Title :
Towards cooperative frameworks for modeling and integrating biological processes knowledge
Author :
Fernández-Breis, J.T. ; Martínez-Béjar, R. ; Vivancos-Vicente, P.J. ; Valencia-García, R. ; García-Sánchez, F.
Author_Institution :
Fac. of Comput. Sci., Univ. of Murcia, Spain
Abstract :
Data organization has become a strategic target for biologists due to the increasing volume of genomic data available for them. For this purpose, we need a complete knowledge model for representing biological system. In this paper, we deal with both processes for the creation and integration of shareable, reusable domain models within biology, which is a critical issue. In particular, this work introduces a new cooperative development approach for biology ontologies. This approach is based on the integration of the ontologies supplied by different human experts. Two experiments in biological domains are presented and their results discussed.
Keywords :
genetics; knowledge acquisition; knowledge representation; molecular biophysics; physiological models; biological processes knowledge; biological system representation; biology ontologies; data organization; genomic data; knowledge model; knowledge representation; Bioinformatics; Biological information theory; Biological processes; Biological system modeling; Biological systems; Computational biology; Genomics; Humans; Knowledge acquisition; Ontologies; Artificial Intelligence; Cell Physiology; Computational Biology; Database Management Systems; Databases, Factual; Information Storage and Retrieval; Models, Biological; Proteome; Systems Biology; Systems Integration;
Journal_Title :
NanoBioscience, IEEE Transactions on
DOI :
10.1109/TNB.2004.833685