Construction of Corporate Investment Decision Support Model Based on Deep Learning

Construction of Corporate Investment Decision Support Model Based on Deep Learning

Aiming at the problem of corporate investment decision support, this paper proposes and constructs a stock quality evaluation model based on deep learning and applies it to the stock quality evaluation of e-commerce enterprises. Firstly, LSTM neural network is used to construct the evaluation and pr...

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Main Author: Jian-tao Song
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Scientific Programming
Online Access:http://dx.doi.org/10.1155/2021/2665041
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spelling doaj-afb56abc9b0c4a9c82698519f814e47a2021-09-20T00:29:52ZengHindawi LimitedScientific Programming1875-919X2021-01-01202110.1155/2021/2665041Construction of Corporate Investment Decision Support Model Based on Deep LearningJian-tao Song0School of Finance and AccountingAiming at the problem of corporate investment decision support, this paper proposes and constructs a stock quality evaluation model based on deep learning and applies it to the stock quality evaluation of e-commerce enterprises. Firstly, LSTM neural network is used to construct the evaluation and prediction model. Secondly, the evaluation index system is constructed. Finally, the structure and parameters of the model are designed, and the prediction model is tested and evaluated through simulation experiments. The experiments prove that the model is reasonable and feasible, which can provide a reference for investors to make decisions.http://dx.doi.org/10.1155/2021/2665041
collection DOAJ
language English
format Article
sources DOAJ
author Jian-tao Song
spellingShingle Jian-tao Song
Construction of Corporate Investment Decision Support Model Based on Deep Learning
Scientific Programming
author_facet Jian-tao Song
author_sort Jian-tao Song
title Construction of Corporate Investment Decision Support Model Based on Deep Learning
title_short Construction of Corporate Investment Decision Support Model Based on Deep Learning
title_full Construction of Corporate Investment Decision Support Model Based on Deep Learning
title_fullStr Construction of Corporate Investment Decision Support Model Based on Deep Learning
title_full_unstemmed Construction of Corporate Investment Decision Support Model Based on Deep Learning
title_sort construction of corporate investment decision support model based on deep learning
publisher Hindawi Limited
series Scientific Programming
issn 1875-919X
publishDate 2021-01-01
description Aiming at the problem of corporate investment decision support, this paper proposes and constructs a stock quality evaluation model based on deep learning and applies it to the stock quality evaluation of e-commerce enterprises. Firstly, LSTM neural network is used to construct the evaluation and prediction model. Secondly, the evaluation index system is constructed. Finally, the structure and parameters of the model are designed, and the prediction model is tested and evaluated through simulation experiments. The experiments prove that the model is reasonable and feasible, which can provide a reference for investors to make decisions.
url http://dx.doi.org/10.1155/2021/2665041
work_keys_str_mv AT jiantaosong constructionofcorporateinvestmentdecisionsupportmodelbasedondeeplearning
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