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Traceability Mechanisms for Bioinformatics Scientific Workflows

机译:生物信息学科学工作流程的可追溯性机制

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Traceability and Provenance are often used interchangeably in eScience, being associated with the need scientists have to document their experiments, and so allow experiments to be checked and reproduced by others. These terms have, however, different meanings: provenance is more often associated with data origins, whereas traceability concerns the interlinking and execution of processes. This paper proposes a set of mechanisms to deal with this last aspect, the solution is based on database research combined with scientific workflows, plus domain-specific knowledge stored in ontology structures. This meets a need from bioinformatics laboratories, where the majority of computer systems do not support traceability facilities. These mechanisms have been implemented in a prototype, and an example using the genome assembly problem is given.
机译:可追溯性和物质通常可互动在埃斯特源中,与需求科学家必须记录他们的实验,因此允许其他人检查和再现实验。然而,这些术语具有不同的含义:出处更常见于数据来源,而可追溯性涉及过程的交互和执行。本文提出了一系列机制来处理这个最后一个方面,该解决方案基于数据库研究与科学工作流程相结合,加上存储在本体结构中的域特定知识。这符合生物信息学实验室的需求,其中大多数计算机系统不支持可追溯性设施。这些机制已经在原型中实现,并给出了使用基因组组装问题的示例。

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