Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model

Enterprise economy refers to the comprehensive situation reflected in the gross product, production scale, total production and efficiency, technological content, marketing means, and so on; under certain social conditions, enterprises use resources obtained by law to engage in economic activities....

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Autores principales:	Zeyu Lin, Shuai Li
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/63a3d8ee9e1b4069b95393aaaee1174d
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spelling	oai:doaj.org-article:63a3d8ee9e1b4069b95393aaaee1174d2021-11-29T00:55:56ZPrediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model1875-905X10.1155/2021/4571840https://doaj.org/article/63a3d8ee9e1b4069b95393aaaee1174d2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/4571840https://doaj.org/toc/1875-905XEnterprise economy refers to the comprehensive situation reflected in the gross product, production scale, total production and efficiency, technological content, marketing means, and so on; under certain social conditions, enterprises use resources obtained by law to engage in economic activities. Under the guidance of consciousness or culture, enterprises use “legally obtained resources” to promote economic development. Enterprise economy is affected by manpower, capital, management, operation, policy, and other aspects. In the context of the rapid development of big data in the current era, this paper proposes a prediction model of enterprise economic activity behavior based on neural network and ARIMA by investigating a variety of artificial intelligence models and verifies its feasibility. Commodity circulation enterprises have a more urgent demand for the development of business audit due to their operation characteristics. Therefore, this paper takes commodity circulation enterprises as representatives and predicts business audit in the big data environment based on the model proposed in this paper.Zeyu LinShuai LiHindawi LimitedarticleTelecommunicationTK5101-6720ENMobile Information Systems, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Telecommunication TK5101-6720
spellingShingle	Telecommunication TK5101-6720 Zeyu Lin Shuai Li Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model
description	Enterprise economy refers to the comprehensive situation reflected in the gross product, production scale, total production and efficiency, technological content, marketing means, and so on; under certain social conditions, enterprises use resources obtained by law to engage in economic activities. Under the guidance of consciousness or culture, enterprises use “legally obtained resources” to promote economic development. Enterprise economy is affected by manpower, capital, management, operation, policy, and other aspects. In the context of the rapid development of big data in the current era, this paper proposes a prediction model of enterprise economic activity behavior based on neural network and ARIMA by investigating a variety of artificial intelligence models and verifies its feasibility. Commodity circulation enterprises have a more urgent demand for the development of business audit due to their operation characteristics. Therefore, this paper takes commodity circulation enterprises as representatives and predicts business audit in the big data environment based on the model proposed in this paper.
format	article
author	Zeyu Lin Shuai Li
author_facet	Zeyu Lin Shuai Li
author_sort	Zeyu Lin
title	Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model
title_short	Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model
title_full	Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model
title_fullStr	Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model
title_full_unstemmed	Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model
title_sort	prediction of enterprise economic activity behavior based on neural network and arima hybrid model
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/63a3d8ee9e1b4069b95393aaaee1174d
work_keys_str_mv	AT zeyulin predictionofenterpriseeconomicactivitybehaviorbasedonneuralnetworkandarimahybridmodel AT shuaili predictionofenterpriseeconomicactivitybehaviorbasedonneuralnetworkandarimahybridmodel
_version_	1718407710997741568

Prediction of Enterprise Economic Activity Behavior Based on Neural Network and ARIMA Hybrid Model

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