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Interoperable multimedia metadata through similarity-based semantic web service discovery

Dietze, Stefan; Benn, Neil; Domingue, John; Conconi, Alex and Cattaneo, Fabio (2009). Interoperable multimedia metadata through similarity-based semantic web service discovery. In: SAMT 2009, The 4th International Conference on Semantic and Digital Media Technologies, 2-4 Dec 2009, Graz, Austria.

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DOI (Digital Object Identifier) Link: http://dx.doi.org/10.1007/978-3-642-10543-2_9
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Abstract

The increasing availability of multimedia (MM) resources, Web services as well as content, on the Web raises the need to automatically discover and process resources out of distributed repositories. However, the heterogeneity of applied metadata schemas and vocabularies – ranging from XML-based schemas such as MPEG-7 to formal knowledge representation approaches – raises interoperability problems. To enable MM metadata interoperability by means of automated similarity-computation, we propose a hybrid representation approach which combines symbolic MM metadata representations with a grounding in so-called Conceptual Spaces (CS). In that, we enable automatic computation of similarities across distinct metadata vocabularies and schemas in terms of spatial distances in shared CS. Moreover, such a vector-based approach is particularly well suited to represent MM metadata, given that a majority of MM parameters is provided in terms of quantified metrics. To prove the feasibility of our approach, we provide a prototypical implementation facilitating similarity-based discovery of publicly available MM services, aiming at federated MM content retrieval out of heterogeneous repositories.

Item Type: Conference Item
Copyright Holders: 2009 Springer-Verlag Berlin Heidelberg
ISSN: 0302-9743
Extra Information: The original publication is available at www.springerlink.com
Keywords: Semantic Web services; multimedia; metadata; vector spaces
Academic Unit/Department: Knowledge Media Institute
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Item ID: 23018
Depositing User: Kay Dave
Date Deposited: 22 Sep 2010 10:49
Last Modified: 24 Oct 2012 03:07
URI: http://oro.open.ac.uk/id/eprint/23018
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