MI-MERCURY: A mobile agent architecture for ubiquitous retrieval and delivery of multimedia information

Papadakis, N; Doulamis, A; Litke, A; Doulamis, N; Skoutas, D; Varvarigou, T

dc.contributor.author	Papadakis, N	en
dc.contributor.author	Doulamis, A	en
dc.contributor.author	Litke, A	en
dc.contributor.author	Doulamis, N	en
dc.contributor.author	Skoutas, D	en
dc.contributor.author	Varvarigou, T	en
dc.date.accessioned	2014-03-01T01:28:46Z
dc.date.available	2014-03-01T01:28:46Z
dc.date.issued	2008	en
dc.identifier.issn	1380-7501	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/18963
dc.subject	Adaptive delivery	en
dc.subject	Content adaptation	en
dc.subject	Mobile agents	en
dc.subject	Multimedia retrieval	en
dc.subject	Summarization	en
dc.subject	Web mining	en
dc.subject.classification	Computer Science, Information Systems	en
dc.subject.classification	Computer Science, Software Engineering	en
dc.subject.classification	Computer Science, Theory & Methods	en
dc.subject.classification	Engineering, Electrical & Electronic	en
dc.subject.other	Data mining	en
dc.subject.other	Indexing (of information)	en
dc.subject.other	Information dissemination	en
dc.subject.other	Information retrieval	en
dc.subject.other	Mobile agents	en
dc.subject.other	Multimedia services	en
dc.subject.other	Adaptive delivery	en
dc.subject.other	Content adaptation	en
dc.subject.other	Multimedia retrieval	en
dc.subject.other	Summarization	en
dc.subject.other	Web mining	en
dc.subject.other	Ubiquitous computing	en
dc.title	MI-MERCURY: A mobile agent architecture for ubiquitous retrieval and delivery of multimedia information	en
heal.type	journalArticle	en
heal.identifier.primary	10.1007/s11042-007-0153-4	en
heal.identifier.secondary	http://dx.doi.org/10.1007/s11042-007-0153-4	en
heal.language	English	en
heal.publicationDate	2008	en
heal.abstract	Mining multimedia information in the Web is in general an arduous task, due to the fact that, (a) humans perceive media content using high level concepts, (b) the subjective and vagueness of content interpretation, and (c) the fact that relevant data are often hidden in a huge amount of irrelevant information. In addition, delivering and distributing the retrieved information to a wide range of terminal devices of different properties over a wide range of networks to users of different preferences requires new tools and mechanisms for content transformation and adaptation. Other problems concern the language that the data are stored, which may not be the user's preferred language. To address these issues we propose an integrated, reconfigurable, adaptable and open architecture for mining, indexing and retrieving multimedia information based on a mobile agent technology scheme. The proposed architecture consists of three integral subsystems: the acquisition module, responsible for searching and retrieving media data (both textual and visual), the transformation module, able to adapt and transform the mined information to other forms of representation, and the distribution module for delivering and adapting the retrieved data in terms of terminal devices, network channels and user's preferences. The system is based on a reconfigurable architecture which is able to dynamically and automatically update the system response to user's actual needs and preferences, by extending descriptor classes that are considered more relevant by the users. New innovative algorithms are presented in this paper both at each system module as well as in the system integration. The system supports efficient content adaptation mechanisms, textual and visual summarization (both sequential and hierarchical), automatic language translation, ontological representation, visual processing and web-based data mining. Experimental analysis on real-life web sites has been performed to test the efficiency of the proposed scheme and compare it with other approaches presented in the literature. © 2007 Springer Science+Business Media, LLC.	en
heal.publisher	SPRINGER	en
heal.journalName	Multimedia Tools and Applications	en
dc.identifier.doi	10.1007/s11042-007-0153-4	en
dc.identifier.isi	ISI:000254405000007	en
dc.identifier.volume	38	en
dc.identifier.issue	1	en
dc.identifier.spage	147	en
dc.identifier.epage	184	en