Semi-Automatic Approach for Semantic Annotation

The third phase of web means semantic web requires many web pages which are annotated with metadata. Thus, a crucial question is where to acquire these metadata. In this paper we propose our approach, a semi-automatic method to annotate the texts of documents and web pages and employs with a quite comprehensive knowledge base to categorize instances with regard to ontology. The approach is evaluated against the manual annotations and one of the most popular annotation tools which works the same as our tool. The approach is implemented in .net framework and uses the WordNet for knowledge base, an annotation tool for the Semantic Web.





References:
[1] M. Yasrebi, M. Mohsenzadeh, M. Abbasi Dezfulli, "A new approach to
annotate the text's of the webpages and documents with a quite
comprehensive knowledge base," in The International Conference on
Computer, Electrical, and Systems Science, and Engineering CESSE,
France, 2008.
[2] T. Berners-Lee, J. Hendler., O. Lassila, "The Semantic Web," Scientific
American, 2001, pp. 34-43.
[3] M. Ciglan, M. Laclavik, M. Seleng, L. Hluch y, "Document indexing for
automatic semantic annotation support," 2007.
[4] G. Miller, "WordNet: An On-line Lexical Database," Special Issue,
International Journal of Lexicography, vol. 3, 1990. WordNet:
http://wordnet.princeton.edu/
[5] S. Dill, N. Eiron, D. Gibson, D. Gruhl, R. Guha, A. Jhingran, "SemTag
and Seeker: Bootstrapping the Semantic Web via Automated Semantic
Annotation," in 12th International World Wide Web Conf., Budapest,
Hungary, 2003, pp. 178-186.
[6] Y. Yesilada, S. Harper, C. Goble, R. Stevens, "Ontology Based
Semantic Annotation for Visually Impaired Web Travellers," in Proc.
4th International Conference on Web Engineering (ICWE 2004),
Munich, Germany,2004, pp. 445-458.
[7] P. Kogut, W. Holmes, "AeroDAML: Applying Information Extraction to
Generate DAML Annotations from Web Pages," in Proc. Workshop on
Knowledge Markup and Semantic Annotation at the First International
Conference on Knowledge Capture (K-CAP 2001), Victoria, BC, 2001.
[8] B. Popov, A. Kiryakov, A. Kirilov, D. Manov, D. Ognyanoff, M.
Goranov, "KIM - Semantic Annotation Platform," in 2nd International
Semantic Web Conf. (ISWC2003), Florida, USA, 2003, pp. 834-849.