Stock Price Prediction: LSTM Based Model

• DOI: 10.21467/proceedings.115.19
• Publication Date: 2021-06-28T14:18:17Z
• Authors: Ranjan Kumar Roy; Koyel Ghosh; Apurbalal Senapati
• Keywords: Stock (firearms)

Stock price prediction is a critical field used by most business people and common or retail who tried to increase their money value with respect time. People will either gain loss entire life savings in stock market activity. It chaos system. Building an accurate model complex as variation depends on multiple factors such news, social media data, fundamentals, production of the company, government bonds, historical country's economics factor. Prediction which considers only one factor might not be accurate. Hence incorporating data model's accuracy. This paper incorporate issue when someone implements it per outcome. cannot give proper result real since capital very sensitive news-driven. To avoid situation, we use hedging concept implemented.