Constructing recommender systems workflow templates in RapidMiner (CROSBI ID 576380)
Prilog sa skupa u zborniku | stručni rad | međunarodna recenzija
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