@inproceedings{Atzmueller:11b, author = {Atzmueller, Martin}, title = {Analysis of Communities in Social Media}, booktitle = {Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011)}, publisher = {ACM Press}, address = {Glasgow, Scotland, UK}, year = {2011}, keywords = {2011, collective, communities, community, data, discovery, intelligence, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Atzmueller, Martin %B = Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011) %C = Glasgow, Scotland, UK %D = 2011 %I = ACM Press %T = Analysis of Communities in Social Media

@incollection{Atzmueller:11, author = {Atzmueller, Martin}, title = {Data Mining}, editor = {McCarthy, Philip M. and Boonthum, Chutima}, booktitle = {Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution.}, publisher = {IGI Global}, year = {2011}, keywords = {2011, data, discovery, itegpub, knowledge, mining, myown, nlp, text} }

%0 = incollection %A = Atzmueller, Martin %B = Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution. %D = 2011 %I = IGI Global %T = Data Mining

@inproceedings{ADHMS:11, author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd}, title = {Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players}, booktitle = {Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011}, address = {to appear}, year = {2011}, keywords = {2011, analysis, community, discovery, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd %B = Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011 %C = to appear %D = 2011 %T = Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players

@inproceedings{LA:11MSM, author = {Lemmerich, Florian and Atzmueller, Martin}, title = {Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining}, booktitle = {Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011)}, publisher = {IEEE Computer Society}, year = {2011}, keywords = {2011, data, discovery, itegpub, knowledge, mining, myown, pattern, social} }

%0 = inproceedings %A = Lemmerich, Florian and Atzmueller, Martin %B = Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011) %D = 2011 %I = IEEE Computer Society %T = Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining

@inproceedings{mitzlaff2011community, author = {Mitzlaff, Folke and Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, title = {Community Assessment using Evidence Networks}, booktitle = {Analysis of Social Media and Ubiquitous Data}, series = {LNAI}, year = {2011}, volume = {6904}, keywords = {2011, community, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Mitzlaff, Folke and Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd %B = Analysis of Social Media and Ubiquitous Data %D = 2011 %T = Community Assessment using Evidence Networks

@book{AH:10,, title = {Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)}, editor = {Atzmueller, Martin and Hotho, Andreas}, publisher = {ECML/PKDD 2010}, address = {Barcelona, Spain}, year = {2010}, keywords = {2010, data, discovery, itegpub, knowledge, mining, muse, myown, social, ubiquitous, workshop} }

%0 = book %C = Barcelona, Spain %D = 2010 %I = ECML/PKDD 2010 %T = Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)

@book{ABHS:10,, title = {Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität}, editor = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, series = {Technical report (KIS), 2010-10}, publisher = {Department of Electrical Engineering/Computer Science, Kassel University}, year = {2010}, keywords = {2010, data, discovery, itegpub, knowledge, l3s, lwa, mining, myown} }

%0 = book %D = 2010 %I = Department of Electrical Engineering/Computer Science, Kassel University %T = Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität

@techreport{AR:10c, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, title = {Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered}, year = {2010}, number = {RR-10-02}, keywords = {2010, data, design, discovery, explanation-aware, itegpub, knowledge, mining, myown} }

%0 = techreport %A = Atzmueller, Martin and Roth-Berghofer, Thomas %B = } %C = %D = 2010 %I = %T = Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered} %U =

@book{AKBFR:10,, title = {The IWK2010 Workshops: DERIS2010 and EMDT2010. Proceedings of the IWK2010 Workshops: International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2010) and the First International Workshop on Evolution Support for Model-Based Development and Testing (EMDT2010)}, editor = {Atzmueller, Martin and Knauf, Rainer and Bode, Stephan and Farooq, Qurat-Ul-Ann and Riebisch, Matthias}, series = {CEUR-WS}, publisher = {RWTH Aachen University}, year = {2010}, volume = {646}, keywords = {2010, data, deris2010, itegpub, iwk2010, knowledge, mining, myown, proceedings} }

%0 = book %D = 2010 %I = RWTH Aachen University %T = The IWK2010 Workshops: DERIS2010 and EMDT2010. Proceedings of the IWK2010 Workshops: International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2010) and the First International Workshop on Evolution Support for Model-Based Development and Testing (EMDT2010)

@inproceedings{AR:10a, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, title = {The Mining and Analysis Continuum of Explaining Uncovered}, booktitle = {Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010)}, year = {2010}, keywords = {2010, data, discovery, explanation-aware, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Atzmueller, Martin and Roth-Berghofer, Thomas %B = Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010) %D = 2010 %T = The Mining and Analysis Continuum of Explaining Uncovered

@inproceedings{AR:10b, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, title = {Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining}, booktitle = {Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010}, year = {2010}, keywords = {2010, data, discovery, explanation-aware, itegpub, knowledge, mining, myown, social, software} }

%0 = inproceedings %A = Atzmueller, Martin and Roth-Berghofer, Thomas %B = Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010 %D = 2010 %T = Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining

Association rules are a popular knowledge discovery technique for
rehouse basket analysis. They indicate which items of the
rehouse are frequently bought together. The problem of association
le mining has first been stated in 1993. Five years later, several
search groups discovered that this problem has a strong connection
Formal Concept Analysis (FCA). In this survey, we will first
troduce some basic ideas of this connection along a specific
gorithm, and show how FCA helps in reducing the number
resulting rules without loss of information, before giving a
neral overview over the history and state of the art of applying
A for association rule mining.

@inbook{lakhal2005efficient, author = {Lakhal, Lotfi and Stumme, Gerd}, title = {Efficient Mining of Association Rules Based on Formal Concept Analysis}, editor = {Ganter, Bernhard and Stumme, Gerd and Wille, Rudolf}, booktitle = {Formal Concept Analysis: Foundations and Applications}, series = {LNAI}, publisher = {Springer}, address = {Heidelberg}, year = {2005}, volume = {3626}, pages = {180-195}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf}, keywords = {2005, analysis, association, book, closed, concept, condensed, data, discovery, fca, formal, itegpub, itemsets, kdd, knowledge, l3s, mining, myown, representations, rules}, abstract = {Association rules are a popular knowledge discovery technique for warehouse basket analysis. They indicate which items of the warehouse are frequently bought together. The problem of association rule mining has first been stated in 1993. Five years later, several research groups discovered that this problem has a strong connection to Formal Concept Analysis (FCA). In this survey, we will first introduce some basic ideas of this connection along a specific algorithm, and show how FCA helps in reducing the number of resulting rules without loss of information, before giving a general overview over the history and state of the art of applying FCA for association rule mining.} }

%0 = inbook %A = Lakhal, Lotfi and Stumme, Gerd %B = Formal Concept Analysis: Foundations and Applications} %C = Heidelberg %D = 2005 %I = Springer %T = Efficient Mining of Association Rules Based on Formal Concept Analysis} %U = http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf

@article{pasquier2005generating, author = {Pasquier, Nicolas and Taouil, Rafik and Bastide, Yves and Stumme, Gerd and Lakhal, Lotfi}, title = {Generating a Condensed Representation for Association Rules}, journal = {Journal Intelligent Information Systems (JIIS)}, publisher = {Kluwer Academic Publishers}, year = {2005}, volume = {24}, number = {1}, pages = {29-60}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf}, keywords = {2005, OntologyHandbook, analysis, association, closed, concept, condensed, data, discovery, fca, formal, itegpub, itemset, kdd, knowledge, l3s, mining, myown, representations, rule, rules, sets} }

%0 = article %A = Pasquier, Nicolas and Taouil, Rafik and Bastide, Yves and Stumme, Gerd and Lakhal, Lotfi %D = 2005 %I = Kluwer Academic Publishers %T = Generating a Condensed Representation for Association Rules %U = http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf

@inproceedings{stumme05conceptual, author = {Stumme, Gerd}, title = {Conceptual Knowledge Processing (Invited Talk)}, editor = {Collard, Martine and Cavarero, Jean-Louis}, booktitle = {Ontologies-based techniques for DataBases and Information Systems}, address = {Trondheim}, year = {2005}, pages = {5}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/stumme2005some_slides.pdf}, keywords = {2005, conceptual, fca, itegpub, knowledge, l3s, myown, ontologies, processing} }

%0 = inproceedings %A = Stumme, Gerd %B = Ontologies-based techniques for DataBases and Information Systems %C = Trondheim %D = 2005 %T = Conceptual Knowledge Processing (Invited Talk) %U = http://www.kde.cs.uni-kassel.de/stumme/papers/2005/stumme2005some_slides.pdf

@inproceedings{cimiano2004concept, author = {Cimiano, Philipp and Hotho, Andreas and Stumme, Gerd and Tane, Julien}, title = {Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies}, editor = {Eklund, Peter}, booktitle = {Concept Lattices}, series = {LNAI}, publisher = {Springer}, address = {Heidelberg}, year = {2004}, volume = {2961}, pages = {189-207}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2004/cimiano2004concept.pdf}, isbn = {3-540-23258-3}, keywords = {2004, ckp, conceptual, fca, itegpub, knowledge, l3s, myown, ontologies, processing} }

%0 = inproceedings %A = Cimiano, Philipp and Hotho, Andreas and Stumme, Gerd and Tane, Julien %B = Concept Lattices %C = Heidelberg %D = 2004 %I = Springer %T = Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies %U = http://www.kde.cs.uni-kassel.de/stumme/papers/2004/cimiano2004concept.pdf