| 40061 |
Creator |
d674a687a3e149731b1a4f689ea1f951 |
| 40061 |
Creator |
cacb9bf9d6f500b32ecbd3751165bc53 |
| 40061 |
Creator |
ext-0a2f8c386cac23a77a7585b35b76fafa |
| 40061 |
Creator |
ext-b82908630c6f482c9eadf43165aca29b |
| 40061 |
Creator |
ext-c92788bdf89a13a74dc8ff5a58bc5d8b |
| 40061 |
Date |
2012 |
| 40061 |
Is Part Of |
p03029743 |
| 40061 |
Is Part Of |
repository |
| 40061 |
abstract |
The Web of Open Linked Data (OLD) is a recommended best practice for exposing, sharing,
and connecting pieces of data, information, and knowledge on the Semantic Web using
URIs and RDF. Such data can be used as a training source for ontology learning from
web textual contents in order to bridge the gap between structured data and the Web.
In this paper, we propose a new method of ontology learning that consists in learning
linguistic patterns related to OLD entities attributes from web snippets. Our insight
is to use the Linked Data as a skeleton for ontology construction and for pattern
learning from texts. The contribution resides on learning patterns for relations existing
in the Web of Linked Data from Web content. These patterns are used to populate the
ontology core schema with new entities and attributes values. The experiments of the
proposal have shown promising results in precision. |
| 40061 |
authorList |
authors |
| 40061 |
presentedAt |
ext-316e8a69d56e3b93f851a148eff088bf |
| 40061 |
status |
peerReviewed |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/233433 |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/233434 |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/233435 |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/233436 |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/233437 |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/233438 |
| 40061 |
uri |
http://data.open.ac.uk/oro/document/234016 |
| 40061 |
volume |
7567 |
| 40061 |
type |
AcademicArticle |
| 40061 |
type |
Article |
| 40061 |
label |
Tiddi, Ilaria ; Mustapha, Nesrine Ben; Vanrompay, Yves and Aufaure, Marie-Aude
(2012). Ontology learning from open linked data and Web snippets. In: On the Move
to Meaningful Internet Systems: OTM 2012 Workshops, Springer, pp. 434–443. |
| 40061 |
label |
Tiddi, Ilaria ; Mustapha, Nesrine Ben; Vanrompay, Yves and Aufaure, Marie-Aude (2012).
Ontology learning from open linked data and Web snippets. In: On the Move to Meaningful
Internet Systems: OTM 2012 Workshops, Springer, pp. 434–443. |
| 40061 |
Publisher |
ext-1c5ddec173ca8cdfba8b274309638579 |
| 40061 |
Title |
Ontology learning from open linked data and Web snippets |
| 40061 |
in dataset |
oro |