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CREAL: A language for describing biological systems from a macro to a molecular scale
- Source :
- The FASEB Journal. 26
- Publication Year :
- 2012
- Publisher :
- Wiley, 2012.
-
Abstract
- A language that can describe biological systems from a macro to a molecular scale can play an important role in better understanding the mechanisms that drive the aging process and other biological processes. The Center for Research and Education in Aging Language (CREAL), was developed to allow biologists and Artificial Intelligence (AI) systems to augment a Knowledge Base (KB) that can be used as a data source by a massively paralleled simulation engine to describe complex systems. CREAL uses Java Script Object Notation (JSON) as its template to create nodes of information that can interact with other nodes within the simulation. The language can describe systems of transportation and location as well as properties, actions, and conditions of biological components and processes. A simulation using a KB with CREAL nodes can reveal many relationships between processes when using Dijkstra's shortest path algorithm, and with the aid of tools such as Hidden Markov Models (HMM) could suggest possible linkages...
- Subjects :
- Theoretical computer science
Computer science
business.industry
Process (engineering)
Complex system
ComputerApplications_COMPUTERSINOTHERSYSTEMS
Object (computer science)
Biochemistry
JSON
Knowledge base
Genetics
Macro
business
Hidden Markov model
Molecular Biology
computer
Dijkstra's algorithm
Biotechnology
computer.programming_language
Subjects
Details
- ISSN :
- 15306860 and 08926638
- Volume :
- 26
- Database :
- OpenAIRE
- Journal :
- The FASEB Journal
- Accession number :
- edsair.doi...........214df470fa3799f089ac88fb04b9088b