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Please use this identifier to cite or link to this item: http://nbn-resolving.de/urn:nbn:de:hebis:34-2009022326363

Title: Conceptual knowledge discovery and data analysis
Authors: Hereth, JoachimStumme, GerdWille, RudolfWille, Uta
???metadata.dc.subject.swd???: WissenserwerbFormale Begriffsanalyse
???metadata.dc.subject.ddc???: 004 - Informatik (Data processing Computer science)
Issue Date: 2000
Abstract: In this paper, we discuss Conceptual Knowledge Discovery in Databases (CKDD) in its connection with Data Analysis. Our approach is based on Formal Concept Analysis, a mathematical theory which has been developed and proven useful during the last 20 years. Formal Concept Analysis has led to a theory of conceptual information systems which has been applied by using the management system TOSCANA in a wide range of domains. In this paper, we use such an application in database marketing to demonstrate how methods and procedures of CKDD can be applied in Data Analysis. In particular, we show the interplay and integration of data mining and data analysis techniques based on Formal Concept Analysis. The main concern of this paper is to explain how the transition from data to knowledge can be supported by a TOSCANA system. To clarify the transition steps we discuss their correspondence to the five levels of knowledge representation established by R. Brachman and to the steps of empirically grounded theory building proposed by A. Strauss and J. Corbin.
URI: urn:nbn:de:hebis:34-2009022326363
???metadata.dc.description.everything???: Auch erschienen in: Ganter, Bernhard u.a. (Hrsg.): Conceptual structures. (Lecture notes in computer science ; 1867). Berlin u.a. : Springer, 2000. S. 421-437. ISBN 3-540-67859-X (The original publication is available at www.springerlink.com)
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