Semantic annotation for knowledge management: Requirements and a survey of the state of the art

by: Victoria Uren, Philipp Cimiano, Jose Iria, Siegfried Handschuh, Maria Vargas-Vera, Enrico Motta, Fabio Ciravegna

Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 4, No. 1. (January 2006), pp. 14-28.

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Abstract

While much of a company's knowledge can be found in text repositories, current content management systems have limited capabilities for structuring and interpreting documents. In the emerging Semantic Web, search, interpretation and aggregation can be addressed by ontology-based semantic mark-up. In this paper, we examine semantic annotation, identify a number of requirements, and review the current generation of semantic annotation systems. This analysis shows that, while there is still some way to go before semantic annotation tools will be able to address fully all the knowledge management needs, research in the area is active and making good progress.

@article{citeulike:754433, abstract = {While much of a company's knowledge can be found in text repositories, current content management systems have limited capabilities for structuring and interpreting documents. In the emerging Semantic Web, search, interpretation and aggregation can be addressed by ontology-based semantic mark-up. In this paper, we examine semantic annotation, identify a number of requirements, and review the current generation of semantic annotation systems. This analysis shows that, while there is still some way to go before semantic annotation tools will be able to address fully all the knowledge management needs, research in the area is active and making good progress.}, author = {Uren, Victoria and Cimiano, Philipp and Iria, Jose and Handschuh, Siegfried and Vargas-Vera, Maria and Motta, Enrico and Ciravegna, Fabio }, citeulike-article-id = {754433}, doi = {http://dx.doi.org/10.1016/j.websem.2005.10.002}, journal = {Web Semantics: Science, Services and Agents on the World Wide Web}, keywords = {information\_extraction, ontologies, survey}, month = {January}, number = {1}, pages = {14--28}, posted-at = {2008-02-17 12:14:15}, priority = {0}, title = {Semantic annotation for knowledge management: Requirements and a survey of the state of the art}, url = {http://dx.doi.org/10.1016/j.websem.2005.10.002}, volume = {4}, year = {2006} }

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TY - JOUR ID - citeulike:754433 L3 - citeulike-article-id:754433 TI - Semantic annotation for knowledge management: Requirements and a survey of the state of the art JF - Web Semantics: Science, Services and Agents on the World Wide Web VL - 4 IS - 1 SP - 14 EP - 28 N2 - While much of a company's knowledge can be found in text repositories, current content management systems have limited capabilities for structuring and interpreting documents. In the emerging Semantic Web, search, interpretation and aggregation can be addressed by ontology-based semantic mark-up. In this paper, we examine semantic annotation, identify a number of requirements, and review the current generation of semantic annotation systems. This analysis shows that, while there is still some way to go before semantic annotation tools will be able to address fully all the knowledge management needs, research in the area is active and making good progress. KW - information_extraction KW - ontologies KW - survey AU - Uren, Victoria AU - Cimiano, Philipp AU - Iria, Jose AU - Handschuh, Siegfried AU - Vargas-Vera, Maria AU - Motta, Enrico AU - Ciravegna, Fabio PY - 2006/01// UR - http://dx.doi.org/10.1016/j.websem.2005.10.002 ER -

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