INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
In the realm of market prediction, investors have historically relied on the analysis of stock prices, indicators, and related news to anticipate market movements, underscoring the significance of news in influencing stock prices. Previous studies in this field have largely focused on categorizing market news as positive, negative, or neutral and examining their impact on stock prices, or on analyzing historical price data to forecast future movements. In our research, we present an automated trading system that amalgamates mathematical functions, machine learning techniques, and external factors such as sentiment analysis of news to enhance stock prediction accuracy and facilitate profitable trades. Specifically, our objective is to forecast the price or trend of a given stock by the end of the trading day based on its performance during the initial trading hours. To accomplish this objective, we have trained conventional machine learning algorithms and developed multiple deep learning models, taking into account the significance of relevant news.
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"Stock Price Prediction using Machine Learning", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.e930-e936, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404497.pdf
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2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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