Sustavi za preporučivanje zasnovani na suradničkom filtriranju

undergraduate thesis

• Title (english): Recommendation Systems Based on Collaborative Filtering
• Author: Andrea Lukić
• Mentor: Marin Šilić (mentor)
• Committee member: Marin Šilić (predsjednik povjerenstva)
• Committee member: Petar Afrić (član povjerenstva)
• Committee member: Lucija Šikić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2019-09-02, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu opisane su različite vrste sustava za preporučivanje s posebnim naglaskom na one zasnovane na suradničkom filtriranju. Programski je ostvaren sustav za preporučivanje zasnovan na suradničkom filtriranju. Vrednovanje rada ostvarenog sustava provedeno je na više skupova podataka prikladnih za to. Ispitana je učinkovitost ostvarenog sustava te prikazani i opisani rezultati ispitivanja.

Abstract (english)

This paper describes different types of recommendation systems with special emphasis on those based on collaborative filtering. A collaborative filtering recommendation system has been implemented. Evaluation of the system performance was carried out on a number of data sets suitable for this purpose. The efficiency of the system was tested and the test results presented and described were examined.

• Keywords: sustav za preporučivanje; suradničko filtiranje; matrica korisnosti; sličnost proizvoda; sličnost korisnika
• Keywords (english): recommendation system; collaborative filtering; utility matrix; item similarity; user similarity
• Language: croatian
• URN:NBN: urn:nbn:hr:168:413814
• Study programme: Title: 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 resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2020-01-07 19:51:19