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Bc. Martin Balucha

Master's thesis

A Hybrid Book Recommender System Utilizing Diverse-Item Selection Algorithm

A Hybrid Book Recommender System Utilizing Diverse-Item Selection Algorithm
Abstract:
Čitatelia pri výbere knihy často narážajú na problém zahltenia informáciami, ktorý je na Internete bežný. Vhodnou alternatívou k prehľadávaniu webu by bola aplikácia poskytujúca odporúčania kníh na základe užívateľových preferencií. Táto diplomová práca sa zaoberá návrhom, implementáciou a vyhodnotením odporúčacieho systému, ktorý používa filtrovanie na základe obsahu zohľadňujúce aj tabuľky obsahu …more
Abstract:
Readers may often encounter the problem of choosing the next book to read due to the information overload present on the Internet. A convenient alternative to searching the web would be an application that makes book recommendations based on the user's preferences. This diploma thesis is concerned with designing, implementing, and evaluating a book recommender system that uses content-based filtering …more
 

Keywords

hybrid recommender system content-based filtering collaborative filtering content-based book recommendation
 
Language used: English
Date on which the thesis was submitted / produced: 18. 5. 2021
Identifier: https://is.muni.cz/th/zd8v3/

Thesis defence

  • Date of defence: 22. 6. 2021
  • Supervisor: RNDr. Josef Spurný
  • Reader: doc. Mouzhi Ge, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Software systems and services management / Software Systems Development Management

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