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Representing Uncertainty in RuleML
2008
DamasioPSS08:finf
The RuleML initiative defines a normalized markup for expressing and exchange rules in the Semantic Web. However, the syntax of the language is still limited and lacks features for representing rule-based languages capable of handling uncertainty and vagueness. It is desirable to have a general extension of RuleML which accommodates major existing languages proposed in the latest two decades. The main contribution of the paper is to propose such a general extension, showing how to encode many of the existing languages in this extension. It is detailed the important case of fuzzy rule languages. We hope this work can also provide some insights on how to cover uncertainty in the RIF framework.
Journal
Carlos Viegas Damásio, Jeff Z. Pan, Giorgos Stoilos, Umberto Straccia
Fundamenta Informaticae
IOS Press
-
82
3
265-288
-
0169-2968
-
http://iospress.metapress.com/content/372831225246w518/
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Carlos Viegas Damásio and Jeff Z. Pan and Giorgos Stoilos and Umberto Straccia, Representing Uncertainty in RuleML, Fundamenta Informaticae, Vol. 82, No. 3, Pag. 265-288, IOS Press, ISSN 0169-2968, (http://iospress.metapress.com/content/372831225246w518/), 2008.
<b><a href="/people/members/view.php?code=feecf7159d8e22c70a3bf33436444903" class="author">Carlos Viegas Damásio</a>, Jeff Z. Pan, Giorgos Stoilos and Umberto Straccia</b>, <u>Representing Uncertainty in RuleML</u>, Fundamenta Informaticae, Vol. 82, No. 3, Pag. 265-288, <a href="http://www.iospress.nl/" title="Link to external entity..." target="_blank" class="publisher">IOS Press</a>, ISSN 0169-2968, (<a href="http://iospress.metapress.com/content/372831225246w518/" target="_blank">url</a>), 2008.
@article {DamasioPSS08:finf, author = {Carlos Viegas Dam{\'a}sio and Jeff Z. Pan and Giorgos Stoilos and Umberto Straccia}, title = {Representing Uncertainty in RuleML}, journal = {Fundamenta Informaticae}, publisher = {IOS Press}, volume = {82}, number = {3}, pages = {265-288}, issn = {0169-2968}, url = {http://iospress.metapress.com/content/372831225246w518/}, abstract = {The RuleML initiative defines a normalized markup for expressing and exchange rules in the Semantic Web. However, the syntax of the language is still limited and lacks features for representing rule-based languages capable of handling uncertainty and vagueness. It is desirable to have a general extension of RuleML which accommodates major existing languages proposed in the latest two decades. The main contribution of the paper is to propose such a general extension, showing how to encode many of the existing languages in this extension. It is detailed the important case of fuzzy rule languages. We hope this work can also provide some insights on how to cover uncertainty in the RIF framework.}, year = {2008}, }
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