The Effects of Sentiment Evolution in Financial Texts: A Word Embedding Approach

IF 5.9 2区管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Journal of Management Information Systems Pub Date : 2024-02-19 DOI:10.1080/07421222.2023.2301176

Jiexin Zheng, Ka Chung Ng, Rong Zheng, Kar Yan Tam

引用次数: 0

Abstract

We examine the evolutionary effects of sentiment words in financial text and their implications for various business outcomes. We propose an algorithm called Word List Vector for Sentiment (WOLVES)...

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金融文本中情感演变的影响：词语嵌入法

我们研究了金融文本中情感词的演变效应及其对各种商业结果的影响。我们提出了一种名为情感词表向量（WOLVES）的算法...

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来源期刊

Journal of Management Information Systems 工程技术-计算机：信息系统

CiteScore

10.20

自引率

13.00%

发文量

审稿时长

6 months

期刊介绍： Journal of Management Information Systems is a widely recognized forum for the presentation of research that advances the practice and understanding of organizational information systems. It serves those investigating new modes of information delivery and the changing landscape of information policy making, as well as practitioners and executives managing the information resource.