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» A Hybrid Approach for User Profiling
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SIGMOBILE
2008
86views more  SIGMOBILE 2008»
13 years 9 months ago
Profile-cast: behavior-aware mobile networking
In this paper we advocate a service paradigm, profile-cast, within the communication framework of delay tolerant networks (DTN)[2]. This novel approach leverages the behavioral pat...
Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy
AAAI
2006
13 years 10 months ago
Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks
The open nature of collaborative recommender systems allows attackers who inject biased profile data to have a significant impact on the recommendations produced. Standard memory-...
Bamshad Mobasher, Robin D. Burke, Jeff J. Sandvig
ESORICS
2008
Springer
13 years 11 months ago
A Multi-Path Approach for k-Anonymity in Mobile Hybrid Networks
The ubiquitous proliferation of mobile devices has given rise to novel user-centric application and services. In current mobile systems, users gain access to remote service provide...
Claudio Agostino Ardagna, Angelos Stavrou, Sushil ...
IFIP12
2009
13 years 7 months ago
A Hybrid Approach for Improving Prediction Coverage of Collaborative Filtering
In this paper we present a hybrid filtering algorithm that attempts to deal with low prediction Coverage, a problem especially present in sparse datasets. We focus on Item HyCoV, a...
Manolis G. Vozalis, Angelos I. Markos, Konstantino...
SIGSOFT
2008
ACM
14 years 10 months ago
Profile-guided program simplification for effective testing and analysis
Many testing and analysis techniques have been developed for inhouse use. Although they are effective at discovering defects before a program is deployed, these techniques are oft...
Lingxiao Jiang, Zhendong Su