聚光灯:一个数据解释系统

T. Anand, Gary S. Kahn
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引用次数: 30

摘要

SPOTLIGHT是一种基于知识的产品,可以从大型数据库的点尺度扫描仪数据中提取信息。SPOTLIGHT可以归类为一个数据解释系统。与简单的数据解释系统相比,在数据解释系统中,大量数据具有分析相关性;解释模型是复杂的,考虑到事件随时间的因果关系;用户在分析和表示方面的需求是异构的。作者通过讨论SPOTLIGHT的需求、功能和系统架构,阐明了这些系统面临的一些设计挑战。这些挑战包括需要适应广泛的任务和用户角色;表示通用知识,同时允许用户特定的定制;与第三方软件集成;实现集中式主机和分布式PC计算资源的有效利用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SPOTLIGHT: a data explanation system
SPOTLIGHT is a knowledge-based product that makes it possible to extract information from large databases of point-of-scale scanner data. SPOTLIGHT can be classified as a data explanation system. Compared to simpler data interpretation systems, in data explanation systems large bodies of data are analytically relevant; explanation models are complex, regarding the causal interrelation of events over time; and user needs in terms of both analysis and presentation are heterogeneous. The authors illuminate some of the design challenges these systems face by discussing the requirements, functionality, and system architecture of SPOTLIGHT. These challenges include the need to accommodate a broad spectrum of tasks and user roles; to represent generic knowledge while allowing user-specific customization; to integrate with third party software; and to achieve effective use of centralized mainframe and distributed PC computing resources.<>
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