TY - JOUR
T1 - A middleware framework to create data structures for a visual analytics object oriented approach
AU - García, Juan
AU - Gómez Aguilar, Diego A.
AU - González, Antonio
AU - García, Francisco J.
AU - Therón, Roberto
PY - 2010
Y1 - 2010
N2 - Visual analytics requires the use of large datasets and most of the times visualisations use their own data structures definition or make use of simple standards such as XML, CVS, or text files. Our proposal presents a middleware framework that focuses on providing a way to create those data structures, allowing to access heterogeneous data sources. The framework allows defining data structures for different visualisations using the same dataset as well as makes easier the process of getting the data from different sources. It dynamically creates the objects according to the defined structures and populates them with the values in the data sources. We have implemented a first prototype, which is discussed in the results presented on this paper.
AB - Visual analytics requires the use of large datasets and most of the times visualisations use their own data structures definition or make use of simple standards such as XML, CVS, or text files. Our proposal presents a middleware framework that focuses on providing a way to create those data structures, allowing to access heterogeneous data sources. The framework allows defining data structures for different visualisations using the same dataset as well as makes easier the process of getting the data from different sources. It dynamically creates the objects according to the defined structures and populates them with the values in the data sources. We have implemented a first prototype, which is discussed in the results presented on this paper.
KW - data structure modelling
KW - middleware framework
KW - visual analytics
UR - http://www.scopus.com/inward/record.url?scp=84951712614&partnerID=8YFLogxK
U2 - 10.1504/IJKL.2010.034757
DO - 10.1504/IJKL.2010.034757
M3 - Artículo
AN - SCOPUS:84951712614
SN - 1741-1009
VL - 6
SP - 256
EP - 267
JO - International Journal of Knowledge and Learning
JF - International Journal of Knowledge and Learning
IS - 2-3
ER -