Sustav preporučivanja sportaša zasnovan na suradničkom filtriranju

undergraduate thesis

• Title (english): Athlete Recommender System Based on Collaborative Filtering
• Author: Luka Čagalj
• Mentor: Goran Delač (mentor)
• Committee member: Goran Delač (predsjednik povjerenstva)
• Committee member: Marin Šilić (član povjerenstva)
• Committee member: Klemo Vladimir (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-07-13, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Generiranje preporuka jako je popularan koncept i mnoga istraživanja posvećena su poboljšanju efikasnosti ovakvih sustava. Suradničko filtriranje primjer je tehnike koja se aktivno koristi. Svrha ovog rada jest detaljnije pojasniti koncepte spomenutog pristupa. Ostvaren je sustav koji se temelji na osnovnoj implementaciji suradničkog filtriranja i pomoću njega generirane preporuke sportaša.

Abstract (english)

Generating recommendations is a very popular concept, and many researches are devoted to improving the efficiency of such systems. Collaborative filtering is a technique that is actively used. The purpose of this paper is to clarify the concepts of this approach. What we accomplished is a system based on the basic implementation of collaborative filtering and athlete's reccomendations generated using that implementation.

• Keywords: sustavi preporuka; suradničko filtriranje; suradničko filtriranje temeljeno na susjedstvu korisnika; suradničko filtriranje temeljeno na sličnosti stavki; suradničko filtriranje temeljeno na memoriji; uslužna matrica; kosinusna sličnost; Pearsonov koeficijent korelacije
• Keywords (english): Recommender system; collaborative filtering; neighbourhood-based collaborative filtering; item-to-item collaborative filtering; memory-based collaborative filtering; utility matrix; cosine similarity; Pearson correlation coefficient
• Language: croatian
• URN:NBN: urn:nbn:hr:168:161310
• 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: 2019-03-13 19:40:39