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StockAI - Stock Analysis Tool Agent | IEEE Conference Publication | IEEE Xplore

Abstract:

StockAI is a stock market analysis tool that integrates machine learning, traditional trading indicators, and intelligent agents to analyze live data and projections for ...Show More

Abstract:

StockAI is a stock market analysis tool that integrates machine learning, traditional trading indicators, and intelligent agents to analyze live data and projections for stock investors. It does this by carrying out an analysis of the historical price trend of a stock and the ongoing stock markets from the use of mathematical indicators such as moving averages, relative strength index, and candlestick patterns. As a result, it aids in decision-making for both new and old traders. The system also leverages machine learning algorithms like random forests to generate price predictions with improved accuracy. StockAI’s interactive interface allows users to engage with the tool through natural language queries. However, challenges remain in evaluating the outputs of large language models, as current methods rely heavily on human evaluation. The ultimate goal of StockAI is to help investors make informed decisions, optimize market opportunities and mitigate risks through a combination of AI-driven analysis and traditional financial indicators.
Date of Conference: 05-06 December 2024
Date Added to IEEE Xplore: 18 March 2025
ISBN Information:
Conference Location: Coimbatore, India

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