Aufsatz in einer Fachzeitschrift
Conceptual Knowledge Discovery - a Human-Centered Approach



Details zur Publikation
Autor(inn)en:
Stumme, G.
Publikationsjahr:
2003
Seitenbereich:
281-301
Jahrgang/Band:
17

Zusammenfassung, Abstract
In this paper we discuss Conceptual Knowledge Discovery in Databases (CKDD) as it is developing in the field of Conceptual Knowledge Processing. Conceptual Knowledge Processing is based on the mathematical theory of Formal Concept Analysis which has become a successful theory for data analysis during the last two decades. CKDD aims to support a human-centered processof discovering knowledge from data by visualizing and analyzingthe conceptual structure of the data. We dicuss how themanagement system TOSCANA for conceptual information systemssupports CKDD, and illustrate it by two applications in databasemarketing and flight movement analysis. Finally, we present anew tool for conceptual deviation discovery, Chianti.


Schlagwörter
analysis, concept, conceptual, discovery, fca, formal, human, kdd, knowledge


Autor(inn)en / Herausgeber(innen)

Zuletzt aktualisiert 2019-25-07 um 12:06