2005 DocumentAnnotationAndOntologyPop
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- (Amardeilh et al., 2005) ⇒ Florence Amardeilh, Philippe Laublet, and Jean-Luc Minel. (2005). “Document Annotation and Ontology Population from Linguistic Extractions.” In: Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005). doi:10.1145/1088622.1088651
Subject Headings: Linguistically Grounded Ontology. Knowledge acquisition tool, Knowledge extraction from text, Knowledge capture for the Semantic Web, Knowledge capture using natural language processing, Method for ontology population, Semantic Web.
Notes
- It deals with ontology population from linguistic extractions.
- It uses knowledge acquisition rules are used to map concept tree nodes to ontology instances.
- Its nodes are the result of extraction and annotation of documents.
- It describes how to connect: 1) modeling domain knowledge using ontological concepts and 2) linguistic extractions.
- It reports results in the legal domain and show how an ontology can be populated from annotated documents.
Cited By
Quotes
Abstract
In this paper, we present a workbench for semi-automatic ontology population from textual documents. It provides an environment for mapping the linguistic extractions with the domain ontology thanks to knowledge acquisition rules. Those rules are activated when a pertinent linguistic tag is reached. Those linguistic tags are then mapped to a concept, one of its attributes or even a semantic relation between several concepts. The rules instantiate these concepts, attributes and relations in the knowledge base constrained by the domain ontology. This paper deals with the underlying knowledge capture process and presents the first experiments realized on a real client application from the legal publishing domain.
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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2005 DocumentAnnotationAndOntologyPop | Florence Amardeilh Philippe Laublet Jean-Luc Minel | Document Annotation and Ontology Population from Linguistic Extractions | Proceedings of the 3rd International Conference on Knowledge Capture | http://mondeca.com/content/download/454/3431/file/fp66 amardeilh.pdf | 10.1145/1088622.1088651 | 2005 |