中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Machine Learning Approach to Sentiment Recognition from Periodic Reports

文献类型:会议论文

作者Zhu, Junfeng; Ren, Xiaopeng
出版日期2023
会议名称2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence
会议日期2023
会议地点不详
页码35-39
英文摘要

We propose a novel indicator to measure fund managers' sentiment, a topic of significant interest to both academia and the financial industry, as it relates to investor sentiment and stock volatility. As mutual funds continue to gain traction, fund managers have emerged as crucial players in the Chinese stock markets. Drawing upon a dataset comprising 4,142 mutual funds over a five-year period, we construct a fund manager sentiment index by analyzing periodic reports. Additionally, we examine the mediating effect of the investor sentiment index on stock volatility. This study contributes to the understanding of fund managers' sentiment and its potential implications for stock market fluctuations.

收录类别EI
会议录2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence, CCAI 2023
语种英语
源URL[http://ir.psych.ac.cn/handle/311026/45284]  
专题中国科学院心理研究所
作者单位University of Chinese Academy of Sciences, Institute of Psychology, Chinese Academy of Sciences, Department of Psychology, Beijing, China
推荐引用方式
GB/T 7714
Zhu, Junfeng,Ren, Xiaopeng. Machine Learning Approach to Sentiment Recognition from Periodic Reports[C]. 见:2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence. 不详. 2023.

入库方式: OAI收割

来源:心理研究所

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