@Article{atzmueller2014ubicon,
  author = {Atzmueller, Martin and Becker, Martin and Kibanov, Mark and Scholz, Christoph and Doerfel, Stephan and Hotho, Andreas and Macek, Bjoern-Elmar and Mitzlaff, Folke and Mueller, Juergen and Stumme, Gerd},
  title  = {Ubicon and its Applications for Ubiquitous Social Computing},
  journal = {New Review of Hypermedia and Multimedia},
  year   = {2014},
  number = {1},
  url    = {http://www.tandfonline.com/doi/abs/10.1080/13614568.2013.873488},
  doi = {10.1080/13614568.2013.873488},
  const  = {\ text}
}
@Proceedings{cellier2014proceedings,

  title  = {Proceedings of the 1st International Workshop on Interactions between
               Data Mining and Natural Language Processing co-located with The European
               Conference on Machine Learning and Principles and Practice of Knowledge
               Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September
               15, 2014},

  year   = {2014},
  number = {},
  url    = {http://ceur-ws.org/Vol-1202},

  const  = {\ text}
}
@Book{ACHH:12,

  title  = {Modeling and Mining Ubiquitous Social Media},

  year   = {2012},
  number = {},
  url    = {http://www.springer.com/computer/ai/book/978-3-642-33683-6},

  const  = {\ text}
}
@Book{AH:12,

  title  = {Proceedings of the Third International Workshop on Mining Ubiquitous and Social Environments (MUSE 2012)},

  year   = {2012},
  number = {},
  url    = {http://www.kde.cs.uni-kassel.de/ws/muse2012/proceedings.pdf},

  const  = {\ text}
}
@Electronic{han2012mining,
  author = {Han, Jiawei and Kamber, Micheline and Pei, Jian},
  title  = {Data mining concepts and techniques, third edition},

  year   = {2012},
  number = {},
  url    = {http://www.amazon.de/Data-Mining-Concepts-Techniques-Management/dp/0123814790/ref=tmm_hrd_title_0?ie=UTF8&qid=1366039033&sr=1-1},

  const  = {\ text}
}
@Book{north2012mining,
  author = {North, Matthew},
  title  = {Data mining for the masses},

  year   = {2012},
  number = {},
  url    = {http://www.amazon.de/Data-Mining-Masses-Matthew-North/dp/0615684378/ref=sr_1_1?s=books-intl-de&ie=UTF8&qid=1366038800&sr=1-1&keywords=rapidminer},

  const  = {\ text}
}
@Book{AH:11,

  title  = {Proceedings of the 2011 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2011)},

  year   = {2011},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{atzmueller2011towards,
  author = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd},
  title  = {Towards Mining Semantic Maturity in Social Bookmarking Systems},

  year   = {2011},
  number = {},
  url    = {http://www.kde.cs.uni-kassel.de/pub/pdf/atzmueller2011towards.pdf},

  const  = {\ text}
}
@Inproceedings{conf/birthday/BloehdornBCGHLMMSSV11,
  author = {Bloehdorn, Stephan and Blohm, Sebastian and Cimiano, Philipp and Giesbrecht, Eugenie and Hotho, Andreas and Lösch, Uta and Mädche, Alexander and Mönch, Eddie and Sorg, Philipp and Staab, Steffen and Völker, Johanna},
  title  = {Combining Data-Driven and Semantic Approaches for Text Mining.},

  year   = {2011},
  number = {},
  url    = {http://dblp.uni-trier.de/db/conf/birthday/studer2011.html#BloehdornBCGHLMMSSV11},

  const  = {\ text}
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@Book{han2011mining,
  author = {Han, Jiawei and Kamber, Micheline},
  title  = {Data mining : concepts and techniques},

  year   = {2011},
  number = {},
  url    = {http://www.amazon.de/Data-Mining-Practical-Techniques-Management/dp/0123748569/ref=sr_1_2?ie=UTF8&qid=1366038862&sr=8-2&keywords=Data+mining},

  const  = {\ text}
}
@Inproceedings{conf/birthday/HothoS11,
  author = {Hotho, Andreas and Stumme, Gerd},
  title  = {From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research.},

  year   = {2011},
  number = {},
  url    = {http://dblp.uni-trier.de/db/conf/birthday/studer2011.html#HothoS11},

  const  = {\ text}
}
@Inproceedings{mitzlaff2011community,
  author = {Mitzlaff, Folke and Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd},
  title  = {Community Assessment using Evidence Networks},

  year   = {2011},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{MASH:13b,
  author = {Mitzlaff, Folke and Atzmueller, Martin and Stumme, Gerd and Hotho, Andreas},
  title  = {On the Semantics of User Interaction in Social Media (Extended Abstract, Resubmission)},

  year   = {2011},
  number = {},
  url    = {},

  const  = {\ text}
}
@Misc{Rubin2011,
  author = {Rubin, Timothy N. and Chambers, America and Smyth, Padhraic and Steyvers, Mark},
  title  = {Statistical Topic Models for Multi-Label Document Classification},

  year   = {2011},
  number = {},
  url    = {http://arxiv.org/abs/1107.2462},

  const  = {\ text}
}
@Article{Berendt201095,
  author = {Berendt, Bettina and Hotho, Andreas and Stumme, Gerd},
  title  = {Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0},
  journal = {Web Semantics: Science, Services and Agents on the World Wide Web},
  year   = {2010},
  number = {2-3},
  url    = {http://www.sciencedirect.com/science/article/B758F-4YXK4HW-1/2/4cb514565477c54160b5e6eb716c32d7},
  doi = {DOI: 10.1016/j.websem.2010.04.008},
  const  = {\ text}
}
@Incollection{springerlink:10.1007/978-3-642-14000-6_4,
  author = {Hotho, Andreas},
  title  = {Data Mining on Folksonomies},

  year   = {2010},
  number = {},
  url    = {http://dx.doi.org/10.1007/978-3-642-14000-6_4},
  doi = {10.1007/978-3-642-14000-6_4},
  const  = {\ text}
}
@Article{hotho2010ubiquitous,
  author = {Hotho, Andreas and {Ulslev Pedersen}, Rasmus and Wurst, Michael},
  title  = {Ubiquitous Data},
  journal = {Lecture Notes in Computer Science},
  year   = {2010},
  number = {6202},
  url    = {http://rd.springer.com/content/pdf/10.1007%2F978-3-642-16392-0_4.pdf},

  const  = {\ text}
}
@Inproceedings{conf/icdm/YassineH10,
  author = {Yassine, Mohamed and Hajj, Hazem},
  title  = {A Framework for Emotion Mining from Text in Online Social Networks.},

  year   = {2010},
  number = {},
  url    = {http://dblp.uni-trier.de/db/conf/icdm/icdmw2010.html#YassineH10},

  const  = {\ text}
}
@Book{srivastava2009mining,
  author = {Srivastava, Asho and Sahami, Mehran.},
  title  = {Text mining : classification, clustering, and applications},

  year   = {2009},
  number = {},
  url    = {http://www.worldcat.org/search?qt=worldcat_org_all&q=9781420059403},

  const  = {\ text}
}
@Book{UBMA_280507895,
  author = {Heyer, Gerhard and Quasthoff, Uwe and Wittig, Thomas},
  title  = {Text Mining: Wissensrohstoff Text},

  year   = {2008},
  number = {},
  url    = {http://aleph.bib.uni-mannheim.de/F/?func=find-b&request=280507895&find_code=020&adjacent=N&local_base=MAN01PUBLIC&x=0&y=0},

  const  = {\ text}
}
@Inproceedings{anti2008krause,
  author = {Krause, Beate and Schmitz, Christoph and Hotho, Andreas and Stumme, Gerd},
  title  = {The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems},

  year   = {2008},
  number = {},
  url    = {http://airweb.cse.lehigh.edu/2008/submissions/krause_2008_anti_social_tagger.pdf},
  doi = {http://doi.acm.org/10.1145/1451983.1451998},
  const  = {\ text}
}
@Incollection{1420085867,
  author = {May, Michael and Berendt, Bettina and Cornuéjols, Antoine and Gama, Jõao and Giannotti, Fosca and Hotho, Andreas and Malerba, Donato and Menesalvas, Ernestina and Morik, Katharina and Pedersen, Rasmus and Saitta, Lorenza and Saygin, Yücel and Schuster, Assaf and Vanhoof, Koen},
  title  = {Research Challenges in Ubiquitous Knowledge Discovery},

  year   = {2008},
  number = {},
  url    = {http://208.254.79.11/shopping_cart/products/product_contents.asp?id=&parent_id=497&sku=C5867&isbn=9781420085860&pc=},

  const  = {\ text}
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@Misc{Medelyan2008,
  author = {Medelyan, Olena and Legg, Catherine and Milne, David and Witten, Ian H.},
  title  = {Mining Meaning from Wikipedia},

  year   = {2008},
  number = {},
  url    = {http://arxiv.org/abs/0809.4530},

  const  = {\ text}
}
@Article{Pang.Lee2008OpinionMiningand,
  author = {Pang, B. and Lee, L.},
  title  = {Opinion Mining and Sentiment Analysis},
  journal = {Information Retrieval},
  year   = {2008},
  number = {1-2},
  url    = {},
  doi = {10.1561/1500000001},
  const  = {\ text}
}
@Article{Pang2008,
  author = {Pang, Bo and Lee, Lillian},
  title  = {Opinion mining and sentiment analysis},
  journal = {Foundations and Trends® in Information Retrieval},
  year   = {2008},
  number = {1-2},
  url    = {http://www.cs.cornell.edu/home/llee/omsa/omsa-published.pdf},

  const  = {\ text}
}
@Book{Berendt2007,

  title  = {From Web to Social Web: Discovering and Deploying User and Content Profiles },

  year   = {2007},
  number = {},
  url    = {http://www.springer.com/dal/home?SGWID=1-102-22-173759307-0&changeHeader=true&referer=www.springeronline.com&SHORTCUT=www.springer.com/978-3-540-74950-9},

  const  = {\ text}
}
@Book{feldman2006mining,
  author = {Feldman, Ronen and Sanger, James},
  title  = {The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data},

  year   = {2007},
  number = {},
  url    = {http://www.amazon.com/Text-Mining-Handbook-Approaches-Unstructured/dp/0521836573/ref=sr_1_1?s=books&ie=UTF8&qid=1295265273&sr=1-1},

  const  = {\ text}
}
@Article{hotho2007mining,
  author = {Hotho, Andreas and Stumme, Gerd},
  title  = {Mining the World Wide Web},
  journal = {Künstliche Intelligenz},
  year   = {2007},
  number = {3},
  url    = {http://kobra.bibliothek.uni-kassel.de/bitstream/urn:nbn:de:hebis:34-2008021320337/3/HothoStummeMiningWWW.pdf},

  const  = {\ text}
}
@Article{kostoff,
  author = {Kostoff, Ronald N.},
  title  = {Literature-related discovery (LRD): Potential treatments for cataracts},
  journal = {Technological Forecasting and Social Change},
  year   = {2007},
  number = {},
  url    = {http://www.sciencedirect.com/science/article/B6V71-4RDB8SC-9/2/8991fe8968a0ef12f22ed7e9ac9d7c4f},

  const  = {\ text}
}
@Article{1324190,
  author = {Stavrianou, Anna and Andritsos, Periklis and Nicoloyannis, Nicolas},
  title  = {Overview and semantic issues of text mining},
  journal = {SIGMOD Rec.},
  year   = {2007},
  number = {3},
  url    = {http://portal.acm.org/citation.cfm?id=1324190},
  doi = {http://doi.acm.org/10.1145/1324185.1324190},
  const  = {\ text}
}
@Article{1276056,
  author = {Wurst, Michael and Morik, Katharina},
  title  = {Distributed feature extraction in a p2p setting: a case study},
  journal = {Future Gener. Comput. Syst.},
  year   = {2007},
  number = {1},
  url    = {http://portal.acm.org/citation.cfm?id=1276056},
  doi = {http://dx.doi.org/10.1016/j.future.2006.04.004},
  const  = {\ text}
}
@Book{Semantic2006Ackermann,
  author = {Ackermann, Markus and Berendt, Bettina and Grobelnik, Marko and Hotho, Andreas and Mladenic, Dunja and Semeraro, Giovanni and Spiliopoulou, Myra and Stumme, Gerd and Svatek, Vojtech and van Someren, Maarten},
  title  = {Semantics, Web and Mining},

  year   = {2006},
  number = {},
  url    = {http://dx.doi.org/10.1007/11908678},

  const  = {\ text}
}
@Proceedings{berendt2006webmining,

  title  = {Workshop on Web Mining 2006 (WebMine)},

  year   = {2006},
  number = {},
  url    = {http://www.kde.cs.uni-kassel.de/ws/webmine2006/pdf/WebMine2006.pdf},

  const  = {\ text}
}
@Article{march06crane,
  author = {Crane, Gregory},
  title  = {What Do You Do with a Million Books?},
  journal = {D-Lib Magazine},
  year   = {2006},
  number = {3},
  url    = {http://www.dlib.org/dlib/march06/crane/03crane.html},
  doi = {10.1045/march2006-crane},
  const  = {\ text}
}
@Article{wikipediaxml:2005,
  author = {Denoyer, Ludovic and Gallinari, Patrick},
  title  = {The Wikipedia XML Corpus},
  journal = {SIGIR Forum},
  year   = {2006},
  number = {},
  url    = {http://www-connex.lip6.fr/~denoyer/wikipediaXML/},

  const  = {\ text}
}
@Inproceedings{trias2006jaeschke,
  author = {Jäschke, Robert and Hotho, Andreas and Schmitz, Christoph and Ganter, Bernhard and Stumme, Gerd},
  title  = {TRIAS - An Algorithm for Mining Iceberg Tri-Lattices},

  year   = {2006},
  number = {},
  url    = {},
  doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2006.162},
  const  = {\ text}
}
@Article{jws2006Semantic,
  author = {Stumme, Gerd and Hotho, Andreas and Berendt, Bettina},
  title  = {Semantic Web Mining - State of the Art and Future Directions},
  journal = {Journal of Web Semantics},
  year   = {2006},
  number = {2},
  url    = {http://www.kde.cs.uni-kassel.de/hotho/pub/2006/JWS2006SemanticWebMining.pdf},

  const  = {\ text}
}
@Misc{web2006witten,
  author = {Witten, Ian and Gori, Marco and Numerico, Teresa},
  title  = {Web Dragons: Inside the Myths of Search Engine Technology },

  year   = {2006},
  number = {},
  url    = {},

  const  = {\ text}
}
@Article{citeulike:171426,
  author = {Adomavicius, G. and Tuzhilin, A.},
  title  = {Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions},
  journal = {Knowledge and Data Engineering, IEEE Transactions on},
  year   = {2005},
  number = {6},
  url    = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1423975},

  const  = {\ text}
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@Proceedings{berendt05european,

  title  = {Proc. of the European Web Mining Forum 2005},

  year   = {2005},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{berendt05semantic,
  author = {Berendt, Bettina and Hotho, Andreas and Stumme, Gerd},
  title  = {Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space},

  year   = {2005},
  number = {},
  url    = {http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-164/raws2005-paper1.pdf},

  const  = {\ text}
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@Article{Berkhin05asurvey,
  author = {Berkhin, Pavel},
  title  = {A survey on pagerank computing},
  journal = {Internet Mathematics},
  year   = {2005},
  number = {},
  url    = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.2294},

  const  = {\ text}
}
@Article{bloehdorn-etal-ldv-2005,
  author = {Bloehdorn, Stephan and Cimiano, Philipp and Hotho, Andreas and Staab, Steffen},
  title  = {An Ontology-based Framework for Text Mining},
  journal = {LDV Forum - GLDV Journal for Computational Linguistics and Language Technology},
  year   = {2005},
  number = {1},
  url    = {},

  const  = {\ text}
}
@Inproceedings{conf/ecml/DrostS05,
  author = {Drost, Isabel and Scheffer, Tobias},
  title  = {Thwarting the Nigritude Ultramarine: Learning to Identify Link Spam.},

  year   = {2005},
  number = {},
  url    = {http://dblp.uni-trier.de/db/conf/ecml/ecml2005.html#DrostS05},

  const  = {\ text}
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@Article{1117456,
  author = {Getoor, Lise and Diehl, Christopher P.},
  title  = {Link mining: a survey},
  journal = {SIGKDD Explor. Newsl.},
  year   = {2005},
  number = {2},
  url    = {http://www.cpdiehl.org/lmsurvey.pdf},
  doi = {http://doi.acm.org/10.1145/1117454.1117456},
  const  = {\ text}
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@Article{hotho-etal-ldv-2005,
  author = {Hotho, Andreas and Nürnberger, Andreas and Paaß, Gerhard},
  title  = { A Brief Survey of Text Mining},
  journal = {LDV Forum - GLDV Journal for Computational Linguistics and Language Technology},
  year   = {2005},
  number = {1},
  url    = {http://www.kde.cs.uni-kassel.de/hotho/pub/2005/hotho05TextMining.pdf},

  const  = {\ text}
}
@Article{keyhere,
  author = {Schenker, Adam and Bunke, Horst and Last, Mark and Kandel, Abraham},
  title  = {Graph-Theoretic Techniques for Web Content Mining},

  year   = {2005},
  number = {},
  url    = {http://www.amazon.ca/Graph-Theoretic-Techniques-Web-Content-Mining/dp/9812563393/ref=sr_1_7/701-3503486-7337153?ie=UTF8&s=books&qid=1175673405&sr=1-7},

  const  = {\ text}
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@Book{citeulike:340715,
  author = {Witten, Ian H. and Frank, Eibe},
  title  = {Data Mining: Practical Machine Learning Tools and Techniques},

  year   = {2005},
  number = {},
  url    = {http://www.amazon.fr/exec/obidos/ASIN/0120884070/citeulike04-21},

  const  = {\ text}
}
@Book{Berendt2004Web,

  title  = {Web Mining: From Web to Semantic Web},

  year   = {2004},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{Chakrabarti:2004,
  author = {Chakrabarti, D. and Zhan, Y. and Faloutsos, C.},
  title  = {R-MAT: A Recursive Model for Graph Mining},

  year   = {2004},
  number = {},
  url    = {http://www.cs.cmu.edu/~christos/PUBLICATIONS/siam04.pdf},

  const  = {\ text}
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@Article{DBLP:journals/sigkdd/HothoSG04,
  author = {Hotho, Andreas and Sure, York and Getoor, Lise},
  title  = {A workshop report: mining for and from the Semantic Web at KDD 2004.},
  journal = {SIGKDD Explorations},
  year   = {2004},
  number = {2},
  url    = {},

  const  = {\ text}
}
@Proceedings{msw2004,

  title  = {International Workshop on Mining for and from the Semantic Web (MSW2004)},

  year   = {2004},
  number = {},
  url    = {http://www.kde.cs.uni-kassel.de/hotho/pub/2004/msw2004_proceedings.pdf},

  const  = {\ text}
}
@Inproceedings{conf/das/SchenkerBLK04,
  author = {Schenker, Adam and Bunke, Horst and Last, Mark and Kandel, Abraham},
  title  = {A Graph-Based Framework for Web Document Mining.},

  year   = {2004},
  number = {},
  url    = {http://dblp.uni-trier.de/db/conf/das/das2004.html#SchenkerBLK04},

  const  = {\ text}
}
@Book{0387954333,
  author = {Weiss, Sholom M. and Indurkhya, Nitin and Zhang, T.},
  title  = {Text Mining. Predictive Methods for Analyzing Unstructured Information},

  year   = {2004},
  number = {},
  url    = {http://www.amazon.de/gp/redirect.html%3FASIN=0387954333%26tag=ws%26lcode=xm2%26cID=2025%26ccmID=165953%26location=/o/ASIN/0387954333%253FSubscriptionId=13CT5CVB80YFWJEPWS02},

  const  = {\ text}
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@Inbook{baldi03modelling,
  author = {Baldi, Pierre and Frasconi, Paolo and Smyth, Padhraic},
  title  = {Modeling the Internet and the Web: Probabilistic Methods and Algorithms},

  year   = {2003},
  number = {},
  url    = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470849061.html},

  const  = {\ text}
}
@Book{ferber2003information,
  author = {Ferber, Reginald},
  title  = {Information Retrieval: Suchmodelle und Data-Mining-Verfahren für Textsammlungen und das Web},

  year   = {2003},
  number = {},
  url    = {http://information-retrieval.de/},

  const  = {\ text}
}
@Inproceedings{awic2003,
  author = {Oberle, Daniel and Berendt, Bettina and Hotho, Andreas and Gonzalez, Jorge},
  title  = {Conceptual User Tracking},

  year   = {2003},
  number = {},
  url    = {http://www.aifb.uni-karlsruhe.de/WBS/dob/pubs/awic2003.pdf},

  const  = {\ text}
}
@Inproceedings{conf/icdm/PopesculULP03,
  author = {Popescul, Alexandrin and Ungar, Lyle H. and Lawrence, Steve and Pennock, David M.},
  title  = {Statistical Relational Learning for Document Mining.},

  year   = {2003},
  number = {},
  url    = {http://www.cis.upenn.edu/~popescul/Publications/popescul03dm.pdf},

  const  = {\ text}
}
@Incollection{SrivastavaetalNGDM,
  author = {Srivastava, J. and Desikan, P. and Kumar, V.},
  title  = {Web Mining -- Concepts, Applications \& Research Directions},

  year   = {2003},
  number = {},
  url    = {},

  const  = {\ text}
}
@Article{ZaianeSimoff03,
  author = {Zaïane, O.R. and Simoff, S.J.},
  title  = {MDM/KDD: Multimedia data mining for the second time},
  journal = {SIGKDD Explorations},
  year   = {2003},
  number = {2},
  url    = {},

  const  = {\ text}
}
@Proceedings{WS_BHS02,

  title  = {Semantic Web Mining},

  year   = {2002},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{semweb-mining-iswc02,
  author = {Berendt, B. and Hotho, A. and Stumme, G.},
  title  = {Towards Semantic Web Mining},

  year   = {2002},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{hartmann02Semantic,
  author = {Hartmann, Jens and Hotho, Andreas and Stumme, Gerd},
  title  = {Semantic Web Mining for Building Information Portals (Position Paper)},

  year   = {2002},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{hotho02textws,
  author = {Hotho, Andreas and Maedche, Alexander and Staab, Steffen and Zacharias, Valentin},
  title  = {On Knowledgeable Unsupervised Text Mining },

  year   = {2002},
  number = {},
  url    = {http://www.aifb.uni-karlsruhe.de/WBS/aho/pub/txt_mining_ws_2002.pdf},

  const  = {\ text}
}
@Inproceedings{SPT02,
  author = {Spiliopoulou, M. and Pohle, C. and Teltzrow, M.},
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  year   = {2002},
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