Title :
Ad Hoc Collaborative Filtering for Mobile Networks
Author :
Gratz, Patrick ; Andronache, Adrian ; Rothkugel, Steffen
Author_Institution :
Univ. of Luxembourg, Luxembourg City
Abstract :
This work introduces a recommender system designed to augment the information discovery and dissemination in mobile networks. We use the system to optimize the podcast providing mechanism of the HyCast application. The presented recommender system is based on collaborative filtering and provides two different algorithms to determine similar network neighbors, which are used to incrementally build up a locally stored model for the final prediction calculation.
Keywords :
ad hoc networks; groupware; information dissemination; information filtering; information filters; mobile computing; mobile radio; HyCast application; ad hoc collaborative filtering; information discovery; information dissemination; mobile networks; recommender system; Collaboration; Collaborative work; Digital audio broadcasting; Filtering algorithms; Information filtering; Information filters; Mobile computing; Peer to peer computing; Recommender systems; Voting; Collaborative Filtering; Mobile Ad Hoc Networks; Podcasting; Recommender Systems;
Conference_Titel :
Sensor Networks, Ubiquitous and Trustworthy Computing, 2008. SUTC '08. IEEE International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-3158-8
Electronic_ISBN :
978-0-7695-3158-8
DOI :
10.1109/SUTC.2008.41
