Institut für Kognitionswissenschaft

Institute of Cognitive Science


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Selected Publications


2018

Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger (2018):
A computational framework for conceptual blending. Artif. Intell. 256: 105-129.

Berov, L., & Standvoss, K. (2018):
Discourse Embellishment Using a Deep Encoder-Decoder Network. Proceedings of the Third Workshop on Computational Creativity in Natural Language Generation, Tilburg, Netherlands.

Berov, L., & Kühnberger, K.-U. (2018):
An Evaluation of Perceived Personality in Fictional Characters Generated by Affective Simulation. Proceedings of the Ninth International Conference on Computational Creativity, Salamanca, Spain: Association for Computational Creativity.

Anthony Hunter, Sylwia Polberg, Nico Potyka (2018):
Updating Belief in Arguments in Epistemic Graphs. KR 2018: 138-147.

Nico Potyka (2018):
Continuous Dynamical Systems for Weighted Bipolar Argumentation. KR 2018: 148-157.

Lucas Bechberger and Kai-Uwe Kühnberger (2018):
Formal Ways for Measuring Relations between Concepts in Conceptual Spaces. Expert Systems: e12348

2017

Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Danny Gómez-Ramírez, Alan Smaill, Tarek Richard Besold, Alison Pease, Martin Schmidt, Markus Guhe, Kai-Uwe Kühnberger (2017):
Theory blending: extended algorithmic aspects and examples. Ann. Math. Artif. Intell. 80(1): 65-89.

Bechberger, L. & Kühnberger, K.-U. (2017):
A Thorough Formalization of Conceptual Spaces. KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25--29, 2017, Proceedings, Springer International Publishing, 58-71.

Bechberger, L. & Kühnberger, K.-U. (2017):
Measuring Relations Between Concepts In Conceptual Spaces. Artificial Intelligence XXXIV: 37th SGAI International Conference on Artificial Intelligence, AI 2017, Cambridge, UK, December 12-14, 2017, Proceedings, Springer International Publishing, 2017, 87-100.
(Best Student Paper Award)

Berov, L. (2017):
Steering plot through personality and affect: an extended BDI model of fictional characters. In KI 2017: Advances in Artificial Intelligence: Proceedings of the 40th Annual German Conference on AI. Dortmund, Germany: Springer International Publishing.

Berov, L. (2017):
Towards a computational measure of plot tellability. In 10th International Workshop on Intelligent Narrative Technologies. AAAI Press.

Nico Potyka, Matthias Thimm (2017):
Inconsistency-tolerant reasoning over linear probabilistic knowledge bases. Int. J. Approx. Reasoning 88: 209-236 (2017)

2016

Berov, L., & Kühnberger, K.-U. (2016):
Visual hallucination for computational creation. In F. Pachet, A. Cardoso, V. Corruble, & F. Ghedini (Eds.), Proceedings of the Seventh International Conference on Computational Creativity (pp. 107–114). UPMC, Paris, France: Sony CSL Paris, France.

Nico Potyka, Danny Gómez-Ramírez, Kai-Uwe Kühnberger(2016):
Towards a Computational Framework for Function-Driven Concept Invention. AGI 2016: 212-222.

Ahmed M. H. Abdel-Fattah, Wael Zakaria, Nashwa Abdelghaffar, Nohayr Abdelmoneim, Stefan Schneider, Kai-Uwe Kühnberger(2016):
A Preliminary Assessment of the Role of Conceptual Salience in Automatic Sketching. AIC 2016: 81-92.

Nico Potyka, Erman Acar, Matthias Thimm, Heiner Stuckenschmidt (2016):
Group Decision Making via Probabilistic Belief Merging. IJCAI 2016: 3623-3629.

2015

Tarek Richard Besold, Kai-Uwe Kühnberger, Artur S. d'Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy (2015):
Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition. AGI 2015: 35-45.

Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos A. Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger (2015):
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI 2015: 2445-2451.

2014

Maricarmen Martínez, Ulf Krumnack, Alan Smaill, Tarek Richard Besold, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Markus Guhe, Alison Pease (2014):
Algorithmic Aspects of Theory Blending. AISC 2014: 180-192.

Marco Schorlemmer, Alan Smaill, Kai-Uwe Kühnberger, Oliver Kutz, Simon Colton, Emilios Cambouropoulos, Alison Pease (2014):
COINVENT: Towards a Computational Concept Invention Theory. ICCC 2014: 288-296.

Tarek Richard Besold, Kai-Uwe Kühnberger (2014):
Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques. KI 2014: 55-61.

Martin Schmidt, Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger (2014):
Heuristic-Driven Theory Projection: An Overview. Computational Approaches to Analogical Reasoning 2014: 163-194.

2013

Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger(2013):
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems. AGI 2013: 1-10.

Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek Besold, Martin Schmidt, Stefan Schneider (2013):
Sketch Learning by Analogy. SHAPES 2013: 49-58.

Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger (2013):
Dynamic Assembly of Figures in Visuospatial Reasoning. SHAPES 2013: 137-141.

2012

Ahmed M. H. Abdel-Fattah, Tarek Besold, Kai-Uwe Kühnberger (2012):
Creativity, Cognitive Mechanisms, and Logic. AGI 2012: 1-10.

Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang (2012):
Rationality-Guided AGI as Cognitive Systems. CogSci 2012.

Tarek Richard Besold, Kai-Uwe Kühnberger: (2012):
E Pluribus Multa In Unum: The Rationality Multiverse. CogSci 2012.

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. (in press):
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., Martinez, M., Schmidt, M., Gust, H., Kühnberger, K.-U. & Krumnack, U. (in press):
A Computational Account of Conceptual Blending in Basic Mathematics, Cognitive Systems Research.

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. & Kuhn, W. (2009):
A Hybrid Similarity Measure for Spatial Information Retrieval. Journal of Spatial Cognition and Computation, 9(1):30-63.

Schwering, A., Kühnberger, K.-U. & Kokinov, B. (2009):
Analogies: Integrating Cognitive Abilities – Guest Editorial. Cognitive Systems Research 10(3):175-177.

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

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

Janowicz, K., Raubal, M., Schwering, A. & Kuhn, W. (2008):
Editorial of the Special Issue on Semantic Similarity Measurement and Geospatial Applications. Transactions of Geographic Information Systems 12(6):651-659.

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.

Krumnack, U., Gust, H., Kühnberger, K.-U. & Schwering, A. (2008):
Re-Representation in a Logic-Based Model for Analogy Making. In W.R. Wobcke & M. Zhang: Advances in Artificial Intelligence, 21st Australasian Artificial Intelligence Conference (AI-08), Lecture Notes in Artificial Intelligence, Springer, pp. 42-48.

Schwering, A. (2008).
Approaches to Semantic Similarity Measurement between Geo-Spatial Data: A Survey. Transactions in Geographic Information Science 12(1):5-29.

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.

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.

Schwering, A. (2007):
Evaluation of a Semantic Similarity Measure for Natural Language Spatial Relations. Conference on Spatial Information Theory (COSIT07), Melbourne, Australia, LNCS 4736, Springer, pp.116-132.

Schwering, A. (2007):
Semantic Similarity of Natural-Language Spatial Relations. Symposium: Spatial Reasoning and Communication, International Conference on Artificial and Ambient Intelligence (AISB07), Newcastle upon Tyne, United Kingdom, pp. 491-496.

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.

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.

2003

Schmid, U., Gust, H., Kühnberger, K.-U., Burghardt, J. (2003):
An Algebraic Framework for Solving Proportional and Predictive Analogies. In F. Schmalhofer, R. Young and G. Katz (Eds.), Proceedings of the European Conference on Cognitive Science (EuroCogSci 2003), Osnabrück, Germany, 10.-13. September 2003, Lawrence Erlbaum, pp. 295–300.

Gust, H., Kühnberger, K.-U., Schmid, U. (2003):
Metaphors and Anti-Unification. In: F. Spoto, G. Scollo, and A. Nijholt (Eds), Proceedings of the Twenty-First Twente Workshop on Language Technology: Algebraic Methods in Language Processing (AMiLP-3), Verona, Italy, 25-27 August 2003, pp. 111-123.

Gust, H., Kühnberger, K.-U., Schmid, U. (2003):
Solving Predictive Analogy Tasks with Anti-Unification. In: P. Slezak et.al. (Eds.), Proceedings of the Joint International Conference on Cognitive Science 2003 (ICCS/ASCS-2003), Sydney, Australia 13 - 17 July 2003, pp. 145-150.

Kühnberger, K.-U. (2003):
A Representation Formalism for Metaphors. In: Proceedings of the 25th Annual Meeting of the Deutsche Gesellschaft für Sprachwissenschaft, 26.-28. February 2003, München, p. 118.