Exploring the Dynamics of Stock Markets: Mechanisms, Influences and Predictive Models

Lujia Liu

2024

Abstract

This paper delves deeply into the stock price prediction and their significance in modern financial markets. Firstly, it elaborates on the definition and basic characteristics of stocks, clarifying their status as a financial instrument representing ownership shares in a company. The operating mechanism of the stock market is analyzed with data preprocessing, including aspects such as issuance, trading, and price formation. Various factors influencing stock prices are explored, like a company's financial status, macroeconomic environment, industry trends, and market sentiment. Through research on historical data and case studies, the fluctuation patterns of stock prices and the different characteristics of long-term investment and short-term speculation are revealed. Additionally, the risk and return characteristics of stock investment are introduced, emphasizing the risk awareness and rational decision-making ability that investors should possess when engaging in stock investment. Finally, the future development trends of the stock market are forecasted, and suggestions are put forward on how investors and regulatory agencies can better understand and respond to the challenges and opportunities of the stock market in a constantly changing economic environment.

Paper Citation

in Harvard Style

Liu L. (2024). Exploring the Dynamics of Stock Markets: Mechanisms, Influences and Predictive Models. In Proceedings of the 2nd International Conference on Data Analysis and Machine Learning - Volume 1: DAML; ISBN 978-989-758-754-2, SciTePress, pages 56-59. DOI: 10.5220/0013487300004619

in Bibtex Style

@conference{daml24,
author={Lujia Liu},
title={Exploring the Dynamics of Stock Markets: Mechanisms, Influences and Predictive Models},
booktitle={Proceedings of the 2nd International Conference on Data Analysis and Machine Learning - Volume 1: DAML},
year={2024},
pages={56-59},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013487300004619},
isbn={978-989-758-754-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Data Analysis and Machine Learning - Volume 1: DAML
TI - Exploring the Dynamics of Stock Markets: Mechanisms, Influences and Predictive Models
SN - 978-989-758-754-2
AU - Liu L.
PY - 2024
SP - 56
EP - 59
DO - 10.5220/0013487300004619
PB - SciTePress