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Minuto Espil, M. "RDF semantics for web association rules" (2011) 5th International Conference on Web Reasoning and Rule Systems, RR 2011. 6902 LNCS:269-274
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Abstract:

We present a vocabulary expansion of RDFS, which admits the assertion of rules that hold on associations among sets of RDFS classes, and we give an actual-world semantics to statements in the language expansion that properly captures the meaning commonly given to association rules w.r.t. context, support and confidence, while interacting with class subsumptions and instance typing. In addition, we exhibit a sound and complete procedure for the association rule entailment problem. © 2011 Springer-Verlag.

Registro:

Documento: Artículo
Título:RDF semantics for web association rules
Autor:Minuto Espil, M.
Ciudad:Galway
Filiación:FCEyN, Universidad de Buenos Aires, Argentina
Palabras clave:Support and confidence; Association rules; Semantics; User interfaces; Semantic Web
Año:2011
Volumen:6902 LNCS
Página de inicio:269
Página de fin:274
DOI: http://dx.doi.org/10.1007/978-3-642-23580-1_23
Título revista:5th International Conference on Web Reasoning and Rule Systems, RR 2011
Título revista abreviado:Lect. Notes Comput. Sci.
ISSN:03029743
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_03029743_v6902LNCS_n_p269_MinutoEspil

Referencias:

  • Brickley, D., Guha, R., RDF Vocabulary Description Language 1.0: RDF Schema (2004) W3C Recommendation, , http://www.w3.org/TR/rdf-schema
  • D'Amato, C., Fanizzi, N., Lukasiewicz, T., Tractable Reasoning with Bayesian Description Logics (2008) LNCS (LNAI), 5291, pp. 146-159. , Greco, S., Lukasiewicz, T. (eds.) SUM 2008. Springer, Heidelberg
  • De Bruijn, J., Heymans, S., Logical Foundations of RDF(S) with Datatypes (2010) Journal of Artificial Intelligence Research, 38, pp. 535-568
  • Hanson, W., Actuality, Necessity, and Logical Truth (2006) Philosophical Studies, 130 (3), pp. 437-459
  • Hayes, P., RDF Semantics (2004) W3C Recommendation, , http://www.w3.org/TR/rdf-mt/
  • Józefowska, J., Lawrynowicz, A., Lukaszewski, T., The role of semantics in mining frequent patterns from knowledge bases in description logics with rules (2010) TPLP, 10 (3), pp. 251-289
  • Lassila, O., Swick, R., Resource description framework (RDF) model and syntax specification (1999) W3C Recommendation, , http://www.w3.org/TR/REC-rdf-syntax
  • Lisi, F., Building Rules on Top of Ontologies for the Semantic Web with Inductive Logic Programming (2008) TPLP, 8 (3), pp. 271-300
  • Muñoz, S., Pérez, J., Gutierrez, C., Minimal Deductive Systems for RDF (2007) LNCS, 4519, pp. 53-67. , Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. Springer, Heidelberg
  • Pasquier, N., Mining Association Rules using Formal Concept Analysis (2000) Contributions to ICCS 2000, Working with Conceptual Structures, pp. 259-264. , Stumme, G. (ed.) Verlag Shaker, Aachen
  • Udrea, O., Subrahmanian, V., Majkic, Z., Probabilistic RDF (2006) IEEE International Conference on Information Reuse and Integration, pp. 172-177
  • Zaki, M., Ogihara, M., Theoretical Foundations of Association Rules (1998) 3rd ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, pp. 71-78A4 - Digital Enterprise Research Institute (DERI); National University of Ireland; Artif. Intell. J. Off. Nav. Res. Global; Siemens AG Osterreich; Storm Technology

Citas:

---------- APA ----------
(2011) . RDF semantics for web association rules. 5th International Conference on Web Reasoning and Rule Systems, RR 2011, 6902 LNCS, 269-274.
http://dx.doi.org/10.1007/978-3-642-23580-1_23
---------- CHICAGO ----------
Minuto Espil, M. "RDF semantics for web association rules" . 5th International Conference on Web Reasoning and Rule Systems, RR 2011 6902 LNCS (2011) : 269-274.
http://dx.doi.org/10.1007/978-3-642-23580-1_23
---------- MLA ----------
Minuto Espil, M. "RDF semantics for web association rules" . 5th International Conference on Web Reasoning and Rule Systems, RR 2011, vol. 6902 LNCS, 2011, pp. 269-274.
http://dx.doi.org/10.1007/978-3-642-23580-1_23
---------- VANCOUVER ----------
Minuto Espil, M. RDF semantics for web association rules. Lect. Notes Comput. Sci. 2011;6902 LNCS:269-274.
http://dx.doi.org/10.1007/978-3-642-23580-1_23