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Ontology-Based Information Extraction under a Bootstrapping Approach

Ontology-Based Information Extraction under a Bootstrapping Approach

Elias Iosif, Georgios Petasis, Vangelis Karkaletsis
Copyright: © 2012 |Pages: 21
ISBN13: 9781466601888|ISBN10: 1466601884|EISBN13: 9781466601895
DOI: 10.4018/978-1-4666-0188-8.ch001
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MLA

Iosif, Elias, et al. "Ontology-Based Information Extraction under a Bootstrapping Approach." Semi-Automatic Ontology Development: Processes and Resources, edited by Maria Teresa Pazienza and Armando Stellato, IGI Global, 2012, pp. 1-21. https://doi.org/10.4018/978-1-4666-0188-8.ch001

APA

Iosif, E., Petasis, G., & Karkaletsis, V. (2012). Ontology-Based Information Extraction under a Bootstrapping Approach. In M. Pazienza & A. Stellato (Eds.), Semi-Automatic Ontology Development: Processes and Resources (pp. 1-21). IGI Global. https://doi.org/10.4018/978-1-4666-0188-8.ch001

Chicago

Iosif, Elias, Georgios Petasis, and Vangelis Karkaletsis. "Ontology-Based Information Extraction under a Bootstrapping Approach." In Semi-Automatic Ontology Development: Processes and Resources, edited by Maria Teresa Pazienza and Armando Stellato, 1-21. Hershey, PA: IGI Global, 2012. https://doi.org/10.4018/978-1-4666-0188-8.ch001

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Abstract

The authors present an ontology-based information extraction process, which operates in a bootstrapping framework. The novelty of this approach lies in the continuous semantics extraction from textual content in order to evolve the underlying ontology, while the evolved ontology enhances in turn the information extraction mechanism. This process was implemented in the context of the R&D project BOEMIE1. The BOEMIE system was evaluated on the athletics domain.

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