Next-generation sequencing techniques made possible enormous steps in the sequencing of genomic material. These advancements were not supported by similar progress in developing of tools for extracting knowledge from these data: interfaces used to analyze genomic data require high Computer Science expertise, being not suitable for most researchers with a biological or clinical background. As a consequence, these tools impose cognitive barriers to bioinformatics research. An ontology of the research process has to be used as a reference during the development of new tools to overcome these barriers. In this work, we run a user study to elicit a hierarchical task tree of the tertiary bioinformatics research process. Then, we show how such a model can be exploited to design interfaces that are not only focused on the data treated but keep in consideration both the research workflow and the researchers’ requirements. Our work has profound implications on designing new, accessible bioinformatics tools that can enhance genomic research.

Crovari, P., Pido, S., Garzotto, F. (2020). Towards an Ontology for Tertiary Bioinformatics Research Process. In Advances in Conceptual Modeling ER 2020 Workshops CMAI, CMLS, CMOMM4FAIR, CoMoNoS, EmpER, Vienna, Austria, November 3–6, 2020, Proceedings (pp.82-91). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-030-65847-2_8].

Towards an Ontology for Tertiary Bioinformatics Research Process

Garzotto F.
2020

Abstract

Next-generation sequencing techniques made possible enormous steps in the sequencing of genomic material. These advancements were not supported by similar progress in developing of tools for extracting knowledge from these data: interfaces used to analyze genomic data require high Computer Science expertise, being not suitable for most researchers with a biological or clinical background. As a consequence, these tools impose cognitive barriers to bioinformatics research. An ontology of the research process has to be used as a reference during the development of new tools to overcome these barriers. In this work, we run a user study to elicit a hierarchical task tree of the tertiary bioinformatics research process. Then, we show how such a model can be exploited to design interfaces that are not only focused on the data treated but keep in consideration both the research workflow and the researchers’ requirements. Our work has profound implications on designing new, accessible bioinformatics tools that can enhance genomic research.
paper
Bioinformatics; Hierarchical task analysis; Hierarchical task tree; Ontology; Tertiary analysis;
English
ER 2020 Workshops CMAI, CMLS, CMOMM4FAIR, CoMoNoS, EmpER - November 3–6, 2020
2020
Grossmann, G; Ram, S
Advances in Conceptual Modeling ER 2020 Workshops CMAI, CMLS, CMOMM4FAIR, CoMoNoS, EmpER, Vienna, Austria, November 3–6, 2020, Proceedings
9783030658465
2020
12584 LNCS
82
91
none
Crovari, P., Pido, S., Garzotto, F. (2020). Towards an Ontology for Tertiary Bioinformatics Research Process. In Advances in Conceptual Modeling ER 2020 Workshops CMAI, CMLS, CMOMM4FAIR, CoMoNoS, EmpER, Vienna, Austria, November 3–6, 2020, Proceedings (pp.82-91). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-030-65847-2_8].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/524328
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