TY - GEN
T1 - Establishing User Profiles in the MediaScout Recommender System.
AU - Shani, Guy
AU - Rokach, Lior
AU - Meisels, Amnon
AU - Naamani, Lihi
AU - Piratla, Nischal M.
AU - Ben-Shimon, David
N1 - DBLP License: DBLP's bibliographic metadata records provided through http://dblp.org/ are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions.
PY - 2007
Y1 - 2007
N2 - The MediaScout system is envisioned to function as personalized media (audio, video, print) service within mobile phones, online media portals, sling boxes, etc. The MediaScout recommender engine uses a novel stereotype-based recommendation engine. Upon the registration of new users the system must decide how to classify the new users to existing stereotypes. In this paper we present a method to achieve this classification through an anytime, interactive questionnaire, created automatically upon the generation of new stereotypes. A comparative study performed on the IMDB database illustrates the advantages of the new system.
AB - The MediaScout system is envisioned to function as personalized media (audio, video, print) service within mobile phones, online media portals, sling boxes, etc. The MediaScout recommender engine uses a novel stereotype-based recommendation engine. Upon the registration of new users the system must decide how to classify the new users to existing stereotypes. In this paper we present a method to achieve this classification through an anytime, interactive questionnaire, created automatically upon the generation of new stereotypes. A comparative study performed on the IMDB database illustrates the advantages of the new system.
UR - https://www.scopus.com/pages/publications/34548743039
U2 - 10.1109/CIDM.2007.368912
DO - 10.1109/CIDM.2007.368912
M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???
SN - 1424407052
SN - 9781424407057
T3 - Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007
SP - 470
EP - 476
BT - CIDM
T2 - 1st IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007
Y2 - 1 April 2007 through 5 April 2007
ER -