Stock Price Prediction Integrating Investor Sentiment Based on S_AM_BiLSTM Model

被引：0
|
作者：
Yuan, Jing [1 ]
Pan, Su [1 ]
Xie, Hao [2 ]
Xu, Wenpeng [2 ]
机构：
[1] School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing,210003, China
[2] School of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing,210003, China
来源：
Computer Engineering and Applications | 2024年 / 60卷 / 07期
关键词：
Brain - Financial markets - Forecasting - Investments - Learning systems - Sentiment analysis;
D O I：
10.3778/j.issn.1002-8331.2305-0059
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：274 / 281
相关论文
共 50 条
  • [21] Stock Price Prediction Using CNN-BiLSTM-Attention Model
    Zhang, Jilin
    Ye, Lishi
    Lai, Yongzeng
    MATHEMATICS, 2023, 11 (09)
  • [22] The Effect of Sentiment on Stock Price Prediction
    Vanstone, Bruce James
    Gepp, Adrian
    Harris, Geoff
    RECENT TRENDS AND FUTURE TECHNOLOGY IN APPLIED INTELLIGENCE, IEA/AIE 2018, 2018, 10868 : 551 - 559
  • [23] Sentiment Analysis for Stock Price Prediction
    Gupta, Rubi
    Chen, Min
    THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2020), 2020, : 213 - 218
  • [24] Does investor sentiment affect stock price crash risk?
    Cui, Huijie
    Zhang, Yanan
    APPLIED ECONOMICS LETTERS, 2020, 27 (07) : 564 - 568
  • [25] Investor sentiment, SEO market timing, and stock price performance
    Chen, Yi-Wen
    Chou, Robin K.
    Lin, Chu-Bin
    JOURNAL OF EMPIRICAL FINANCE, 2019, 51 : 28 - 43
  • [26] Coal price shocks, investor sentiment, and stock market returns
    Liu, Zhenhua
    Chen, Shumin
    Zhong, Hongyu
    Ding, Zhihua
    ENERGY ECONOMICS, 2024, 135
  • [27] Investor Sentiment and Stock Price Crash Risk: Indian Perspective
    Sena, Rubini Sampath
    Madhumathi, R.
    ASIA-PACIFIC FINANCIAL MARKETS, 2024,
  • [28] Firm-specific investor sentiment and stock price informativeness
    Qian, Binsheng
    Tan, Yusen
    FINANCE RESEARCH LETTERS, 2024, 66
  • [29] Stock closing price prediction based on ICEEMDAN-FA-BiLSTM-GM combined model
    Xie, Lewei
    Wan, Ruibo
    Wang, Yuxin
    Li, Fangjian
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 16 (03) : 1833 - 1857
  • [30] A Comprehensive Review of Investor Sentiment Analysis in Stock Price Forecasting
    Ma, Huawen
    Ma, Jixin
    Wang, Han
    Li, Pengsheng
    Du, Wencai
    2021 IEEE/ACIS 21ST INTERNATIONAL FALL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS 2021-FALL), 2021, : 264 - 268
12345