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October-2023
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Journal of Emerging Technologies and Innovative Research ( An International Scholarly Open Access Journal, Peer-reviewed, Refereed, Crossref DOI Journal )
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UGC Approved Journal no 63975(19)
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ISSN: 2349-5162 | ESTD Year : 2014 Volume 13 | Issue 3 | March 2026
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ISSN: 2349-5162 | ESTD Year : 2014 Volume 13 | Issue 3 | March 2026
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UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975
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JETIR2310717
Registration ID:
542312
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Title
SIMILAR PRODUCT RECOMMENDATION SYSTEM USING KNN
Abstract
People in the modern years choose similar product recommendations since they are too busy browsing through the whole CatLog as they perceive it as a challenging endeavour. However, the existing approach does not provide reliable and precise results. In this case, we are employing the KNN artificial intelligence algorithm along with multiple techniques for extracting features such as VGG16, VGG19, and Resnet50 and reduction of dimensionality approaches as PCA, LDA, and K-Means. Customers will benefit from this since it offers very precise and precise outcomes according to user requirements, as well as product advice for many different buying patterns.
Key Words
KNN, PCA, LDA, VGG16, VGG19, Resnet50
Cite This Article
"SIMILAR PRODUCT RECOMMENDATION SYSTEM USING KNN ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 10, page no.i118-i126, October-2023, Available :http://www.jetir.org/papers/JETIR2310717.pdf
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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Cite This Article
"SIMILAR PRODUCT RECOMMENDATION SYSTEM USING KNN ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 10, page no. ppi118-i126, October-2023, Available at : http://www.jetir.org/papers/JETIR2310717.pdf
Publication Details
Published Paper ID: JETIR2310717
Registration ID: 542312
Published In: Volume 10 | Issue 10 | Year October-2023
Page No: i118-i126
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication
Published Paper URL :: https://www.jetir.org/view?paper=JETIR2310717
Published Paper PDF: https://www.jetir.org/papers/JETIR2310717
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