Abstract
This paper presents Image123, a novel keyword-based image retrieval system, which retrieves image results from Web1.0 and Web2.0 applications and offers semantic query suggestions derived from Web2.0 and Semantic Web (aka.Web3.0) to facilitate its users during search. The proposed query suggestion mechanism obtains relevant terms from the Semantic Web and Flickr’s folksonomy, and then computes term weights based on semantics relations and co-occurrence statistics. Unlike existing image search systems, Image123 offers query suggestions for either single-word or compound-word inputs and retrieves image results from different image resources. A prototype system has been developed and preliminary experimental outcomes indicate that the proposed system is feasible and useful.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Berners-Lee, T., Handler, J., Lassila, O.: The Semantic Web. Scientific American, 28–37 (May 2001)
Bhogal, J., Macfarlane, A., Smith, P.: A review of ontology based query expansion. Information Processing and Management: an International Journal 43(4), 866–886 (2007)
d’Aquin, M., Sabou, M., Dzbor, M., Baldassarre, C., Gridinoc, L., Angeletou, S., et al.: Watson: A Gateway for the Semantic Web. In: The Poster Session of the 4th European Semantic Web Conference, Vienna, Austria (2007)
Ding, L., Finin, T., Joshi, A., Pan, R., Scott, R., Peng, Y., et al.: Swoogle: A Search and Metadata Engine for the Semantic Web. In: The 13th ACM International Conference on Information and Knowledge Management, pp. 652–669. ACM Press, Washington D.C (2004)
Fellbaum, C.: WordNet: An Electronic Lexical Database. The MIT Press, Cambridge (1998)
Lew, M.S., Sebe, N., Djeraba, C., Jain, R.: Content-based multimedia information retrieval: State of the art and challenges. TOMCCAP 2(1), 1–19 (2006)
Mathes., A.: Folksonomies - Cooperative Classification and Communication Through Shared Metadata. GSLIS, Univ.Illinois Urbana-Champaign (2004)
Mika, P.: Ontologies are us: A unified model of social networks and semantics. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 522–536. Springer, Heidelberg (2005)
Miller, A.: WordNet: A Lexical Database for English. Communications of the ACM 38(11), 39–41 (1995)
Patel, C., Supekar, K., Lee, Y., Park, E.: OntoKhoj: A Semantic Web Portal for Ontology Searching, Ranking, and Classification. In: The 5th ACM International Workshop on Web Information and Data Management, USA, pp. 58–61 (2003)
Peterson, E.: Beneath the Metadata: Some Philosophical Problems with Folksonomy. D-Lib Magazine 12(11) (2006)
Ungrangsi, R., Anutariya, C., Wuwongse, V.: SQORE-based ontology retrieval system. In: Wagner, R., Revell, N., Pernul, G. (eds.) DEXA 2007. LNCS, vol. 4653, pp. 720–729. Springer, Heidelberg (2007)
Ungrangsi, R., Anutariya, C., Wuwongse, V.: SQORE: An Ontology Retrieval Framework for the Next Generation Web. Concurrency and Computation: Practice and Experience (Special issue on Semantic, Knowledge, and Grid) 21(5), 651–671 (2009)
Zhang, Y., Vasconcelos, W., Sleeman, D.: OntoSearch: An Ontology Search Engine. In: The 24th SGAI International Conference on Innovative Techniques and Applications of AI, UK, pp. 58–69 (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ungrangsi, R., Anutariya, C. (2011). Image123: A “Web1.0+Web2.0+Semantic Web” Based Image Retrieval System. In: Chiu, D.K.W., et al. Web Information Systems Engineering – WISE 2010 Workshops. WISE 2010. Lecture Notes in Computer Science, vol 6724. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24396-7_15
Download citation
DOI: https://doi.org/10.1007/978-3-642-24396-7_15
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-24395-0
Online ISBN: 978-3-642-24396-7
eBook Packages: Computer ScienceComputer Science (R0)