Title of article :
Exploiting knowledge ontology and software agents for PPI network analysis
Author/Authors :
Tzou، نويسنده , , Wen-Shyong and Lee، نويسنده , , Wei-Po and Jeng، نويسنده , , Bingchiang Jeng، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Pages :
8
From page :
12605
To page :
12612
Abstract :
One major goal of functional genomics has been to identify and analyze molecular interactions in a cellular context to better understand the underlying design principles and mechanisms. To investigate into a PPI network from both topological and functional points of view, this work proposes a methodology that exploits ontology-based biological knowledge for network analysis. To speed up the procedure, an agent-based framework is also presented for supporting distributed computing. The preliminary results show that through the knowledge obtained from gene ontology, our work in analyzing building blocks of PPI networks can give a higher resolution than that of previous ones. Also our agent-based framework can successfully speed up the task of network analysis in an adaptive manner.
Keywords :
Motif analysis , Protein–protein interaction , Gene ontology , evolutionary conservation , mobile agent , Adaptive Computing
Journal title :
Expert Systems with Applications
Serial Year :
2009
Journal title :
Expert Systems with Applications
Record number :
2347054
Link To Document :
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