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Data Mining

Involved Persons
M.Sc. Farshad Bakhshandegan-Moghaddam
Dipl.-Inform. Kaibin Bao
Privatdozent Dr. rer. nat. Achim Rettinger
Prof. Dr. Harald Sack
Prof. Dr. York Sure-Vetter
M. Sc. Steffen Thoma
Dipl.-Inform. Micaela Wünsche

Active Projects


External Link: http://www.sti2.org


External Link: http://xlime.eu

Publications Belonging to the Area of Research

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

Steffen Staab, Alexander Mädche, Frank Nack, S. Santini, Luc Steels
Emergent Semantics
IEEE Intelligent Systems, 17, (1), pages 78-86, Januar, 2002

Steffen Staab, Christian Blaschke, Claire Nedellec, J. Park, Bruce Schatz, Alfonso Valencia, Luca Bernardi, E. Ratsch, Renate Kania, Jasmin Saric, Isabel Rojas
Mining Information for Functional Genomics
IEEE Intelligent Systems, 17, (3), pages 66-80, Mai, 2002

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Andreas Thalhammer, Steffen Stadtmüller
SUMMA: A Common API for Linked Data Entity Summaries
In Cimiano, Philipp and Frasincar, Flavius and Houben, Geert-Jan and Schwabe, Daniel, Engineering the Web in the Big Data Era, pages: 430-446, Springer International Publishing, 9114, Juni, 2015

Andreas Thalhammer, Achim Rettinger
Browsing DBpedia Entities with Summaries
In Valentina Presutti, Eva Blomqvist, Raphael Troncy, Harald Sack, Ioannis Papadakis, Anna Tordai, The Semantic Web: ESWC 2014 Satellite Events, pages: 511-515, Springer, LNCS, Heidelberg, Oktober, 2014

Uta Lösch, Stephan Bloehdorn, Achim Rettinger
Graph Kernels for RDF Data
In Elena Simperl et. al., Proc. of the 9th Extended Semantic Web Conference (ESWC'12), Springer, Mai, 2012

Philipp Sorg, Philipp Cimiano
Finding the Right Expert: Discriminative Models for Expert Retrieval
Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), Reuters, Paris, France, Oktober, 2011

Daniel M. Herzig, Duc Thanh Tran
One Query to Bind Them All
Proceedings of the Second International Workshop on Consuming Linked Data (COLD2011),, CEUR Workshop Proceedings (CEUR-WS.org), Oktober, 2011

Micaela Wünsche, Sanaz Mostaghim, Hartmut Schmeck, Timo Kautzmann, Marcus Geimer
Organic Computing in Off-highway Machines
In Proceedings of the 2nd International Workshop on Self-Organizing Architectures (SOAR '10), pages: 51-58, ACM, Juni, 2010

Benedikt Kämpgen, Florian Lemmerich, Martin Atzmueller
Decision-Maker-Aware Design of Descriptive Data Mining
Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS), pages: 561-566, ISLE, Ilmenau, September, 2010

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), pages: 36-48, Springer, Juni, 2009

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

Sebastian Blohm, Philipp Cimiano
Scaling up Pattern Induction for Web Relation Extraction through Frequent Itemset Mining
In Benjamin Adrian, Günter Neumann, Alexander Troussov, Borislav Popov, Proceedings of the KI 2008 Workshop on Ontology-Based Information Extraction SystemsSeptember, 2008

Philipp Sorg, Philipp Cimiano
Enriching the crosslingual link structure of Wikipedia - A classification-based approach
Proceedings of the AAAI 2008 Workshop on Wikipedia and Artifical IntelligenceJuni, 2008

Sebastian Blohm, Philipp Cimiano
Using the Web to Reduce Data Sparseness in Pattern-based Information Extraction
Proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), pages: 18-29, Springer, Warsaw, Poland, September, 2007

Stefan Klink, Patrick Reuther, Alexander Weber, Bernd Walter, Michael Ley
Analysing Social Networks within Bibliographical Data
In Stephane Bressan, Josef Küng, and Roland Wagner, Proceedings of the 17th International Conference on Database and Expert Systems Applications (DEXA '06), Lecture Notes of Computer Science, 4080, Krakow, Poland, September, 2006

Viktor Pekar, Michael Krkoska, Steffen Staab
Feature Weighting for Co-occurrence-based Classification of Words
Proceedings of the 20th Conference on Computational Linguistics, COLING-2004August, 2004

Jens Hartmann
ILP-basierte Klassifikation von Web-Dokumenten
Proceedings of FGML Workshop. Special Interest Group of German Information Society (FGML - Fachgruppe Maschinelles Lernen der GI e.V.)

Nenad Stojanovic, Jens Hartmann, Jorge Gonzalez
OntoManager - a system for usage-based ontology management
Proceedings of FGML Workshop. Special Interest Group of German Information Society (FGML - Fachgruppe Maschinelles Lernen der GI e.V.)

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, pages: 264-278, Lecture Notes in Computer Science, 2342

Gerd Stumme, Bettina Berendt, Andreas Hotho
Usage Mining for and on the Semantic Web
Next Generation Data Mining. Proc. NSF Workshop, Baltimore, Nov. 2002, pages: 77-86

Jens Hartmann, Andreas Hotho, Gerd Stumme
Semantic Web Mining for Building Information Portals (Position Paper)
Proc. Arbeitskreistreffen Knowledge Discovery, Oldenburg, Sept. 2002, pages: 34-38

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Gerd Stumme
Conceptual Knowledge Discovery and Processing
Postdoctoral thesis, 2002/06/19, Universität Karlsruhe, Juni, 2002

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John Domingue, Nelia Lasierra, Anna Fensel, Tim van Kasteren, Martin Strohbach, Andreas Thalhammer
Big Data Analysis
In José María Cavanillas, Edward Curry, Wolfgang Wahlster, New Horizons for a Data-Driven Economy, ch. 5, pages 63-86, Springer International Publishing, Cham, April, 2016

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Sebastian Blohm, Ulf Brefeld, Felix Jungermann, Roman Yangarber
Proceedings of the ECML PKDD Workshop on High-level Information Extraction
 in Sebastian Blohm and Ulf Brefeld and Felix Jungermann and Roman YangarberSeptember, 2008

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Andreas Thalhammer
Linked Data Entity Summarization
Rudi Studer; Dunja Mladenic, 2016/12/08, KIT, Fakultät für Wirtschaftswissenschaften

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

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