Armayani, Cici (2023) PENERAPAN METODE CONTENT-BASED FILTERING DAN APRIORI UNTUK REKOMENDASI SKINCARE WAJAH BERJERAWAT. Skripsi thesis, Universitas Islam Negeri Sumatera Utara Medan.
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Abstract
Technological sophistication is currently developing rapidly, thisncannbenseennby thennumbernofncompaniesnthatnproduce beauty productsntonbeauty clinics that utilize this technology. The recommendation system is one of the systems that helps users to find and select items from the many collections available on the website. To recommend acne facial skincare to consumers only based on products that are widely sought after and purchased by consumers and these recommendations, based on the experience of other acne facial skincare users without knowing the skin type that consumers have according to what is recommended or not. This will cause problems for facial skin such as irritation, the appearance of reddish spots, inflammation of the facial skin to cause more acne. In this study using 79 skincare products for acne skinnusingnthencontent-basednfilteringnmethodntonprovide recommendationnresults based on item descriptions and user preferences, calculating word weighting on product descriptions with the TF-IDF algorithm whilen then an priori nalgorithm nton findn item ncombination npatterns nbased non transaction history nandn cosine nsimilarityn isn implemented ton calculate nthe similarity value between sentences. This recommendation system helps recommend to consumers in choosing the right acne facial skincare and according to consumer desires.
Jenis Item: | Skripsi (Skripsi) |
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Uncontrolled Keywords: | Recommendation System, Skincare, Content Based Filtering, Apriori |
Subjects: | 000 Generalities > 005 Computer programming, programs, data |
Divisions: | Fakultas Sains dan Teknologi > Sistem Informasi > Skripsi |
Pengguna yang mendeposit: | Mrs. Misdar Piliang |
Date Deposited: | 26 Nov 2024 03:07 |
Last Modified: | 26 Nov 2024 07:47 |
URI: | http://repository.uinsu.ac.id/id/eprint/22964 |
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