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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 a field 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.
History
Event
IEEE Computer Society. Conference (18th : 2007 : Regensburg, Germany)Series
IEEE Computer Society ConferencePagination
545 - 549Publisher
Institute of Electrical and Electronics EngineersLocation
Regensburg, GermanyPlace of publication
Piscataway, N.J.Publisher DOI
Start date
2007-09-03End date
2007-09-07ISSN
1529-4188ISBN-13
9780769529325ISBN-10
0769529321Language
engPublication classification
E1.1 Full written paper - refereedEditor/Contributor(s)
A Tjoa, R WagnerTitle of proceedings
DEXA 2007 : Proceedings of the 18th International Conference on Database and Expert Systems ApplicationsUsage metrics
Keywords
citation analysissoftware engineeringapplication softwaresoftware standardssoftware testinginformation analysissoftware designqualificationsdatabasesScience & TechnologyTechnologyComputer Science, Artificial IntelligenceComputer Science, Information SystemsComputer Science, Software EngineeringComputer Science, Theory & MethodsTelecommunicationsComputer ScienceArtificial Intelligence and Image Processing
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