Cargando…
iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources
The advancement of the computational biology field hinges on progress in three fundamental directions – the development of new computational algorithms, the availability of informatics resource management infrastructures and the capability of tools to interoperate and synergize. There is an explosio...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2008
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2386255/ https://www.ncbi.nlm.nih.gov/pubmed/18509477 http://dx.doi.org/10.1371/journal.pone.0002265 |
_version_ | 1782155224502239232 |
---|---|
author | Dinov, Ivo D. Rubin, Daniel Lorensen, William Dugan, Jonathan Ma, Jeff Murphy, Shawn Kirschner, Beth Bug, William Sherman, Michael Floratos, Aris Kennedy, David Jagadish, H. V. Schmidt, Jeanette Athey, Brian Califano, Andrea Musen, Mark Altman, Russ Kikinis, Ron Kohane, Isaac Delp, Scott Parker, D. Stott Toga, Arthur W. |
author_facet | Dinov, Ivo D. Rubin, Daniel Lorensen, William Dugan, Jonathan Ma, Jeff Murphy, Shawn Kirschner, Beth Bug, William Sherman, Michael Floratos, Aris Kennedy, David Jagadish, H. V. Schmidt, Jeanette Athey, Brian Califano, Andrea Musen, Mark Altman, Russ Kikinis, Ron Kohane, Isaac Delp, Scott Parker, D. Stott Toga, Arthur W. |
author_sort | Dinov, Ivo D. |
collection | PubMed |
description | The advancement of the computational biology field hinges on progress in three fundamental directions – the development of new computational algorithms, the availability of informatics resource management infrastructures and the capability of tools to interoperate and synergize. There is an explosion in algorithms and tools for computational biology, which makes it difficult for biologists to find, compare and integrate such resources. We describe a new infrastructure, iTools, for managing the query, traversal and comparison of diverse computational biology resources. Specifically, iTools stores information about three types of resources–data, software tools and web-services. The iTools design, implementation and resource meta - data content reflect the broad research, computational, applied and scientific expertise available at the seven National Centers for Biomedical Computing. iTools provides a system for classification, categorization and integration of different computational biology resources across space-and-time scales, biomedical problems, computational infrastructures and mathematical foundations. A large number of resources are already iTools-accessible to the community and this infrastructure is rapidly growing. iTools includes human and machine interfaces to its resource meta-data repository. Investigators or computer programs may utilize these interfaces to search, compare, expand, revise and mine meta-data descriptions of existent computational biology resources. We propose two ways to browse and display the iTools dynamic collection of resources. The first one is based on an ontology of computational biology resources, and the second one is derived from hyperbolic projections of manifolds or complex structures onto planar discs. iTools is an open source project both in terms of the source code development as well as its meta-data content. iTools employs a decentralized, portable, scalable and lightweight framework for long-term resource management. We demonstrate several applications of iTools as a framework for integrated bioinformatics. iTools and the complete details about its specifications, usage and interfaces are available at the iTools web page http://iTools.ccb.ucla.edu. |
format | Text |
id | pubmed-2386255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-23862552008-05-28 iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources Dinov, Ivo D. Rubin, Daniel Lorensen, William Dugan, Jonathan Ma, Jeff Murphy, Shawn Kirschner, Beth Bug, William Sherman, Michael Floratos, Aris Kennedy, David Jagadish, H. V. Schmidt, Jeanette Athey, Brian Califano, Andrea Musen, Mark Altman, Russ Kikinis, Ron Kohane, Isaac Delp, Scott Parker, D. Stott Toga, Arthur W. PLoS One Research Article The advancement of the computational biology field hinges on progress in three fundamental directions – the development of new computational algorithms, the availability of informatics resource management infrastructures and the capability of tools to interoperate and synergize. There is an explosion in algorithms and tools for computational biology, which makes it difficult for biologists to find, compare and integrate such resources. We describe a new infrastructure, iTools, for managing the query, traversal and comparison of diverse computational biology resources. Specifically, iTools stores information about three types of resources–data, software tools and web-services. The iTools design, implementation and resource meta - data content reflect the broad research, computational, applied and scientific expertise available at the seven National Centers for Biomedical Computing. iTools provides a system for classification, categorization and integration of different computational biology resources across space-and-time scales, biomedical problems, computational infrastructures and mathematical foundations. A large number of resources are already iTools-accessible to the community and this infrastructure is rapidly growing. iTools includes human and machine interfaces to its resource meta-data repository. Investigators or computer programs may utilize these interfaces to search, compare, expand, revise and mine meta-data descriptions of existent computational biology resources. We propose two ways to browse and display the iTools dynamic collection of resources. The first one is based on an ontology of computational biology resources, and the second one is derived from hyperbolic projections of manifolds or complex structures onto planar discs. iTools is an open source project both in terms of the source code development as well as its meta-data content. iTools employs a decentralized, portable, scalable and lightweight framework for long-term resource management. We demonstrate several applications of iTools as a framework for integrated bioinformatics. iTools and the complete details about its specifications, usage and interfaces are available at the iTools web page http://iTools.ccb.ucla.edu. Public Library of Science 2008-05-28 /pmc/articles/PMC2386255/ /pubmed/18509477 http://dx.doi.org/10.1371/journal.pone.0002265 Text en Dinov et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Dinov, Ivo D. Rubin, Daniel Lorensen, William Dugan, Jonathan Ma, Jeff Murphy, Shawn Kirschner, Beth Bug, William Sherman, Michael Floratos, Aris Kennedy, David Jagadish, H. V. Schmidt, Jeanette Athey, Brian Califano, Andrea Musen, Mark Altman, Russ Kikinis, Ron Kohane, Isaac Delp, Scott Parker, D. Stott Toga, Arthur W. iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources |
title |
iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources |
title_full |
iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources |
title_fullStr |
iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources |
title_full_unstemmed |
iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources |
title_short |
iTools: A Framework for Classification, Categorization and Integration of Computational Biology Resources |
title_sort | itools: a framework for classification, categorization and integration of computational biology resources |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2386255/ https://www.ncbi.nlm.nih.gov/pubmed/18509477 http://dx.doi.org/10.1371/journal.pone.0002265 |
work_keys_str_mv | AT dinovivod itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT rubindaniel itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT lorensenwilliam itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT duganjonathan itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT majeff itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT murphyshawn itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT kirschnerbeth itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT bugwilliam itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT shermanmichael itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT floratosaris itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT kennedydavid itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT jagadishhv itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT schmidtjeanette itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT atheybrian itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT califanoandrea itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT musenmark itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT altmanruss itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT kikinisron itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT kohaneisaac itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT delpscott itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT parkerdstott itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources AT togaarthurw itoolsaframeworkforclassificationcategorizationandintegrationofcomputationalbiologyresources |