PUMA publications for /author/Dmitry%20I.%20Ignatovhttps://puma.uni-kassel.de/author/Dmitry%20I.%20IgnatovPUMA RSS feed for /author/Dmitry%20I.%20Ignatov2024-03-29T15:00:29+01:00Formal concept analysis in knowledge processing: A survey on applicationshttps://puma.uni-kassel.de/bibtex/2fdfbf5941c34042ddcb5fbbb58bfe9c1/stephandoerfelstephandoerfel2014-11-27T17:01:49+01:00survey fca literature <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jonas Poelmans" itemprop="url" href="/author/Jonas%20Poelmans"><span itemprop="name">J. Poelmans</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dmitry I. Ignatov" itemprop="url" href="/author/Dmitry%20I.%20Ignatov"><span itemprop="name">D. Ignatov</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sergei O. Kuznetsov" itemprop="url" href="/author/Sergei%20O.%20Kuznetsov"><span itemprop="name">S. Kuznetsov</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Guido Dedene" itemprop="url" href="/author/Guido%20Dedene"><span itemprop="name">G. Dedene</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>Expert Systems with Applications</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">40 </span></span>(<span itemprop="issueNumber">16</span>):
<span itemprop="pagination">6538 - 6560</span></em> </span>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)Thu Nov 27 17:01:49 CET 2014Expert Systems with Applications 166538 - 6560Formal concept analysis in knowledge processing: A survey on applications 402013survey fca literature Abstract This is the second part of a large survey paper in which we analyze recent literature on Formal Concept Analysis (FCA) and some closely related disciplines using FCA. We collected 1072 papers published between 2003 and 2011 mentioning terms related to Formal Concept Analysis in the title, abstract and keywords. We developed a knowledge browsing environment to support our literature analysis process. We use the visualization capabilities of \{FCA\} to explore the literature, to discover and conceptually represent the main research topics in the \{FCA\} community. In this second part, we zoom in on and give an extensive overview of the papers published between 2003 and 2011 which applied FCA-based methods for knowledge discovery and ontology engineering in various application domains. These domains include software mining, web analytics, medicine, biology and chemistry data. Formal concept analysis in knowledge processing: A survey on applicationsFormal Concept Analysis in knowledge processing: A survey on models and techniqueshttps://puma.uni-kassel.de/bibtex/2ba0e43c2318a5433d9a3d9a253dea6ca/stephandoerfelstephandoerfel2014-11-27T17:01:22+01:00survey fca literature <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jonas Poelmans" itemprop="url" href="/author/Jonas%20Poelmans"><span itemprop="name">J. Poelmans</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sergei O. Kuznetsov" itemprop="url" href="/author/Sergei%20O.%20Kuznetsov"><span itemprop="name">S. Kuznetsov</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dmitry I. Ignatov" itemprop="url" href="/author/Dmitry%20I.%20Ignatov"><span itemprop="name">D. Ignatov</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Guido Dedene" itemprop="url" href="/author/Guido%20Dedene"><span itemprop="name">G. Dedene</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>Expert Systems with Applications</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">40 </span></span>(<span itemprop="issueNumber">16</span>):
<span itemprop="pagination">6601 - 6623</span></em> </span>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)Thu Nov 27 17:01:22 CET 2014Expert Systems with Applications 166601 - 6623Formal Concept Analysis in knowledge processing: A survey on models and techniques 402013survey fca literature Abstract This is the first part of a large survey paper in which we analyze recent literature on Formal Concept Analysis (FCA) and some closely related disciplines using FCA. We collected 1072 papers published between 2003 and 2011 mentioning terms related to Formal Concept Analysis in the title, abstract and keywords. We developed a knowledge browsing environment to support our literature analysis process. We use the visualization capabilities of \{FCA\} to explore the literature, to discover and conceptually represent the main research topics in the \{FCA\} community. In this first part, we zoom in on and give an extensive overview of the papers published between 2003 and 2011 on developing FCA-based methods for knowledge processing. We also give an overview of the literature on \{FCA\} extensions such as pattern structures, logical concept analysis, relational concept analysis, power context families, fuzzy FCA, rough FCA, temporal and triadic concept analysis and discuss scalability issues. Formal Concept Analysis in knowledge processing: A survey on models and techniquesSemi-automated knowledge discovery: identifying and profiling human traffickinghttps://puma.uni-kassel.de/bibtex/29bb41c50dd5333f94a807482489c0732/jaeschkejaeschke2012-10-23T08:30:26+02:00concept formal analysis fca kdd <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jonas Poelmans" itemprop="url" href="/author/Jonas%20Poelmans"><span itemprop="name">J. Poelmans</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Paul Elzinga" itemprop="url" href="/author/Paul%20Elzinga"><span itemprop="name">P. Elzinga</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dmitry I. Ignatov" itemprop="url" href="/author/Dmitry%20I.%20Ignatov"><span itemprop="name">D. Ignatov</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sergei O. Kuznetsov" itemprop="url" href="/author/Sergei%20O.%20Kuznetsov"><span itemprop="name">S. Kuznetsov</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>International Journal of General Systems</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">41 </span></span>(<span itemprop="issueNumber">8</span>):
<span itemprop="pagination">774--804</span></em> </span>(<em><span>2012<meta content="2012" itemprop="datePublished"/></span></em>)Tue Oct 23 08:30:26 CEST 2012International Journal of General Systems8774--804Semi-automated knowledge discovery: identifying and profiling human trafficking412012concept formal analysis fca kdd We propose an iterative and human-centred knowledge discovery methodology based on formal concept analysis. The proposed approach recognizes the important role of the domain expert in mining real-world enterprise applications and makes use of specific domain knowledge, including human intelligence and domain-specific constraints. Our approach was empirically validated at the Amsterdam-Amstelland police to identify suspects and victims of human trafficking in 266,157 suspicious activity reports. Based on guidelines of the Attorney Generals of the Netherlands, we first defined multiple early warning indicators that were used to index the police reports. Using concept lattices, we revealed numerous unknown human trafficking and loverboy suspects. In-depth investigation by the police resulted in a confirmation of their involvement in illegal activities resulting in actual arrestments been made. Our human-centred approach was embedded into operational policing practice and is now successfully used on a daily basis to cope with the vastly growing amount of unstructured information.Formal concept analysis 10th International Conference, ICFCA 2012, Leuven, Belgium, May 7-10, 2012. Proceedingshttps://puma.uni-kassel.de/bibtex/21165c61ea9c11811918c29fb06ba514a/stephandoerfelstephandoerfel2012-08-31T23:41:17+02:00leuven proceedings icfca 2012 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="International Conference on Formal Concept Analysis" itemprop="url" href="/author/International%20Conference%20on%20Formal%20Concept%20Analysis"><span itemprop="name">I. on Formal Concept Analysis</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Florent Domenach" itemprop="url" href="/author/Florent%20Domenach"><span itemprop="name">F. Domenach</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dmitry I. Ignatov" itemprop="url" href="/author/Dmitry%20I.%20Ignatov"><span itemprop="name">D. Ignatov</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jonas Poelmans" itemprop="url" href="/author/Jonas%20Poelmans"><span itemprop="name">J. Poelmans</span></a></span>. </span><em>Berlin; New York, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2012<meta content="2012" itemprop="datePublished"/></span></em>)Fri Aug 31 23:41:17 CEST 2012Berlin; New YorkFormal concept analysis 10th International Conference, ICFCA 2012, Leuven, Belgium, May 7-10, 2012. Proceedings2012leuven proceedings icfca 2012 Formal Concept Analysis