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Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data

The advances made in recent years in the field of structural biology significantly increased the throughput and complexity of data that scientists have to deal with. Combining and analyzing such heterogeneous amounts of data became a crucial time consumer in the daily tasks of scientists. However, o...

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Detalles Bibliográficos
Autores principales: Trellet, Mikael, Férey, Nicolas, Flotyński, Jakub, Baaden, Marc, Bourdot, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167042/
https://www.ncbi.nlm.nih.gov/pubmed/29982236
http://dx.doi.org/10.1515/jib-2018-0004
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author Trellet, Mikael
Férey, Nicolas
Flotyński, Jakub
Baaden, Marc
Bourdot, Patrick
author_facet Trellet, Mikael
Férey, Nicolas
Flotyński, Jakub
Baaden, Marc
Bourdot, Patrick
author_sort Trellet, Mikael
collection PubMed
description The advances made in recent years in the field of structural biology significantly increased the throughput and complexity of data that scientists have to deal with. Combining and analyzing such heterogeneous amounts of data became a crucial time consumer in the daily tasks of scientists. However, only few efforts have been made to offer scientists an alternative to the standard compartmentalized tools they use to explore their data and that involve a regular back and forth between them. We propose here an integrated pipeline especially designed for immersive environments, promoting direct interactions on semantically linked 2D and 3D heterogeneous data, displayed in a common working space. The creation of a semantic definition describing the content and the context of a molecular scene leads to the creation of an intelligent system where data are (1) combined through pre-existing or inferred links present in our hierarchical definition of the concepts, (2) enriched with suitable and adaptive analyses proposed to the user with respect to the current task and (3) interactively presented in a unique working environment to be explored.
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spelling pubmed-61670422019-01-28 Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data Trellet, Mikael Férey, Nicolas Flotyński, Jakub Baaden, Marc Bourdot, Patrick J Integr Bioinform Research Articles The advances made in recent years in the field of structural biology significantly increased the throughput and complexity of data that scientists have to deal with. Combining and analyzing such heterogeneous amounts of data became a crucial time consumer in the daily tasks of scientists. However, only few efforts have been made to offer scientists an alternative to the standard compartmentalized tools they use to explore their data and that involve a regular back and forth between them. We propose here an integrated pipeline especially designed for immersive environments, promoting direct interactions on semantically linked 2D and 3D heterogeneous data, displayed in a common working space. The creation of a semantic definition describing the content and the context of a molecular scene leads to the creation of an intelligent system where data are (1) combined through pre-existing or inferred links present in our hierarchical definition of the concepts, (2) enriched with suitable and adaptive analyses proposed to the user with respect to the current task and (3) interactively presented in a unique working environment to be explored. De Gruyter 2018-07-09 /pmc/articles/PMC6167042/ /pubmed/29982236 http://dx.doi.org/10.1515/jib-2018-0004 Text en ©2018, Mikael Trellet et al., published by DeGruyter, Berlin/Boston http://creativecommons.org/licenses/by-nc-nd/4.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
spellingShingle Research Articles
Trellet, Mikael
Férey, Nicolas
Flotyński, Jakub
Baaden, Marc
Bourdot, Patrick
Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data
title Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data
title_full Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data
title_fullStr Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data
title_full_unstemmed Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data
title_short Semantics for an Integrative and Immersive Pipeline Combining Visualization and Analysis of Molecular Data
title_sort semantics for an integrative and immersive pipeline combining visualization and analysis of molecular data
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167042/
https://www.ncbi.nlm.nih.gov/pubmed/29982236
http://dx.doi.org/10.1515/jib-2018-0004
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