Staff

Vita     Lehre     Forschung     Publikationen    

Prof. Dr. Kai-Uwe Kühnberger

Publikationen

Recent Work on Analogical Reasoning (Selection)

2011

Besold,T., Krumnack, U., Abdel-Fattah, A., Schmidt, M., Kühnberger, K.-U.,(2011): An Argument for an Analogical Perspective on Rationality & Decision-Making. Workshop "Reasoning about other minds: Logical and cognitive perspectives" auf der Thirteenth Conference on Theoretical Aspects of Rationality and Knowledge (TARK XIII) .

Martinez,M., Besold, T., Abdel-Fattah, A., Kühnberger, K-U., Gust, H., Schmidt, M., Krumnack,U., (2011): Towards a Domain-Independent Computational Framework for Theory Blending. AAAI Fall Symposium "Advances in Cognitive Systems.

Schmidt, M., Gust, H., Kühnberger, K-U., Krumnack, U., (2011): Refinements of Restricted Higher-Order Anit-Unification for Heuristic-Driven Theory Projection. Proceedings 34th Annual German Conference on Artificial Intelligence, Springer.

Guhe, M., Pease, A., Smaill, A., Martinez, M., Schmidt, M., Gust, H., Kühnberger, K.-U. & Krumnack, U. (2011): A Computational Account of Conceptual Blending in Basic Mathematics, Cognitive Systems Research 12 (3-4) S. 249-265

2010

Guhe, M., Pease, A., Smaill, A., Schmidt, M., Gust, H., Kühnberger, K.-U. & Krumnack, U. (2010): Mathematical Reasoning with Higher-Order Anti-Unification. Annual Meeting of the Cognitive Science Society (CogSci 2010).

Krumnack, Ulf; Gust, Helmar; Schwering, Angela & Kühnberger, Kai-Uwe (2010): Remarks on the Meaning of Analogical Relations. In: E. Baum, M. Hutter & E. Kitzelmann (eds.): Third Conference on Artificial General Intelligence (AGI'10), Atlantis Press, pp. 67-72.

2009

Schwering, A., Bauer, C., Dorceva, I., Gust, H., Krumnack, U. & Kühnberger, K.-U. (2009): The Impact of Gestalt Principles on Solving Geometric Proportional Analogies. In: B. Kokinov, K. Holyoak & D. Gentner (eds.): New Frontiers in Analogy Research. Proceedings of the Second International Conference on Analogy, pp. 404-413, New Bulgarian University Press.

Schwering, A., Gust, H., Kühnberger, K.-U. & Krumnack, U. (2009): Solving Geometric Analogies with the Analogy Model HDTP. In: N.A. Taaten & H. van Rijn (eds.): Proceedings of the 31st Annual Meeting of the Cognitive Science Society (pp. 1780-1785), Austin, TX: Cognitive Science Society.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (2009): Syntactic Principles of Heuristic-Driven Theory Projection. Cognitive Systems Research 10(3):251-269.

Schwering, A., Kühnberger, K.-U., Krumnack, U. & Gust, H. (2009): Spatial Cognition of Geometric Figures in the Context of Proportional Analogies. Conference on Spatial Information Theory (COSIT'09), Springer, pp. 18-35.

Schwering, A., Kühnberger, K.-U., Krumnack, U., Gust, H., Wandmacher, T., Indurkhya, B. & Ojha, A. (2009): A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertismens. In Proceedings of International Conference on Agents and Artificial Intelligence (ICAART 2009).

Stollinski, R., Schwering, A., Kühnberger, K.-U. & Krumnack, U. (2009): Structural Alignment of Visual Stimuli Influences Human Object Categorization. In: B. Kokinov, K. Holyoak & D. Gentner (Hrsg.): New Frontiers in Analogy Research. Proceedings of the Second International Conference on Analogy, pp. 433-442, New Bulgarian University Press.

2008

Krumnack, U., Gust, H., Kühnberger, K.-U. & Schwering, A. (2008): The Re-Representation Problem in a Logic-Based Framework for Analogy Making, 23rd AAAI Conference on Artificial Intelligence (AAAI-08), pp. 1462-1463.

Schwering, A. & Kühnberger, K.-U. (2008): Child versus Adult Analogy - The Role of Systematicity and Abstraction in Analogy Models (Commentary), Behavioral and Brain Sciences 31(4):395-396.

Gust, H., Krumnack, U., Kühnberger, K.-U. & Schwering, A. (2008): Analogical Reasoning: A Core of Cognition. KI - Zeitschrift Künstliche Intelligenz 1/08:8-12.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (2008): Analogy as Integrating Framework for Human-Level Reasoning. In: P. Wang, B. Goertzel & S. Frankling (eds.): Artificial General Intelligence 2008. Proceedings of the First AGI Conference, IOS Press, pp. 419-423.

2007

Gust, H., Krumnack, U., Kühnberger, K.-U. & Schwering, A. (2007): An Approach to the Semantics of Analogical Relations, in S. Vosniadou, D. Kayser & A. Protopapas (eds.): Proceedings of EuroCogSci 2007, Lawrence Erlbaum, pp. 640-645.

Krumnack, U., Schwering, A., Gust, H. & Kühnberger, K.-U. (2007): Restricted Higher-Order Anti-Unification for Analogy Making, Twenties Australian Joint Conference on Artificial Intelligence (AI 2007), Springer, pp. 273-282.

Polushkina, S., Kühnberger, K.-U. & Gust, H. (2007): Solving Systems of Equations: A Case Study in Analogical Problem Solving, in: S. Vosniadou, D. Kayser & A. Protopapas (eds.): Proceedings of EuroCogSci 2007, Lawrence Erlbaum, p. 898.

Schwering, A., Kühnberger, K.-U., Krumnack, U. & Gust, H. (2007): Integrating Analogical and Inductive Learning at Different Levels of Generalizations. In: LNVD 2007: Learning from Non-Vectorial Data. Proceedings of the KI-2007 Workshop held in Osnabrück, Germany, September 10th, 2007, Publications of the Institute of Cognitive Science, volume 6-2007, pp. 46-57.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (2007): Using Gestalt Principles to Compute Analogies of Geometric Figures. In: D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (pp. 1485-1490). Austin, TX: Cognitive Science Society.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (2007): Analogical Reasoning with SMT and HDTP, in S. Vosniadou, D. Kayser & A. Protopapas (eds.): Proceedings of EuroCogSci 2007, Lawrence Erlbaum, pp. 652-657.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (2007): Abstraction in Analogy, Abstract in 8. Fachtagung der Gesellschaft für Kognitionswissenschaft (KogWis 2007), Saarbrücken.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (2007): Workshop on Analogies: Integrating Multiple Cognitive Abilities (AnICA07). In: D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (p. 55). Austin, TX: Cognitive Science Society.

2006

Gust, H. & Kühnberger, K.-U. (2006): Explaining Effective Learning by Analogical Reasoning, in: R. Sun & N. Miyake (Hrsg.): CogSci/ICCS 2006: 28th Annual Conference of the Cognitive Science Society in cooperation with the 5th International Conference of the Cognitive Science (in the Asian-Pacific region), Lawrence Erlbaum, pp. 1417-1422.

Gust, H., Kühnberger, K.-U. & Schmid, U. (2006): Metaphors and Heuristic-Driven Theory Projection (HDTP), Theoretical Computer Science 354:98-117.

 

Recent Work on Text Technology and Ontology Design (Selection)

2011

Wandmacher, T., Ovchinnikova, E., Mönnich, U., Michaelis, J., & Kühnberger, K.-U. (2011): Adaptation of Ontological Knowledge from Structural Textual Data. In Mehler, A., Kühnberger, K-U., Lobin, H., Lüngen, H., Storrer, A. & Witt, A. (Hrsg.) (2011): Modeling, Learning, and Processing of Text Technological Structures , Springer, S. 129-153

Mehler, A., Kühnberger, K.-U., Lobin, H., Lüngen, H., Storrer, A.& Witt, A. (2011): Introduction: Modeling, Learning, and Processing of Text-Technological Data Structures. In Mehler, A., Kühnberger, K-U., Lobin, H., Lüngen, H., Storrer, A. & Witt, A. (Hrsg.) (2011): Modeling, Learning, and Processing of Text Technological Structures , Springer, S. 1-11

2010

Todorov, K., Geibel, P. & Kühnberger, K.-U. (2010): Mining Concept Similarities for Heterogeneous Ontologies. 10th International Conference on Data Mining (ICDM 2010), LNAI 6171, pp. 86-100.

Todorov, K., Geibel, P. & Kühnberger, K.-U. (2010): Extensional Ontology Matching with Variable Selection for Support Vector Machines. The International Conference on Complex, Intelligent and Software Intensive Systems 2010 (CISIS 2010), IEEE Computer Society Press, pp. 962-968.

2008

Geibel, P., Pustylnikov, O., Mehler, A., Gust, H. & Kühnberger, K.-U. (2008): Classification of Documents Based on the Structure of Their DOM Trees, in M. Ishikawa, K. Doya, H. Miyamoto & T. Yamakawa (eds.): Neural Information Processing, 14th International Conference (ICONIP 2007), LNCS 4985, Springer, pp. 779-788.

Mönnich, U. & Kühnberger, K.-U. (2008): Editorial. Journal of Language Technology and Computational Linguistics 23(1):iii-vii.

Stührenberg, M., Kühnberger, K.-U., Lüngen, H., Mehler, A., Metzing, D.& Mönnich, U. (2008): Sustainability of text-technological resources. In: Andreas Witt, Georg Rehm, Thomas Schmidt, Khalid Choukri & Lou Burnard (eds.), Proceedings of the LREC '08 Workshop "Sustainability of Language Resources and Tools for Natural Language Processing", pp. 33-40, Marrakech, Morocco, May 2008.

2007

Geibel, P., Gust, H. & Kühnberger, K.-U. (2007): Variants of Tree Kernels for XML Documents, in Proceedings of 6th Mexican International Conference on Artificial Intelligence (MICAI 2007), LNAI 4827, pp. 850-860, Springer.

Geibel, P., Krumnack, U., Pustylnikov, O., Mehler, A., Gust, H. & Kühnberger, K.-U. (2007): Structure-Sensitive Learning of Text Types, Twenties Australian Joint Conference on Artificial Intelligence (AI 2007), Springer, pp. 642-646.

Gust, H. & Kühnberger, K.-U. & Schmid, U. (2007): Ontologies as a Cue for the Metaphorical Meaning of Technical Concepts, in Andrea Schalley & Drew Khlentzos (eds.): Mental States: Evolution, Function, Nature, John Benjamins Publishing Company, Amsterdam, Philadelphia, pp. 191-212.

Mönnich, U. & Kühnberger, K.-U. (2007): Editorial. Journal of Language Technology and Computational Linguistics 22(2):iii-viii.

Mönnich, U., Michaelis, J., Ovchinnikova, E., Wandmacher, T. & Kühnberger, K.-U. (2007): Information Extraction from Annotation Graphs Serving for the Adaptation of Ontologies - Position Paper. In: LNVD 2007: Learning from Non-Vectorial Data. Proceedings of the KI-2007 Workshop held in Osnabrück, Germany, September 10th, 2007, Publications of the Institute of Cognitive Science, volume 6-2007, pp. 31-35.

Ovchinnikova, E. & Kühnberger, K.-U. (2007): Automatic Ontology Extension: Resolving Inconsistencies, Journal of Language Technology and Computational Linguistics 22(2):19-33.

Ovchinnikova, E. & Kühnberger, K.-U. (2007): Automatic Ontology Extension: Resolving Inconsistencies - Extended Abstract -, in: Proceedings "Ontologies and Text Technology: Approaches to Extract Semantic Knowledge from Syntactic Information", PICS, vol. 2007-1, pp. 93-98.

Ovchinnikova, E., Wandmacher, T. & Kühnberger, K.-U. (2007): Solving Terminological Inconsistency Problems in Ontology Design, International Journal of Interoperability in Business Information Systems (IBIS) 4:65-80.

2006

Ovchinnikova, E. & Kühnberger, K.-U. (2006): Adaptive ALE-TBox for Extending Terminological Knowledge, in A. Sattar & B. H. Kang (eds.): AI 2006, Proceedings of the 19th ACS Australian Joint Conference on Artificial Intelligence, LNAI 4304 (Lecture Notes in Artificial Intelligence), Springer, pp. 1111-1115.

Ovchinnikova, E. & Kühnberger, K.-U. (2006): Aspects of Automatic Ontology Extension: Adapting and Regeneralizing Dynamic Updates, in M. Orgun (Hrsg.): Advances in Ontologies. Proceedings of the Australasian Ontology Workshop (AOW 2006), Conferences in Research and Practice in Information Technology 72:52-60.

 

Recent Work on Machine Learning and Neuro-Symbolic Integration (Selection)

2011

Geibel, P., Mehler, A. & Kühnberger, K.-U. (2011): Learning Methods for Graph Models of Document Structure. In Mehler, A., Kühnberger, K.-U., Lobin, H., Lüngen, H., Storrer, A. & Witt, A. (eds.) (2011): Modeling, Learning, and Processing of Text Technological Structures, Springer, pp. 267-298.

2009

Hitzler, P. & Kühnberger, K.-U. (2009): The Importance of Being Neural-Symbolic - A Wilde Position. In B. Goertzel, P. Hitzler & M. Hutter (eds.): Artificial General Intelligence. Second Conference on Artificial General Intelligence (AGI 2009), Atlantis Press, pp. 208-209.

2008

Kühnberger, K.-U., Gust, H. & Geibel, P. (2008): Perspectives of Neuro-Symbolic Integration - Extended Abstract -, in L. DeRaedt, B. Hammer, P. Hitzler & W. Maass (eds.): Dagstuhl Seminar Proceedings: Recurrent Neural Networks - Models, Capacities, and Applications.

Gust, H., Kühnberger, K.-U. & Geibel, P. (2008): Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device. in M. Ishikawa, K. Doya, H. Miyamoto & T. Yamakawa (eds.): Neural Information Processing, 14th International Conference (ICONIP 2007), LNCS 4985, Springer, pp. 738-748.

2007

Gust, H., Kühnberger, K.-U. & Geibel, P. (2007): Learning Models of Predicate Logical Theories with Neural Networks Based on Topos Theory, in P. Hitzler & B. Hammer (eds.): Perspectives of Neural-Symbolic Integration, Studies in Computational Intelligence (SCI) 77, Springer, pp. 233-264.

2006

Gust, H. & Kühnberger, K.-U. (2006): The Relevance of Artificial Intelligence for Human Cognition, in C. Lebiere & R. Wray (eds.): Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems, Menlo Park : AAAI Press, S. 64-69.

2005

Gust, H. & Kühnberger, K.-U. (2005): Learning Symbolic Inferences with Neural Networks. In: B. Bara, L. Barsalou & M. Bucciarelli (Eds.): CogSci 2005: XXVII Annual Conference of the Cognitive Science Society, Lawrence Erlbaum, pp. 875-880.

 

Recent Work on Integrated Cognition (Selection)

2009

Gust, H., Krumnack, U., Schwering, A. & Kühnberger, K.-U. (2009): The Role of Logic in AGI Systems: Towards a Lingua Franca for General Intelligence. In B. Goertzel, P. Hitzler & M. Hutter (eds.): Artificial General Intelligence. Second Conference on Artificial General Intelligence (AGI 2009), Atlantis Press, pp. 43-48.

Schwering, A., Krumnack, U., Gust, H. & Kühnberger, K.-U. (2009): Learning and Recognition of Sketches for Complex Computational Cognition - Position Paper. Proceedings of the Workshop "Complex Cognition", KI 2009, Paderborn, URL: http://www.cogsys.wiai.uni-bamberg.de/KI09WSCoCo/KI09-WS-CoCo-Proceedings.pdf.

2008

Kühnberger, K.-U., Geibel, P., Gust, H., Krumnack, U., Ovchinnikova, E., Schwering, A. & Wandmacher, T. (2008): Learning from Inconsistencies in an Integrated Cognitive Architecture. In: P. Wang, B. Goertzel & S. Franklin (eds.): Artificial General Intelligence 2008. Proceedings of the First AGI Conference, IOS Press, pp. 212-223.

2007

Kühnberger, K.-U. (2007): Principles for the Foundation of Integrated Higher Cognition (Abstract). In: D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the 29th Annual Conference of the Cognitive Science Society (p. 1796). Austin, TX: Cognitive Science Society.

Kühnberger, K.-U., Wandmacher, T., Schwering, A., Ovchinnikova, E., Krumnack, U., Gust, H. & Geibel, P. (2007): I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities, in Proceedings of 6th Mexican International Conference on Artificial Intelligence (MICAI 2007), LNAI 4827, pp. 203-214, Springer.

Kühnberger, K.-U., Wandmacher, T., Schwering, A., Ovchinnikova, E., Krumnack, U., Gust, H. & Geibel, P. (2007): Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture, in P. Hitzler, T. Roth-Berghofer, S. Rudolph: Foundations of Artificial Intelligence (FAInt-07), Workshop at KI 2007, CEUR-WS, vol. 277, pp. 1-15.

 

Recent Work on Logic, Algebraic Methods, Philosophy, and Other Things (Selection)

2009

Hitzler, Pascal & Kühnberger, Kai-Uwe (2009): Facets of Artificial General Intelligence. Künstliche Intelligenz 2/09:58-59.

2008

Gust, H., Krumnack, U., Kühnberger, K.-U. & Schwering, A. (2008): Human-Level Intelligence. Künstliche Intelligenz 1/2008:42.

2007

Kühnberger, Kai-Uwe (2007): CogSci / ICCS 2006 (Conference Report). Künstliche Intelligenz 4/07:73.

2006

Slaby, J., Katz, G., Kühnberger, K.-U. & Stephan, A. (2006): Embodied Targets, or the Origin of Mind-Tools, Review Essay on Hugh Clapin's (ed.) Philosophy of Mental Representation, OUP 2002, Philosophical Psychology 19(1):103-118.

2005

Kühnberger, K.-U., Löwe, B., Möllerfeld, M. & Welch, P. (2005): Comparing Inductive and Circular Definitions: Parameters, Complexity and Games, Studia Logica 81:79-98.

Reuer, V. & Kühnberger, K.-U. (2005): Feature Constraint Logic and Error Detection in ICALL Systems. In: P. Blache & E. Stabler (Eds.): Proceedings of the 5th International Conference on the Logical Aspects of Computational Linguistics (LACL 2005), Lecture Notes in Artificial Intelligence 3492, Springer, pp. 255-270.

Reuer, V. & Kühnberger, K.-U. (2005): An Algorithm Detecting and Tracing Errors in ICALL Systems. In: G. Angelova, K. Bontcheva, R. Mitkov, N. Nicolov & N. Nikolov (Eds.): Proceedings of the International Conference of Recent Advances in Natural Language Processing 2005 (RANLP 2005), Incoma Ltd., pp. 419-423.

 

Editorial Work (Selection)

Mehler, A., Kühnberger, K-U., Lobin, H., Lüngen, H., Storrer, A. & Witt, A. (eds.) (2011) Modeling, Learning, and Processing of Text Technological Structures, Springer, Studies in Computational Intelligence Series 370

Schwering, A., Kühnberger, K.-U. & Kokinov, B. (eds.) (2009): Analogies - Integrating Cognitive Abilities. Special issue of Cognitive Systems Research.

Mönnich, U. & Kühnberger, K.-U. (eds.) (2008): Applications of Ontologies in Text Technology. Journal of Language Technology and Computational Linguistics, volume 23(1).

Mönnich, U. & Kühnberger, K.-U. (eds.) (2007): Foundations of Ontologies in Text Technology. Journal of Language Technology and Computational Linguistics, volume 22(2).

Mönnich, U. & Kühnberger, K.-U. (eds.) (2007): Proceedings "Ontologies and Text Technology: Approaches to Extract Semantic Knowledge from Syntactic Information", Publications of the Institute of Cognitive Science (PICS), volume 1-2007.

Schwering, A., Krumnack, U., Kühnberger, K.-U. & Gust, H. (eds.) (2007): Proceedings of the Workshop "Analogies: Integrating Multiple Cognitive Abilities", Publications of the Institute of Cognitive Science (PICS), vol. 5-2007.

 

Theses

Kühnberger, K.-U. (2002): Formal Frameworks for Circular Phenomena: Possibilities of Modeling Pathological Expressions in Formal and Natural Languages, PhD Dissertation Universität Tübingen. Available Online: http://tobias-lib.ub.uni-tuebingen.de/volltexte/2002/477/

Kühnberger, K.-U. (1996): Wahrheitsprädikate in formalen Sprachen und Fixpunkte in algebraischen Strukturen, Master thesis, University of Tübingen

Bild
[Edit]

Administration