Investor Classification and Sentiment Analysis

被引:0
|
作者
Chatterjee, Arijit [1 ,2 ]
Perrizo, William [1 ]
机构
[1] North Dakota State Univ, Dept Comp Sci, Fargo, ND 58105 USA
[2] Microsoft Res & Dev, One Microsoft Way, Redmond, WA 98052 USA
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper discusses the bias of investors and the affect it has on the volatility of the stocks in the market. We also show how sentiment analysis can be run on the pulled tweets and why we chose the Microsoft Azure sentiment analyzer over the other commercial sentiment analyzer tools. Finally, we provide some future direction where we plan to take this research forward and conclude with some closing remarks.
引用
收藏
页码:1177 / 1180
页数:4
相关论文
共 50 条
  • [21] Price Clustering and Investor Sentiment
    Blau, Benjamin M.
    JOURNAL OF BEHAVIORAL FINANCE, 2019, 20 (01) : 19 - 30
  • [22] Aggregate Investment and Investor Sentiment
    Arif, Salman
    Lee, Charles M. C.
    REVIEW OF FINANCIAL STUDIES, 2014, 27 (11): : 3241 - 3279
  • [23] Investor Sentiment and REIT Returns
    Crystal Yan Lin
    Hamid Rahman
    Kenneth Yung
    The Journal of Real Estate Finance and Economics, 2009, 39 : 450 - 471
  • [24] Sentiment Metrics and Investor Demand
    DeVault, Luke
    Sias, Richard
    Starks, Laura
    JOURNAL OF FINANCE, 2019, 74 (02): : 985 - 1024
  • [25] Market Response to Investor Sentiment
    Hengelbrock, Joerdis
    Theissen, Erik
    Westheide, Christian
    JOURNAL OF BUSINESS FINANCE & ACCOUNTING, 2013, 40 (7-8) : 901 - 917
  • [26] Institutional herding and investor sentiment
    Guo, Xu
    Gu, Chen
    Zhang, Chengping
    Li, Shenru
    JOURNAL OF FINANCIAL MARKETS, 2024, 68
  • [27] Investor sentiment and asset valuation
    Brown, GW
    Cliff, MT
    JOURNAL OF BUSINESS, 2005, 78 (02): : 405 - 440
  • [28] Investor sentiment and sovereign bonds
    Li, Yulin
    JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 2021, 115
  • [29] Overconfidence, investor sentiment, and evolution
    Wang, FA
    JOURNAL OF FINANCIAL INTERMEDIATION, 2001, 10 (02) : 138 - 170
  • [30] Uncertainty, Investor Sentiment, and Innovation
    Dicks, David
    Fulghieri, Paolo
    REVIEW OF FINANCIAL STUDIES, 2021, 34 (03): : 1236 - 1279