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The Impact of Background and Experience on Software Inspections

机译:背景和经验对软件检查的影响

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摘要

This dissertation is an initial study into the relationship between aninspector's characteristics and his or her effectiveness in an inspection.Research has shown that improving the individual effectiveness of the inspectorsimproves the overall effectiveness of an inspection team. But, the performanceof inspectors varies widely, even when using the same inspection technique. This variation is often due to the inherent differences among the inspectors whoused the technique. In order to better understand this variation and provideguidance to inspection planners, this dissertation has focused on the backgroundand experience of the inspector as the source of variation.To study this issue I used a novel approach for software engineering, grounded theory. This methodology allowed hypotheses to be built both top-down, from theliterature, as well as bottom-up, using data. The literature portion came from software engineering as well as education and psychology. The data portion camefrom both existing studies and newly designed studies. The data from existing studies allowed the initial hypotheses to become more concrete. Once some ofthe hypotheses had support from data, the final step was to design studies to test a subset of the hypotheses.I designed and ran two studies to test the selected hypotheses. The goal of thefirst study was to understand the type and level of experience with the softwareinspection process that was necessary. The earlier data had shown that processexperience was important, but the effect of the type and level of experience wasstill unclear. The goal of the second study was to understand the interaction between an inspector's software development experience and the level of detail required in an inspection process. The earlier data had shown some indicationsthat for experienced inspectors too much detail reduced the number of defectsfound, while less experienced inspectors needed more detail to overcome their lack of experience and find more defects. This dissertation presents completelist of hypotheses and the results of these studies along with some specificsuggestions for both researchers and practitioners.
机译:本文是对检查员的特征与其检查有效性之间关系的初步研究。研究表明,提高检查员的个人效率可以提高检查组的整体效率。但是,即使使用相同的检查技术,检查员的表现也有很大差异。这种差异通常是由于使用该技术的检查员之间的固有差异。为了更好地理解这种变化并为检查计划者提供指导,本文着重探讨了作为变化来源的检查员的背景和经验。为了研究这个问题,我使用了一种新颖的软件工程方法,即扎根理论。这种方法允许使用数据从文学的自上而下和自下而上的基础上建立假设。文献部分来自软件工程以及教育和心理学。数据部分来自现有研究和新设计的研究。现有研究的数据使最初的假设变得更加具体。一旦某些假设得到了数据的支持,最后一步就是设计研究以检验假设的一部分。我设计并运行了两项研究以检验选定的假设。第一项研究的目的是了解必要的软件检查过程的经验类型和水平。早期的数据表明,过程经验很重要,但是经验类型和水平的影响仍然不清楚。第二项研究的目的是了解检查员的软件开发经验与检查过程所需的详细程度之间的相互作用。较早的数据表明,对于经验丰富的检查人员而言,过多的细节会减少发现的缺陷数量,而经验不足的检查人员则需要更多的细节来克服他们缺乏经验并发现更多缺陷的迹象。本文提出了假设的完整列表和这些研究的结果,以及针对研究人员和从业人员的一些具体建议。

著录项

  • 作者

    Carver, Jeffrey;

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  • 年度 2003
  • 总页数
  • 原文格式 PDF
  • 正文语种 en_US
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