Flexible comparison of conceptual graphs

M. Montes-Y-Gómez, A. Gelbukh, A. López-López, R. Baeza-Yates

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

50 Citas (Scopus)

Resumen

Conceptual graphs allow for powerful and computationally affordable representation of the semantic contents of natural language texts. We propose a method of comparison (approximate matching) of conceptual graphs. The method takes into account synonymy and subtype/supertype relationships between the concepts and relations used in the conceptual graphs, thus allowing for greater flexibility of approximate matching. The method also allows the user to choose the desirable aspect of similarity in the cases when the two graphs can be generalized in different ways. The algorithm and examples of its application are presented. The results are potentially useful in a range of tasks requiring approximate semantic or another structural matching – among them, information retrieval and text mining.

Idioma originalInglés
Título de la publicación alojadaDatabase and Expert Systems Applications - 12th International Conference, DEXA 2001, Proceedings
EditoresHeinrich C. Mayr, Jiri Lazansky, Gerald Quirchmayr, Pavel Vogel
EditorialSpringer Verlag
Páginas102-111
Número de páginas10
ISBN (versión impresa)3540425276, 9783540425274
DOI
EstadoPublicada - 2001
Evento12th International Conference on Database and Expert Systems Applications, DEXA 2001 - Munich, Alemania
Duración: 3 sep. 20015 sep. 2001

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen2113
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia12th International Conference on Database and Expert Systems Applications, DEXA 2001
País/TerritorioAlemania
CiudadMunich
Período3/09/015/09/01

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