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Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin

The Skincare Recommendation System aims to improve user experience and reduce the possibility of skin concerns resulting from incompatible selections by addressing frequent obstacles experienced by customers when choosing skincare products. The system evaluates product components and user-specific s...

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Bibliographic Details
Main Author: Mohd Burhanudin, Muhammad Fakhrullah
Format: Thesis
Language:English
Published: 2024
Subjects:
Algorithms
Online Access:https://ir.uitm.edu.my/id/eprint/96334/1/96334.pdf
https://ir.uitm.edu.my/id/eprint/96334/
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id my.uitm.ir.96334
record_format eprints
spelling my.uitm.ir.963342024-11-07T08:37:39Z https://ir.uitm.edu.my/id/eprint/96334/ Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin Mohd Burhanudin, Muhammad Fakhrullah Algorithms The Skincare Recommendation System aims to improve user experience and reduce the possibility of skin concerns resulting from incompatible selections by addressing frequent obstacles experienced by customers when choosing skincare products. The system evaluates product components and user-specific skin types by utilising the Content-Based Filtering Technique (CBF) which using TF-IDF and cosine similarity technique and provides customised suggestions based on common ingredient compositions. The project's goals are to research CBF, use this method to build a recommendation system, and assess the system's accuracy. The background study highlights the difficulties in choosing skincare products because of ignorance about the right components for various skin types. 2024 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/96334/1/96334.pdf Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin. (2024) Degree thesis, thesis, Universiti Teknologi MARA, Terengganu. <http://terminalib.uitm.edu.my/96334.pdf>
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Algorithms
spellingShingle Algorithms
Mohd Burhanudin, Muhammad Fakhrullah
Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin
description The Skincare Recommendation System aims to improve user experience and reduce the possibility of skin concerns resulting from incompatible selections by addressing frequent obstacles experienced by customers when choosing skincare products. The system evaluates product components and user-specific skin types by utilising the Content-Based Filtering Technique (CBF) which using TF-IDF and cosine similarity technique and provides customised suggestions based on common ingredient compositions. The project's goals are to research CBF, use this method to build a recommendation system, and assess the system's accuracy. The background study highlights the difficulties in choosing skincare products because of ignorance about the right components for various skin types.
format Thesis
author Mohd Burhanudin, Muhammad Fakhrullah
author_facet Mohd Burhanudin, Muhammad Fakhrullah
author_sort Mohd Burhanudin, Muhammad Fakhrullah
title Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin
title_short Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin
title_full Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin
title_fullStr Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin
title_full_unstemmed Skincare product recommendation system using Content-Based Filtering Technique (CBF) / Muhammad Fakhrullah Mohd Burhanudin
title_sort skincare product recommendation system using content-based filtering technique (cbf) / muhammad fakhrullah mohd burhanudin
publishDate 2024
url https://ir.uitm.edu.my/id/eprint/96334/1/96334.pdf
https://ir.uitm.edu.my/id/eprint/96334/
_version_ 1817847069053812736
score 13.226497

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