Asymmetric Hybrids: Dialogues for Computational Concept Combination
Guendalina Righetti, Daniele Porello, Nicolas Troquard, Oliver Kutz, Maria Hedblom & Pietro Galliani
In Fabian Neuhaus & Boyan Brodaric (eds.), Formal Ontology in Information Systems - Proceedings of the Twelfth International Conference, {FOIS} 2021, Bozen-Bolzano, Italy, September 11-18, 2021. Frontiers in Artificial Intelligence and Applications. IOS Press. pp. 81-96 (2022)
Abstract
When people combine concepts these are often characterised as “hybrid”, “impossible”, or “humorous”. However, when simply considering them in terms of extensional logic, the novel concepts understood as a conjunctive concept will often lack meaning having an empty extension (consider “a tooth that is a chair”, “a pet flower”, etc.). Still, people use different strategies to produce new non-empty concepts: additive or integrative combination of features, alignment of features, instantiation, etc. All these strategies involve the ability to deal with conflicting attributes and the creation of new (combinations of) properties. We here consider in particular the case where a Head concept has superior ‘asymmetric’ control over steering the resulting concept combination (or hybridisation) with a Modifier concept. Specifically, we propose a dialogical approach to concept combination and discuss an implementation based on axiom weakening, which models the cognitive and logical mechanics of this asymmetric form of hybridisation.Author's Profile
My notes
Similar books and articles
Concept Combination in Weighted Logic.Guendalina Righetti, Claudio Masolo, Nicolas Toquard, Oliver Kutz & Daniele Porello - 2021 - In Proceedings of the Joint Ontology Workshops 2021 Episode {VII:} The Bolzano Summer of Knowledge co-located with the 12th International Conference on Formal Ontology in Information Systems {(FOIS} 2021), and the 12th Internati.
Towards Even More Irresistible Axiom Weakening.Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti & Nicolas Toquard - 2020 - In Proceedings of the 33rd International Workshop on Description Logics {(DL} 2020) co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning {(KR} 2020), Online Event, Rhodes, Greece.
Repairing Ontologies via Axiom Weakening.Daniele Porello & Oliver Kutz Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello - 2018 - In Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18). pp. 1981--1988.
A Toothful of Concepts: Towards a Theory of Weighted Concept Combination.Daniele Porello, Oliver Kutz, Guendalina Righetti, Nicolas Troquard, Pietro Galliani & Claudio Masolo - 2019 - In Mantas Simkus & Grant E. Weddell (eds.), Proceedings of the 32nd International Workshop on Description Logics, Oslo, Norway, June 18-21, 2019.
Two Approaches to Ontology Aggregation Based on Axiom Weakening.Daniele Porello, Nicolaas Troquard, Oliver Kutz, Rafael Penaloza, Roberto Confalonieri & Pietro Galliani - 2018 - In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden. pp. 1942--1948.
Repairing Socially Aggregated Ontologies Using Axiom Weakening.Daniele Porello, Nicolas Triquard, Roberto Confalonieri, Pietro Galliani, Oliver Kutz & Rafael Penaloza - 2017 - In {PRIMA} 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Nice, France, October 30 - November 3, 2017, Proceedings. Lecture Notes in Computer Science 10621,. pp. 441-449.
Pink panthers and toothless tigers: three problems in classification.Guendalina Righetti, Daniele Porello, Oliver Kutz, Nicolas Troquard & Claudio Masolo - 2019 - In Proceedings of the 7th International Workshop on Artificial Intelligence and Cognition, Manchester, UK, September 10-11, 2019. {CEUR} Workshop Proceedings 2483. pp. 39-53.
Conceptual Combination and Scientific Discovery.Paul Thagard - 1984 - PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association 1984:3 - 12.
The Evolution of Diversity.Colin Beckley & Ute Bonillas - 2017 - Milton Keynes: Think Logically Books.
Conceptual Combination: Extension and Intension. Commentary on Aerts, Gabora, and Sozzo.James A. Hampton - 2014 - Topics in Cognitive Science 6 (1):53-57.
Does Panexperiential Holism Solve the Combination Problem?Ludwig Jaskolla & Alexander J. Buck - 2012 - Journal of Consciousness Studies 19 (9-10):9-10.
The Curious Case of the Refrigerator–TV: Similarity and Hybridization.Michael Gibbert, James A. Hampton, Zachary Estes & David Mazursky - 2012 - Cognitive Science 36 (6):992-1018.
Measuring concept similarity in ontologies using weighted concept paths.Delia Rusu, Blaž Fortuna & Dunja Mladenić - 2014 - Applied ontology 9 (1):65-95.
The significance of the concept of disease for justice in health care.Thomas Schramme - 2007 - Theoretical Medicine and Bioethics 28 (2):121-135.
Analytics
Added to PP
2022-04-01
Downloads
94 (#133,249)
6 months
33 (#39,210)
2022-04-01
Downloads
94 (#133,249)
6 months
33 (#39,210)
Historical graph of downloads