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undergraduate thesis
Implementacija sustava za preporuku filmova
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:329787
Krznarić, Sanja
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Krznarić, S. (2020). Implementacija sustava za preporuku filmova (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:329787

Krznarić, Sanja. "Implementacija sustava za preporuku filmova." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:329787

Krznarić, Sanja. "Implementacija sustava za preporuku filmova." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:329787

Krznarić, S. (2020). 'Implementacija sustava za preporuku filmova', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 01 September 2024, https://urn.nsk.hr/urn:nbn:hr:168:329787

Krznarić S. Implementacija sustava za preporuku filmova [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 September 01] Available at: https://urn.nsk.hr/urn:nbn:hr:168:329787

S. Krznarić, "Implementacija sustava za preporuku filmova", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:329787

Metadata
TitleImplementacija sustava za preporuku filmova
Title (english)Implementation of a Movie Recommender System
AuthorSanja Krznarić
MentorDamir Pintar (mentor)
Committee memberDamir Pintar (predsjednik povjerenstva)
Committee memberLuka Humski (član povjerenstva)
Committee memberLjiljana Brkić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Preporučiteljski sustavi su softverski sustavi koji koriste algoritme za filtriranje sadržaja s ciljem da se pojedinom korisniku prikaže samo njemu relevantan dio ponude odnosno sadržaja sustava. Postoji nekoliko vrsta preporučiteljskih algoritama - neki od njih korisnicima prikazuju nepersonalizirani najpopularniji sadržaj, neki na temelju značajki korisnika i sadržaja rade klasifikaciju kako bi predvidjeli hoće li se korisniku (ili neće) svidjeti određeni sadržaj, a neki koriste kolaborativno filtriranje tj. na temelju sličnosti između stavki ili korisnika za određenog korisnika traže one stavke koje bi mu trebale biti najzanimljivije. U ovom radu analizirani su neki od algoritama Pythonove biblioteke Surprise te je procijenjena njihova uspješnost nad MovieLens 100k bazom podataka.
Abstract (english)
Recommender systems are software systems that use content filtering algorithms with the aim of reducing content shown to a user to the items that he is likely to be interested in. There are several groups of recommender algorithms - the ones that show all the users the same most popular content without personalisation, the ones that use classification by user and item features to determine whether the user is going to like a specific item or not, and those that use collaborative filtering or, in other words, use similarity between items and users to determine which items are going to be most appealing to a specific user. This paper analyses some of the algorithms provided by Python’s Surprise library and estimates their precision above the MovieLens 100k database.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:329787
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 on2023-01-13 15:21:42