Generator sustava preporučivanja zasnovanih na slučajevima

master's thesis

• Title (english): Case-based Recommendation System Generator
• Author: Ivor Leon Matijašić
• Mentor: Klemo Vladimir (mentor)
• Committee member: Klemo Vladimir (predsjednik povjerenstva)
• Committee member: Marin Šilić (član povjerenstva)
• Committee member: Goran Delač (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-07-04, Croatia

Abstract

Sustavi preporučivanja zasnovani na slučajevima je napravljen kao rješenje problemu hladnog početka (cold-start problem). To rade tako da identificiraju sličnosti između korisnikovog upita i skup proizvoda. Iskorištavanjem ovih sličnosti i korištenjem različitih tehnika, sustavi preporuka zasnovani na slučajevima mogu dati preporuke koje su u skladu s interesima i preferencijama korisnika. Sustavi preporuke zasnovani na slučajevima pokazali su se učinkovitima i uspješno su primijenjeni u raznim domenama kao što su e-trgovina, zabava, obrazovanje i zdravstvena skrb.

Abstract (english)

Case-based recommender systems were created as a solution to the cold-start problem. They do this by identifying similarities between the user's query and a set of products. By exploiting these similarities and using different techniques, case-based recommender systems can provide recommendations that are in line with the users interests and preferences. Case-based recommender systems have proven to be effective and have been successfully applied in various domains such as e-commerce, entertainment, education, and healthcare.

• Keywords: sustavi preporučivanja; sustavi preporučivanja zasnovani na slučajevima; problem hladnog starta
• Keywords (english): recommender systems; case-based recommender systems; cold-start problem
• Language: croatian
• URN:NBN: urn:nbn:hr:168:568850
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-10-11 09:45:43