RVO Task force "Technologies of RVO information structures" (IPI RAS) news:
1) AstroGrid installations at IPI RAS and at the Joint Supercomputer Center are
updated to the version 2007.1.
2) Data mining facilities of Weka oriented on usage of ensemble of classification
algorithms (called Ensembled Weka) has been incorporated into AstroGrid as CEA-application
that takes for input a task description file and a catalogue. The result of ensemble
application is returned to MySpace. This result can be used as an input for further
steps of a workflow. Implementation of Ensembled Weka in AstroGrid has been checked
applying it for the eclipsing binaries classification.
3) A work on extension of AstroGrid with Semantic Information Integration Capability
is under way. The paradigm used is a "scientific problem driven"approach that assumes
creation of "subject mediators" that support an interaction between a researcher and
resources applying a description of the problem domain (description of the mediator) that
is given in an abstract terms without any explicit references to the relevant data or
service resources. This paradigm has various benefits comparing to the resource driven
information integration approach that dominates now.
The first prototype of the mediation infrastructure has been developed and checked
applying it to a distant galaxy discovery problem. A mediator prototype can be configured
for solving of any other problems specifying espective mediators. A work of synergy of
the mediation infrastructure with the AstroGrid is planned to be completed this year to
start experimentation with real problems specification and solving in such environment.