@inproceedings{atzmueller2013subgroup,
  address = {Prague, Czech Republic},
  author = {Atzmueller, Martin and Mueller, Juergen},
  booktitle = {{Proceedings of the International Workshop on Mining Ubiquitous and Social Environments (MUSE2013)}},
  interhash = {339aa18b5a6047ea4005f6c6a48b9bb6},
  intrahash = {56661bf6212e1e5ab839640fdfba09b6},
  title = {{Subgroup Analytics and Interactive Assessment on Ubiquitous Data}},
  year = 2013
}

@inproceedings{AL:12a,
  address = {Heidelberg, Germany},
  author = {Atzmueller, Martin and Lemmerich, Florian},
  booktitle = {Proc. ECML/PKDD 2012: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. accepted},
  interhash = {6f00bb468dbc49b2adf426302bcf39f6},
  intrahash = {e2aac1cdeabeeb4568e2ef4ffe9464d2},
  publisher = {Springer Verlag},
  title = {{VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics}},
  url = {http://www.kde.cs.uni-kassel.de/atzmueller/paper/atzmueller-vikamine2-ecml-pkdd-2012.pdf},
  year = 2012
}

@incollection{BAESSG:12,
  abstract = {To facilitate user-centered software engineering, developers need an easy to grasp understanding of the user. The use of personas helps to keep specific user needs in mind during the design process. Technology acceptance is of particular interest for the design of innovative applications previously unknown to potential users. Therefore, our research focuses on defining a typology of relevant user characteristics with respect to technology acceptance and transferring those findings to the description of personas. The presented work focuses on the statistical relationship between technology acceptance and personality. We apply sub-group discovery as a statistical tool. Based on the statistically derived subgroups and patterns we define the mentioned personas to help developers to understand different forms of technology acceptance. By integrating the specifically defined personas into existing methods in the field of software engineering the feasibility of the presented approach is demonstrated.},
  address = {Heidelberg, Germany},
  author = {Behrenbruch, Kay and Atzmueller, Martin and Evers, Christoph and Schmidt, Ludger and Stumme, Gerd and Geihs, Kurt},
  booktitle = {Human-Centred Software Engineering},
  interhash = {1e609af1021c5acbb5db78444c52a9e9},
  intrahash = {847830846b80d4507aa4b93d1c8deb83},
  pages = {259--266 },
  publisher = {Springer},
  series = {LNCS},
  title = {{A Personality Based Design Approach Using Subgroup Discovery}},
  volume = 7623,
  year = 2012
}

@article{pasquier2005generating,
  author = {Pasquier, Nicolas and Taouil, Rafik and Bastide, Yves and Stumme, Gerd and Lakhal, Lotfi},
  comment = {alpha},
  interhash = {cb0ee99fae39f2a5e0af5be9d97978f5},
  intrahash = {40f59a7fa7ce5015f9ee81709db89de0},
  journal = {Journal Intelligent Information Systems (JIIS)},
  number = 1,
  pages = {29-60},
  publisher = {Kluwer Academic Publishers},
  title = {Generating a Condensed Representation for Association Rules},
  url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf},
  volume = 24,
  year = 2005
}

@inbook{lakhal2005efficient,
  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, \titanic, 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.},
  address = {Heidelberg},
  author = {Lakhal, Lotfi and Stumme, Gerd},
  booktitle = {Formal Concept Analysis: Foundations and Applications},
  editor = {Ganter, Bernhard and Stumme, Gerd and Wille, Rudolf},
  ee = {http://dx.doi.org/10.1007/11528784_10},
  interhash = {f5777a0f9dccfcf4f9968119d77297fc},
  intrahash = {2b350f817428e4c6c7259cd279815091},
  pages = {180-195},
  publisher = {Springer},
  series = {LNAI},
  title = {Efficient Mining of Association Rules Based on Formal Concept Analysis},
  url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf},
  volume = 3626,
  year = 2005
}

@inproceedings{AB:10,
  author = {Atzmueller, Martin and Beer, Stephanie},
  booktitle = {Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS)},
  interhash = {7e80a6b45a723165b02d8e33581da64e},
  intrahash = {a735dbe20e7e04c577c3eb4e67ebede2},
  publisher = {University of Ilmenau},
  title = {Validation of Mixed-Structured Data Using Pattern Mining and Information Extraction},
  year = 2010
}

@inproceedings{AR:10a,
  author = {Atzmueller, Martin and Roth-Berghofer, Thomas},
  booktitle = {Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010)},
  interhash = {cd60e1435e394de7edde93e76c04795f},
  intrahash = {18d53f93993aff7d941de9df7089bd4b},
  title = {The Mining and Analysis Continuum of Explaining Uncovered},
  year = 2010
}

@inproceedings{AR:10b,
  author = {Atzmueller, Martin and Roth-Berghofer, Thomas},
  booktitle = {Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010},
  interhash = {7dab16aeb2f5567ca898435afde31a4f},
  intrahash = {d958a4e9a180a47b82c279a727ac53a5},
  title = {Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining},
  year = 2010
}

@techreport{AR:10c,
  author = {Atzmueller, Martin and Roth-Berghofer, Thomas},
  institution = {Deutsches Forschungszentrum f\"ur K\"unstliche Intelligenz},
  interhash = {d3123967ce044a28cbd287098022b609},
  intrahash = {8d48df8503de54b5ce138a85a1db60bd},
  number = {RR-10-02},
  title = {Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered},
  year = 2010
}

@book{ABHS:10,
  editor = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd},
  interhash = {9815398a19b44982b6e1b406d1eea00c},
  intrahash = {060c675871a5e2173af200bd12f6f3ff},
  publisher = {Department of Electrical Engineering/Computer Science, Kassel University},
  series = {Technical report (KIS), 2010-10},
  title = {{Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivit\"at}},
  year = 2010
}

@incollection{Atzmueller:11,
  author = {Atzmueller, Martin},
  booktitle = {Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution.},
  editor = {McCarthy, Philip M. and Boonthum, Chutima},
  interhash = {b7d700872f84e545b714b9cc59b0c188},
  intrahash = {c930dbfed60e5a6d20e8785181f42feb},
  publisher = {IGI Global},
  title = {Data Mining},
  year = 2011
}

@book{AH:10,
  address = {Barcelona, Spain},
  editor = {Atzmueller, Martin and Hotho, Andreas},
  interhash = {7260d64afa0eadf785be450646aec5c4},
  intrahash = {684691da3230424a4b6aef804cd27579},
  publisher = {ECML/PKDD 2010},
  title = {{Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)}},
  year = 2010
}

@inproceedings{atzmueller2010towards,
  author = {Atzmueller, Martin and Mitzlaff, Folke},
  booktitle = {Workshop on Mining Patterns and Subgroups},
  interhash = {3669737df3d351bf27636b9dc07c13ee},
  intrahash = {2f61938116e8b239fbff58520ecc284c},
  publisher = {Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award},
  title = {{Towards Mining Descriptive Community Patterns}},
  year = 2010
}

@inproceedings{ADHMS:11,
  address = {to appear},
  author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd},
  booktitle = {Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011},
  interhash = {49e97def917e352ca21ab2e3eb7bd88a},
  intrahash = {1fe037ea2712b205c564243d67840059},
  title = {{Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players}},
  year = 2011
}

@inproceedings{atzmueller2011vikamine,
  author = {Atzmueller, Martin and Lemmerich, Florian},
  booktitle = {Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation},
  interhash = {79b076947a2b7c00e234adf840a7636c},
  intrahash = {56521f54efa8a332927a512bafcd8042},
  title = {VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery},
  year = 2011
}

@inproceedings{LA:11MSM,
  author = {Lemmerich, Florian and Atzmueller, Martin},
  booktitle = {Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011)},
  interhash = {c2b76c00f7f484d6f46b361a9f0336cf},
  intrahash = {222ccbe9b3a900091c4148e2a93fff81},
  publisher = {IEEE Computer Society},
  title = {Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining},
  year = 2011
}

@inproceedings{Atzmueller:11b,
  address = {Glasgow, Scotland, UK},
  author = {Atzmueller, Martin},
  booktitle = {Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011)},
  interhash = {bb01236a8a7dd36a09c79a2fa81c7b96},
  intrahash = {00063fadb503f4efbdfabf7f4c2f269f},
  publisher = {ACM Press},
  title = {Analysis of Communities in Social Media},
  year = 2011
}

@inproceedings{atzmueller2011facetoface,
  author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd},
  booktitle = {Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011},
  interhash = {49e97def917e352ca21ab2e3eb7bd88a},
  intrahash = {1fe037ea2712b205c564243d67840059},
  title = {Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players},
  year = 2011
}

@incollection{Fayyad:1996:DMK:257938.257942,
  acmid = {257942},
  address = {Menlo Park, CA, USA},
  author = {Fayyad, Usama M. and Piatetsky-Shapiro, Gregory and Smyth, Padhraic},
  chapter = {From data mining to knowledge discovery: an overview},
  editor = {Fayyad, Usama M. and Piatetsky-Shapiro, Gregory and Smyth, Padhraic and Uthurusamy, Ramasamy},
  interhash = {e62d85a492bbc917f43a5d9c8b775189},
  intrahash = {d0b54b224b992e51d892d0f06d45cf6b},
  isbn = {0-262-56097-6},
  numpages = {34},
  pages = {1--34},
  publisher = {American Association for Artificial Intelligence},
  title = {Advances in knowledge discovery and data mining},
  url = {http://portal.acm.org/citation.cfm?id=257938.257942},
  year = 1996
}

@book{ABHS:10,
  editor = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd},
  interhash = {9815398a19b44982b6e1b406d1eea00c},
  intrahash = {060c675871a5e2173af200bd12f6f3ff},
  publisher = {Department of Electrical Engineering/Computer Science, Kassel University},
  series = {Technical report (KIS), 2010-10},
  title = {{Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivit\"at}},
  year = 2010
}