7.3.1: Results from experiments in ontology learning including evaluation and recommendation
| dc.creator | Caterina Caracciolo, Mathieu D'Aquin, Marta Sabou, Wim Peters, Johanna Voelker | |
| dc.date | 2023-04-27T11:23:00Z | |
| dc.date | 2023-04-27T11:23:00Z | |
| dc.date | 2007 | |
| dc.date | 2019-05-30T10:33:28.0000000Z | |
| dc.date.accessioned | 2026-06-27T21:58:20Z | |
| dc.description | This document describes the Ontology Learning experiments we performed in order to recommend a set of ontology learning techniques to enhance the ontology engineering process in the fisheries domain in place at FAO. Experiments have been conceived in the wider context of the WorkPackage 7 of the NeOn Project. The main contribution of this document to WP7 is a set of recommendations and best practices to exploit semi-automatic technique to acquire knowledge either from domain specific documents a nd existing ontologies. The basic criterion for success indication adopted is the reduction of the development time required for the Ontology Engineering process actually in place at FAO. After a brief overview of WP7, the document addresses the following issues: to describe the state of the art in ontology learning and; to set up an evaluation case study in the fisheries domain; to identify suitable techniques which can be profitably applied to fit the user’s requirements; to evaluate such tech niques in the use case scenario, and, finally, to provide a set of recommendations indicating the most reliable techniques to be included in the ontology engineering lifecycle. | |
| dc.format | 63 p. | |
| dc.format | application/pdf | |
| dc.identifier | https://openknowledge.fao.org/handle/20.500.14283/AI163E | |
| dc.identifier | http://www.fao.org/3/a-ai163e.pdf | |
| dc.identifier.uri | http://hdl.handle.net/123456789/239376 | |
| dc.language | English | |
| dc.rights | FAO | |
| dc.title | 7.3.1: Results from experiments in ontology learning including evaluation and recommendation | |
| dc.title | 7.3.1: Results from experiments in ontology learning including evaluation and recommendation | |
| dc.title | NeOn: Lifecycle Support for Networked Ontologies, Integrated Project (IST-2005-027595). Priority: IST-2004-2.4.7, | |
| dc.type | Project |