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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: April 2026
Volume 11 | Issue 4
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 119
Article Submitted : 23355
Article Published : 9033
Total Authors : 23952
Total Reviewer : 831
Total Countries : 162
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| Paper Title: | Crypto Geeks: Crypto Education and Research Platform with Predictive Sentiment–Price Modelling and Explainable AI |
| Authors Name: | Mr. P. Periyasamy, M.E., AP , Dhanuja D , Dhayanithi N , Devadharshini M , Gopika S |
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IJRTI_211417
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| Published Paper Id: | IJRTI2604125 |
| Published In: | Volume 11 Issue 4, April-2026 |
| DOI: | |
| Abstract: | Cryptocurrency ecosystems have experienced rapid growth, yet most available platforms emphasize trading, speculation, and price monitoring rather than fundamental understanding of blockchain technologies. Additionally, short-term price movements in cryptocurrency markets are highly influenced by news sentiment and volatility. The system integrates real-time crypto news sentiment with machine learning models to predict short-term market movement direction and volatility risk for the next 15 minutes and 1 hour. A Random Forest model is used as a baseline, while a Long Short-Term Memory (LSTM)network captures temporal dependencies. The platform also incorporates an Explainable AI (XAI) layer |
| Keywords: | Cryptocurrency, Sentiment Analysis, Machine Learning, LSTM, Explainable AI, Blockchain Education, Sentiment Analysis, Natural Language Processing, LSTM, Machine Learning, Explainable Artificial Intelligence, SHAP, Intraday Trading |
| Cite Article: | "Crypto Geeks: Crypto Education and Research Platform with Predictive Sentiment–Price Modelling and Explainable AI ", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 4, page no.a922-a932, April-2026, Available :http://www.ijrti.org/papers/IJRTI2604125.pdf |
| Downloads: | 00047 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 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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Published Paper ID: IJRTI2604125
Registration ID:211417
Published In: Volume 11 Issue 4, April-2026
DOI (Digital Object Identifier):
Page No: a922-a932 Country: -, -, India Research Area: Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2604125 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2604125 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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