Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
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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