Paper
21 March 2023 Research on the influencing factors of food waste in colleges and universities under the background of dual carbon
Yuxuan Zhao, Zhenxiang Dai
Author Affiliations +
Proceedings Volume 12609, International Conference on Computer Application and Information Security (ICCAIS 2022); 126091R (2023) https://doi.org/10.1117/12.2671940
Event: International Conference on Computer Application and Information Security (ICCAIS 2022), 2022, ONLINE, ONLINE
Abstract
Based on statistical survey data, this paper explores the factors of food waste in colleges and universities under the background of “dual carbon”. Firstly, the support vector machine model is used to classify whether waste occurs in college cafeterias, and then the Probit regression model is established, exploring the factors that cause food waste, the result shows that food waste is related to personal characteristics, family background, food conservation promotion, and dining characteristics.
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Yuxuan Zhao and Zhenxiang Dai "Research on the influencing factors of food waste in colleges and universities under the background of dual carbon", Proc. SPIE 12609, International Conference on Computer Application and Information Security (ICCAIS 2022), 126091R (21 March 2023); https://doi.org/10.1117/12.2671940
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KEYWORDS
Universities

Carbon

Support vector machines

Binary data

Data modeling

Matrices

Machine learning

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