20.500.12556/DKUM-67395 Gradnja priporočilnega sistema na platformi Turi The development of a recommendation system on Turi platform Veliki spletni trgovci ponujajo na milijone izdelkov. Pregledno iskanje po njih strankam predstavlja velik izziv. Priporočilni sistemi so postali ena izmed rešitev tega problema, saj tak sistem strankam predlaga izdelke, za katere obstaja večja verjetnost, da jih bodo zanimali. V tej diplomski nalogi smo opisali in predstavili priporočilne sisteme, opisali najbolj uporabljane algoritmične pristope k priporočanju izdelkov, vzorce razvoja kompleksnejših priporočilnih sistemov in načine, kako ovrednotimo priporočilni sistem. Najbolj smo se osredotočili na gradnjo priporočilnega sistema s platformo za strojno učenje Turi. Large online merchants offer millions of products. A transparent search products is becoming a great challenge for customers. Recommendation systems have become one of the solutions to this problem, since such a system offers products that are more likely to be interesting for the user. In this Thesis we have described and presented recommendation systems, described the most used algorithmic approaches to product recommendations, patterns of development of more complex recommendation systems, and evaluation of the recommendation systems. Most of all, we have focused on building a recommendation system with the Turi machine learning platform. priporočilni sistemi Turi Graphlab strojno učenje recommendation systems Turi Graphlab machine learning true true false F. Klezin Slovenski jezik Angleški jezik Diplomsko delo/naloga 2017-08-16 16:29:24 2017-10-17 15:12:23 2022-08-01 13:55:24 2019-07-11 16:18:55 2017 0 [Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.832(043.2) 20900630 URN:SI:UM:DK:S5ZHSTQR UN_Klezin_Florijan_2017.pdf UN_Klezin_Florijan_2017.pdf 1 CE0D3C2E398DC6B34E911FE7B1423881 da95325cf12264193a1a0d7627ad1eaee2b450295950b152ec8ff26de51f26b6 8ca47954-7c0e-11eb-bb7a-00155d0001ca 20.500.12556/dkum/dc218fac-ab1f-432a-ade2-ea023134102c https://dk.um.si/Dokument.php?lang=slv&id=115849 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0