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Minería de datos sobre streams de redes sociales, una herramienta al servicio de la Bibliotecología

Creators:Jaramillo Valbuena, Sonia, Cardona, Sergio Augusto, Fernandez, Alejandro
2015-12-02

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Descripción

Los sistemas de soporte al trabajo colaborativo, Groupware, son una herramienta valiosa en contextos en los cuales se requiere la participación de un grupo de personas para llevar a cabo una tarea. Las interacciones entre las personas que los utilizan generan grandes flujos de datos (streams) no estructurados. Estos streams pueden analizarse para estudiar aspectos tales como influencia, relaciones de cercanía, opinión y para la generación de recomendaciones. Desde la perspectiva de la minería de datos, el procesamiento de estos streams plantea importantes desafíos. Los algoritmos de minería a utilizar deben adaptarse a la alta velocidad en que llegan los datos, a la diversidad de las fuentes de datos y su estructura, a variabilidad de los datos en el tiempo y a trabajar sin restricciones de memoria. Este artículo revisa el estado del arte en lo referente a algoritmos de minería de datos sobre streams originados en sistemas groupware. Se presenta una revisión de las técnicas más representativas y de cómo cada una de ellas aporta al descubrimiento de conocimiento. Específicamente, se analiza la gestión de la información proveniente de redes sociales.  Para concluir se presentan algunos de los problemas que son objeto de investigación activa.

Metadatos destacados

Colecciones
Información, cultura y sociedad

Editor

Instituto de Investigaciones Bibliotecológicas (FFyL-UBA)

Fuente

Información, cultura y sociedad; No 33, Información, cultura y sociedad; No 33, Información, cultura y sociedad; No 33

Citación

Jaramillo Valbuena, Sonia, Cardona, Sergio Augusto, y Fernandez, Alejandro, “Minería de datos sobre streams de redes sociales, una herramienta al servicio de la Bibliotecología,” Archivo PPCT, consulta 1 de abril de 2026, http://archivoppct.caicyt.gov.ar/items/show/6395.

Dublin Core

Materia

Autor

Jaramillo Valbuena, Sonia
Cardona, Sergio Augusto
Fernandez, Alejandro

Fuente

Información, cultura y sociedad; No 33
Información, cultura y sociedad; No 33
Información, cultura y sociedad; No 33

Editor

Instituto de Investigaciones Bibliotecológicas (FFyL-UBA)

Fecha

2015-12-02

Derechos

Los autores/as conservan los derechos de autor y ceden a la revista el derecho de la primera publicación, con el trabajo registrado con la Licencia Creative Commons Atribución-NoComercial-SinDerivadas 3.0 Unported, que permite a terceros utilizar lo publicado siempre que mencionen la autoría del trabajo y a la primera publicación en esta revista.Los autores/as pueden realizar otros acuerdos contractuales independientes y adicionales para la distribución no exclusiva de la versión del artículo publicado en esta revista (p. ej., incluirlo en un repositorio institucional o publicarlo en un libro) siempre que indiquen claramente que el trabajo se publicó por primera vez en esta revista.Se permite y recomienda a los autores/as a publicar su trabajo en Internet (por ejemplo en páginas institucionales o personales).
Authors publishing in this journal acknowledge the conditions below: Authors retain the copyright of their work while they transfer the right of the first publishing to the journal, under the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 Unported Licence, which allows third parties to reproduce them under the condition that express mention is given to the author and to its original publication in the journal. Authors may enter into other contractual and independent arrangements for the non-exclusive distribution of the version of the article published in this journal (for instance, it can be published in an institutional repository or in a book). In any case, an express mention should be given to its first publication in the journal. It is permitted and encouraged to publish online the articles (for example, on institutional or personal pages).

Formato

Idioma

spa

Tipo

info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion