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undergraduate thesis
Sustav preporučivanja prehrambenih proizvoda zasnovan na suradničkom filtriranju
2018. urn:nbn:hr:168:615707
Gobin, Mateo
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Gobin, M. (2018). Sustav preporučivanja prehrambenih proizvoda 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:168:615707

Gobin, Mateo. "Sustav preporučivanja prehrambenih proizvoda zasnovan na suradničkom filtriranju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:615707

Gobin, Mateo. "Sustav preporučivanja prehrambenih proizvoda zasnovan na suradničkom filtriranju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:615707

Gobin, M. (2018). 'Sustav preporučivanja prehrambenih proizvoda zasnovan na suradničkom filtriranju', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 20 April 2024, https://urn.nsk.hr/urn:nbn:hr:168:615707

Gobin M. Sustav preporučivanja prehrambenih proizvoda zasnovan na suradničkom filtriranju [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 April 20] Available at: https://urn.nsk.hr/urn:nbn:hr:168:615707

M. Gobin, "Sustav preporučivanja prehrambenih proizvoda 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:168:615707

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Metadata
TitleSustav preporučivanja prehrambenih proizvoda zasnovan na suradničkom filtriranju
Title (english)Food Item Recommender System Based on Collaborative Filtering
AuthorMateo Gobin
MentorGoran Delač (mentor)
Committee memberGoran Delač (predsjednik 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
U ovom završnom radu gradi se sustav preporuke koristeći suradničko filtriranje, točnije usporedbu nad predmetima. Kao skup podataka koristi se Amazonov skup podataka prehrambenih predmeta. Prvi dio općenito opisuje vrste sustava preporuke, zatim detaljnije objašnjava suradničkog filtriranja te metoda za pronalazak sličnosti i rađenje predikcija. Drugi dio analizira skup ulaznih podataka, obrađuje konkretne podataka i dobivenih rezultata te komentira primjenu i nedostatke korištenih metoda.
Abstract (english)
In this final paper recommendation system is being built using collaborative filtering approach, precisely comparison between items. Amazons fine foods dataset is used as data. First part generally describes types of recommendation systems, then it describes collaborative filtering in more detail and the methods for calculating similarities and making predictions. Second part analyses the dataset, analyses concrete data and the result aswell as application and drawbacks of used methods.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:615707
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 20:29:14