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Título
Knowledge Discovery in Virtual Worlds Usage Data: approaching Web Mining concepts to 3D Virtual Environments
Autor(es)
Materia
Knowledge discovery
Data mining
Usage data
Virtual world
Web mining
Clasificación UNESCO
1203.17 Informática
Fecha de publicación
2013-11
Citación
Cruz, J., Therón, R., Pizarro, E., García-Peñalvo, F. J. (2013). Knowledge Discovery in Virtual Worlds Usage Data: approaching Web Mining concepts to 3D Virtual Environments. In P. A. Álvarez Carrillo, D. A. Gastélum Chavira, J. C. Leyva López (Eds.), Complementary proceedings of the The Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support - Eureka-2013, Mazatlán, México, 4-8 November 2013.
Resumen
[EN] This paper examines the relationships
between Web and Virtual Worlds, and
how these relationships can be used to
approach concepts of knowledge
discovery from Web Mining to 3D
environments, such as Virtual Worlds.
Also it will explain how to track
information of usage data for knowledge
discovery and what goals can be planned
for this process. Every theoretical concept
will be shown with examples, including
the usage options to collect, data input to
the entire process, relevant information
extraction from raw data, techniques to
discover knowledge and several
considerations to decide and represent
what knowledge is useful for the user.
Based on these concepts a framework is
presented in which, by comparison and
approach to Web Usage Mining, may be
defined an entire process of Knowledge
Discovery and Data Analysis.
URI
ISBN
978-607-737-003-1
Versión del editor
Colecciones
- GRIAL. Ponencias / Actas [121]