Abstract
The evolution of the web in the last decades has created the need for new requirements towards intelligent information retrieval capabilities and advanced user-oriented services. The current web integrates heterogeneous and distributed data such as XML database, relational database, P2P networks etc. leading to the coexistence of different data models and consequently different query languages. In this context, effective retrieval and usage of multimedia resources have to deal with the issues of creating efficient content based indexes, developing retrieval tools and improving user-oriented visualization interfaces. To that end we put forward an end-to-end adaptive framework based on an ontological model. This framework aims at enhancing the management, retrieval and visualization of multimedia information resources based on semantic techniques.
Keywords
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Andrew, D., et al.: Semantic annotation and retrieval of video events using multimedia ontologies. In: ICSC, pp. 713–720 (2007)
Smeulders, A., et al.: Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence (2000)
Liu, Y., et al.: A survey of content-based image retrieval with high-level semantics (2007)
Hollink, L., et al.: Building a visual ontology for video retrieval. In: 13th Annual ACM International Conference on Multimedia, Singapore (2005)
Knud, M., et al.: The ESWC and ISWC Metadata Projects. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L.J.B., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 802–815. Springer, Heidelberg (2007)
Hare, J.S., et al.: Bridging the semantic gap in multimedia information retrieval - top-down and bottom-up approaches. In: Sure, Y., Domingue, J. (eds.) ESWC 2006. LNCS, vol. 4011, Springer, Heidelberg (2006)
Bertini, M., et al.: Soccer Video Annotation Using Ontologies Extended with Visual Prototypes. In: CBMI 2007, Bordeaux (2007)
Vladimir, G., et al.: Visualizing the Semantic Web: XML-based Internet and information visualization (2006)
Heiko, P., et al.: Ontology-based information visualization in integrated UIs. In: IUI 2011. ACM, New York (2011)
An advanced software framework for enabling the integrated development of semantic-based information, content, and knowledge management systems, http://cordis.europa.eu/ist/kct/vikef_synopsis.htm
Laurier, C., et al.: Pharos: an audiovisual search platform using music information retrieval techniques (2009)
Huang, W., et al.: Conkmel: A contextual knowledge management framework to support multimedia e-learning (2006)
SAPIR - Search In Audio Visual Content Using Peer-to-peer IR, http://www.sapir.eu/
MATTERHORN - Platform to support the management of educational audio and video content, http://www.opencastproject.org/project/matterhorn
Sokhn, M., et al.: Knowledge management framework for conference video-recording retrieval. In: SEKE 2009, Boston (July 2009)
Sokhn, M., et al.: Conference Knowledge modelling for conference-video-recording querying and visualization. Journal of Multimedia Processing and Technologies 1(2) (June 2010)
Sokhn, M., et al.: Virtual-Q: Querying over heterogeneous and distributed data sources. In: AWIC 2011. Advances in Soft Computing Series. Springer, Heidelberg (2011)
Conference ontology by Jen Golbeck, http://www.mindswap.org/~golbeck/web/www04photo.owl/
eBiquity Conference Ontology, http://ebiquity.umbc.edu/ontology/conference.owl/
Semantic Web Technologies ESWC (2006) , http://www.eswc2006.org/technologies/ontology-content/2006-09-21.html
CERN, Centre Europeen de Recherche Nucleaire, http://www.cern.ch
General introduction to MPEG-7, http://mpeg.chiariglione.org/standards/mpeg-7/mpeg-7.htm
RDF, Resource Description Framework, http://www.w3.org/RDF/
OWL, Web Ontology Language, http://www.w3.org/TR/owl-features/
Semantic Web Conference Ontology, http://data.semanticweb.org/ns/swc/swc_2009-02-27.html
The Language and Platform Independent Protocol for P2P Networking, Semantic Web Conference Ontology, http://jxta.kenai.com/
Jena – A Semantic Web Framework for Java, http://jena.sourceforge.net/index.html
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 IFIP International Federation for Information Processing
About this paper
Cite this paper
Sokhn, M., Mugellini, E., Khaled, O.A., Serhrouchni, A. (2011). End-to-End Adaptive Framework for Multimedia Information Retrieval. In: Masip-Bruin, X., Verchere, D., Tsaoussidis, V., Yannuzzi, M. (eds) Wired/Wireless Internet Communications. WWIC 2011. Lecture Notes in Computer Science, vol 6649. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21560-5_17
Download citation
DOI: https://doi.org/10.1007/978-3-642-21560-5_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-21559-9
Online ISBN: 978-3-642-21560-5
eBook Packages: Computer ScienceComputer Science (R0)