Memorias de investigación
Ponencias en congresos:
Generating Automated News to Explain the Meaning of Sensor Data
Año:2011
Áreas de investigación
  • Ciencias de la computación y tecnología informática,
  • Ingenieria civil
Datos
Descripción
An important competence of human data analysts is to interpret and explain the meaning of the results of data analysis to end-users. However, existing automatic solutions for intelligent data analysis provide limited help to interpret and communicate information to non-expert users. In this paper we present a general approach to generating explanatory descriptions about the meaning of quantitative sensor data. We propose a type of web application: a virtual newspaper with automatically generated news stories that describe the meaning of sensor data. This solution integrates a variety of techniques from intelligent data analysis into a web-based multimedia presentation system. We validated our approach in a real world problem and demonstrate its generality using data sets from several domains. Our experience shows that this solution can facilitate the use of sensor data by general users and, therefore, can increase the utility of sensor network infrastructures.
Internacional
Si
Nombre congreso
IDA 2011 Tenth International Symposium on Intelligent Data Analysis
Tipo de participación
960
Lugar del congreso
Oporto
Revisores
Si
ISBN o ISSN
0302-9743
DOI
Fecha inicio congreso
29/10/2011
Fecha fin congreso
31/10/2011
Desde la página
282
Hasta la página
293
Título de las actas
Proceedings IDA 2011 (Tenth International Symposium on Intelligent Data Analysis), Lecture Notes in Computer Science 7014
Esta actividad pertenece a memorias de investigación
Participantes
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Hidroinformática y Gestión del Agua
  • Departamento: Inteligencia Artificial