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AI Powered Crypto Price Prediction and Blockchain Wallet Transactions

  • Unique Paper ID: 175760
  • Volume: 11
  • Issue: 11
  • PageNo: 3613-3617
  • Abstract:
  • The rapid growth of cryptocurrency markets has created an urgent need for accessible tools that enable users to develop trading competencies without financial risk. This research presents an AI-enhanced cryptocurrency trading simulator designed to democratize market literacy through an interactive, risk-free learning environment. The platform uniquely integrates real-time blockchain data with AI forecasting models to provide novice and experienced traders with actionable market insights. Our system employs a dual-model AI approach, combining XGBoost for short-term price predictions and LSTM networks for identifying long-term trends, with all outputs accompanied by interpretable confidence metrics. Users engage in practical learning through simulated Ethereum transactions using testnet tokens, while interactive visualizations transform complex market data into understandable patterns. The platform's Web3 integration allows hands-on experience with wallet management and smart contract interactions. This study demonstrates how combining predictive analytics can significantly enhance trading education. Preliminary user testing indicates the system effectively reduces the steep learning curve associated with cryptocurrency markets, with 78% of participants reporting increased confidence in market analysis after just three simulation sessions. The research contributes to both fintech and applied AI by presenting a framework for developing more intuitive financial learning tools.
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  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 11
  • PageNo: 3613-3617

AI Powered Crypto Price Prediction and Blockchain Wallet Transactions

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