DocumentCode
2687695
Title
An Intelligent System for Building Bioinformatics Workflows
Author
Fiannaca, Antonino ; Gaglio, Salvatore ; Rosa, Massimo La ; Rizzo, Riccardo ; Urso, Alfonso
Author_Institution
ICAR-Ist. di Calcolo e Reti ad Alte Prestazioni, Nat. Res. Council of Italy, Palermo, Italy
fYear
2012
fDate
4-6 July 2012
Firstpage
212
Lastpage
218
Abstract
In this paper a new intelligent system designed to support the researcher in the development of a workflow for bioinformatics experiments is presented. The proposed system is capable to suggest one or more strategies in order to resolve the selected problem and to support the user in the assembly of a workflow for complex experiments, using a a Knowledge base, representing the expertise about the application domain, and a Rule-Based system for decision-making activity. Moreover, the system can represent this workflow at different abstraction layers, freeing the user from implementation details and assisting him in the correct configuration of the algorithms. A sample workflow for protein complex extraction from protein-protein interaction network is presented in order to show the main features of the proposed workflow representation.
Keywords
bioinformatics; decision making; decision support systems; knowledge based systems; proteins; workflow management software; abstraction layer; bioinformatics workflow; complex experiment; decision support system; decision-making activity; intelligent system; knowledge base; protein complex extraction; protein-protein interaction network; rule-based system; workflow development; workflow representation; Bioinformatics; Cognition; Decision making; Knowledge based systems; Ontologies; Proteins; Decision Support System; Dynamic Treemap Visualization; Knowledge Management; Workflow Generation;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex, Intelligent and Software Intensive Systems (CISIS), 2012 Sixth International Conference on
Conference_Location
Palermo
Print_ISBN
978-1-4673-1233-2
Type
conf
DOI
10.1109/CISIS.2012.141
Filename
6245615
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