Title :
DataSpace: a data Web for the exploratory analysis and mining of data
Author :
Grossman, Robert ; Mazzucco, Marco
Author_Institution :
Dept. of Math. Stat. & Comput. Sci., Illinois Univ., Chicago, IL, USA
Abstract :
A data web can simplify the processes of cleaning, transforming, and exploring data in a data mining application. DataSpace is one such mechanism that lets scientists view, retrieve, and apply simple transformations to remote and distributed data. DataSpace is an example of a data web, that is, a web-based infrastructure for working with data
Keywords :
Internet; data analysis; data mining; distributed processing; natural sciences computing; software agents; DataSpace; agent based systems; data exploring; data mining; data web; distributed data; remote data analysis; scientific data analysis; Buildings; Cleaning; Data analysis; Data engineering; Data mining; Distributed computing; Grid computing; Protocols; Resource description framework; Semantic Web;
Journal_Title :
Computing in Science & Engineering
DOI :
10.1109/MCISE.2002.1014979
