Naslov
Constructing Recommender Systems in RapidMiner

Autori
Mihelčić, Matej ; Bošnjak Matko ; Antulov-Fantulin Nino ; Šmuc Tomislav

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, stručni

Knjiga
RapidMiner

Urednik/ci
Hofmann, Markus ; Klinkenberg, Ralf

Izdavač
Chapman and Hall/CRC

Grad
New York (NY)

Godina
2013

Raspon stranica
119-143

ISBN
9780429171093

Ključne riječi
RapidMiner ; recommender systems ; videolectures

Sažetak
Recommender systems facilitate making choices, improve user experience, and increase revenue, therefore should be easily accessible for deployment to interested parties. This led us to write a chapter on recommender systems in a clearly understood and easily applied way through RapidMiner. We believe that RapidMiner’s workflow approach entices systematic research and facilitates its implementation in combination with RapidAnalytics. The combination of research and production environment renders itself as an excellent environment for understanding recommender systems through practice. Throughout this chapter, you will learn the basics of theory related to recommender systems, with a strong emphasis on practical implementation. This practical work will introduce you to all the necessary knowledge for rapid prototyping of recommender systems, thus enabling you to master them through application of your data. The implementation of recommender systems in RapidMiner has been additionally simplified through the Recommender Extension.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA