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Text Mining


Beteiligte Personen
Dipl.-Inf., B.A. Michael Färber
Privatdozent Dr. rer. nat. Achim Rettinger
Prof. Dr. York Sure-Vetter
Dipl.-Inform. Lei Zhang


Aktive Projekte

STI2
Externer Link: http://www.sti2.org

xLiMe
Externer Link: http://xlime.eu


Veröffentlichungen zum Forschungsgebiet

Article
Stephan Bloehdorn, Philipp Cimiano, Andreas Hotho, Steffen Staab
An Ontology-based Framework for Text Mining
LDV Forum - GLDV Journal for Computational Linguistics and Language Technology, 20, (1), Seiten 87-112, Mai, 2005
(Details)

Andreas Hotho, York Sure, Lise Getoor
A Workshop Report: Mining for and from the Semantic Web at KDD 2004
ACM SIGKDD Explorations, 6, (2), Seiten 142-143, Dezember, 2004
(Details)

Andreas Hotho, Alexander Maedche, Steffen Staab
Text Clustering Based on Good Aggregations
Künstliche Intelligenz (KI), 16, (4), Seiten 48-54, 2002
(Details)

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inproceedings
Achim Rettinger, Artem Schumilin, Steffen Thoma, Basil Ell
Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text
Proc. of the 12th Extended Semantic Web Conference (ESWC'15), Seiten: 337-352, Springer, Mai, 2015
(Details)

Evgeny Sitnikov, Achim Rettinger, Ole Mengshoel
Distributed Unsupervised Semantic Parsing of Large-Scale Document Corpora
NIPS 2011 Workshop; Big Learning: Algorithms, Systems, and Tools for Learning at Scale, Neural Information Processing Systems, Dezember, 2011
(Details)

Denny Vrandecic, Philipp Sorg, Rudi Studer
Language Resources extracted from Wikipedia
Proceedings of International Conference on Knowledge Capture (K-Cap), Sheridan Printing, Juni, 2011
(Details)

Pia-Ramona Wojtinnek, Brian Harrington, Sebastian Rudolph, Stephen Pulman
Conceptual Knowledge Acquisition Using Automatically Generated Large-Scale Semantic Networks
In Madalina Croitoru, Sébastien Ferré, Dickson Lukose, Proceedings of the 18th International Conference on Conceptual Structures, Seiten: 203-206, Springer, LNCS, 6208, Juli, 2010
(Details)

Philipp Sorg, Philipp Cimiano
An Experimental Comparison of Explicit Semantic Analysis Implementations for Cross-Language Retrieval
In Helmut Horacek, Elisabeth Métais, Rafael Muñoz, Magdalena Wolska, Proceedings of the International Conference on Applications of Natural Language to Information Systems (NLDB), Seiten: 36-48, Springer, Juni, 2009
(Details)

Philipp Cimiano, Antje Schultz, Sergej Sizov, Philipp Sorg, Steffen Staab
Explicit vs. Latent Concept Models for Cross-Language Information Retrieval
In Craig Boutilier, Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), Seiten: 1513-1518, AAAI Press, Juli, 2009
(Details)

Philipp Sorg
Learning Methods in Multi-Grained Query Answering
Proceedings of the ISWC 08 Doctoral Consortium
(Details)

Uta Lösch
Event and Sentiment Detection in Financial Markets
Ph.D. Symposium at the 5th European Semantic Web ConferenceJuni, 2008
(Details)

Philipp Sorg, Philipp Cimiano
Cross-lingual Information Retrieval with Explicit Semantic Analysis
Working Notes for the CLEF 2008 Workshop
(Details)

Sebastian Blohm, Markus Krötzsch, Philipp Cimiano
The Fast and the Numerous - Combining Machine and Community Intelligence
Proceedings of the AAAI 2008 Workshop on Wikipedia and Artifical Intelligence, AAAI Press, Technical Report WS-08-15, Juli, 2008
(Details)

Stephan Bloehdorn, Alessandro Moschitti
Structure and Semantics for Expressive Text Kernels
In Mario J. Silva and Alberto H. F. Laender and Ricardo A. Baeza-Yates and Deborah L. McGuinness and Bjoern Olstad and Oystein Haug Olsen and Andre O. Falcao, Proceedings of the 16th ACM Conference on Information and Knowledge Management (CIKM 2007), November 6-9, 2007, Lisbon, Portugal, Seiten: 861--864, ACM, November, 2007
(Details)

Stephan Bloehdorn, Alessandro Moschitti
Combined Syntactic and Semantic Kernels for Text Classification
In Gianni Amati, Claudio Carpineto, Gianni Romano, Advances in Information Retrieval - Proceedings of the 29th European Conference on Information Retrieval (ECIR 2007), 2-5 April 2007, Rome, Italy, Seiten: 307-318, Springer, Lecture Notes in Computer Science, 4425, April, 2007
(Details)

Stephan Bloehdorn, Philipp Cimiano, Alistair Duke, Peter Haase, Jörg Heizmann, Ian Thurlow, Johanna Völker
Ontology-based Question Answering for Digital Libraries
In László Kovács and Norbert Fuhr and Carlo Meghini, Research and Advanced Technology for Digital Libraries -- Proceedings of the 11th European Conference on Research and Advanced Technologies for Digital Libraries (ECDL 2007), Budapest, Hungary, September 16-21 2007, Seiten: 14--25, Springer, Lecture Notes in Computer Science, September, 2007
(Details)

Stephan Bloehdorn, Philipp Cimiano, Andreas Hotho
Learning Ontologies to Improve Text Clustering and Classification
In Myra Spiliopoulou, Rudolf Kruse, Andreas Nürnberger, Christian Borgelt, Wolfgang Gaul, From Data and Information Analysis to Knowledge Engineering: Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005), Magdeburg, Germany, March 9-11, 2005, Seiten: 334-341, Springer, Studies in Classification, Data Analysis, and Knowledge Organization, 30, Februar, 2006
(Details)

Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti
Designing Semantic Kernels as Implicit Superconcept Expansions
In Martin Schaaf and Klaus-Dieter Althoff, LWA 2006: Lernen - Wissensentdeckung - Adaptivität, 9. - 11. Oktober 2006, Hildesheim, Germany, Hildesheimer Informatik-Berichte, 1-2006, Oktober, 2006
(Details)

Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti
Semantic Kernels for Text Classification based on Topological Measures of Feature Similarity
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 06), Hong Kong, 18-22 December 2006, Seiten: 808 - 812Dezember, 2006
(Details)

Sebastian Blohm, Philipp Cimiano
Learning Patterns from the Web - Evaluating the Evaluation Functions - Extended Abstract
In Uwe Mönnich and Kai-Uwe Kühnberger, OTT'06 - Ontologies in Text Technology: Approaches to Extract Semantic KnowledInformation, Publications of the Institute of Cognitive Science, 1-2007, Osnabrück, Germany, August, 2006
(Details)

Yimin Wang, Johanna Völker, Peter Haase
Towards Semi-automatic Ontology Building Supported by Large-scale Knowledge Acquisition
AAAI Fall Symposium On Semantic Web for Collaborative Knowledge Acquisition, Seiten: 70-77, AAAI Press, FS-06-06, Arlington, VA, USA, Oktober, 2006
(Details)

Stephan Bloehdorn, Andreas Hotho
Boosting for Text Classification with Semantic Features
In Bamshad Mobasher and Olfa Nasraoui and Bing Liu and Brij Masand, Advances in Web Mining and Web Usage Analysis, Revised Selected Papers of the 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004, Seiten: 149-166, Springer, Lecture Notes in Computer Science
(Details)

Stephan Bloehdorn, Andreas Hotho
Boosting for Text Classification with Semantic Features
Proceedings of the Workshop on Mining for and from the Semantic Web at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2004), Seiten: 70-87August, 2004
(Details)

Stephan Bloehdorn, Andreas Hotho
Boosting for Text Classification with Semantic Features
Proceedings of the Workshop on Text-Based Information Retrieval (TIR-04) at the 27th German Conference on Artificial Intelligence (KI 2004), Ulm, GermanySeptember, 2004
(Details)

Stephan Bloehdorn, Andreas Hotho
Text Classification by Boosting Weak Learners based on Terms and Concepts
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK, Seiten: 331-334, IEEE Computer Society, November, 2004
(Details)

Philipp Cimiano
Building Models for Bridges
Proceedings of the Fourth International Workshop on Inference in Computational Semantics (ICoS-4), Nancy, France, Seiten: 57-71
(Details)

Philipp Cimiano, Steffen Staab, Julien Tane
Deriving Concept Hierarchies from Text by Smooth Formal Concept Analysis
Proceedings of the GI Workshop "Lehren - Lernen - Wissen - Adaptivität" (LLWA), Fachgruppe Maschinelles Lernen, Wissenentdeckung, Data Mining, Karlsruhe, Germany, Seiten: 72-79
(Details)

Philipp Cimiano, Steffen Staab, Julien Tane
Automatic Acquisition of Taxonomies from Text: FCA meets NLP
Proceedings of the ECML/PKDD Workshop on Adaptive Text Extraction and Mining, Cavtat-Dubrovnik, Croatia, Seiten: 10-17
(Details)

Bettina Berendt, Andreas Hotho, Gerd Stumme
Towards Semantic Web Mining
In I. Horrocks and J. A. Hendler, editors, The Semantic Web - ISWC 2002, First International Semantic Web Conference, Seiten: 264-278, Lecture Notes in Computer Science, 2342
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Andreas Hotho, Alexander Maedche, Steffen Staab, Valentin Zacharias
On Knowledgeable Unsupervised Text Mining
Proc of Text Mining Workshop
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incollection
Caslav Bozic, Ryan Riordan, Detlef Seese, Christof Weinhardt
Towards a Benchmarking Framework for Financial Text Mining
In Christof Weinhardt, Thomas Dreier, Rudi Studer, Information Management and Market Engineering, Seiten 21-36, KIT Scientific Publishing, Studies on eOrganisation and Market Engineering, Vol.2, Karlsruhe, 2010
(Details)

Stephan Bloehdorn, Andreas Hotho
Ontologies for Machine Learning
In Steffen Staab and Rudi Studer, Handbook on Ontologies, Springer, International Handbooks on Information Systems, 2009
(Details)

Stephan Bloehdorn, Peter Haase, York Sure, Johanna Völker
Ontology Evolution
In John Davies, Rudi Studer and Paul Warren, Semantic Web Technologies - Trends and Research in Ontology-based Systems, Seiten 51-70, John Wiley & Sons, Juni, 2006
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proceedings
Stephan Bloehdorn, Wray Buntine, Andreas Hotho
Proceedings of the Workshop on Learning in Web Search (LWS 2005)
August, 2005
(Details)

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phdthesis
Sebastian Blohm
Large-Scale Pattern-Based Information Extraction from the World Wide Web
Prof. Dr. Rudi Studer, 2010/01/22, KIT, Fakultät für Wirtschaftswissenschaften
(Details)

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deliverable
Stephan Bloehdorn, Blaz Fortuna, Dunja Mladenic, York Sure
D6.6.3 Integration of TextGarden and KAON
University of Karlsruhe, (6.6.3), SEKT Deliverable, Januar, 2006
(Details)

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