Thesis Details

Jednoduchý doporučovací systém

Bachelor's Thesis Student: Gorčák Damián Academic Year: 2021/2022 Supervisor: Bartík Vladimír, Ing., Ph.D.
English title
Simple Recommender System
Language
Czech
Abstract

Recommender systems are very important in searching for items all over the internet. There are many algorithms for creating recommendations. The main goal of this thesis was to find suitable datasets and make application, which would process them. After that, chosen algorithms for recommender systems are compared with selected datasets

Keywords

recommender systems, svd, als, sgd, dataset, prediction, machine learning, interaction matrix, python

Department
Degree Programme
Files
Status
defended, grade C
Date
16 June 2022
Reviewer
Committee
Kolář Dušan, doc. Dr. Ing. (DIFS FIT BUT), předseda
Chudý Peter, doc. Ing., Ph.D. MBA (DCGM FIT BUT), člen
Kekely Lukáš, Ing., Ph.D. (DCSY FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
GORČÁK, Damián. Jednoduchý doporučovací systém. Brno, 2022. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-16. Supervised by Bartík Vladimír. Available from: https://www.fit.vut.cz/study/thesis/25000/
BibTeX
@bachelorsthesis{FITBT25000,
    author = "Dami\'{a}n Gor\v{c}\'{a}k",
    type = "Bachelor's thesis",
    title = "Jednoduch\'{y} doporu\v{c}ovac\'{i} syst\'{e}m",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/25000/"
}
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