Off to New Shores - Conceptual Knowledge Discovery and Processing.
Intl. J. Human-Comuter Studies (IJHCS), 59(3):287-325, 2003.
G. Stumme.
[doi]
[Kurzfassung]
[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.
Conceptual Clustering of Text Clusters.
In: G. Kókai und J. Zeidler
(Herausgeber):
Proc. Fachgruppentreffen Maschinelles Lernen (FGML 2002), Seiten 37-45.
2002.
A. Hotho und G. Stumme.
[doi]
[BibTeX]
Reverse Pivoting in Conceptual Information Systems..
In: H. Delugach und G. Stumme
(Herausgeber):
Conceptual Structures: Broadening the Base. , Band 2120, Reihe LNAI, Seiten 202-215.
Springer, Heidelberg, 2001.
J. Hereth und G. Stumme.
[doi]
[BibTeX]
Conceptual Clustering with Iceberg Concept Lattices.
In: R. Klinkenberg, S. Rüping, A. Fick, N. Henze, C. Herzog, R. Molitor und O. Schröder
(Herausgeber):
Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01).
Universität Dortmund 763, 2001.
G. Stumme, R. Taouil, Y. Bastide und L. Lakhal.
[doi]
[BibTeX]
Conceptual Clustering with Iceberg Concept Lattices.
In: R. Klinkenberg, S. Rüping, A. Fick, N. Henze, C. Herzog, R. Molitor und O. Schröder
(Herausgeber):
Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01).
Universität Dortmund 763, 2001.
G. Stumme, R. Taouil, Y. Bastide und L. Lakhal.
[doi]
[BibTeX]
Conceptual Information Systems Discussed Through an IT-Security Tool.
In: R. Dieng und O. Corby
(Herausgeber):
Knowledge Engineering and Knowledge Management. Methods, Models, and Tools., Band 1937, Reihe LNAI, Seiten 352-365.
Springer, Heidelberg, 2000.
K. Becker, G. Stumme, R. Wille, U. Wille und M. Zickwolff.
[doi]
[BibTeX]
CEM - A Conceptual Email Manager.
In: B. Ganter und G. W. Mineau
(Herausgeber):
Proc. ICCS 2000, Band 1867, Reihe LNAI, Seiten 438-452.
Springer, 2000.
R. Cole und G. Stumme.
[doi]
[BibTeX]
Contextual-Logic Extension of TOSCANA..
In: B. Ganter und G. W. Mineau
(Herausgeber):
Conceptual Structures: Logical, Linguistic, and Computational, Band 1867, Reihe LNAI, Seiten 453-467.
Springer, Heidelberg, 2000.
P. Eklund, B. Groh, G. Stumme und R. Wille.
[doi]
[BibTeX]
Conceptual Knowledge Discovery and Data Analysis.
In: B. Ganter und G. W. Mineau
(Herausgeber):
Conceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00, Band 1867, Reihe LNAI, Seiten 421-437.
Springer, Heidelberg, 2000.
J. Hereth, G. Stumme, R. Wille und U. Wille.
[doi]
[BibTeX]
8th International Conference on Conceptual Structures. Conference Report.
Knowledge Organization, 27(3):162, 2000.
G. Stumme.
[doi]
[BibTeX]
Conceptual On-Line Analytical Processing.
In:
K. Tanaka, S. Ghandeharizadeh und Y. Kambayashi (Herausgeber):
Information Organization and Databases, Kapitel 14, Seiten 191-203.
Kluwer, Boston-Dordrecht-London, 2000.
G. Stumme.
[doi]
[BibTeX]
Theory-Driven Logical Scaling.
In: E. F. et al
(Herausgeber):
Proc. 6th Intl. Workshop Knowledge Representation Meets Databases (KRDB'99), Band CEUR Workshop Proc. 21.
1999.
Also in: P. Lambrix et al (Eds.): Proc. Intl. Workshop on Description Logics (DL'99). CEUR Workshop Proc. 22, 1999
http://ceur-ws.org/Vol-21
S. Prediger und G. Stumme.
[doi]
[BibTeX]
Hierarchies of Conceptual Scales.
In: T. B. Gaines, R. Kremer und M. Musen
(Herausgeber):
Proc.Workshop on Knowledge Acquisition, Modeling and Management (KAW'99), Band 2, Seiten 78-95.
Banff, 1999.
G. Stumme.
[doi]
[BibTeX]
Numerical Aspects in the Data Model of Conceptual Information Systems.
In: Y. Kambayashi, D. K. Lee, E.-P. Lim, M. K. Mohania und Y. Masunaga
(Herausgeber):
Advances in Database Technologies. Proc. Intl. Workshop on Data Warehousing and, Band 1552, Reihe LNCS, Seiten 117-128.
Springer, Heidelberg, 1999.
G. Stumme und K. E. Wolff.
[doi]
[BibTeX]
International Conference on Conceptual Knowledge Processing. Conference Report..
Zeitschrift für Semiotik, 18(Heft 2-3):381, 1996.
G. Stumme.
[BibTeX]