使用形式概念分析的引文分析:软件工程中的案例研究

18th International Workshop on Database and Expert Systems Applications (DEXA 2007) Pub Date : 2007-09-03 DOI:10.1109/DEXA.2007.59

T. Tilley, Peter W. Eklund

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引用次数: 18

摘要

本文将形式概念分析(FCA)作为分析研究领域的一种手段，并将已发表的学术论文作为输入。特别地，结果是基于一个科学研究领域的47篇学术论文的案例研究。分析包括基于来自ISO12207软件工程标准的领域背景知识对研究领域的推断。此外，还介绍了基于目标应用程序语言和报告的应用程序大小的许多可选分类。FCA揭示了有关主题性质的有用见解:确定富有成效的研究领域，并提供有关所研究社区特征的详细信息。

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Citation Analysis using Formal Concept Analysis: A case study in Software Engineering

In this paper formal concept analysis (FCA) is used as a means to analyse afield of research using published academic papers as its input. In particular, results are presented based on a case study of 47 academic papers in a scientific field of study. The analysis includes inferences about the field of study based on the domain background knowledge derived from the ISO12207 software engineering standard. Additionally, a number of alternative classifications based on the target application language and the reported application size are introduced. FCA reveals useful insights about the nature of the subject matter: identifying fruitful areas of research as well as producing details about characteristics of the community under examination.

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18th International Workshop on Database and Expert Systems Applications (DEXA 2007)

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