Pregled bibliografske jedinice broj: 529745
Constructing recommender systems workflow templates in RapidMiner
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 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), stručni)
CROSBI ID: 529745 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Constructing recommender systems workflow templates in RapidMiner
Autori
Bošnjak, Matko ; Antulov-Fantulin, Nino ; Šmuc, Tomislav ; Gamberger, Dragan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), stručni
Izvornik
Proceedings of the 2nd RapidMiner Community Meeting and Conference (RCOMM 2011)
/ Ficher, Simon ; Mierswa, Ingo - Aachen : Shaker, 2011, 101-112
ISBN
978-3-8440-0093-1
Skup
RapidMiner Community Meeting and Conference (2 ; 2011)
Mjesto i datum
Dublin, Irska, 07.06.2011. - 10.06.2011
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
recommender systems; workflows
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Projekti:
098-0000000-3168 - Strojno učenje prediktivnih modela u računalnoj biologiji (Šmuc, Tomislav, MZOS ) ( CroRIS)
Ustanove:
Institut "Ruđer Bošković", Zagreb
