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undergraduate thesis
Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:542234
Filipović, Anton
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Filipović, A. (2018). Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:542234

Filipović, Anton. "Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:542234

Filipović, Anton. "Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:542234

Filipović, A. (2018). 'Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 21 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:542234

Filipović A. Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 June 21] Available at: https://urn.nsk.hr/urn:nbn:hr:168:542234

A. Filipović, "Sustav preporučivanja pjesama zasnovan na suradničkom filtriranju", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:542234

Metadata
TitleSustav preporučivanja pjesama zasnovan na suradničkom filtriranju
Title (english)Song Recommender System Based on Collaborative Filtering
AuthorAnton Filipović
MentorGoran Delač (mentor)
Committee memberGoran Delač (član povjerenstva)
Committee memberMarin Šilić (član povjerenstva)
Committee memberKlemo Vladimir (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Cilj ovoga rada je pobliže opisati sustave preporučivanja koji se danas vrlo često primjenjuju, posebno kod personalizacije online sadržaja te u internetskim trgovinama kako bi se izgradila personalizirana ponuda artikala. U radu se opisuju sustav zasnovan na sadržaju te sustav zasnovan na suradničkom filtriranju. Za svaki od tih sustava se navode glavne odlike te se promatraju prednosti i mane sustava. Zatim se detaljnije predstavljaju tehnike preporučivanja unutar suradničkoga filtriranja sa posebnim naglaskom na tehnike zasnovane na memoriji. Na kraju rada se daje uvid u ostvareno programsko rješenje sustava preporučivanja suradničkim filtriranjem zasnovanim na memoriji te se analiziraju rezultati koje sustav generira.
Abstract (english)
The main goal of this thesis is to describe recommender systems, which are used very often nowadays, especially with the customization of content and also in the context of online services, so as to generate a personalized item recommendation. In this thesis a content-based system and a collaborative filtering system are described. Main characteristics are listed and pros and cons are being observed for each of these systems. Afterwards, recommending techniques within collaborative filtering systems are described in detail, with an accent on memory-based techniques. At the end, an insight into the implemented programming solution for the memory-based collaborative filtering recommender system is given and the results generated from the system are analyzed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:542234
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-13 20:13:27