Thesis Details

Webová aplikace doporučovacího systému

Master's Thesis Student: Koníček Igor Academic Year: 2014/2015 Supervisor: Zendulka Jaroslav, doc. Ing., CSc.
English title
Web Application of Recommender System
Language
Czech
Abstract

This master's thesis describes creation of recommender system that is used in real server cbdb.cz. A~fully operational recommender system was developed using collaborative and content-based filtering techniques. Thanks to many user feedback, we were able to evaluate their opinion. Many recommended books were tagged as desirable. This thesis is extending current functionality of cbdb.cz with recommender system. This system uses its extensive database of ratings, users and books.

Keywords

Recommender systems, data mining, collaborative filtering, content-based filtering, books recommendation, cosine similarity

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology, Field of Study Information Systems
Files
Status
defended, grade C
Date
22 June 2015
Reviewer
Bartík Vladimír, Ing., Ph.D.
Committee
Kolář Dušan, doc. Dr. Ing. (DIFS FIT BUT), předseda
Brada Přemysl, doc. Ing., MSc. Ph.D. (WBU in Pilsen), člen
Květoňová Šárka, Ing., Ph.D. (DIFS FIT BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Švéda Miroslav, prof. Ing., CSc. (DIFS FIT BUT), člen
Zendulka Jaroslav, doc. Ing., CSc. (DIFS FIT BUT), člen
Citation
KONÍČEK, Igor. Webová aplikace doporučovacího systému. Brno, 2015. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-22. Supervised by Zendulka Jaroslav. Available from: https://www.fit.vut.cz/study/thesis/15936/
BibTeX 
@mastersthesis{FITMT15936,
    author = "Igor Kon\'{i}\v{c}ek",
    type = "Master's thesis",
    title = "Webov\'{a} aplikace doporu\v{c}ovac\'{i}ho syst\'{e}mu",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/15936/"
}

Theses

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