RDF semantics for web association rules

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, su...

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Autor principal: Minuto Espil, M.
Formato: Acta de conferencia Capítulo de libro
Lenguaje:Inglés
Publicado: 2011
Acceso en línea:Registro en Scopus
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100 1 |a Minuto Espil, M. 
245 1 0 |a RDF semantics for web association rules 
260 |c 2011 
270 1 0 |m Minuto Espil, M.; FCEyN, Universidad de Buenos AiresArgentina 
506 |2 openaire  |e Política editorial 
504 |a Brickley, D., Guha, R., RDF Vocabulary Description Language 1.0: RDF Schema (2004) W3C Recommendation, , http://www.w3.org/TR/rdf-schema 
504 |a 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 
504 |a De Bruijn, J., Heymans, S., Logical Foundations of RDF(S) with Datatypes (2010) Journal of Artificial Intelligence Research, 38, pp. 535-568 
504 |a Hanson, W., Actuality, Necessity, and Logical Truth (2006) Philosophical Studies, 130 (3), pp. 437-459 
504 |a Hayes, P., RDF Semantics (2004) W3C Recommendation, , http://www.w3.org/TR/rdf-mt/ 
504 |a 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 
504 |a Lassila, O., Swick, R., Resource description framework (RDF) model and syntax specification (1999) W3C Recommendation, , http://www.w3.org/TR/REC-rdf-syntax 
504 |a Lisi, F., Building Rules on Top of Ontologies for the Semantic Web with Inductive Logic Programming (2008) TPLP, 8 (3), pp. 271-300 
504 |a 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 
504 |a 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 
504 |a Udrea, O., Subrahmanian, V., Majkic, Z., Probabilistic RDF (2006) IEEE International Conference on Information Reuse and Integration, pp. 172-177 
504 |a 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 
520 3 |a 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.  |l eng 
593 |a FCEyN, Universidad de Buenos Aires, Argentina 
690 1 0 |a SUPPORT AND CONFIDENCE 
690 1 0 |a ASSOCIATION RULES 
690 1 0 |a SEMANTICS 
690 1 0 |a USER INTERFACES 
690 1 0 |a SEMANTIC WEB 
711 2 |c Galway  |d 29 August 2011 through 30 August 2011  |g Código de la conferencia: 86447 
773 0 |d 2011  |g v. 6902 LNCS  |h pp. 269-274  |p Lect. Notes Comput. Sci.  |n Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  |x 03029743  |w (AR-BaUEN)CENRE-983  |z 9783642235795  |t 5th International Conference on Web Reasoning and Rule Systems, RR 2011 
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856 4 0 |u https://doi.org/10.1007/978-3-642-23580-1_23  |y DOI 
856 4 0 |u https://hdl.handle.net/20.500.12110/paper_03029743_v6902LNCS_n_p269_MinutoEspil  |y Handle 
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