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 - CHAP AU - Atzmueller, Martin AU - Beer, Stephanie AU - Puppe, Frank A2 - Brüggemann, Stefan A2 - d’Amato, Claudia T1 - Data Mining, Validation and Collaborative Knowledge Capture T2 - Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources. PB - IGI Global C1 - PY - 2011/ VL - IS - SP - EP - UR - DO - KW - 2011 KW - data KW - itegpub KW - mining KW - myown KW - nlp KW - textmarker 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 - BOOK AU - A2 - Atzmueller, Martin A2 - Hotho, Andreas T1 - Proceedings of the 2011 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) PB - ECML/PKDD 2011 C1 - Athens, Greece PY - 2011/ VL - IS - SP - EP - UR - DO - KW - 2011 KW - itegpub KW - mining KW - muse KW - myown KW - social KW - ubiquitous KW - workshop L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Atzmueller, Martin AU - Benz, Dominik AU - Hotho, Andreas AU - Stumme, Gerd A2 - Passant, Alexandre A2 - Fernández, Sergio A2 - Breslin, John A2 - Bojars, Uldis T1 - Towards Mining Semantic Maturity in Social Bookmarking Systems T2 - Proceedings of the 4th international workshop on Social Data on the Web (SDoW2011) PB - C1 - PY - 2011/ CY - VL - IS - SP - EP - UR - http://www.kde.cs.uni-kassel.de/pub/pdf/atzmueller2011towards.pdf DO - KW - 2011 KW - bookmarking KW - itegpub KW - maturity KW - mining KW - myown KW - pattern KW - semantic KW - social 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 - JOUR AU - Björn-Elmar Macek, Martin Atzmueller, Gerd Stumme T1 - Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers JO - PY - 2011/ VL - IS - SP - EP - UR - DO - KW - 2011 KW - analysis KW - data KW - development KW - itegpub KW - mining KW - myown 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 - CONF AU - Mitzlaff, Folke AU - Atzmueller, Martin AU - Benz, Dominik AU - Hotho, Andreas AU - Stumme, Gerd A2 - T1 - Community Assessment using Evidence Networks T2 - Analysis of Social Media and Ubiquitous Data PB - C1 - PY - 2011/ CY - VL - 6904 IS - SP - EP - UR - DO - KW - 2011 KW - community KW - itegpub KW - knowledge KW - mining KW - myown L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Scholz, Christoph AU - Doerfel, Stephan AU - Atzmueller, Martin AU - Hotho, Andreas AU - Stumme, Gerd A2 - T1 - Resource-Aware On-Line RFID Localization Using Proximity Data T2 - PB - C1 - PY - 2011/ CY - VL - IS - SP - EP - UR - DO - KW - 2011 KW - data KW - itegpub KW - learning KW - localization KW - machine KW - mining KW - myown KW - rfid 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 - BOOK AU - A2 - Atzmueller, Martin A2 - Knauf, Rainer A2 - Bode, Stephan A2 - Farooq, Qurat-Ul-Ann A2 - Riebisch, Matthias T1 - 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) PB - RWTH Aachen University C1 - PY - 2010/ VL - 646 IS - SP - EP - UR - DO - KW - 2010 KW - data KW - deris2010 KW - itegpub KW - iwk2010 KW - knowledge KW - mining KW - myown KW - proceedings L1 - SN - 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 - JOUR AU - Berendt, Bettina AU - Hotho, Andreas AU - Stumme, Gerd T1 - Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0 JO - Web Semantics: Science, Services and Agents on the World Wide Web PY - 2010/ VL - 8 IS - 2-3 SP - 95 EP - 96 UR - http://www.sciencedirect.com/science/article/B758F-4YXK4HW-1/2/4cb514565477c54160b5e6eb716c32d7 DO - DOI: 10.1016/j.websem.2010.04.008 KW - 2010 KW - data KW - introduction KW - itegpub KW - l3s KW - mining KW - myown KW - network KW - semantic KW - social KW - unik KW - web L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Kaempgen, Benedikt AU - Lemmerich, Florian AU - Atzmueller, Martin A2 - T1 - Decision-Maker-Aware Design of Descriptive Data Mining T2 - Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS) PB - C1 - PY - 2010/ CY - VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - decision KW - descriptive KW - design KW - itegpub KW - mining KW - myown L1 - SN - N1 - N1 - AB - ER - TY - CONF AU - Lemmerich, Florian AU - Atzmueller, Martin A2 - T1 - Fast Discovery of Relevant Subgroup Patterns T2 - Proc. 23rd FLAIRS Conference PB - C1 - PY - 2010/ CY - VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - itegpub KW - local KW - mining KW - myown KW - pattern L1 - SN - N1 - N1 - AB - ER - TY - JOUR AU - Weiss, Christian AU - Atzmueller, Martin T1 - EWMA Control Charts for Monitoring Binary Processes with Applications to Medical Diagnosis Data JO - Quality and Reliability Engineering PY - 2010/ VL - IS - SP - EP - UR - DO - KW - 2010 KW - data KW - itegpub KW - management KW - medical KW - mining KW - myown KW - quality L1 - SN - N1 - N1 - AB - ER - TY - JOUR AU - Hotho, Andreas AU - Stumme, Gerd T1 - Mining the World Wide Web -- Methods, Ap-

plications, and Perspectives JO - Künstliche Intelligenz PY - 2007/ VL - IS - 3 SP - 5 EP - 8 UR - http://www.kuenstliche-intelligenz.de/index.php?id=7758 DO - KW - 2007 KW - introduction KW - ir KW - itegpub KW - ki KW - mining KW - ml KW - myown KW - web L1 - SN - N1 - N1 - AB - ER - TY - GEN AU - A2 - Hotho, Andreas A2 - Stumme, Gerd T1 - Themenheft Web Mining, Künstliche Intelligenz JO - Künstliche Intelligenz PB - C1 - PY - 2007/ VL - IS - 3 SP - 5 EP - 8 UR - http://www.kuenstliche-intelligenz.de/index.php?id=7758 DO - KW - 2007 KW - introduction KW - ir KW - itegpub KW - ki KW - mining KW - ml KW - myown KW - web L1 - N1 - N1 - AB - ER - TY - BOOK AU - A2 - Ackermann, Markus A2 - Berendt, Bettina A2 - Grobelnik, Marko A2 - Hotho, Andreas A2 - Mladenic, Dunja A2 - Semeraro, Giovanni A2 - Spiliopoulou, Myra A2 - Stumme, Gerd A2 - Svatek, Vojtech A2 - van Someren, Maarten T1 - Semantics, Web and Mining PB - Springer C1 - Heidelberg PY - 2006/ VL - IS - SP - EP - UR - http://dx.doi.org/10.1007/11908678 DO - KW - 2006 KW - itegpub KW - l3s KW - mining KW - myown KW - semantic KW - semantics KW - web L1 - SN - N1 - N1 - AB - ER - TY - GEN AU - A2 - Berendt, Bettina A2 - Hotho, Andreas A2 - Mladenic, Dunja A2 - Semerano, Giovanni A2 - Spiliopoulou, Myra A2 - Stumme, Gerd A2 - van Someren, Maarten T1 - Proc. of the European Web Mining Forum 2005 JO - PB - C1 - PY - 2005/ VL - IS - SP - EP - UR - http://www.kde.cs.uni-kassel.de/ws/ewmf05 DO - KW - 2005 KW - ecml KW - european KW - ewmf KW - forum KW - itegpub KW - l3s KW - mining KW - myown KW - pkdd KW - proceedings KW - web KW - workshop L1 - N1 - N1 - AB - ER - TY - CONF AU - Berendt, Bettina AU - Hotho, Andreas AU - Stumme, Gerd A2 - Svatek, Vojtech A2 - Snasel, Vaclav T1 - Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space T2 - Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space PB - Technical University of Ostrava C1 - PY - 2005/ CY - VL - IS - SP - 1 EP - 16 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2005/berendt2005semantic.pdf DO - KW - 2005 KW - itegpub KW - l3s KW - mining KW - myown KW - semantic KW - web L1 - SN - 80-248-0864-1 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 - TY - CONF AU - Berendt, Bettina AU - Hotho, Andreas AU - Mladenic, Dunja AU - van Someren, Maarten AU - Spiliopoulou, Myra AU - Stumme, Gerd A2 - Berendt, Bettina A2 - Hotho, Andreas A2 - Mladenic, Dunja A2 - van Someren, Maarten A2 - Spiliopoulou, Myra A2 - Stumme, Gerd T1 - A Roadmap for Web Mining: From Web to Semantic Web. T2 - Web Mining: From Web to Semantic Web PB - Springer C1 - Heidelberg PY - 2004/ CY - VL - 3209 IS - SP - 1 EP - 22 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2004/berendt2004roadmap.pdf DO - KW - 2004 KW - ecml KW - ewmf KW - itegpub KW - l3s KW - mining KW - myown KW - pkdd KW - proceedings KW - roadmap KW - semantic KW - web KW - workshop L1 - SN - N1 - N1 - AB - The purpose of Web mining is to develop methods and systems for discovering models of objects and processes on the World Wide Web and for web-based systems that show adaptive performance. Web Mining integrates three parent areas: Data Mining (we use this term here also for the closely related areas of Machine Learning and Knowledge Discovery), Internet technology and World Wide Web, and for the more recent Semantic Web. The World Wide Web has made an enormous amount of information electronically accessible. The use of email, news and markup languages like HTML allow users to publish and read documents at a world-wide scale and to communicate via chat connections, including information in the form of images and voice records. The HTTP protocol that enables access to documents over the network via Web browsers created an immense improvement in communication and access to information. For some years these possibilities were used mostly in the scientific world but recent years have seen an immense growth in popularity, supported by the wide availability of computers and broadband communication. The use of the internet for other tasks than finding information and direct communication is increasing, as can be seen from the interest in ldquoe-activitiesrdquo such as e-commerce, e-learning, e-government, e-science. ER - TY - CHAP AU - Berendt, Bettina AU - Hotho, Andreas AU - Stumme, Gerd A2 - Kargupta, Hillol A2 - Joshi, Anupam A2 - Sivakumar, Krishnamoorthy A2 - Yesha, Yelena T1 - Usage Mining for and on the Semantic Web T2 - Data Mining Next Generation Challenges and Future Directions PB - AAAI Press C1 - Boston PY - 2004/ VL - IS - SP - 461 EP - 481 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2004/berendt04usage.pdf DO - KW - 2004 KW - itegpub KW - l3s KW - mining KW - myown KW - semantic KW - usage KW - web L1 - SN - 0-262-61203-8 N1 - N1 - AB - Semantic Web Mining aims at combining the two fast-developing

research areas Semantic Web and Web Mining.

Web Mining aims at discovering insights about the meaning of Web

resources and their usage. Given the primarily syntactical nature

of data Web mining operates on, the discovery of meaning is

impossible based on these data only. Therefore, formalizations of

the semantics of Web resources and navigation behavior are

increasingly being used. This fits exactly with the aims of the

Semantic Web: the Semantic Web enriches the WWW by

machine-processable information which supports the user in his

tasks. In this paper, we discuss the interplay of the Semantic Web

with Web Mining, with a specific focus on usage mining. ER - TY - GEN AU - A2 - Berendt, Bettina A2 - Hotho, Andreas A2 - Mladenic, Dunja A2 - van Someren, Maarten A2 - Spiliopoulou, Myra A2 - Stumme, Gerd T1 - Web Mining: From Web to Semantic Web, First European Web

Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September

22, 2003, Revised Selected and Invited Papers JO - PB - Springer C1 - Heidelberg PY - 2004/ VL - 3209 IS - SP - EP - UR - http://springerlink.metapress.com/content/unvvag26dttf/ DO - KW - 2004 KW - ecml KW - itegpub KW - l3s KW - mining KW - myown KW - pkdd KW - proceedings KW - semantic KW - web KW - workshop L1 - N1 - N1 - AB - ER -