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粒度、规模与集体性:尺寸何时重要与何时不重要。

Granularity, scale and collectivity: when size does and does not matter.

作者信息

Rector Alan, Rogers Jeremy, Bittner Thomas

机构信息

Department of Computer Science, University of Manchester, Manchester M13 9PL, UK.

出版信息

J Biomed Inform. 2006 Jun;39(3):333-49. doi: 10.1016/j.jbi.2005.08.010. Epub 2005 Nov 28.

Abstract

Bridging levels of "granularity" and "scale" are frequently cited as key problems for biomedical informatics. However, detailed accounts of what is meant by these terms are sparse in the literature. We argue for distinguishing two notions: "size range," which deals with physical size, and "collectivity," which deals with aggregations of individuals into collections, which have emergent properties and effects. We further distinguish these notions from "specialisation," "degree of detail," "density," and "connectivity." We argue that the notion of "collectivity"--molecules in water, cells in tissues, people in crowds, stars in galaxies--has been neglected but is a key to representing biological notions, that it is a pervasive notion across size ranges--micro, macro, cosmological, etc.--and that it provides an account of a number of troublesome issues including the most important cases of when the biomedical notion of parthood is, or is not, best represented by a transitive relation. Although examples are taken from biomedicine, we believe these notions to have wider application.

摘要

连接“粒度”和“规模”层面的问题常被视为生物医学信息学的关键问题。然而,文献中对这些术语含义的详细阐述却很稀少。我们主张区分两个概念:“大小范围”,它涉及物理尺寸;以及“集合性”,它涉及个体聚集成集合体,这些集合体具有涌现的属性和效应。我们进一步将这些概念与“专业化”“细节程度”“密度”和“连通性”区分开来。我们认为,“集合性”概念——水中的分子、组织中的细胞、人群中的人、星系中的恒星——一直被忽视,但它是表征生物学概念的关键,它是一个跨越大小范围(微观、宏观、宇宙学等)的普遍概念,并且它解释了一些棘手的问题,包括生物医学中部分关系何时最好由传递关系来表示,以及何时并非如此的最重要情况。尽管示例取自生物医学,但我们认为这些概念具有更广泛的应用。

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