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.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1056238Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1576
 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.
 T. Berners-Lee, J. Hendler., O. Lassila, "The Semantic Web," Scientific American, 2001, pp. 34-43.
 M. Ciglan, M. Laclavik, M. Seleng, L. Hluch y, "Document indexing for automatic semantic annotation support," 2007.
 G. Miller, "WordNet: An On-line Lexical Database," Special Issue, International Journal of Lexicography, vol. 3, 1990. WordNet: http://wordnet.princeton.edu/
 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.
 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.
 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.
 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.