| J |
Stumme, G.
(2003):
Off to New Shores - Conceptual Knowledge Discovery and Processing.
In: Intl. J. Human-Comuter Studies (IJHCS),
Ausgabe/Number: 3,
Vol. 59,
Erscheinungsjahr/Year: 2003.
Seiten/Pages: 287-325.
[Volltext] [Kurzfassung] [BibTeX]
[Endnote]
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.
@article{stumme03off,
author = {Stumme, G.},
title = {Off to New Shores -- Conceptual Knowledge Discovery and Processing},
journal = {Intl. J. Human-Comuter Studies (IJHCS)},
year = {2003},
volume = {59},
number = {3},
pages = {287-325},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2003/stumme2003off.pdf},
keywords = {concept, 2003, discovery, OntologyHandbook, analysis, myown, Conceptual, knowledge, Knowledge, conceptual, formal, Processing, FCA, habilitation, fca, processing},
abstract = {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.}
}
%0 = article
%A = Stumme, G.
%D = 2003
%T = Off to New Shores -- Conceptual Knowledge Discovery and Processing
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2003/stumme2003off.pdf
|
| P |
Hotho, A. & Stumme, G.
(2002):
Conceptual Clustering of Text Clusters.
In: Proc. Fachgruppentreffen Maschinelles Lernen (FGML 2002),
[Volltext]
[BibTeX][Endnote]
@inproceedings{hotho02conceptualclustering,
author = {Hotho, A. and Stumme, G.},
title = {Conceptual Clustering of Text Clusters},
editor = {Kókai, G. and Zeidler, J.},
booktitle = {Proc. Fachgruppentreffen Maschinelles Lernen (FGML 2002)},
year = {2002},
pages = {37-45},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2002/FGML02.pdf},
keywords = {conceptual, concept, formal, text, clustering, 2002, analysis, fca, myown}
}
%0 = inproceedings
%A = Hotho, A. and Stumme, G.
%B = Proc. Fachgruppentreffen Maschinelles Lernen (FGML 2002)
%D = 2002
%T = Conceptual Clustering of Text Clusters
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2002/FGML02.pdf
|
| P |
Hereth, J. & Stumme, G.
(2001):
Reverse Pivoting in Conceptual Information Systems..
In: Conceptual Structures: Broadening the Base. ,
Heidelberg.
[Volltext]
[BibTeX][Endnote]
@inproceedings{hereth01reverse,
author = {Hereth, J. and Stumme, G.},
title = {Reverse Pivoting in Conceptual Information Systems.},
editor = {Delugach, H. and Stumme, G.},
booktitle = {Conceptual Structures: Broadening the Base. },
series = {LNAI},
publisher = {Springer},
address = {Heidelberg},
year = {2001},
volume = {2120},
pages = {202-215},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2001/ICCS01.pdf},
keywords = {pivoting, information, systems, conceptual, concept, formal, toscana, 2001, analysis, fca, myown, reverse}
}
%0 = inproceedings
%A = Hereth, J. and Stumme, G.
%B = Conceptual Structures: Broadening the Base.
%C = Heidelberg
%D = 2001
%I = Springer
%T = Reverse Pivoting in Conceptual Information Systems.
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2001/ICCS01.pdf
|
| P |
Stumme, G.; Taouil, R.; Bastide, Y. & Lakhal, L.
(2001):
Conceptual Clustering with Iceberg Concept Lattices.
In: Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01),
Universität Dortmund 763.
[Volltext]
[BibTeX][Endnote]
@inproceedings{stumme01conceptualclustering,
author = {Stumme, G. and Taouil, R. and Bastide, Y. and Lakhal, L.},
title = {Conceptual Clustering with Iceberg Concept Lattices},
editor = {Klinkenberg, R. and Rüping, S. and Fick, A. and Henze, N. and Herzog, C. and Molitor, R. and Schröder, O.},
booktitle = {Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01)},
address = {Universität Dortmund 763},
year = {2001},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2001/FGML01.pdf},
keywords = {concept, iceberg, discovery, analysis, kdd, myown, lattices, knowledge, formal, closed, conceptual, clustering, itemsets, 2001, fca}
}
%0 = inproceedings
%A = Stumme, G. and Taouil, R. and Bastide, Y. and Lakhal, L.
%B = Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01)
%C = Universität Dortmund 763
%D = 2001
%T = Conceptual Clustering with Iceberg Concept Lattices
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2001/FGML01.pdf
|
| P |
Stumme, G.; Taouil, R.; Bastide, Y. & Lakhal, L.
(2001):
Conceptual Clustering with Iceberg Concept Lattices.
In: Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01),
Universität Dortmund 763.
[Volltext]
[BibTeX][Endnote]
@inproceedings{stumme01conceptualclustering,
author = {Stumme, G. and Taouil, R. and Bastide, Y. and Lakhal, L.},
title = {Conceptual Clustering with Iceberg Concept Lattices},
editor = {Klinkenberg, R. and Rüping, S. and Fick, A. and Henze, N. and Herzog, C. and Molitor, R. and Schröder, O.},
booktitle = {Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01)},
address = {Universität Dortmund 763},
year = {2001},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2001/FGML01.pdf},
keywords = {concept, iceberg, discovery, analysis, kdd, lattices, knowledge, formal, closed, conceptual, clustering, itemsets, 2001, fca}
}
%0 = inproceedings
%A = Stumme, G. and Taouil, R. and Bastide, Y. and Lakhal, L.
%B = Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01)
%C = Universität Dortmund 763
%D = 2001
%T = Conceptual Clustering with Iceberg Concept Lattices
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2001/FGML01.pdf
|
| P |
Becker, K.; Stumme, G.; Wille, R.; Wille, U. & Zickwolff, M.
(2000):
Conceptual Information Systems Discussed Through an IT-Security Tool.
In: Knowledge Engineering and Knowledge Management. Methods, Models, and Tools.,
Heidelberg.
[Volltext]
[BibTeX][Endnote]
@inproceedings{becker00conceptual,
author = {Becker, K. and Stumme, G. and Wille, R. and Wille, U. and Zickwolff, M.},
title = {Conceptual Information Systems Discussed Through an IT-Security Tool},
editor = {Dieng, R. and Corby, O.},
booktitle = {Knowledge Engineering and Knowledge Management. Methods, Models, and Tools.},
series = {LNAI},
publisher = {Springer},
address = {Heidelberg},
year = {2000},
volume = {1937},
pages = {352-365},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2000/EKAW00.pdf},
keywords = {information, systems, concept, it, OntologyHandbook, analysis, myown, lattices, conceptual, formal, security, system, fca, 2000, triadic}
}
%0 = inproceedings
%A = Becker, K. and Stumme, G. and Wille, R. and Wille, U. and Zickwolff, M.
%B = Knowledge Engineering and Knowledge Management. Methods, Models, and Tools.
%C = Heidelberg
%D = 2000
%I = Springer
%T = Conceptual Information Systems Discussed Through an IT-Security Tool
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2000/EKAW00.pdf
|
| P |
Cole, R. & Stumme, G.
(2000):
CEM - A Conceptual Email Manager.
In: Proc. ICCS 2000,
[Volltext]
[BibTeX][Endnote]
@inproceedings{CS00,
author = {Cole, R. and Stumme, G.},
title = {CEM - A Conceptual Email Manager},
editor = {Ganter, B. and Mineau, G. W.},
booktitle = {Proc. ICCS 2000},
series = {LNAI},
publisher = {Springer},
year = {2000},
volume = {1867},
pages = {438--452},
url = {citeseer.nj.nec.com/cole00cem.html},
keywords = {email, conceptual, manager, cem}
}
%0 = inproceedings
%A = Cole, R. and Stumme, G.
%B = Proc. ICCS 2000
%D = 2000
%I = Springer
%T = CEM - A Conceptual Email Manager
%U = citeseer.nj.nec.com/cole00cem.html
|
| P |
Eklund, P.; Groh, B.; Stumme, G. & Wille, R.
(2000):
Contextual-Logic Extension of TOSCANA..
In: Conceptual Structures: Logical, Linguistic, and Computational,
Heidelberg.
[Volltext]
[BibTeX][Endnote]
@inproceedings{eklund00contextual,
author = {Eklund, P. and Groh, B. and Stumme, G. and Wille, R.},
title = {Contextual-Logic Extension of TOSCANA.},
editor = {Ganter, B. and Mineau, G. W.},
booktitle = {Conceptual Structures: Logical, Linguistic, and Computational},
series = {LNAI},
publisher = {Springer},
address = {Heidelberg},
year = {2000},
volume = {1867},
pages = {453-467},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2000/ICCS_toscanaextension.pdf},
keywords = {concept, graphs, toscana, analysis, iccs, myown, formal, graph, cg, conceptual, 2000, fca, cgs}
}
%0 = inproceedings
%A = Eklund, P. and Groh, B. and Stumme, G. and Wille, R.
%B = Conceptual Structures: Logical, Linguistic, and Computational
%C = Heidelberg
%D = 2000
%I = Springer
%T = Contextual-Logic Extension of TOSCANA.
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2000/ICCS_toscanaextension.pdf
|
| P |
Hereth, J.; Stumme, G.; Wille, R. & Wille, U.
(2000):
Conceptual Knowledge Discovery and Data Analysis.
In: Conceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00,
Heidelberg.
[Volltext]
[BibTeX][Endnote]
@inproceedings{hereth2000conceptual,
author = {Hereth, J. and Stumme, G. and Wille, R. and Wille, U.},
title = {Conceptual Knowledge Discovery and Data Analysis},
editor = {Ganter, B. and Mineau, G. W.},
booktitle = {Conceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00},
series = {LNAI},
publisher = {Springer},
address = {Heidelberg},
year = {2000},
volume = {1867},
pages = {421-437},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2000/P2092_ICCS00_kdd.pdf},
keywords = {concept, discovery, OntologyHandbook, ckdd, analysis, kdd, myown, knowledge, formal, conceptual, FCA, 2000, fca}
}
%0 = inproceedings
%A = Hereth, J. and Stumme, G. and Wille, R. and Wille, U.
%B = Conceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00
%C = Heidelberg
%D = 2000
%I = Springer
%T = Conceptual Knowledge Discovery and Data Analysis
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2000/P2092_ICCS00_kdd.pdf
|
| J |
Stumme, G.
(2000):
8th International Conference on Conceptual Structures. Conference Report.
In: Knowledge Organization,
Ausgabe/Number: 3,
Vol. 27,
Erscheinungsjahr/Year: 2000.
Seiten/Pages: 162.
[Volltext] [BibTeX]
[Endnote]
@article{stumme008thinternational,
author = {Stumme, G.},
title = {8th International Conference on Conceptual Structures. Conference Report},
journal = {Knowledge Organization},
year = {2000},
volume = {27},
number = {3},
pages = {162},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2000/ConferenceReportICCS00.pdf},
keywords = {graphs, concept, analysis, iccs, myown, lattices, structures, fcacgs, formal, cg, conceptual, report, conference, 2000}
}
%0 = article
%A = Stumme, G.
%D = 2000
%T = 8th International Conference on Conceptual Structures. Conference Report
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2000/ConferenceReportICCS00.pdf
|
| I |
Stumme, G.
(2000):
Conceptual On-Line Analytical Processing.
In: Information Organization and Databases.
Hrsg./Editors: Tanaka, K.; Ghandeharizadeh, S. & Kambayashi, Y.
Verlag/Publisher: Kluwer,
Boston-Dordrecht-London.
Erscheinungsjahr/Year: 2000.
Seiten/Pages: 191-203.
[Volltext] [BibTeX]
[Endnote]
@incollection{stumme00conceptual,
author = {Stumme, G.},
title = {Conceptual On-Line Analytical Processing},
editor = {Tanaka, K. and Ghandeharizadeh, S. and Kambayashi, Y.},
booktitle = {Information Organization and Databases},
publisher = {Kluwer},
address = {Boston-Dordrecht-London},
year = {2000},
pages = {191-203},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2000/Kluwer00.ps},
keywords = {conceptual, concept, formal, olap, analysis, 2000, fca, myown, data}
}
%0 = incollection
%A = Stumme, G.
%B = Information Organization and Databases
%C = Boston-Dordrecht-London
%D = 2000
%I = Kluwer
%T = Conceptual On-Line Analytical Processing
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/2000/Kluwer00.ps
|
| P |
Prediger, S. & Stumme, G.
(1999):
Theory-Driven Logical Scaling.
In: Proc. 6th Intl. Workshop Knowledge Representation Meets Databases (KRDB'99),
[Volltext]
[BibTeX][Endnote]
@inproceedings{prediger99theory,
author = {Prediger, S. and Stumme, G.},
title = {Theory-Driven Logical Scaling},
editor = {et al, E. Franconi},
booktitle = {Proc. 6th Intl. Workshop Knowledge Representation Meets Databases (KRDB'99)},
year = {1999},
volume = {CEUR Workshop Proc. 21},
note = {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},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/1999/KRDB99.pdf},
keywords = {1999, conceptual, concept, formal, analysis, fca, myown, scaling, lattices}
}
%0 = inproceedings
%A = Prediger, S. and Stumme, G.
%B = Proc. 6th Intl. Workshop Knowledge Representation Meets Databases (KRDB'99)
%D = 1999
%T = Theory-Driven Logical Scaling
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/1999/KRDB99.pdf
|
| P |
Stumme, G.
(1999):
Hierarchies of Conceptual Scales.
In: Proc.Workshop on Knowledge Acquisition, Modeling and Management (KAW'99),
[Volltext]
[BibTeX][Endnote]
@inproceedings{stumme99hierarchies,
author = {Stumme, G.},
title = {Hierarchies of Conceptual Scales},
editor = {Gaines, T. B. and Kremer, R. and Musen, M.},
booktitle = {Proc.Workshop on Knowledge Acquisition, Modeling and Management (KAW'99)},
publisher = {Banff},
year = {1999},
volume = {2},
pages = {78-95},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/1999/KAW99.pdf},
keywords = {1999, conceptual, concept, formal, ontologies, analysis, fca, myown, scaling, lattices}
}
%0 = inproceedings
%A = Stumme, G.
%B = Proc.Workshop on Knowledge Acquisition, Modeling and Management (KAW'99)
%D = 1999
%I = Banff
%T = Hierarchies of Conceptual Scales
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/1999/KAW99.pdf
|
| P |
Stumme, G. & Wolff, K. E.
(1999):
Numerical Aspects in the Data Model of Conceptual Information Systems.
In: Advances in Database Technologies. Proc. Intl. Workshop on Data Warehousing and,
Heidelberg.
[Volltext]
[BibTeX][Endnote]
@inproceedings{stumme99numerical,
author = {Stumme, G. and Wolff, K. E.},
title = {Numerical Aspects in the Data Model of Conceptual Information Systems},
editor = {Kambayashi, Y. and Lee, Dik Kun and Lim, Ee-Peng and Mohania, M. K. and Masunaga, Y.},
booktitle = {Advances in Database Technologies. Proc. Intl. Workshop on Data Warehousing and},
series = {LNCS},
publisher = {Springer},
address = {Heidelberg},
year = {1999},
volume = {1552},
pages = {117-128},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/1998/ER98.pdf},
keywords = {information, 1999, systems, conceptual, concept, formal, numerical, toscana, analysis, fca, myown, scaling}
}
%0 = inproceedings
%A = Stumme, G. and Wolff, K. E.
%B = Advances in Database Technologies. Proc. Intl. Workshop on Data Warehousing and
%C = Heidelberg
%D = 1999
%I = Springer
%T = Numerical Aspects in the Data Model of Conceptual Information Systems
%U = http://www.kde.cs.uni-kassel.de/stumme/papers/1998/ER98.pdf
|
| J |
Stumme, G.
(1996):
International Conference on Conceptual Knowledge Processing. Conference Report..
In: Zeitschrift für Semiotik,
Ausgabe/Number: Heft 2-3,
Vol. 18,
Erscheinungsjahr/Year: 1996.
Seiten/Pages: 381.
[BibTeX]
[Endnote]
@article{stummei96international,
author = {Stumme, G.},
title = {International Conference on Conceptual Knowledge Processing. Conference Report.},
journal = {Zeitschrift für Semiotik},
year = {1996},
volume = {18},
number = {Heft 2-3},
pages = {381},
keywords = {conceptual, concept, formal, 1996, analysis, conference, report, fca, processing, myown, knowledge}
}
%0 = article
%A = Stumme, G.
%D = 1996
%T = International Conference on Conceptual Knowledge Processing. Conference Report.
|