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Flexible case-based retrieval for comparative genomics

机译:基于案例的灵活检索,用于比较基因组学

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摘要

Comparative genomics represents a key instrument to discover or validate phylogenetic relationships, to give insights on genome evolution, and to infer metabolic functions of a given organism. A tool for properly supporting comparative genomics is of paramount importance in several application domains. We have developed a tool for supporting customized comparative genomics searches. The tool is based on the retrieval step of the Case-Based Reasoning methodology. It takes advantage of an abstraction technique similar to Temporal Abstractions, thus allowing us to neglect irrelevant details. By means of our tool, retrieval is made flexible by the use of abstractions, and efficient by the use of proper taxonomic index structures. Moreover, end-users are allowed to progressively relax or refine their queries in an interactive way. The tool functionalities are exemplified referring to the study of endobacteria living in arbuscular mycorrhizal fungi.
机译:比较基因组学是发现或验证系统发育关系,提供有关基因组进化的见解以及推断给定生物的代谢功能的关键工具。在几个应用领域中,正确支持比较基因组学的工具至关重要。我们开发了一种工具,用于支持定制的比较基因组学搜索。该工具基于基于案例的推理方法的检索步骤。它利用类似于时间抽象的抽象技术的优势,从而使我们可以忽略无关紧要的细节。通过我们的工具,可以通过使用抽象来灵活地进行检索,而通过使用适当的分类索引结构来进行有效的检索。此外,允许最终用户以交互方式逐渐放松或完善其查询。该工具的功能以生活在丛枝菌根真菌中的内细菌的研究为例。

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