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GS3: A knowledge management architecture for collaborative geologic sequestration modeling
Abstract Modern scientific enterprises are inherentModern scientific enterprises are inherently knowledge-intensive. In general, scientific studies in domains such as geoscience, chemistry, physics and biology require the acquisition and manipulation of large amounts of experimental and field data in order to create inputs for large-scale computational simulations. The results of these simulations must then be analyzed, leading to refinements of inputs and models and further simulations. In this paper we describe our efforts in creating a knowledge management platform to support collaborative, wide-scale studies in the area of geologic sequestration modeling. The platform, known as GS3 (Geologic Sequestration Software Suite), exploits and integrates off-the-shelf software components including semantic wikis, content management systems and open source middleware to create the core architecture. We then extend the wiki environment to support the capture of provenance, the ability to incorporate various analysis tools, and the ability to launch simulations on supercomputers. The paper describes the key components of GS3 and demonstrates its use through illustrative examples. We conclude by assessing the suitability of our approach for geologic sequestration modeling and generalization to other scientific problem domains.ation to other scientific problem domains.
Abstractsub Modern scientific enterprises are inherentModern scientific enterprises are inherently knowledge-intensive. In general, scientific studies in domains such as geoscience, chemistry, physics and biology require the acquisition and manipulation of large amounts of experimental and field data in order to create inputs for large-scale computational simulations. The results of these simulations must then be analyzed, leading to refinements of inputs and models and further simulations. In this paper we describe our efforts in creating a knowledge management platform to support collaborative, wide-scale studies in the area of geologic sequestration modeling. The platform, known as GS3 (Geologic Sequestration Software Suite), exploits and integrates off-the-shelf software components including semantic wikis, content management systems and open source middleware to create the core architecture. We then extend the wiki environment to support the capture of provenance, the ability to incorporate various analysis tools, and the ability to launch simulations on supercomputers. The paper describes the key components of GS3 and demonstrates its use through illustrative examples. We conclude by assessing the suitability of our approach for geologic sequestration modeling and generalization to other scientific problem domains.ation to other scientific problem domains.
Bibtextype inproceedings  +
Doi 10.1109/HICSS.2010.217  +
Has author Gorton I. + , Black G.D. + , Schuchardt K.L. + , Sivaramakrishnan C. + , Wurstner S.K. + , Hui P. +
Has extra keyword Analysis tools + , Computational simulation + , Content management system + , Field data + , Geologic sequestrations + , Geosciences + , Illustrative examples + , Key component + , Knowledge management platform + , Open sources + , Problem domain + , Scientific enterprise + , Scientific studies + , Semantic Wikis + , Software component + , Software suite + , Biology + , Computational chemistry + , Knowledge engineering + , Knowledge management + , Middleware + , Supercomputers + , Computer simulation +
Isbn 9780769538693  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Published in Proceedings of the Annual Hawaii International Conference on System Sciences +
Title GS3: A knowledge management architecture for collaborative geologic sequestration modeling +
Type conference paper  +
Year 2010 +
Creation dateThis property is a special property in this wiki. 7 November 2014 19:10:11  +
Categories Publications without keywords parameter  + , Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 19:10:11  +
DateThis property is a special property in this wiki. 2010  +
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