Please use this identifier to cite or link to this item:
https://www.um.edu.mt/library/oar/handle/123456789/17113
Title: | User-system cooperation in document annotation based on information extraction |
Authors: | Ciravegna, Fabio Dingli, Alexiei Petrelli, Daniela Wilks, Yorick |
Keywords: | Semantic Web Expert systems (Computer science) Corpora (Linguistics) Knowledge management |
Issue Date: | 2002 |
Publisher: | The ACM Digital Library |
Citation: | Ciravegna, F., Dingli, A., Petrelli, D., & Wilks, Y. (2002). User-system cooperation in document annotation based on information extraction. 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, Siguenza. 122-137. |
Abstract: | The process of document annotation for the Semantic Web is complex and time consuming, as it requires a great deal of manual annotation. Information extraction from texts (IE) is a technology used by some very recent systems for reducing the burden of annotation. The integration of IE systems in annotation tools is quite a new development and there is still the necessity of thinking the impact of the IE system on the whole annotation process. In this paper we initially discuss a number of requirements for the use of IE as support for annotation. Then we present and discuss a model of interaction that addresses such issues and Melita, an annotation framework that implements a methodology for active annotation for the Semantic Web based on IE. Finally we present an experiment that quantifies the gain in using IE as support to human annotators. |
URI: | https://www.um.edu.mt/library/oar//handle/123456789/17113 |
ISBN: | 3540442685 |
Appears in Collections: | Scholarly Works - FacICTAI |
Files in This Item:
File | Description | Size | Format | |
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Conference paper - User-system cooperation in document annotation based on information extraction.pdf | 428.2 kB | Adobe PDF | View/Open |
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