Stumme, G.: Off to New Shores - Conceptual Knowledge Discovery and Processing. In: Intl. J. Human-Comuter Studies (IJHCS) 59 (2003), Nr. 3, S. 287-325
[Volltext]
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 = {2003, Conceptual, FCA, Knowledge, OntologyHandbook, Processing, analysis, concept, conceptual, discovery, fca, formal, habilitation, knowledge, myown, 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.}
}
Wille, R.: Begriffliche Wissensverarbeitung: Theorie und Praxis. In: Informatik--Spektrum 23 (2000), Nr. 6, S. 357-369
[Volltext]
@article{wille00begriffliche,
author = {Wille, Rudolf},
title = {Begriffliche Wissensverarbeitung: Theorie und Praxis},
journal = {Informatik--Spektrum},
year = {2000},
volume = {23},
number = {6},
pages = {357-369},
url = {http://dblp.uni-trier.de/db/journals/insk/insk23.html#Wille00},
keywords = {FCA, OntologyHandbook, analysis, begriffsanalyse, concept, conceptual, fca, formal, formale, knowledge, processing, wissensverarbeitung}
}
Wille, R.: Begriffliche Wissensverarbeitung: Theorie und Praxis. In: Informatik Spektrum 23 (2000), Nr. 6, S. 357-369
[Volltext]
@article{wille00begriffliche,
author = {Wille, Rudolf},
title = {Begriffliche Wissensverarbeitung: Theorie und Praxis},
journal = {Informatik Spektrum},
year = {2000},
volume = {23},
number = {6},
pages = {357-369},
url = {http://dblp.uni-trier.de/db/journals/insk/insk23.html#Wille00},
keywords = {analysis, begriffsanalyse, concept, conceptual, fca, formal, formale, knowledge, processing, wissensverarbeitung}
}
Stumme, G.: On-Line Analytical Processing with Conceptual Information Systems. In: Tanaka, K. & Ghandeharizadeh, S. (Hrsg.): Proc. 5th Intl. Conf. on Foundations of Data Organization (FODO'98). 1998, S. 117-126
[Volltext]
@inproceedings{stumme98online,
author = {Stumme, Gerd},
title = {On-Line Analytical Processing with Conceptual Information Systems},
editor = {Tanaka, K. and Ghandeharizadeh, S.},
booktitle = {Proc. 5th Intl. Conf. on Foundations of Data Organization (FODO'98)},
year = {1998},
pages = {117-126},
note = {Short version of testumme00conceptual},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/1998/FODO98.pdf},
keywords = {1998, OntologyHandbook, analysis, analytical, concept, conceptual, fca, formal, myown, olap, online, processing}
}
Wille, R. & Zickwolff, M. (Hrsg.): Begriffliche Wissensverarbeitung - Grundfragen und Aufgaben. Mannheim: B.I.-Wissenschaftsverlag, 1994
@book{wille94begriffliche,,
title = {Begriffliche Wissensverarbeitung -- Grundfragen und Aufgaben},
editor = {Wille, R. and Zickwolff, M.},
publisher = {B.I.-Wissenschaftsverlag},
address = {Mannheim},
year = {1994},
keywords = {analysis, begriffliche, begriffsanalyse, concept, conceptual, fca, formal, formale, knowledge, processing, wissensverarbeitung}
}
Wille, R.: Pl�doyer f�r eine philosophische Grundlegung der Begrifflichen Wissensverarbeitung. In: Wille, R. & Zickwolff, M. (Hrsg.): Begriffliche Wissensverarbeitung - Grundfragen und Aufgaben. Mannheim: B. I. -Wissenschaftsverlag, 1994, S. 11-25
@inproceedings{wille94plaedoyer,
author = {Wille, Rudolf},
title = {Pl�doyer f�r eine philosophische Grundlegung der Begrifflichen Wissensverarbeitung},
editor = {Wille, R. and Zickwolff, M.},
booktitle = {Begriffliche Wissensverarbeitung -- Grundfragen und Aufgaben},
journal = {B. I. -Wissenschaftsverlag},
publisher = {B. I. -Wissenschaftsverlag},
address = {Mannheim},
year = {1994},
pages = {11-25},
keywords = {FCA, OntologyHandbook, analysis, begriffliche, concept, conceptual, fca, formal, knowledge, processing, wissensverarbeitung}
}