PSYCH OpenIR
Machine Learning Approach to Sentiment Recognition from Periodic Reports
Zhu, Junfeng; Ren, Xiaopeng
2023
会议名称2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence
会议录名称2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence, CCAI 2023
页码35-39
会议日期2023
会议地点不详
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
语种英语
文献类型会议论文
条目标识符https://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],2023:35-39.
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