Sustav za personalizirano preporučivanje video sadržaja

master's thesis

• Title (english): System for Personalized Video Content Recommendation
• Author: Vladimir Đurđević
• Mentor: Tomislav Jagušt (mentor)
• Committee member: Tomislav Jagušt (predsjednik povjerenstva)
• Committee member: Gordan Gledec (član povjerenstva)
• Committee member: Marko Horvat (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-07-05, Croatia

Abstract

U okviru ovog diplomskog rada uspoređivani su različiti sustavi za predlaganje video sadržaja. Uz integraciju i testiranje gotovih rješenja, Recombee i Amazon Personalize, implementirana je i vlastita inačica sustava za preporučivanje video sadržaja. Također, kreirana je klijentska aplikacija koja nudi mogućnost testiranja i korištenja implementiranih sustava. Za manipulaciju baze podataka, odnosno skupa videozapisa koje sustavi preporuka koriste, kreirana je još jedna klijentska aplikacija namijenjena administratorima. U radu je detaljno opisana razlika pojedinih sustava, prednosti i nedostaci te su tekstualno i slikovno opisane sve funkcionalnosti i izgled aplikacija.

Abstract (english)

In this thesis, many different recommendation systems are tested and compared. In addition to the integration and testing of ready-made solutions, Recombee and Amazon Personalize, my own version of recommendation system is also implemented. Also, a client application with possibility to test and use integrated systems is created. Another client application which is created is used for data manipulation by admins. The idea is to use that application to manage set of videos, ie. add, update or delete videos. The paper describes in detail differences between individual systems, their advantages and disadvantages. Also, all the functionalities and appereance of the application are described in text and shown in pictures.

• Keywords: videozapis; prijedlozi; djeca; roditelji; nadzor
• Keywords (english): video; recommendations; kids; parent; control
• Language: croatian
• URN:NBN: urn:nbn:hr:168:346323
• 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: Open access
• Created on: 2024-10-12 20:31:17