Journal articles
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.
Conference articles
Conceptual Information Systems Discussed Through an IT-Security Tool.
In: R. Dieng and O. Corby, editors,
Knowledge Engineering and Knowledge Management. Methods, Models, and Tools., volume 1937, series LNAI, pages 352-365.
Springer, Heidelberg, 2000.
K. Becker, G. Stumme, R. Wille, U. Wille and M. Zickwolff.
[doi]
[BibTeX]
Conceptual Knowledge Discovery and Data Analysis.
In: B. Ganter and G. W. Mineau, editors,
Conceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00, volume 1867, series LNAI, pages 421-437.
Springer, Heidelberg, 2000.
J. Hereth, G. Stumme, R. Wille and U. Wille.
[doi]
[BibTeX]
Conference proceedings
Begriffliche Wissensverarbeitung - Methoden und Anwendungen.
Springer, Heidelberg, 2000.
Gerd Stumme and Rudolf Wille.
[doi]
[BibTeX]
Journal articles
Begriffliche Wissensverarbeitung: Theorie und Praxis.
Informatik--Spektrum, 23(6):357-369, 2000.
Rudolf Wille.
[doi]
[BibTeX]
Conference articles
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]
Concept Exploration - A Tool for Creating and Exploring Conceptual Hierarchies.
In: D. Lukose, H. Delugach, M. Keeler, L. Searle and J. F. Sowa, editors,
Conceptual Structures: Fulfilling Peirce's Dream. Proc. ICCS'97, volume 1257, series LNAI.
Springer, Berlin, 1997.
Gerd Stumme.
[doi]
[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]