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Conceptual knowledge discovery with frequent concept lattices

Stumme, Gerd

Knowledge discovery support environments include beside classical data analysis tools also data mining tools. For supporting both kinds of tools, a unified knowledge representation is needed. We show that concept lattices which are used as knowledge representation in Conceptual Information Systems can also be used for structuring the results of mining association rules. Vice versa, we use ideas of association rules for reducing the complexity of the visualization of Conceptual Information Systems.

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@article{urn:nbn:de:hebis:34-2009012626029,
  author    ={Stumme, Gerd},
  title    ={Conceptual knowledge discovery with frequent concept lattices},
  keywords ={004 and Informationssystem and Wissenserwerb},
  copyright  ={https://rightsstatements.org/page/InC/1.0/},
  language ={en},
  year   ={1999}
}