Digital Asset Monitoring and Prediction Tool
Keywords:
component, Data Mining, Machine Learning, Stock Market forcastingAbstract
The stock market is a complex and dynamic system that requires constant monitoring and analysis to make informed investment decisions. In recent years, the use of mobile applications has become increasingly popular for tracking stock market trends, providing investors with real-time updates and predictive insights. In this research paper, we present the design and development of an Android app that monitors and predicts the stock market.
References
Nakamoto, S. Bitcoin: A peer-to peer electronic cash system. In Decentralized Business Review; Seoul, Korea, 2008; p. 21260. Available online: https://www.debr.io/article/21260- bitcoin-a-peer-to-peer-electronic cash-system (accessed on 19 June 2022).
Lim, J.Y.; Lim, K.M.; Lee, C.P. Stacked Bidirectional Long Short- Term Memory for Stock Market Analysis. In Proceedings of the 2021 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), Kota Kinabalu, Malaysia, 13–15 September 2021; pp. 1–5.
Chong, L.S.; Lim, K.M.; Lee, C.P. Stock Market Prediction using Ensemble of Deep Neural Networks. In Proceedings of the 2020 IEEE 2nd International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), Kota Kinabalu, Malaysia, 26–27 September 2020; pp. 1–5
Koukaras, P.; Nousi, C.; Tjortjis, C. Stock Market Prediction Using Microblogging Sentiment Analysis and Machine Learning. Telecom 2022, 3, 358–378.
Park, J.; Seo, Y.S. A Deep Learning-Based Action Recommendation Model for Cryptocurrency Profit Maximization. Electronics 2022, 11, 1466.
Manujakshi, B.; Kabadi, M.G.; Naik, N. A Hybrid Stock Price Prediction Model Based on PRE and Deep Neural Network. Data 2022, 7, 51.
Shahbazi, Z.; Byun, Y.C. Knowledge Discovery on Cryptocurrency Exchange Rate Prediction Using Machine Learning Pipelines. Sensors 2022, 22, 1740.
Patel, M.M.; Tanwar, S.; Gupta, R.; Kumar, N. A deep learning based cryptocurrency price prediction scheme for financial institutions. J. Inf. Secur. Appl. 2020, 55, 102583.
Gao, P.; Zhang, R.; Yang, X. The application of stock index price prediction with neural network. Math. Comput. Appl. 2020, 25, 53
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