IMAGE ANNOTATION USING VISUAL CONTENT AND OPTIMIZING OPEN KNOWLEDGE BASE
DOI:
https://doi.org/10.53840/myjict1-1-77Kata kunci:
IMAGE ANNOTATION, OPEN KNOWLEDGE BASE, VISUAL CONTENTAbstrak
Open knowledge bases such as the Cyc and DBPedia contain rich knowledge sources for various applications. In the case of image annotation and retrieval applications, such knowledge can be tapped and exploited to semantically annotate poorly annotated images or even images which have not been annotated. We proposed an approach to annotate images by using the visual content of images and subsequently used such content to assign suitable seeds annotation to target images. These seeds annotation are then mapped to the open knowledge base in order to further enrich its semantic information.
Muat turun
Rujukan
Reed, R. & Lenat, D. 2002. Mapping Ontologies into Cyc. In: AAAI 2002 Conference Workshop on Ontologies For The Semantic Web. Edmonton, Canada, July 2002
Stranack, K. 2006. CUFTS: An open source alternative for serials management. Serials Librarian 51 (2): 29-40
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R. & Hellmann, S. 2009. DBpedia –A Crystallization Point for the Web of Data. Journal of Web Semantics: Science, Services and Agents on the World Wide Web, 7: 154–165
Kobilarov, G., Scott, T., Raimond, Y., Oliver, S., Sizemore, C., Smethurst, M., Bizer, C. & Lee, R. 2009. Media meets Semantic Web - how the BBC uses DBPedia and Linked Data to Make Connections. LNCS 5554: 723-737
Simon, R., Sadilek, C., Korb, J., Baldauf, M. & Haslhofer, B. 2010. Tag Clouds and Old Maps: Annotations as Linked Spatiotemporal Data in the Cultural Heritage Domain, Workshop On Linked Spatiotemporal Data 2010, held in conjunction with the 6th International Conference on Geographic Information Science (GIScience 2010), September 14 - 17, 2010, Zurich, Switzerland
Hausenblas, M. 2009. Exploiting Linked Data to Build Web Applications. IEEE Internet Computing, 13(4): 68-73
Becker, C. & Bizer, C. 2008. DBpedia Mobile: A Location-Enabled Linked Data Browser. In WWW 2008 Workshop: Linked Data on the Web (LDOW2008), Beijing, China, 2008
Noah, S. A & Ali, D. A. 2010. Going Beyond the Surrounding Text to Semantically Annotate and Search Digital Images, Lecture Notes in Computer Science 6458: 193-202
Kiryakov, A., Popov, B., Terziev, I. Manov, D. & Ognyanoff, D. 2004. Semantic annotation, indexing, and retrieval. Web Semantics: Science, Services and Agents on the World Wide Web, 2: 49–79.
Hyvonen, E., Stryrman, A., and Saarela, S. 2002. Ontology-based image retrieval. Proceedings of XML Finland Conference. 27-51
Hanbury, A. 2008. A survey of methods for image annotation. Journal of Visual Languages and Computing, 19: 617-627


