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Constructing recommender systems workflow templates in RapidMiner (CROSBI ID 576380)

Prilog sa skupa u zborniku | stručni rad | međunarodna recenzija

Bošnjak, Matko ; Antulov-Fantulin, Nino ; Šmuc, Tomislav ; Gamberger, Dragan Constructing recommender systems workflow templates in RapidMiner // Proceedings of the 2nd RapidMiner Community Meeting and Conference (RCOMM 2011) / Ficher, Simon ; Mierswa, Ingo (ur.). Aachen: Shaker, 2011. str. 101-112

Podaci o odgovornosti

Bošnjak, Matko ; Antulov-Fantulin, Nino ; Šmuc, Tomislav ; Gamberger, Dragan

engleski

Constructing recommender systems workflow templates in RapidMiner

In this paper we demonstrate how to construct some typical recommender systems in RapidMiner. Our workflow template library currently includes content-based, LSI content-based, user- and item- based collaborative filtering with SVD dimensionality reduction recommender systems. The library is publicly available via myExperiment collaborative repository. We also demonstrate the use of templates on a realistic recommendation problem within digital multimedia repository.

recommender systems; workflows

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Podaci o prilogu

101-112.

2011.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 2nd RapidMiner Community Meeting and Conference (RCOMM 2011)

Ficher, Simon ; Mierswa, Ingo

Aachen: Shaker

978-3-8440-0093-1

Podaci o skupu

RapidMiner Community Meeting and Conference (2 ; 2011)

predavanje

07.06.2011-10.06.2011

Dublin, Irska

Povezanost rada

Računarstvo