Conceptual Knowledge Processing (Invited Talk).
In: M. Collard and J.-L. Cavarero, editors,
Ontologies-based techniques for DataBases and Information Systems, pages 5.
Trondheim, 2005.
Gerd Stumme.
[doi]
[BibTeX]
Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies.
In:
P. Eklund, editor,
Concept Lattices, pages 189-207.
Springer, Berlin/Heidelberg, 2004.
Philipp Cimiano, Andreas Hotho, Gerd Stumme and Julien Tane.
[doi]
[BibTeX]
Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies.
In: P. Eklund, editor,
Concept Lattices, volume 2961, series LNAI, pages 189-207.
Springer, Heidelberg, 2004.
Philipp Cimiano, Andreas Hotho, Gerd Stumme and Julien Tane.
[doi]
[abstract]
[BibTeX]
Among many other knowledge representations formalisms, Ontologies
and Formal Concept Analysis (FCA) aim at modeling 'concepts'. We
discuss how these two formalisms may complement another from an
application point of view. In particular, we will see how FCA can
be used to support Ontology Engineering, and how ontologies can be
exploited in FCA applications. The interplay of FCA and ontologies
is studied along the life cycle of an ontology:
(i) FCA can support the building of the ontology as a
learning technique.
(ii) The established ontology can be analyzed and navigated by
using techniques of FCA.
(iii) Last but not least, the ontology may be used to improve an FCA
application.
Off to New Shores - Conceptual Knowledge Discovery and Processing.
Intl. J. Human-Comuter Studies (IJHCS), 59(3):287-325, 2003.
G. Stumme.
[doi]
[abstract]
[BibTeX]
In the last years, the main orientation of Formal Concept Analysis
(FCA) has turned from mathematics towards computer science. This
article provides a review of this new orientation and analyzes why
and how FCA and computer science attracted each other. It discusses
FCA as a knowledge representation formalism using five knowledge
representation principles provided by Davis, Shrobe, and Szolovits
(1993). It then studies how and why mathematics-based researchers
got attracted by computer science. We will argue for continuing this
trend by integrating the two research areas FCA and Ontology Engineering.
The second part of the article discusses three lines of research which
witness the new orientation of Formal Concept Analysis: FCA as a
conceptual clustering technique and its application for supporting
the merging of ontologies; the efficient computation of association
rules and the structuring of the results; and the visualization and
management of conceptual hierarchies and ontologies including its
application in an email management system.
Begriffliche Wissensverarbeitung - Methoden und Anwendungen.
Springer, Heidelberg, 2000.
Gerd Stumme and Rudolf Wille.
[doi]
[BibTeX]
Begriffliche Wissensverarbeitung: Theorie und Praxis.
Informatik--Spektrum, 23(6):357-369, 2000.
Rudolf Wille.
[doi]
[BibTeX]
Begriffliche Wissensverarbeitung: Theorie und Praxis.
Informatik Spektrum, 23(6):357-369, 2000.
Rudolf Wille.
[doi]
[BibTeX]
On-Line Analytical Processing with Conceptual Information Systems.
In: K. Tanaka and S. Ghandeharizadeh, editors,
Proc. 5th Intl. Conf. on Foundations of Data Organization (FODO'98), pages 117-126.
1998.
Short version of testumme00conceptual
Gerd Stumme.
[doi]
[BibTeX]
International Conference on Conceptual Knowledge Processing. Conference Report..
Zeitschrift für Semiotik, 18(Heft 2-3):381, 1996.
G. Stumme.
[BibTeX]
Begriffliche Wissensverarbeitung - Grundfragen und Aufgaben.
1994.
[BibTeX]
Plädoyer für eine philosophische Grundlegung der Begrifflichen Wissensverarbeitung.
In: R. Wille and M. Zickwolff, editors,
Begriffliche Wissensverarbeitung - Grundfragen und Aufgaben, pages 11-25.
B. I. -Wissenschaftsverlag, Mannheim, 1994.
Rudolf Wille.
[BibTeX]
Pl�doyer f�r eine philosophische Grundlegung der Begrifflichen Wissensverarbeitung.
In: R. Wille and M. Zickwolff, editors,
Begriffliche Wissensverarbeitung - Grundfragen und Aufgaben, pages 11-25.
B. I. -Wissenschaftsverlag, Mannheim, 1994.
Rudolf Wille.
[BibTeX]