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Ontology Learning


Involved Persons
Privatdozent Dr. rer. nat. Achim Rettinger


Active Projects

STI2

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


Publications Belonging to the Area of Research

Article
Aleksander Pivk, Philipp Cimiano, York Sure, Matjaz Gams, Vladislav Rajkovic, Rudi Studer
Transforming Arbitrary Tables into F-Logic Frames with TARTAR
Data & Knowledge Engineering (DKE), 60, (3), pages 567-595, 2007
(Details)

Philipp Cimiano, Johanna Völker, Rudi Studer
Ontologies on Demand? - A Description of the State-of-the-Art, Applications, Challenges and Trends for Ontology Learning from Text
Information, Wissenschaft und Praxis, 57, (6-7), pages 315-320, Oktober, 2006
(Details)

York Sure, Rudi Studer
Semantic Web Technologies for Digital Libraries
Library Management, 26, (4/5), pages 190-195, April, 2005
(Details)

Aleksander Pivk, Philipp Cimiano, York Sure
From Tables to Frames
Journal of Web Semantics: Science, Services and Agents on the World Wide Web, 3, (2-3), pages 132-146, Oktober, 2005
(Details)

Peter Haase, Johanna Völker, York Sure
Management of Dynamic Knowledge
Journal of Knowledge Management, 9, (5), pages 97-107, Oktober, 2005
(Details)

John Davies, Rudi Studer, York Sure, Paul Warren
Next Generation Knowledge Management
BT Technology Journal, 23, (3), pages 175-190, Juli, 2005
(Details)

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), pages 87-112, Mai, 2005
(Details)

Philipp Cimiano, Andreas Hotho, Steffen Staab
Learning Concept Hierarchies from Text Corpora using Formal Concept Anaylsis
Journal of Artificial Intelligence Research (JAIR), 24, pages 305-339, August, 2005
(Details)

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

Steffen Staab, Peter Clark, Jim Hendler, Ian Horrocks, Peter Patel-Schneider, Marie-Christine Rousset, Guus Schreiber, Mike Uschold, Frank van Harmelen
Ontologies' KISSES in Standardization
IEEE Intelligent Systems, 17, (2), pages 70-79, März, 2002
(Details)

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inproceedings
Christian Meilicke, Johanna Völker, Heiner Stuckenschmidt
Learning Disjointness for Debugging Mappings between Lightweight Ontologies
In Aldo Gangemi and Jerome Euzenat, Proceedings of the International Conference on Knowledge Engineering and Knowledge Management (EKAW), pages: 93-108, Springer, LNAI, 5268, September, 2008
(Details)

Jens Lehmann, Pascal Hitzler
A Refinement Operator Based Learning Algorithm for the ALC Description Logic
In H. Blockeel, J. Ramon, J. Shavlik, P. Tadepalli, Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 2007, Revised Selected Papers, pages: 147-160, Springer, Lecture Notes in Artificial Intelligence, 4894, April, 2008
(Details)

Johanna Völker, Sebastian Rudolph
Lexico-Logical Acquisition of OWL DL Axioms - An Integrated Approach to Ontology Refinement
In Raoul Medina and Sergei Obiedkov, Proceedings of the 6th International Conference on Formal Concept Analysis (ICFCA'08), pages: 62-77, Springer, Lecture Notes in Artificial Intelligence, 4933, Februar, 2008
(Details)

Johanna Völker, Sebastian Rudolph
Fostering Web Intelligence by Semi-automatic OWL Ontology Refinement
7th International Conference on Web Intelligence, WI 2008, Main Conference Proceedings, pages: 454-460, IEEE, Dezember, 2008
(Details)

Johanna Völker, Sergi Fernandez Langa, York Sure
Supporting the Construction of Spanish Legal Ontologies with Text2Onto
In P. Casanovas, G. Sartor, N. Casellas and R. Rubino, Computable Models of the Law. Languages, Dialogues, Games, Ontologies, pages: 105-112, Springer, Lecture Notes in Artificial Intelligence, 4884, Oktober, 2008
(Details)

Jens Lehmann, Pascal Hitzler
Foundations of Refinement Operators for Description Logics
In H. Blockeel, J. Ramon, J. Shavlik, P. Tadepalli, Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 2007, Revised Selected Papers, pages: 161-174, Lecture Notes in Artificial Intelligence, 4894, April, 2008
(Details)

Johanna Völker, Denny Vrandecic, York Sure, Andreas Hotho
Learning Disjointness
In Enrico Franconi, Michael Kifer, Wolfgang May, Proceedings of the 4th European Semantic Web Conference (ESWC'07), pages: 175-189, Springer, Lecture Notes in Computer Science, volume 4519, Juni, 2007
(Details)

Johanna Völker, Pascal Hitzler, Philipp Cimiano
Acquisition of OWL DL Axioms from Lexical Resources
In Enrico Franconi, Michael Kifer, Wolfgang May, Proceedings of the 4th European Semantic Web Conference (ESWC'07), pages: 670-685, Springer, Lecture Notes in Computer Science, 4519, Juni, 2007
(Details)

Laurent Cicurel, Stephan Bloehdorn, Philipp Cimiano
Clustering of Polysemic Words
In Reinhold Decker and Hans-Joachim Lenz, Advances in Data Analysis: Proceedings of the 30th Annual Conference of the German Classification Society (GfKl), Berlin, Germany, March 8-10, 2006, pages: 595-602, Springer, Studies in Classification, Data Analysis, and Knowledge Organization, 33
(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, pages: 334-341, Springer, Studies in Classification, Data Analysis, and Knowledge Organization, 30, Februar, 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, pages: 70-77, AAAI Press, FS-06-06, Arlington, VA, USA, Oktober, 2006
(Details)

Philipp Cimiano, Matthias Hartung, E. Ratsch
Finding the Appropriate Generalization Level for Binary Relations Extracted from the Genia Corpus
Proceedings of the International Conference on Language Resources and Evaluation (LREC), pages: 161-169Mai, 2006
(Details)

Philipp Cimiano, Steffen Staab
Learning Concept Hierarchies from Text with a Guided Agglomerative Clustering Algorithm
In Chris Biemann, Gerhard Paas, Proceedings of the ICML 2005 Workshop on Learning and Extending Lexical Ontologies with Machine Learning Methods, Bonn, Germany, August, 2005
(Details)

Philipp Cimiano, Johanna Völker
Text2Onto - A Framework for Ontology Learning and Data-driven Change Discovery
In Andres Montoyo, Rafael Munoz, Elisabeth Metais, Proceedings of the 10th International Conference on Applications of Natural Language to Information Systems (NLDB), pages: 227-238, Springer, Lecture Notes in Computer Science, 3513, Alicante, Spain, Juni, 2005
(Details)

Pascal Hitzler, Sebastian Bader, Artur Garcez
Ontology leaning as a use case for neural-symbolic integration
In Artur Garcez, Pascal Hitzler, and Jeff Ellman, Proceedings of the IJCAI-05 Workshop on Neural-Symbolic Learning and Reasoning, NeSyAugust, 2005
(Details)

Philipp Cimiano, Johanna Völker
Towards large-scale, open-domain and ontology-based named entity classification
In G. Angelova, K. Bontcheva, R. Mitkov, N. Nicolov, Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP), pages: 166-172, INCOMA Ltd., Borovets, Bulgaria, September, 2005
(Details)

Peter Haase, Johanna Völker
Ontology Learning and Reasoning - Dealing with Uncertainty and Inconsistency
In Paulo C. G. da Costa, Kathryn B. Laskey, Kenneth J. Laskey, Michael Pool, Proceedings of the Workshop on Uncertainty Reasoning for the Semantic Web (URSW), pages: 45-55November, 2005
(Details)

Marc Ehrig, York Sure, Steffen Staab
Supervised Learning of an Ontology Alignment Process
In Klaus-Dieter Althoff and Andreas Dengel and Ralph Bergmann and Markus Nick and Thomas Roth-Berghofer, Professional Knowledge Management: Third Biennial Conference, WM 2005, pages: 508 - 517, Springer, LNAI, 3782, Kaiserslautern, Germany, April, 2005
(Details)

Peter Haase, Nenad Stojanovic, York Sure, Johanna Völker
On Personalized Information Retrieval in Semantics-Based Peer-to-Peer Systems
In W. Mueller and R. Schenkel, Proceedings of the BTW-Workshop "WebDB Meets IR"
(Details)

Jens Hartmann, Nenad Stojanovic, Rudi Studer, Lars Schmidt-Thieme
Ontology-Based Query Refinement for Semantic Portals
In Matthias Hemmje, Claudia Niederée and Thomas Risse, From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments, pages: 41-50, Springer, Lecture Notes in Computer Science, 3379 / 2005, Januar, 2005
(Details)

Aleksander Pivk, Philipp Cimiano, York Sure
From Tables to Frames
In S.A. McIlraith, D. Plexousakis, and F. van Harmelen, Proceedings of the 3rd International Semantic Web Conference (ISWC2004), 7th-11th November 2004, Hiroshima Prince Hotel, Hiroshima, Japan, pages: 166-181, Springer, LNCS, 3298, November, 2004
(Details)

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
(Details)

Philipp Cimiano, Andreas Hotho, Steffen Staab
Clustering Ontologies from Text
Proceedings of the Conference on Lexical Resources and Evaluation (LREC), pages: 1721-1724, ARTIPOL, Portugal, Mai, 2004
(Details)

Jens Hartmann, York Sure
A Knowledge Discovery Workbench for the Semantic Web
Workshop on Mining for and from the Semantic Web at the ACM SIGKDDAugust, 2004
(Details)

Philipp Cimiano, Andreas Hotho, Steffen Staab
Comparing Conceptual, Partitional and Agglomerative Clustering for Learning Taxonomies from Text
Proceedings of the European Conference on Artificial Intelligence (ECAI'04), pages: 435-439, IOS Press
(Details)

José Iria, Fabio Ciravegna, Philipp Cimiano, A. Lavelli, Enrico Motta, Luca Gilardoni, Eddie Mönch
Integrating Information Extraction, Ontology Learning and Semantic Browsing into Organizational Knowledge Processes
Proceedings of the EKAW Workshop on the Application of Language and Semantic Technologies to support Knowledge Management Processes, at the 14th International Conference on Knowledge Engineering and Knowledge ManagementOktober, 2004
(Details)

Steffen Lamparter, Marc Ehrig, Christoph Tempich
Knowledge Extraction from Classifiaction Schemas
In Robert Meersman and Zahir Tari, On the Move to Meaningful Internet Systems 2004: CoopIS, DOA, and ODBASE, OTM Confederated International Conferences, Agia Napa, Cyprus, October 25-29, 2004, Proceedings, Part I, pages: 618-636, Springer, Lecture Notes in Computer Science, 3290, Agia Napa, Cyprus, Oktober, 2004
(Details)

Christoph Tempich, Raphael Volz
Towards a benchmark for Semantic Web reasoners - an analysis of the DAML ontology library
In York Sure, Proceedings of Evaluation of Ontology-based Tools (EON2003) at 2nd International Semantic Web Conference (ISWC 2003), pages: 4-15Oktober, 2003
(Details)

Viktor Pekar, Steffen Staab
Word classification based on combined measures of distributional and semantic similarity
Proc. Research Notes of the 10th Conference of the European Chapter of the Association for Computational Linguistics, April 12-17, Budapest, Hungary, pages: 147-150
(Details)

Boris Motik, Alexander Maedche, Raphael Volz
A Conceptual Modeling Approach for Semantics-Driven Enterprise Applications
Proceedings of the First International Conference on Ontologies, Databases and Application of Semantics (ODBASE-2002), Springer, LNAI
(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, pages: 264-278, Lecture Notes in Computer Science, 2342
(Details)

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book
Johanna Völker
Learning Expressive Ontologies
AKA Verlag / IOS Press, Studies on the Semantic Web, (002), Juli, 2009
(Details)

Steffen Staab, Rudi Studer
Handbook on Ontologies, 2nd Ed.
Springer, International Handbooks on Information Systems, August, 2009
(Details)

John Davies, Rudi Studer, Paul Warren
Semantic Web Technologies - trends and research in ontology-based systems
John Wiley & Sons, Juni, 2006
(Details)

Paul Buitelaar, Philipp Cimiano, Bernardo Magnini
Ontology Learning from Text: Methods, Evaluation and Applications
IOS Press, Frontiers in Artificial Intelligence, 123, Juli, 2005
(Details)

Steffen Staab, Rudi Studer
Handbook on Ontologies
Springer Verlag, International Handbooks on Information Systems, 2004
(Details)

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

Steffen Staab
Wissensmanagement mit Ontologien und Metadaten (Knowledge Management with Ontologies and Metadata)
, 2002
(Details)

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incollection
Johanna Völker, Peter Haase, Pascal Hitzler
Learning Expressive Ontologies
In Paul Buitelaar and Philipp Cimiano, Ontology Learning and Population: Bridging the Gap between Text and Knowledge, pages 45-69, IOS Press, Frontiers in Artificial Intelligence and Applications, Vol. 167, Amsterdam, Januar, 2008
(Details)

Elena Simperl, Christoph Tempich, Denny Vrandecic
A Methodology for Ontology Learning
In P. Buitelaar, P. Cimiano, Ontology Learning and Population: Bridging the Gap between Text and Knowledge, IOS Press, Frontiers in Artificial Intelligence and Applications, Vol. 167, Amsterdam, Januar, 2008
(Details)

Peter Haase, Johanna Völker
Ontology Learning and Reasoning - Dealing with Uncertainty and Inconsistency
In Paulo C. G. Costa, Claudia d'Amato, Nicola Fanizzi, Kathryn B. Laskey, Kenneth J. Laskey, Thomas Lukasiewicz, Matthias Nickles, Mike Pool, Uncertainty Reasoning for the Semantic Web I, pages 366-384, Springer, Lecture Notes in Computer Science, Vol. 5327, 2008
(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, pages 51-70, John Wiley & Sons, Juni, 2006
(Details)

Paul Buitelaar, Philipp Cimiano, Bernardo Magnini
Ontology Learning from Text: An Overview
In P- Buitelaar, P. Cimiano, B. Magnini, Ontology Learning from Text: Methods, Evaluation and Applications, IOS Press, Frontiers in Artificial Intelligence and Applications, Vol. 123, Juli, 2005
(Details)

Philipp Cimiano, Aleksander Pivk, Lars Schmidt-Thieme, Steffen Staab
Learning Taxonomic Relations from Heterogeneous Sources of Evidence
In Paul Buitelaar, Philipp Cimiano, Bernardo Magnini, Ontology Learning from Text: Methods, Evaluation and Applications, pages 59-73, IOS Press, Frontiers in Artificial Intelligence, Vol. 123, Juli, 2005
(Details)

Alexander Maedche, Viktor Pekar, Steffen Staab
Ontology Learning Part One - On Discoverying Taxonomic Relations from the Web
In Ning Zhong et al. (eds), Web Intelligence, Springer, 2002
(Details)

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proceedings
York Sure, J. Domingue
The Semantic Web: Research and Applications, 3rd European Semantic Web Conference, ESWC 2006
Springer, Lecture Notes in Computer Science, Vol. 4011, Budva, Montenegro
(Details)

Andreas Hotho, York Sure, Lise Getoor
International Workshop on Mining for and from the Semantic Web (MSW2004)
August, 2004
(Details)

York Sure, Steffen Staab, Ubbo Visser
Workshop on Semantic Web Services and Dynamic Networks (SWSDN2004)
September, 2004
(Details)

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techreport
Johanna Völker, Alexander Kesseler
Learning Disjointness Axioms
Institute AIFB, University of Karlsruhe, archiv number: 1640, Dezember, 2007
(Details)

Philipp Cimiano, Andreas Hotho, Steffen Staab
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis
Insitute AIFB, University of Karlsruhe, archiv number: 783, November, 2004
(Details)

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deliverable
Johanna Völker, Eva Blomqvist
D3.8.2 Evaluation of Methods for Contextualized Learning of Networked Ontologies
Institute AIFB, University of KarlsruheNeOn Deliverable, Februar, 2009
(Details)

Johanna Völker, Eva Blomqvist
D3.8.1 Prototype for Learning Networked Ontologies
Institute AIFB, University of KarlsruheNeOn Deliverable, Februar, 2008
(Details)

Alfio Massimiliano Gliozzo, Wim Peters, Johanna Völker, Caterina Caracciolo, Mathieu d'Aquin, Marta Sabou
D7.3.1 Results from Experiments in Ontology Learning including Evaluation and Recommendation
Italian National Research Council, (D7.3.1), NeOn Project Deliverable, Dezember, 2007
(Details)

Johanna Völker, Denny Vrandecic, York Sure
D3.3.3 Data-driven Change Discovery
Institute AIFB, University of KarlsruheSEKT Deliverable, Januar, 2007
(Details)

Johanna Völker, Denny Vrandecic, York Sure
D3.3.2 Data-driven Change Discovery -- Evaluation
Institute AIFB, University of KarlsruheSEKT Deliverable, Januar, 2006
(Details)

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)

Stephan Bloehdorn, Peter Haase, York Sure, Johanna Völker, Matjaz Bevk, Kalina Bontcheva, Ian Roberts
D6.6.1 Report on the integration of ML, HLT and OM
University of Karlsruhe, (6.6.1), SEKT Deliverable, Juli, 2005
(Details)

Johanna Völker, York Sure
D3.3.1 Data-driven Change Discovery
Institute AIFB, University of KarlsruheSEKT Deliverable, Juli, 2005
(Details)

Marc Ehrig, Thomas Gabel, Peter Haase, York Sure, Christoph Tempich, Johanna Völker
D7.1.1.b Data Manual -- Initial Version
Institute AIFB, University of Karlsruhe, (7.1.1.b), SEKT informal deliverable, 2004
(Details)

Thomas Gabel, York Sure, Johanna Völker
D3.1.1.a KAON -- Ontology Management Infrastructure
Institute AIFB, University of Karlsruhe, (3.1.1.a), SEKT informal deliverable, 2004
(Details)

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misc
Julien Nioche, Diana Maynard, Marta Sabou, Johanna Völker, Atanas Kiryakov
Human Language Technology and Knowledge Acquisition for the Semantic Web
Tutorial at EKAW2006, Oktober, 2006
(Details)

Marc Ehrig, York Sure, Steffen Staab
Bootstrapping Ontology Alignment Methods with APFEL
Poster at WWW05, Chiba, Japan, Mai, 2005
(Details)

Philipp Cimiano, Johanna Völker, York Sure
Text2Onto - A Framework for Ontology Learning and Datadriven Change Discovery
Demo at ESWC2005, Mai, 2005
(Details)

Hamish Cunningham, Kalina Bontcheva, Marta Sabou, Johanna Völker, Atanas Kiryakov
Human Language Technology and Knowledge Acquisition for the Semantic Web
Tutorial at ESWC2005, Mai, 2005
(Details)

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