Formal Concept Analysis in Knowledge Discovery: A Survey View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2010

AUTHORS

Jonas Poelmans , Paul Elzinga , Stijn Viaene , Guido Dedene

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. More... »

PAGES

139-153

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  • Book

    TITLE

    Conceptual Structures: From Information to Intelligence

    ISBN

    978-3-642-14196-6
    978-3-642-14197-3

    Author Affiliations

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-642-14197-3_15

    DOI

    http://dx.doi.org/10.1007/978-3-642-14197-3_15

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1030477823


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