Spletni priporočilni sistem za potrošniške medijske vsebine

diplomsko delo

Filip Duvnjak (Author), Niko Lukač (Mentor), David Jesenko (Co-mentor)

Abstract

V teoretičnem delu so predstavljeni priporočilni sistemi, primerjava pristopa KNN in Slope One, prikaz slednjih v praktični implementaciji spletnega priporočilnega sistema za potrošniške medijske vsebine ter implementacija spletne strani. Ob tem so podrobno podani tudi razlogi za izbrani način dela. V praktičnem delu so predstavljeni končni rezultati dela in vpliv, ki ga imajo na uporabnika. Tako je razviden celotni vpliv na proces razvijanja spletnega produkta, ki uporablja spletne priporočilne sisteme.

Keywords

KNN;Slope One;algoritem;priporočilni sistem;spletna stran;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2025
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[F. Duvnjak]
UDC:	004.774(043.2)
COBISS:	245897731
Views:	0
Downloads:	19
Average score:	0 (0 votes)
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Other data

Secondary language:	English
Secondary title:	Web recommender system for consumer media content
Secondary abstract:	The theoretical part presents recommendation systems, a comparison of the KNN and Slope One approaches, a practical implementation of the web recommendation system for consumer media content and the implementation of the website. The reasons why we undertook the process in this way are also given in detail. In the practical part, the final results of the work and the impact they have on the user are also presented. This shows the overall impact on the process of developing a web product that uses recommendation systems.
Secondary keywords:	KNN;Slope One;Algorithm;Recommendation system;Web site;
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Računalništvo in informacijske tehnologije
Pages:	1 spletni vir (1 datoteka PDF (VII, 38 str.))
ID:	26663945