Application of EEG-based Machine Learning in Stock Trading-related Emotion Recognition

Zuo, Mingliang and Yu, Bingbing and Sui, Li (2024) Application of EEG-based Machine Learning in Stock Trading-related Emotion Recognition. In: Proceedings of the 4th International Conference on Economic Management and Big Data Applications, ICEMBDA 2023, October 27–29, 2023, Tianjin, China.

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Abstract

This paper develops a stock emotion recognition system based on a valence/arousal model using electroencephalogram (EEG) signals. The dataset is collected from participants who engage in paper trading using real stock market data, virtual currencies, and emotional outputs. The dataset contains five

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 17:05
Last Modified: 17 Apr 2026 00:58
URI: http://eprints.eai.eu/id/eprint/46804

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