TY - CONF AU - Atzmueller, Martin A2 - T1 - Analysis of Communities in Social Media T2 - Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011) PB - ACM Press C1 - Glasgow, Scotland, UK PY - 2011/ CY - VL - IS - SP - EP - UR - DO - KW - 2011 KW - collective KW - communities KW - community KW - data KW - discovery KW - intelligence KW - itegpub KW - knowledge KW - mining KW - myown L1 - SN - N1 - N1 - AB - ER - TY - CHAP AU - Atzmueller, Martin A2 - McCarthy, Philip M. A2 - Boonthum, Chutima T1 - Data Mining T2 - Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution. PB - IGI Global C1 - PY - 2011/ VL - IS - SP - EP - UR - DO - KW - 2011 KW - data KW - discovery KW - itegpub KW - knowledge KW - mining KW - myown KW - nlp KW - text L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Mitzlaff, Folke A2 - T1 - Efficient Descriptive Community Mining T2 - Proc. 24th Intl. FLAIRS Conference PB - AAAI Press C1 - PY - 2011/ CY - VL - IS - SP - EP - UR - DO - KW - 2011 KW - COMMUNE KW - community KW - discovery KW - itegpub KW - myown KW - social KW - venus L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Doerfel, Stephan AU - Hotho, Andreas AU - Mitzlaff, Folke AU - Stumme, Gerd A2 - T1 - Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players T2 - Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011 PB - C1 - to appear PY - 2011/ CY - VL - IS - SP - EP - UR - DO - KW - 2011 KW - analysis KW - community KW - discovery KW - itegpub KW - knowledge KW - mining KW - myown L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Lemmerich, Florian A2 - T1 - VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery T2 - Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation PB - C1 - PY - 2011/ CY - VL - IS - SP - EP - UR - DO - KW - 2011 KW - client KW - data KW - discovery KW - environment KW - intelligent KW - itegpub KW - mining KW - myown KW - pattern KW - rich KW - subgroup KW - vikamine L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Lemmerich, Florian AU - Atzmueller, Martin A2 - T1 - Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining T2 - Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011) PB - IEEE Computer Society C1 - PY - 2011/ CY - VL - IS - SP - EP - UR - DO - KW - 2011 KW - data KW - discovery KW - itegpub KW - knowledge KW - mining KW - myown KW - pattern KW - social L1 - SN - N1 - N1 - AB - ER - TY - BOOK AU - A2 - Atzmueller, Martin A2 - Hotho, Andreas T1 - Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010) PB - ECML/PKDD 2010 C1 - Barcelona, Spain PY - 2010/ VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - discovery KW - itegpub KW - knowledge KW - mining KW - muse KW - myown KW - social KW - ubiquitous KW - workshop L1 - SN - N1 - N1 - AB - ER - TY - BOOK AU - A2 - Atzmueller, Martin A2 - Benz, Dominik A2 - Hotho, Andreas A2 - Stumme, Gerd T1 - Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität PB - Department of Electrical Engineering/Computer Science, Kassel University C1 - PY - 2010/ VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - discovery KW - itegpub KW - knowledge KW - l3s KW - lwa KW - mining KW - myown L1 - SN - N1 - N1 - AB - ER - TY - RPRT AU - Atzmueller, Martin AU - Roth-Berghofer, Thomas A2 - T1 - Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered PB - Deutsches Forschungszentrum für Künstliche Intelligenz AD - PY - 2010/ VL - IS - RR-10-02 SP - EP - UR - DO - KW - 2010 KW - data KW - design KW - discovery KW - explanation-aware KW - itegpub KW - knowledge KW - mining KW - myown L1 - N1 - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Roth-Berghofer, Thomas A2 - T1 - The Mining and Analysis Continuum of Explaining Uncovered T2 - Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010) PB - C1 - PY - 2010/ CY - VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - discovery KW - explanation-aware KW - itegpub KW - knowledge KW - mining KW - myown L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Roth-Berghofer, Thomas A2 - T1 - Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining T2 - Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010 PB - C1 - PY - 2010/ CY - VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - discovery KW - explanation-aware KW - itegpub KW - knowledge KW - mining KW - myown KW - social KW - software L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Mitzlaff, Folke A2 - T1 - Towards Mining Descriptive Community Patterns T2 - Workshop on Mining Patterns and Subgroups PB - Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award C1 - PY - 2010/ CY - VL - IS - SP - EP - UR - DO - KW - 2010 KW - COMMUNE KW - community KW - data KW - discovery KW - itegpub KW - mining KW - myown KW - sna KW - social L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Beer, Stephanie A2 - T1 - Validation of Mixed-Structured Data Using Pattern Mining and Information Extraction T2 - Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS) PB - University of Ilmenau C1 - PY - 2010/ CY - VL - IS - SP - EP - UR - DO - KW - 2010 KW - discovery KW - extraction KW - information KW - itegpub KW - mining KW - myown KW - subgroup KW - textmarker KW - vikamine L1 - SN - N1 - N1 - AB - ER - TY - GEN AU - Lakhal, Lotfi AU - Stumme, Gerd A2 - Ganter, Bernhard A2 - Stumme, Gerd A2 - Wille, Rudolf T1 - Efficient Mining of Association Rules Based on Formal Concept Analysis JO - PB - Springer C1 - Heidelberg PY - 2005/ VL - 3626 IS - SP - 180 EP - 195 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf DO - KW - 2005 KW - analysis KW - association KW - book KW - closed KW - concept KW - condensed KW - data KW - discovery KW - fca KW - formal KW - itegpub KW - itemsets KW - kdd KW - knowledge KW - l3s KW - mining KW - myown KW - representations KW - rules L1 - N1 - N1 - AB - 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. ER - TY - JOUR AU - Pasquier, Nicolas AU - Taouil, Rafik AU - Bastide, Yves AU - Stumme, Gerd AU - Lakhal, Lotfi T1 - Generating a Condensed Representation for Association Rules JO - Journal Intelligent Information Systems (JIIS) PY - 2005/ VL - 24 IS - 1 SP - 29 EP - 60 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf DO - KW - 2005 KW - OntologyHandbook KW - analysis KW - association KW - closed KW - concept KW - condensed KW - data KW - discovery KW - fca KW - formal KW - itegpub KW - itemset KW - kdd KW - knowledge KW - l3s KW - mining KW - myown KW - representations KW - rule KW - rules KW - sets L1 - SN - N1 - alpha N1 - AB - ER -