20.500.12556/RUL-72776 Primerjava in testiranje filmskih priporočilnih sistemov Comparison and evaluation of movie recommender systems Diplomsko delo opisuje priporočilne sisteme s poudarkom na uporabniškem pogledu. Pri tem predstavimo tako uporabniško dojemanje priporočilnih sistemov kot tudi sistemsko dojemanje uporabnikov. V prvem delu predstavimo pomen in uporabnost priporočilnih sistemov. Poznavanje zgodovine razvoja priporočilnih sistemov nam omogoča razumevanje današnje pomembnosti. V nadaljevanju si ogledamo težave v delovanju in nadrobno spoznamo razliko med uporabniškimi vidiki in sistemskimi metrikami. V drugem delu primerjamo delovanje obstoječih filmskih priporočilnih sistemov Jinni, TasteKid, MovieLens, Criticker, Rotten Tomatoes, IMDb, Suggest Me Movie, A Good Movie To Watch, Flixter in Metacritic. Izvedemo tudi primerjavo in primer testiranja natančnosti na podlagi RMSE in MAE metrik. The thesis describes the recommendation systems with an emphasis on user perspective. By this presents both user perception of recommendation systems as well as systemic perception of users. In the first part we present the importance and usefulness of recommendation systems. Knowing the history of the development of recommendation systems allow us to understand it's todays importance. Further we look at the problems in the operation in detail and realize the difference between the user perspective and system metrics. In the second part we compare the functioning of the existing film recommendation systems Jinni, TasteKid, MovieLens, Criticker, Rotten Tomatoes, IMDb, Suggest Me Movie A Good Movie To Watch, Flixter and Metacritic. We perform comparison and example of accuracy testing based on RMSE and MAE metrics. priporočilni sistemi uporabniški pogled HCI priporočanje filmov testiranje natančnosti RMSE MAE recommendation systems user perspective HCI recommending films accuracy testing RMSE MAE true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2015-09-30 09:00:03 2015-09-30 09:00:04 2022-08-01 16:39:59 0000-00-00 00:00:00 2015 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 1970-01-01 31481 Bihar_Tilen_-_Primerjava_in_testiranje_filmskih_priporocilnih_sistemov.pdf Bihar_Tilen_-_Primerjava_in_testiranje_filmskih_priporocilnih_sistemov.pdf 1 0DDF6E52EFCA14AB53DE0E315168364E c1c385bff0a0a66fba706067ebf369018d03f3b60e05f8c3616f34c430509918 60c6a373-a1ad-11eb-a523-00155dcfd717 20.500.12556/rul/bac28b46-f7f5-4f9a-9198-8b4260496b8a https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=72814 Fakulteta za elektrotehniko 0 0 0