20.500.12556/DKUM-63234 PRIPOROČANJE KNJIG, FILMOV ALI ŠAL Z ALGORITMOM SLOPE ONE RECOMMENDATION OF BOOKS, FILMS OR JOKES WITH SLOPE ONE Diplomska naloga se ukvarja z algoritmi za računalniško generirano priporočanje vsebin uporabnikom. V prvem delu predstavimo algoritme sodelovalnega filtriranja, od katerih podrobneje prikažemo klasični pristop »uporabnik-uporabnik« in novejši pristop »predmet-predmet«. Glavna tema diplomske naloge pa je spoznavanje in predstavitev algoritma Slope One, primerjava le-tega z drugimi algoritmi, spoznavanje njegovih prednosti in slabosti ter predstavitev postopka implementacije tega algoritma. The diploma thesis is focused on presenting computer generated suggestions of information for the end user. In the first part we present an introduction to collaborative filtering algorithms, where we make a presentation of the classic user-user and the newer item-item based method. The main subject of this diploma thesis is focused on getting to know and presenting the Slope One algorithm, comparing this algorithm to other algorithms, presenting its advantages and disadvantages as well as suggesting how to implement it. priporočilni sistemi Slope One sodelovalno filtriranje recommender systems Slope One collaborative filtering true true false R. Vidonja Slovenski jezik Angleški jezik Diplomsko delo/naloga 2016-09-07 19:27:11 2016-09-22 15:35:21 2022-07-01 03:09:37 2019-07-11 13:21:10 2016 0 [Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.424.5.021(043.2) 19983382 URN:SI:UM:DK:V8TXNDSZ VS_Vidonja_Rene_2016.pdf VS_Vidonja_Rene_2016.pdf 1 E0E8A5379FD3C658C39B0ED2C7E25095 f95e5e7a65a0cd3623fddcc8cd849d1b547216d36947bb2cc6bc04a5eba13f5d 5b529eb4-7c0d-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=103097 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0