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SE-FCA: A Model of Software Evolution with Formal Concept Analysis

机译:SE-FCA:带有形式概念分析的软件演化模型

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摘要

Softwares are naturally evolved to cope with various changing system requirements. Software evolution includes a series of activities to analyze, assess, and validate the changes. This paper proposes an integrated software evolution model, namely SE-FCA, to support four core software evolution activities: program comprehension, change impact analysis, regression testing, and fault localization. These four activities are integrated and supported under the formal concept analysis technique, which is efficient to deal with the relation between entities and entity properties to provide a remarkable insight into the structure of the original relation. These activities are evaluated in a unified empirical environment. The empirical study shows the effectiveness of these activities under the SEFCA model.
机译:软件自然而然地发展起来,可以应对各种不断变化的系统要求。软件演化包括一系列活动,以分析,评估和验证更改。本文提出了一个集成的软件演化模型SE-FCA,以支持四个核心软件演化活动:程序理解,变更影响分析,回归测试和故障定位。这四个活动是在形式概念分析技术的支持下进行整合和支持的,该概念分析技术可以有效地处理实体之间的关系和实体属性,从而为原始关系的结构提供了出色的洞察力。这些活动在统一的经验环境中进行评估。实证研究表明,在SEFCA模式下这些活动的有效性。

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