Ponencia
An extended chronicle discovery approach to find temporal patterns between sequences
Autor/es | Álvarez, M.A.
Subias, A. Travé-Massuyès, L. González Abril, Luis Ortega Ramírez, Juan Antonio |
Coordinador/Director | Ortega Ramírez, Juan Antonio |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos Universidad de Sevilla. Departamento de Economía Aplicada I |
Fecha de publicación | 2012-06 |
Fecha de depósito | 2023-02-14 |
Publicado en |
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ISBN/ISSN | 978-84-616-2007-4 |
Resumen | Sequences of events describing the behavior and actions of users or systems can be collected in several domains. An episode is a collection of events that occurs relatively close to each other in a given partial order. ... Sequences of events describing the behavior and actions of users or systems can be collected in several domains. An episode is a collection of events that occurs relatively close to each other in a given partial order. Also, chronicles are a special type of temporal patterns, where temporal orders of events are quantified with numerical bounds and reflect the temporal evolution of the system over the time. In this paper, the problem of finding rules for describing or predicting the behavior of the sequences with the intention of characterizing some interesting tasks is considered. Obtaining these patterns is the main objective of this work, where an automatic method to learn relevant and discriminating chronicles is proposed. The method extends existing algorithms that have been proposed to find frequent episodes/chronicles in a single event sequence to the case of multiple sequences. |
Agencias financiadoras | Ministerio de Economía y Competitividad (MINECO). España Junta de Andalucía. Consejería de Economía, Innovación y Ciencia |
Identificador del proyecto | TIN2009-14378-C02-01
TIC8052 |
Cita | Álvarez, M.A., Subias, A., Travé-Massuyès, L., González Abril, L. y Ortega Ramírez, J.A. (2012). An extended chronicle discovery approach to find temporal patterns between sequences. En XIV Jornadas de ARCA: Sistemas Cualitativos y sus Aplicaciones en Diagnosis, Robótica e Inteligencia Ambiental (JARCA 2012) (51-54), Salou, Barcelona: Colectivo ARCA: Automatización del Razonamiento Cualitativo y Aplicaciones. |
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