منابع مشابه
Ubiquitous Knowledge Discovery
Over the last years, ubiquitous computing has started to create a new world of small, heterogeneous, and distributed devices that have the ability to sense, to communicate and interact in ad hoc or sensor networks and peer2peer systems. These large scale distributed systems have in many cases to interact in real-time with their users. Knowledge Discovery in ubiquitous environments (KDubiq) is a...
متن کاملResearch Challenges in Ubiquitous Knowledge Discovery
Ubiquitous Knowledge Discovery is a new research area at the intersection of machine learning and data mining with mobile and distributed systems. In this paper the main characteristics of the objects of study are defined and a high-level framework for analyzing ubiquitous knowledge discovery systems is introduced. Next, a number of examples from a broad range of application areas are reviewed ...
متن کاملUbiquitous Knowledge Discovery for Users 2006: Proceedings
In this paper we discuss the central role played by context in providing adaptive interfaces to a user within a ubiquitous environment. In particular, we discuss approaches to building user models, that incorporate context, from behavioural data streams provided by sensors. To evaluate the efficacy of the user model we simulate a ubiquitous environment using the web and aim to personalize user ...
متن کاملMiddleware Architecture for Context Knowledge Discovery in Ubiquitous Computing
Advanced analysis of data for extracting useful knowledge is the next natural step in the world of ubiquitous computing. So far, most of the ubiquitous systems process knowledge in problem-specific or domain-specific manners. This article introduces the concept of context knowledge discovery process, and presents a middleware architecture which eases the task of ubiquitous computing developers,...
متن کاملChapter 2 Research Challenges in Ubiquitous Knowledge Discovery
Ubiquitous Knowledge Discovery is a new research area at the intersection of machine learning and data mining with mobile and distributed systems. In this paper the main characteristics of the objects of study are defined. Next, a number of examples from a broad range of application areas are reviewed and analyzed. Based on this material, important characteristics of this field are identified a...
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ژورنال
عنوان ژورنال: Intelligent Data Analysis
سال: 2011
ISSN: 1571-4128,1088-467X
DOI: 10.3233/ida-2010-0452