbon emissions rate in total emissions will be more and more. In this paper, it's demonstrated that Rough Set Theory can find some potential knowledge by data analysis. Based on Rough Set Theory and the demand of prediction of car sales volume, a procedure of car sales forecast is proposed. Then automobile carbon emissions can be forecasted with obtained rules set and calculation of carbon emissions. The prediction is expected to have some effect on the establishment of Chinese twelfth five-year plan, especially the policy about the carbon emissions.

AB - With the fast growth of Chinese economy and the society's progress, the environment issues in China begin to attract people's attention more and more. After United Nations Climate Change Conference in Copenhagen, Chinese begin to concern about the "carbon emissions" and the low carbon lifestyle. According to the expert's forecast, China's automobile industry's carbon emissions possibly occupy about 5% of total emissions. And the automobile industry of our country is developing quickly, its carbon emissions rate in total emissions will be more and more. In this paper, it's demonstrated that Rough Set Theory can find some potential knowledge by data analysis. Based on Rough Set Theory and the demand of prediction of car sales volume, a procedure of car sales forecast is proposed. Then automobile carbon emissions can be forecasted with obtained rules set and calculation of carbon emissions. The prediction is expected to have some effect on the establishment of Chinese twelfth five-year plan, especially the policy about the carbon emissions.

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KW - car sales volume

KW - carbon emissions

KW - forecast

KW - low carbon

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ER -

Yuansheng L, Yang Y, Yanxiao F, Xiangyang X. Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory. In Emerging Research in Artificial Intelligence and Computational Intelligence - International Conference, AICI 2011, Proceedings. 2011. p. 582-589. (Communications in Computer and Information Science). doi: 10.1007/978-3-642-24282-3_81

Trend analysis of 2011 China's car sales volume and carbon emissions based on rough set theory

Abstract

Publication series

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UN SDGs

Keywords

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