Towards a model of analyst effort for traceability research

TEFSE '11 Pub Date : 2011-05-23 DOI:10.1145/1987856.1987870
Alex Dekhtyar, J. Hayes, Matty Smith
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引用次数: 6

Abstract

This paper posits that a theoretical model of analyst effort in tracing tasks is necessary to assist with study of the analyst. Specifically, it is clear from prior work by numerous research groups that the important factors in such a model are: the amount of time it takes for an analyst to vet a given candidate link and the amount of time it takes an analyst to find a missing link. This paper introduces a theoretical model of analyst effort as well as a simplified model. A number of simulations were undertaken in order to build effort curves to assist in evaluating numerous tracing scenarios, such as determining at what point in time an analyst should switch from vetting candidate links to manually searching for links not in the candidate list.
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朝着可追溯性研究的分析师工作模型迈进
本文认为有必要建立分析人员追踪任务的理论模型,以协助分析人员的研究。具体地说,从许多研究小组先前的工作中可以清楚地看出,这种模型中的重要因素是:分析师审查给定候选链接所需的时间量以及分析师找到缺失链接所需的时间量。本文介绍了分析师努力的理论模型和简化模型。为了构建工作曲线以帮助评估大量的跟踪场景,进行了大量的模拟,例如确定在什么时间点分析人员应该从审查候选链接切换到手动搜索不在候选列表中的链接。
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