Research on the Influence of Industry Index on Individual Stock Price in Neural Network Prediction Model

Yajiao Wang, Bo Zheng, Xiangqi Meng, Jizhe Cui

2021

Abstract

With the development of the economy and society, it is increasingly clear that stock price changes are running ahead of economic changes, and there is no shortage of predictions. Based on the neural network prediction model to screen and clean the actual stock price data and establish a model to predict the impact of industry indicators on the single stock price, this paper predicts the stock price and its stock price trend of Kweichow Moutai through BP neural network and explores whether the rise and fall index of the industry index added to the wine, beverage and refined tea manufacturing industry has a positive effect on the model prediction. When the price of a single stock is added to the daily rise and fall index of the industry to which the stock belongs, it can greatly improve the predicted value of the model and effectively analyze the influence of the valuation fluctuation of the single stock. This is shown by the operation of the prediction model compared with the experimental data.

Paper Citation

in Harvard Style

Wang Y., Zheng B., Meng X. and Cui J. (2021). Research on the Influence of Industry Index on Individual Stock Price in Neural Network Prediction Model. In Proceedings of the 1st International Conference on Public Management and Big Data Analysis - Volume 1: PMBDA, ISBN 978-989-758-589-0, pages 327-334. DOI: 10.5220/0011344000003437

in Bibtex Style

@conference{pmbda21,
author={Yajiao Wang and Bo Zheng and Xiangqi Meng and Jizhe Cui},
title={Research on the Influence of Industry Index on Individual Stock Price in Neural Network Prediction Model},
booktitle={Proceedings of the 1st International Conference on Public Management and Big Data Analysis - Volume 1: PMBDA,},
year={2021},
pages={327-334},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011344000003437},
isbn={978-989-758-589-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Public Management and Big Data Analysis - Volume 1: PMBDA,
TI - Research on the Influence of Industry Index on Individual Stock Price in Neural Network Prediction Model
SN - 978-989-758-589-0
AU - Wang Y.
AU - Zheng B.
AU - Meng X.
AU - Cui J.
PY - 2021
SP - 327
EP - 334
DO - 10.5220/0011344000003437