PUMA publications for /user/stumme/FCA%20knowledge%20concepthttps://puma.uni-kassel.de/user/stumme/FCA%20knowledge%20conceptPUMA RSS feed for /user/stumme/FCA%20knowledge%20concept2024-03-28T19:02:50+01:00Attribute Exploration on the Webhttps://puma.uni-kassel.de/bibtex/245e900e280661d775d8da949baee3747/stummestumme2013-12-16T17:19:49+01:002013 acquisition analysis attribute computing concept crowdsourcing data exploration fca formal human information ir iteg knowledge l3s linked lod open retrieval search sparql web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Robert Jäschke" itemprop="url" href="/author/Robert%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sebastian Rudolph" itemprop="url" href="/author/Sebastian%20Rudolph"><span itemprop="name">S. Rudolph</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Contributions to the 11th International Conference on Formal Concept Analysis</span>, </em></span><em>Seite <span itemprop="pagination">19--34</span>. </em><em>Technische Universität Dresden, </em>(<em><span>Mai 2013<meta content="Mai 2013" itemprop="datePublished"/></span></em>)Mon Dec 16 17:19:49 CET 2013Contributions to the 11th International Conference on Formal Concept Analysismay19--34Attribute Exploration on the Web20132013 acquisition analysis attribute computing concept crowdsourcing data exploration fca formal human information ir iteg knowledge l3s linked lod open retrieval search sparql web We propose an approach for supporting attribute exploration by web information retrieval, in particular by posing appropriate queries to search engines, crowd sourcing systems, and the linked open data cloud. We discuss underlying general assumptions for this to work and the degree to which these can be taken for granted.Plädoyer für eine philosophische Grundlegung der Begrifflichen Wissensverarbeitunghttps://puma.uni-kassel.de/bibtex/24423251a98a4bba43a7ffa89c108a3fd/stummestumme2010-05-04T00:24:03+02:00FCA OntologyHandbook analysis begriffliche concept conceptual fca formal knowledge processing wissensverarbeitung <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rudolf Wille" itemprop="url" href="/author/Rudolf%20Wille"><span itemprop="name">R. Wille</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Begriffliche Wissensverarbeitung -- Grundfragen und Aufgaben</span>, </em></span><em>Seite <span itemprop="pagination">11-25</span>. </em><em>Mannheim, </em><em><span itemprop="publisher">B. I. -Wissenschaftsverlag</span>, </em>(<em><span>1994<meta content="1994" itemprop="datePublished"/></span></em>)Tue May 04 00:24:03 CEST 2010MannheimBegriffliche Wissensverarbeitung -- Grundfragen und AufgabenB. I. -Wissenschaftsverlag11-25{Plädoyer für eine philosophische Grundlegung der Begrifflichen Wissensverarbeitung}1994FCA OntologyHandbook analysis begriffliche concept conceptual fca formal knowledge processing wissensverarbeitung fcaContributions to ICCS 2005https://puma.uni-kassel.de/bibtex/2922eeab1c4a936636813e44c6b42092e/stummestumme2010-04-07T13:54:41+02:002005 Germany Kassel analysis concept conceptual conference fca formal graphs iccs knowledge l3s myown proceedings sharing structures <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Frithjof Dau" itemprop="url" href="/author/Frithjof%20Dau"><span itemprop="name">F. Dau</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Marie-Laure Mugnier" itemprop="url" href="/author/Marie-Laure%20Mugnier"><span itemprop="name">M. Mugnier</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span> (Hrsg.).
. </span><em>Kassel, </em><em><span itemprop="publisher">kassel university press</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010KasselContributions to ICCS 2005Contributions to ICCS 200520052005 Germany Kassel analysis concept conceptual conference fca formal graphs iccs knowledge l3s myown proceedings sharing structures Publications of Gerd StummeConceptual Structures: Common Semantics for Sharing Knowledge, 13th International Conference on Conceptual Structures, ICCS 2005, Kassel, Germany, July 17-22, 2005, Proceedingshttps://puma.uni-kassel.de/bibtex/2049a73d0f39efc7d4d988f262911c6f4/stummestumme2010-04-07T13:54:41+02:002005 Germany Kassel analysis concept conceptual conference fca formal graphs iccs knowledge l3s myown proceedings sharing structures <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Frithjof Dau" itemprop="url" href="/author/Frithjof%20Dau"><span itemprop="name">F. Dau</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Marie-Laure Mugnier" itemprop="url" href="/author/Marie-Laure%20Mugnier"><span itemprop="name">M. Mugnier</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span> (Hrsg.).
. </span><em>Volume 3596 von Lecture Notes in Computer Science, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010ICCSLecture Notes in Computer ScienceConceptual Structures: Common Semantics for Sharing Knowledge, 13th International Conference on Conceptual Structures, ICCS 2005, Kassel, Germany, July 17-22, 2005, Proceedings359620052005 Germany Kassel analysis concept conceptual conference fca formal graphs iccs knowledge l3s myown proceedings sharing structures Publications of Gerd StummeText Clustering Based on Background Knowledgehttps://puma.uni-kassel.de/bibtex/261d58db419af0dbc3681432588219c3d/stummestumme2010-04-07T13:54:41+02:002003 analysis background clustering concept fca formal knowledge myown ontologies semantic text web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Steffen Staab" itemprop="url" href="/author/Steffen%20Staab"><span itemprop="name">S. Staab</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><em><span itemprop="educationalUse">Technical Report</span>, </em><em>Volume 425. </em><em><span itemprop="producer">University of Karlsruhe, Institute AIFB</span>, </em>(<em><span>2003<meta content="2003" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Text Clustering Based on Background KnowledgeTechnical Report 42520032003 analysis background clustering concept fca formal knowledge myown ontologies semantic text web Text document clustering plays an important role in providing intuitive
navigation and browsing mechanisms by organizing large amounts of information
into a small number of meaningful clusters. Standard partitional or agglomerative
clustering methods efficiently compute results to this end.
However, the bag of words representation used for these clustering methods is often
unsatisfactory as it ignores relationships between important terms that do not
co-occur literally. Also, it is mostly left to the user to find out why a particular partitioning
has been achieved, because it is only specified extensionally. In order to
deal with the two problems, we integrate background knowledge into the process of
clustering text documents.
First, we preprocess the texts, enriching their representations by background knowledge
provided in a core ontology — in our application Wordnet. Then, we cluster
the documents by a partitional algorithm. Our experimental evaluation on Reuters
newsfeeds compares clustering results with pre-categorizations of news. In the experiments,
improvements of results by background knowledge compared to the baseline
can be shown for many interesting tasks.
Second, the clustering partitions the large number of documents to a relatively small
number of clusters, which may then be analyzed by conceptual clustering. In our approach,
we applied Formal Concept Analysis. Conceptual clustering techniques are
known to be too slow for directly clustering several hundreds of documents, but they
give an intensional account of cluster results. They allow for a concise description
of commonalities and distinctions of different clusters. With background knowledge
they even find abstractions like “food” (vs. specializations like “beef” or “corn”).
Thus, in our approach, partitional clustering reduces first the size of the problem
such that it becomes tractable for conceptual clustering, which then facilitates the
understanding of the results.Publications of Gerd StummeConceptual Knowledge Discovery - a Human-Centered Approachhttps://puma.uni-kassel.de/bibtex/2edffeb9bd2aaac559f2a6233dd49ae3b/stummestumme2010-04-07T13:54:41+02:002003 analysis concept conceptual discovery fca formal human kdd knowledge myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Joachim Hereth" itemprop="url" href="/author/Joachim%20Hereth"><span itemprop="name">J. Hereth</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rudolf Wille" itemprop="url" href="/author/Rudolf%20Wille"><span itemprop="name">R. Wille</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Uta Wille" itemprop="url" href="/author/Uta%20Wille"><span itemprop="name">U. Wille</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Journal of Applied Artificial Intelligence (AAI)</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">17 </span></span>(<span itemprop="issueNumber">3</span>):
<span itemprop="pagination">281-301</span></em> </span>(<em><span>2003<meta content="2003" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Journal of Applied Artificial Intelligence (AAI)3281-301Conceptual Knowledge Discovery - a Human-Centered Approach1720032003 analysis concept conceptual discovery fca formal human kdd knowledge myown In this paper we discuss Conceptual Knowledge Discovery in Databases (CKDD) as it is developing in the field of Conceptual Knowledge
Processing. Conceptual Knowledge
Processing is based on the mathematical theory of Formal Concept
Analysis which has become a successful theory for data analysis during
the last two decades. CKDD aims to support a human-centered process
of discovering knowledge from data by visualizing and analyzing
the conceptual structure of the data. We dicuss how the
management system TOSCANA for conceptual information systems
supports CKDD, and illustrate it by two applications in database
marketing and flight movement analysis. Finally, we present a
new tool for conceptual deviation discovery, Chianti.Publications of Gerd StummeUsing Ontologies and Formal Concept Analysis for Organizing Business Knowledgehttps://puma.uni-kassel.de/bibtex/28cd4f719765abd1c46d28f200327d935/stummestumme2010-04-07T13:54:41+02:002002 analysis business concept fca formal knowledge management myown ontologies semantic web wissensmanagement <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Wissensmanagement mit Referenzmodellen -- Konzepte für die Anwendungssystem- und Organisationsgestaltung</span>, </em><em><span itemprop="publisher">Physica</span>, </em><em>Heidelberg, </em></span>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergWissensmanagement mit Referenzmodellen -- Konzepte für die Anwendungssystem- und Organisationsgestaltung163-174Using Ontologies and Formal Concept Analysis for Organizing Business Knowledge20022002 analysis business concept fca formal knowledge management myown ontologies semantic web wissensmanagement Publications of Gerd StummeBegriffliche Wissensverarbeitung -- Methoden und Anwendungenhttps://puma.uni-kassel.de/bibtex/2da312496324083ee022682d70fdb22a1/stummestumme2010-04-07T13:54:41+02:002000 FCA OntologyHandbook analysis begriffliche concept conceptual engineering fca formal knowledge myown processing wissensverarbeitung <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Rudolf Wille" itemprop="url" href="/author/Rudolf%20Wille"><span itemprop="name">R. Wille</span></a></span> (Hrsg.).
. </span><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergBegriffliche Wissensverarbeitung -- Methoden und Anwendungen20002000 FCA OntologyHandbook analysis begriffliche concept conceptual engineering fca formal knowledge myown processing wissensverarbeitung Publications of Gerd StummeLevelwise Search of Frequent Patternshttps://puma.uni-kassel.de/bibtex/2a11de6a74851c7076452159d1b12489b/stummestumme2010-04-07T13:54:41+02:002000 algorithm algorithms analysis association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representations rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Bastide" itemprop="url" href="/author/Y.%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Taouil" itemprop="url" href="/author/R.%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Pasquier" itemprop="url" href="/author/N.%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Lakhal" itemprop="url" href="/author/L.%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Actes des 16ièmes Journées Bases de Données Avancées</span>, </em></span><em>Seite <span itemprop="pagination">307-322</span>. </em><em>France, </em><em><span itemprop="publisher">Blois</span>, </em>(<em><span>Oktober 2000<meta content="Oktober 2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010FranceActes des 16ièmes Journées Bases de Données AvancéesOct 24-27307-322Levelwise Search of Frequent Patterns20002000 algorithm algorithms analysis association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representations rules Publications of Gerd StummeGenerating a Condensed Representation for Association Ruleshttps://puma.uni-kassel.de/bibtex/240f59a7fa7ce5015f9ee81709db89de0/stummestumme2010-04-07T13:54:41+02:002005 OntologyHandbook analysis association closed concept condensed data discovery fca formal itegpub itemset kdd knowledge l3s mining myown representations rule rules sets <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Nicolas Pasquier" itemprop="url" href="/author/Nicolas%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rafik Taouil" itemprop="url" href="/author/Rafik%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yves Bastide" itemprop="url" href="/author/Yves%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lotfi Lakhal" itemprop="url" href="/author/Lotfi%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Journal Intelligent Information Systems (JIIS)</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">24 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">29-60</span></em> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Journal Intelligent Information Systems (JIIS)129-60Generating a Condensed Representation for Association Rules2420052005 OntologyHandbook analysis association closed concept condensed data discovery fca formal itegpub itemset kdd knowledge l3s mining myown representations rule rules sets Publications of Gerd StummeKnowledge acquisition by distributive concept explorationhttps://puma.uni-kassel.de/bibtex/281ad0b71e433513125eed3a478b28b60/stummestumme2010-04-07T13:54:41+02:001995 acquisition ag1 analysis attribute begriffsanalyse concept darmstadt distributive exploration fba fca formal formale forschungsgruppe knowledge lattices myown tu <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Conceptual structures: applications, implementation and theory</span>, </em></span><em> 954, </em><em>Berlin--Heidelberg--New~York, </em><em><span itemprop="publisher">Springer--Verlag</span>, </em>(<em><span>1995<meta content="1995" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Berlin--Heidelberg--New~YorkConceptual structures: applications, implementation and theory954Lecture Notes in Artificial IntelligenceKnowledge acquisition by distributive concept exploration19951995 acquisition ag1 analysis attribute begriffsanalyse concept darmstadt distributive exploration fba fca formal formale forschungsgruppe knowledge lattices myown tu Publications of Gerd StummeConceptual Knowledge Discovery in Databases Using Formal Concept Analysis Methodshttps://puma.uni-kassel.de/bibtex/2b960d1d34dace39052a0530ab4026e18/stummestumme2010-04-07T13:54:41+02:001998 analysis concept conceptual databases discovery fca formal knowledge myown relational <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rudolf Wille" itemprop="url" href="/author/Rudolf%20Wille"><span itemprop="name">R. Wille</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Uta Wille" itemprop="url" href="/author/Uta%20Wille"><span itemprop="name">U. Wille</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Principles of Data Mining and Knowledge Discovery Proc. 2nd European Symposium on PKDD'98</span>, </em></span><em>Volume 1510 von LNAI, </em><em>Seite <span itemprop="pagination">450-458</span>. </em><em>Heidelberg, </em>(<em><span>1998<meta content="1998" itemprop="datePublished"/></span></em>)<em>Part of hereth03conceptual.</em>Wed Apr 07 13:54:41 CEST 2010HeidelbergPrinciples of Data Mining and Knowledge Discovery Proc. 2nd European Symposium on PKDD'98{P}art of \cite{hereth03conceptual}450-458LNAIConceptual Knowledge Discovery in Databases Using Formal Concept Analysis Methods151019981998 analysis concept conceptual databases discovery fca formal knowledge myown relational Publications of Gerd StummeConceptual Structures Represented by Conceptual Graphs and Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/2162279b2ef7ec69ab0bf0dc3a7b79b18/stummestumme2010-04-07T13:54:41+02:001999 analysis cg cgs concept conceptual fca formal graphs iccs knowledge myown representation structures <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Guy Mineau" itemprop="url" href="/author/Guy%20Mineau"><span itemprop="name">G. Mineau</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rudolf Wille" itemprop="url" href="/author/Rudolf%20Wille"><span itemprop="name">R. Wille</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Conceptual Structures: Standards and Practices. Proc. ICCS '99</span>, </em></span><em>Volume 1640 von LNAI, </em><em>Seite <span itemprop="pagination">423-441</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>1999<meta content="1999" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergConceptual Structures: Standards and Practices. Proc. ICCS '99423-441LNAIConceptual Structures Represented by Conceptual Graphs and Formal Concept Analysis164019991999 analysis cg cgs concept conceptual fca formal graphs iccs knowledge myown representation structures Publications of Gerd StummeOff to New Shores -- Conceptual Knowledge Discovery and Processinghttps://puma.uni-kassel.de/bibtex/23ad5183ad5e15d93898a798bd5063194/stummestumme2010-04-07T13:54:41+02:002003 Conceptual FCA Knowledge OntologyHandbook Processing analysis concept conceptual discovery fca formal habilitation knowledge myown processing <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Intl. J. Human-Comuter Studies (IJHCS)</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">59 </span></span>(<span itemprop="issueNumber">3</span>):
<span itemprop="pagination">287-325</span></em> </span>(<em><span>September 2003<meta content="September 2003" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Intl. J. Human-Comuter Studies (IJHCS)September3287-325Off to New Shores -- Conceptual Knowledge Discovery and Processing5920032003 Conceptual FCA Knowledge OntologyHandbook Processing analysis concept conceptual discovery fca formal habilitation knowledge myown processing 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.Publications of Gerd StummeConceptual Knowledge Discovery and Data Analysishttps://puma.uni-kassel.de/bibtex/2577e0f2074bbece17498848014d14705/stummestumme2010-04-07T13:54:41+02:002000 FCA OntologyHandbook analysis ckdd concept conceptual discovery fca formal kdd knowledge myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Hereth" itemprop="url" href="/author/J.%20Hereth"><span itemprop="name">J. Hereth</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Wille" itemprop="url" href="/author/R.%20Wille"><span itemprop="name">R. Wille</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="U. Wille" itemprop="url" href="/author/U.%20Wille"><span itemprop="name">U. Wille</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Conceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00</span>, </em></span><em>Volume 1867 von LNAI, </em><em>Seite <span itemprop="pagination">421-437</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergConceptual Structures: Logical, Linguistic, and Computational Issues. Proc. ICCS '00421-437LNAIConceptual Knowledge Discovery and Data Analysis186720002000 FCA OntologyHandbook analysis ckdd concept conceptual discovery fca formal kdd knowledge myown Publications of Gerd StummeIntelligent Structuring and Reducing of Association Rules and with Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/2d93292a7637bd2061b67f4934e7dde46/stummestumme2010-04-07T13:54:41+02:002001 FCA OntologyHandbook analysis association bases closed concept condensed discovery fca formal itemsets kdd knowledge mining myown representations rule rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Taouil" itemprop="url" href="/author/R.%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Bastide" itemprop="url" href="/author/Y.%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Pasquier" itemprop="url" href="/author/N.%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Lakhal" itemprop="url" href="/author/L.%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">KI 2001: Advances in Artificial Intelligence. KI 2001</span>, </em></span><em>Volume 2174 von LNAI, </em><em>Seite <span itemprop="pagination">335-350</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2001<meta content="2001" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergKI 2001: Advances in Artificial Intelligence. KI 2001335-350LNAIIntelligent Structuring and Reducing of Association Rules and with Formal Concept Analysis217420012001 FCA OntologyHandbook analysis association bases closed concept condensed discovery fca formal itemsets kdd knowledge mining myown representations rule rules Publications of Gerd Stumme