@proceedings{conf/ht/2010msmmuse, added-at = {2012-01-27T10:51:13.000+0100}, biburl = {http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/atzmueller}, booktitle = {MSM/MUSE}, editor = {Atzmueller, Martin and Hotho, Andreas and Strohmaier, Markus and Chin, Alvin}, ee = {http://dx.doi.org/10.1007/978-3-642-23599-3}, interhash = {2be9c4f31fd94e24d902520195b653d3}, intrahash = {4cf42ebabd9a670c70bee456affda285}, isbn = {978-3-642-23598-6}, keywords = {2011 analysis data itegpub media myown social ubiquitous}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2012-01-27T10:51:13.000+0100}, title = {Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers}, url = {http://dblp.uni-trier.de/db/conf/ht/msmmuse2010.html}, volume = 6904, year = 2011 } @article{DBLP:journals/pik/KJASHKE11, added-at = {2012-01-26T10:54:10.000+0100}, author = {Krohn, Michael and Klein, Niklas and Jandt, Silke and Atzmueller, Martin and Scholz, Christoph and Hoffmann, Holger and Kniewel, Romy and Evers, Christoph}, bibsource = {DBLP, http://dblp.uni-trier.de}, biburl = {http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/atzmueller}, ee = {http://dx.doi.org/10.1515/piko.2011.047}, interhash = {c9297b37141336c13b390af883273660}, intrahash = {cb16be899e3a5f45892ed91a405b2b76}, journal = {Praxis der Informationsverarbeitung und Kommunikation}, keywords = {2011 data discovery itegpub mining myown}, number = 4, pages = {238-240}, timestamp = {2012-01-26T10:54:10.000+0100}, title = {Das Forschungszentrum für Informationstechnik-Gestaltung (ITeG)}, volume = 34, year = 2011 } @inproceedings{conf/chi/LeskovecHK10, added-at = {2011-11-26T23:30:28.000+0100}, author = {Leskovec, Jure and Huttenlocher, Daniel P. and Kleinberg, Jon M.}, biburl = {http://www.bibsonomy.org/bibtex/20a997134321fd638004dde9108da6848/atzmueller}, booktitle = {CHI}, crossref = {conf/chi/2010}, editor = {Mynatt, Elizabeth D. and Schoner, Don and Fitzpatrick, Geraldine and Hudson, Scott E. and Edwards, W. Keith and Rodden, Tom}, ee = {http://doi.acm.org/10.1145/1753326.1753532}, interhash = {0ab5f7257d9ac3677803b15a5ec2c0c4}, intrahash = {0a997134321fd638004dde9108da6848}, isbn = {978-1-60558-929-9}, keywords = {data dblp discovery media mining social socialnetworks}, pages = {1361-1370}, publisher = {ACM}, timestamp = {2011-11-26T23:30:28.000+0100}, title = {Signed networks in social media.}, url = {http://dblp.uni-trier.de/db/conf/chi/chi2010.html#LeskovecHK10}, year = 2010 } @inproceedings{conf/candt/SmithSMRBDCPG09, added-at = {2011-11-26T23:23:19.000+0100}, author = {Smith, Marc A. and Shneiderman, Ben and Milic-Frayling, Natasa and Rodrigues, Eduarda Mendes and Barash, Vladimir and Dunne, Cody and Capone, Tony and Perer, Adam and Gleave, Eric}, biburl = {http://www.bibsonomy.org/bibtex/294ba3a586ff0e139fce95a30a605f067/atzmueller}, booktitle = {C&T}, crossref = {conf/candt/2009}, editor = {Carroll, John M.}, ee = {http://doi.acm.org/10.1145/1556460.1556497}, interhash = {db980cf32d95be85b967642d18f6257d}, intrahash = {94ba3a586ff0e139fce95a30a605f067}, isbn = {978-1-60558-713-4}, keywords = {data dblp discovery mining sna social}, pages = {255-264}, publisher = {ACM}, timestamp = {2011-11-26T23:23:19.000+0100}, title = {Analyzing (social media) networks with NodeXL.}, url = {http://dblp.uni-trier.de/db/conf/candt/candt2009.html#SmithSMRBDCPG09}, year = 2009 } @inproceedings{Atzmueller:11b, added-at = {2011-11-13T08:27:10.000+0100}, address = {Glasgow, Scotland, UK}, author = {Atzmueller, Martin}, biburl = {http://www.bibsonomy.org/bibtex/200063fadb503f4efbdfabf7f4c2f269f/atzmueller}, booktitle = {Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011)}, interhash = {bb01236a8a7dd36a09c79a2fa81c7b96}, intrahash = {00063fadb503f4efbdfabf7f4c2f269f}, keywords = {2011 analysis collective communities community data discovery intelligence itegpub knowledge mining myown}, pages = {35-36}, publisher = {ACM Press}, timestamp = {2011-11-13T08:27:10.000+0100}, title = {Analysis of Communities in Social Media}, year = 2011 } @inproceedings{LA:11MSM, added-at = {2011-10-14T23:14:53.000+0200}, author = {Lemmerich, Florian and Atzmueller, Martin}, biburl = {http://www.bibsonomy.org/bibtex/2222ccbe9b3a900091c4148e2a93fff81/atzmueller}, booktitle = {Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011)}, interhash = {c2b76c00f7f484d6f46b361a9f0336cf}, intrahash = {222ccbe9b3a900091c4148e2a93fff81}, keywords = {2011 data discovery itegpub knowledge mining myown pattern social}, publisher = {IEEE Computer Society}, timestamp = {2011-10-14T23:14:53.000+0200}, title = {Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining}, year = 2011 } @proceedings{bjrnelmarmacek2011profile, added-at = {2011-10-14T23:12:53.000+0200}, address = {Boston, MA, USA}, author = {{Björn-Elmar Macek, Martin Atzmueller, Gerd Stumme}}, biburl = {http://www.bibsonomy.org/bibtex/28ad9a4592710e41d9d7fb9eba0cee79c/atzmueller}, interhash = {1af59b6893ebc053e42bca152000c0a1}, intrahash = {8ad9a4592710e41d9d7fb9eba0cee79c}, keywords = {2011 analysis data development itegpub mining myown}, publisher = {IEEE Computer Society}, timestamp = {2011-10-14T23:12:53.000+0200}, title = {Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers}, volume = {Proc. IEEE SocialCom}, year = 2011 } @inproceedings{atzmueller2011vikamine, added-at = {2011-10-14T23:10:21.000+0200}, author = {Atzmueller, Martin and Lemmerich, Florian}, biburl = {http://www.bibsonomy.org/bibtex/256521f54efa8a332927a512bafcd8042/atzmueller}, booktitle = {Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation}, interhash = {79b076947a2b7c00e234adf840a7636c}, intrahash = {56521f54efa8a332927a512bafcd8042}, keywords = {2011 client data discovery environment intelligent itegpub mining myown pattern rich subgroup vikamine}, timestamp = {2011-10-14T23:10:21.000+0200}, title = {VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery}, year = 2011 } @inproceedings{Liu:2009:TR:1526709.1526757, abstract = {Social media sharing web sites like Flickr allow users to annotate images with free tags, which significantly facilitate Web image search and organization. However, the tags associated with an image generally are in a random order without any importance or relevance information, which limits the effectiveness of these tags in search and other applications. In this paper, we propose a tag ranking scheme, aiming to automatically rank the tags associated with a given image according to their relevance to the image content. We first estimate initial relevance scores for the tags based on probability density estimation, and then perform a random walk over a tag similarity graph to refine the relevance scores. Experimental results on a 50, 000 Flickr photo collection

show that the proposed tag ranking method is both effective and efficient. We also apply tag ranking into three applications: (1) tag-based image search, (2) tag recommendation, and (3) group recommendation, which demonstrates that the proposed tag ranking approach really boosts the performances of social-tagging related applications.}, acmid = {1526757}, added-at = {2011-08-14T06:32:26.000+0200}, address = {New York, NY, USA}, author = {Liu, Dong and Hua, Xian-Sheng and Yang, Linjun and Wang, Meng and Zhang, Hong-Jiang}, biburl = {http://www.bibsonomy.org/bibtex/2ebe29b5c3ed7a2f70b8f4078be0d0aad/atzmueller}, booktitle = {Proceedings of the 18th international conference on World wide web}, description = {Tag ranking}, doi = {10.1145/1526709.1526757}, interhash = {252b9dbe98e7bba1d77be07b109d109c}, intrahash = {ebe29b5c3ed7a2f70b8f4078be0d0aad}, isbn = {978-1-60558-487-4}, keywords = {data folksonomy mining ranking tag}, location = {Madrid, Spain}, numpages = {10}, pages = {351--360}, publisher = {ACM}, series = {WWW '09}, timestamp = {2011-08-14T06:32:26.000+0200}, title = {Tag ranking}, url = {http://doi.acm.org/10.1145/1526709.1526757}, year = 2009 } @inproceedings{DBLP:conf/pkdd/ADHSS11, added-at = {2011-06-27T12:47:41.000+0200}, address = {Heidelberg, Germany}, author = {Scholz, Christoph and Doerfel, Stephan and Atzmueller, Martin and Hotho, Andreas and Stumme, Gerd}, biburl = {http://www.bibsonomy.org/bibtex/297f510d52b1d49c57e96d63f61510f14/atzmueller}, booktitle = {Proceedings of the ECML/PKDD 2011}, interhash = {d81c55cdcdf8ee331595bbb4d6fd51d6}, intrahash = {97f510d52b1d49c57e96d63f61510f14}, keywords = {2011 data itegpub learning localization machine mining myown rfid}, pages = {129--144}, publisher = {Springer Verlag}, timestamp = {2011-06-27T12:47:41.000+0200}, title = {Resource-Aware On-Line RFID Localization Using Proximity Data}, year = 2011 } @incollection{ABP:11, added-at = {2011-06-27T12:42:55.000+0200}, author = {Atzmueller, Martin and Beer, Stephanie and Puppe, Frank}, biburl = {http://www.bibsonomy.org/bibtex/22a1e0ccae60b8c0a677dc46f804541a5/atzmueller}, booktitle = {Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources.}, editor = {Brüggemann, Stefan and d’Amato, Claudia}, interhash = {9c0d3f10e985d8654d8a2eae39121ef2}, intrahash = {2a1e0ccae60b8c0a677dc46f804541a5}, keywords = {2012 data itegpub mining myown nlp textmarker}, publisher = {IGI Global}, timestamp = {2011-06-27T12:42:55.000+0200}, title = {{Data Mining, Validation and Collaborative Knowledge Capture}}, year = 2012 } @book{russell2011mining, added-at = {2011-04-29T07:20:32.000+0200}, asin = {1449388345}, author = {Russell, Matthew A.}, biburl = {http://www.bibsonomy.org/bibtex/298a986480b01b9c3dad8e4ff96b8ce80/atzmueller}, description = {Mining the Social Web: Analyzing Data from Facebook, Twitter, LinkedIn, and Other Social Media Sites: Amazon.de: Matthew A. Russell: Englische Bücher}, dewey = {006.312}, ean = {9781449388348}, edition = 1, interhash = {473cd5a8f02f20202eaf33ee3712f1ab}, intrahash = {98a986480b01b9c3dad8e4ff96b8ce80}, isbn = {9781449388348}, keywords = {data examples mining online python sna social}, publisher = {O'Reilly Media}, timestamp = {2011-04-29T07:20:32.000+0200}, title = {Mining the Social Web: Analyzing Data from Facebook, Twitter, LinkedIn, and Other Social Media Sites}, url = {http://www.amazon.de/Mining-Social-Web-Analyzing-Facebook/dp/1449388345/ref=sr_1_1?ie=UTF8&qid=1303984667&sr=8-1}, year = 2011 } @article{journals/corr/abs-1006-1260, added-at = {2011-01-04T13:15:56.000+0100}, author = {Isella, Lorenzo and Stehlé, Juliette and Barrat, Alain and Cattuto, Ciro and Pinton, Jean-François and den Broeck, Wouter Van}, biburl = {http://www.bibsonomy.org/bibtex/24097cd0b7c779219379937da9c4820f2/atzmueller}, ee = {http://arxiv.org/abs/1006.1260}, interhash = {4a20da6d41e4c1e86e8c04c47b22237c}, intrahash = {4097cd0b7c779219379937da9c4820f2}, journal = {CoRR}, keywords = {analysis data mining social venus}, note = {informal publication}, timestamp = {2011-01-04T13:15:56.000+0100}, title = {What's in a Crowd? Analysis of Face-to-Face Behavioral Networks}, url = {http://dblp.uni-trier.de/db/journals/corr/corr1006.html#abs-1006-1260}, volume = {abs/1006.1260}, year = 2010 } @inproceedings{AM:10, added-at = {2011-01-01T11:31:51.000+0100}, author = {Atzmueller, Martin and Mitzlaff, Folke}, biburl = {http://www.bibsonomy.org/bibtex/22f61938116e8b239fbff58520ecc284c/atzmueller}, booktitle = {Workshop on Mining Patterns and Subgroups}, description = {Awarded with the Best Discovery Award.}, interhash = {3669737df3d351bf27636b9dc07c13ee}, intrahash = {2f61938116e8b239fbff58520ecc284c}, keywords = {2010 award data discovery itegpub knowledge mining myown sna social}, publisher = {Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award}, timestamp = {2011-01-01T11:31:51.000+0100}, title = {{Towards Mining Descriptive Community Patterns}}, year = 2010 } @book{AKBFR:10, added-at = {2011-01-01T11:31:31.000+0100}, biburl = {http://www.bibsonomy.org/bibtex/2864ca9616f4b078125961d4289755ef3/atzmueller}, editor = {Atzmueller, Martin and Knauf, Rainer and Bode, Stephan and Farooq, Qurat-Ul-Ann and Riebisch, Matthias}, interhash = {0149fc5ac19abfbaf9c1af490acf04fc}, intrahash = {864ca9616f4b078125961d4289755ef3}, keywords = {2010 data deris2010 itegpub iwk2010 knowledge mining myown proceedings}, publisher = {RWTH Aachen University}, series = {CEUR-WS}, timestamp = {2011-01-01T11:31:31.000+0100}, 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)}, volume = 646, year = 2010 } @book{AH:10, added-at = {2011-01-01T11:22:51.000+0100}, address = {Barcelona, Spain}, biburl = {http://www.bibsonomy.org/bibtex/2684691da3230424a4b6aef804cd27579/atzmueller}, editor = {Atzmueller, Martin and Hotho, Andreas}, interhash = {7260d64afa0eadf785be450646aec5c4}, intrahash = {684691da3230424a4b6aef804cd27579}, keywords = {2010 data discovery itegpub knowledge mining muse myown social ubiquitous workshop}, publisher = {ECML/PKDD 2010}, timestamp = {2011-01-01T11:22:51.000+0100}, title = {{Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)}}, year = 2010 } @incollection{Atzmueller:11, added-at = {2010-12-31T23:23:51.000+0100}, author = {Atzmueller, Martin}, biburl = {http://www.bibsonomy.org/bibtex/2c930dbfed60e5a6d20e8785181f42feb/atzmueller}, 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}, keywords = {2011 data discovery itegpub knowledge mining myown nlp text}, publisher = {IGI Global}, timestamp = {2010-12-31T23:23:51.000+0100}, title = {Data Mining}, year = 2011 } @inproceedings{AS:08b, added-at = {2010-12-28T10:23:18.000+0100}, author = {Atzmueller, Martin and Puppe, Frank}, biburl = {http://www.bibsonomy.org/bibtex/264e0471ee116fa8001b5f7a0a824e5cf/atzmueller}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management}, interhash = {7e8f484c16c7f4a6d08e8b2d89ae4f36}, intrahash = {64e0471ee116fa8001b5f7a0a824e5cf}, keywords = {2008 analytics data discovery experience knowledge management mining myown semantic visual}, timestamp = {2010-12-28T10:23:18.000+0100}, title = {{Causal Subgroup Analysis for Detecting Confounding (Extended version)}}, year = 2008 } @inproceedings{ABP:05a, added-at = {2010-12-07T01:07:12.000+0100}, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, biburl = {http://www.bibsonomy.org/bibtex/27fe002efd17da78241cd7eefa5ead873/atzmueller}, booktitle = {Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)}, interhash = {25e50058e2d56539b4e208932d06343b}, intrahash = {7fe002efd17da78241cd7eefa5ead873}, keywords = {2005 data mining myown}, number = 3392, pages = {65--78}, series = {LNAI}, timestamp = {2010-12-07T01:07:12.000+0100}, title = {Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version)}, year = 2005 } @inproceedings{ABP:09, added-at = {2010-12-07T01:01:30.000+0100}, author = {Atzmueller, Martin and Beer, Stephanie and Puppe, Frank}, biburl = {http://www.bibsonomy.org/bibtex/2431f68837e98f8366143df088fd58fdd/atzmueller}, booktitle = {Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS)}, interhash = {ab3138620625200cb818970bc1615925}, intrahash = {431f68837e98f8366143df088fd58fdd}, keywords = {2009 data discovery intelligent mining myown system}, pages = {402--407}, publisher = {AAAI Press}, timestamp = {2010-12-07T01:01:30.000+0100}, title = {A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining}, year = 2009 }