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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: March 2026
Volume 11 | Issue 3
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21604
Article Published : 8531
Total Authors : 22438
Total Reviewer : 805
Total Countries : 159
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Published Paper Details
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| Paper Title: | Ai Powered Course Selector |
| Authors Name: | Yash Vishnu Maismale , Vedant Dinesh Suralkar , Mahesh Lahu Sabale , Saniya Ansari , Priyanka Manke |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_201159
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| Published Paper Id: | IJRTI2503159 |
| Published In: | Volume 10 Issue 3, March-2025 |
| DOI: | |
| Abstract: | This project explores six methodologies for enhancing course recommendation systems, focusing on personalized learning and academic success. It improves collaborative filtering by analyzing implicit user behavior and employs deep learning techniques like CNNs for personalized recommendations. Predictive modeling methods, including k-nearest neighbors and matrix factorization, help forecast student performance. A skill-based system uses fuzzy clustering to align courses with career goals, while a hybrid approach integrates clustering and association rule mining to generate recommendations based on course history and grades. By combining these techniques, the system aims to optimize accuracy and provide tailored course suggestions. |
| Keywords: | Collaborative filtering, deep learning, fuzzy clustering, matrix factorization, user implicit behavior analysis, sequential pattern mining, academic performance prediction. |
| Cite Article: | "Ai Powered Course Selector", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 3, page no.b409-b413, March-2025, Available :http://www.ijrti.org/papers/IJRTI2503159.pdf |
| Downloads: | 000695 |
| ISSN: |
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: IJRTI2503159
Registration ID:201159
Published In: Volume 10 Issue 3, March-2025
DOI (Digital Object Identifier):
Page No: b409-b413 Country: Kalyan/Thane, Maharashtra, India Research Area: Information Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2503159 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2503159 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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