ABSTRACT
The realization of the Semantic Web requires the widespread availability of semantic annotations for existing and new documents on the Web. Semantic annotations are to tag ontology class instance data and map it into ontology classes. The fully automatic creation of semantic annotations is an unsolved problem. Instead, current systems focus on the semi-automatic creation of annotations. The Semantic Web also requires facilities for the storage of annotations and ontologies, user interfaces, access APIs, and other features to fully support annotation usage. This paper examines current Semantic Web annotation platforms that provide annotation and related services, and reviews their architecture, approaches and performance.
- Bayerl, P. S., Lungen, H., Gut, U. and Paul, K. I., Methodology for reliable schema development and evaluation of manual annotations in Workshop on Knowledge Markup and Semantic Annotation at the Second International Conference on Knowledge Capture (KCAP), (2003).Google Scholar
- Borkar, V., Deshmukhy, K. and Sarawagiz, S., Automatic Segmentation of Text into Structured Records in ACM SIGMOD International Conference on Management of Data, (2001), 175--186. Google ScholarDigital Library
- Brin, S., Extracting Patterns and Relations from the World Wide Web in WebDB Workshop at 6th International Conference on Extending Database Technology, (1998). Google ScholarDigital Library
- Broekstra, J., Kampman, A. and Harmelen, F. v., Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema in International Semantic Web Conference 2002, (Sardinia, Italy, 2002). Google ScholarDigital Library
- Cimiano, P., Handschuh, S. and Staab, S., Towards the Self-Annotating Web in Thirteenth International Conference on World Wide Web, (2004), 462--471. Google ScholarDigital Library
- Cunningham, H., Maynard, D., Bontcheva, K. and Tablan, V., GATE: A Framework and Graphical Development Environment for Robust NLP Tools and Applications in 40th Anniversary Meeting of the Association for Computational Linguistics (ACL'02), (2002).Google Scholar
- Cunningham, H., Maynard, D. and Tablan, V. JAPE: A Java Annotation Patterns Engine, Department of Computer Science, University of Sheffield, 2000.Google Scholar
- Cutting, D., Apache Jakarta Lucene http://jakarta.apache.org/lucene/docs/index.html. Last accessed August 31, 2004.Google Scholar
- Dill, S., Gibson, N., Gruhl, D., Guha, R., Jhingran, A., Kanungo, T., Rajagopalan, S., Tomkins, A., Tomlin, J. A. and Zien, J. Y., Sem Tag and Seeker: Bootstrapping the semantic web via automated semantic annotation in Twelfth International World Wide Web Conference, (Budapest, Hungary, 2003), 178--186. Google ScholarDigital Library
- Dingli, A., Ciravegna, F. and Wilks, Y., Automatic Semantic Annotation using Unsupervised Information Extraction and Integration in K-CAP 2003 Workshop on Knowledge Markup and Semantic Annotation, (2003).Google Scholar
- Greaves, M., DAML - DARPA Agent Markup Language http://www.daml.org/. Last accessed August 31, 2004.Google Scholar
- Handschuh, S., Staab, S. and Ciravogna, F., S-CREAM-Semi-automatic CREAtion of Metadata in SAAKM 2002-Semantic Authoring, Annotation & Knowledge Markup - Preliminary Workshop Programme, (2002).Google Scholar
- Kietz, J.-U. and Volz, R., Extracting a Domain-Specific Ontology from a Corporate Intranet in Fourth Conference on Computational Natural Language Learning and of the Second Learning Language in Logic Workshop, (Lisbon, Portugal, 2000), 167--175. Google ScholarDigital Library
- Kogut, P. and Holmes, W., AeroDAML: Applying Information Extraction to Generate DAML Annotations from Web Pages in First International Conference on Knowledge Capture, (2001).Google Scholar
- Maedche, A. and Staab, S. Ontology Learning for the Semantic Web. IEEE Intelligent Systems, 16 (2). 72--79. Google ScholarDigital Library
- Maynard, D. Multi-Source and Multilingual Information Extraction. Expert Update.Google Scholar
- Mukherjee, S., Yang, G. and Ramakrishnan, I. V., Automatic Annotation of Content-Rich HTML Documents: Structural and Semantic Analysis in Second International Semantic Web Conference, (2003).Google Scholar
- Popov, B., Kiryakov, A., Kirilov, A., Manov, D., Ognyanoff, D. and Goranov, M., KIM - Semantic Annotation Platform in 2nd International Semantic Web Conference (ISWC2003), (Florida, USA, 2003), 834--849.Google Scholar
- Fellbaum, C. WORDNET: An Electronic Lexical Database. The MIT Press, 1998.Google Scholar
- Tallis, M., Semantic Word Processing for Content Authors in Second International Conference on Knowledge Capture, (Sanibel, Florida, 2003).Google Scholar
- Vargas-Vera, M., Motta, E., Domingue, J., Lanzoni, M., Stutt, A. and Ciravegna, F., MnM: Ontology Driven Semi-Automatic and Automatic Support for Semantic Markup in The 13th International Conference on Knowledge Engineering and Management (EKAW 2002), (Spain, 2002), 379--391. Google ScholarDigital Library
- W3C, Resource Description Framework (RDF) http://www.w3.org/RDF/. Last accessed August 31, 2004.Google Scholar
- Yesilada, Y., Harper, S., Goble, C. and Stevens, R., Ontology Based Semantic Annotation for Enhancing Mobility Support for Visually Impaired Web Users in K-CAP 2003 Workshop on Knowledge Markup and Semantic Annotation, (2003).Google Scholar
Index Terms
- Survey of semantic annotation platforms
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