Formal concept analysis in knowledge discovery: a survey
Poelmans, Jonas Elzinga, Paul Viaene, Stijn Dedene, Guido (+)
Poelmans, Jonas
Elzinga, Paul
Viaene, Stijn
Dedene, Guido (+)
Citations
Altmetric:
Publication Type
Journal article
Editor
Supervisor
Publication Year
2010
Journal
Lecture notes in Computer Science
Book
Publication Volume
Publication Issue
6208
Publication Begin page
139
Publication End page
153
Publication Number of pages
Collections
Abstract
In this paper, we analyze the literature on Formal Concept Analysis (FCA) using FCA. We collected 702 papers published between 2003-2009 mentioning Formal Concept Analysis in the abstract. We developed a knowledge browsing environment to support our literature analysis process. The pdf-files containing the papers were converted to plain text and indexed by Lucene using a thesaurus containing terms related to FCA research. We use the visualization capabilities of FCA to explore the literature, to discover and conceptually represent the main research topics in the FCA community. As a case study, we zoom in on the 140 papers on using FCA in knowledge discovery and data mining and give an extensive overview of the contents of this literature.