Text mining research papers
The core contributions of this paper are the innovative application of fca to the text mining of scientific papers and the survey of the fca-based ir wunable to display preview.
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Conceptual knowledge retrieval with fooca: improving web search engine results with contexts and concept hierarchies.
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We visualized, analyzed and explored the literature with concept lattices and discovered multiple interesting research streams in ir of which we give an extensive overview.
We collected 103 papers published between 2003-2009 which mention fca and information retrieval in the abstract, title or keywords.
Kuznetsovconference e notes in computer series (lncs, volume 7377)abstractformal concept analysis (fca) is an unsupervised clustering technique and many scientific papers are devoted to applying fca in information retrieval (ir) research.
Using a prototype of our fca-based toolset cordiet, we converted the pdf-files containing the papers to plain text, indexed them with lucene using a thesaurus containing terms related to fca research and then created the concept lattice shown in this paper.
K leuven gent management siteit van amsterdam business schoolamsterdamthe al research university higher school of economics (hse)ns j.
Applications and theoretical astext mining scientific papers: a survey on fca-based information retrieval researchauthorsauthors and affiliationsjonas poelmansdmitry i.