Title
A computational account of conceptual blending in basic mathematics
Abstract
We present an account of a process by which different conceptualisations of number can be blended together to form new conceptualisations via recognition of common features, and judicious combination of their distinctive features. The accounts of number are based on Lakoff and Nunez's cognitively-based grounding metaphors for arithmetic. The approach incorporates elements of analogical inference into a generalised framework of conceptual blending, using some ideas from the work of Goguen. The ideas are worked out using Heuristic-Driven Theory Projection (HDTP, a method based on higher-order anti-unification). HDTP provides generalisations between domains, giving a crucial step in the process of finding commonalities between theories. In addition to generalisations, HDTP can also transfer concepts from one domain to another, allowing the construction of new conceptual blends. Alongside the methods by which conceptual blends may be constructed, we provide heuristics to guide this process.
Year
DOI
Venue
2011
10.1016/j.cogsys.2011.01.004
Cognitive Systems Research
Keywords
Field
DocType
analogical inference,heuristic-driven theory projection,computational account,common feature,anti-unification,new conceptual blend,different conceptualisations,conceptual blending,cognitively-based grounding metaphor,hdtp,analogy,new conceptualisations,conceptual blend,basic mathematics,crucial step,mathematical cognition,mathematical reasoning,metaphor,higher order
Anti-unification,Cognitive science,Inference,Computer science,Conceptual blending,Heuristics,Artificial intelligence,Analogy,Numerical cognition,Machine learning,Metaphor,Mathematical reasoning
Journal
Volume
Issue
ISSN
12
3-4
Cognitive Systems Research
Citations 
PageRank 
References 
14
1.06
6
Authors
8
Name
Order
Citations
PageRank
Markus Guhe11059.01
Alison Pease214517.82
Alan Smaill385486.81
Maricarmen Martínez4243.13
Martin Schmidt5213.05
Helmar Gust614322.86
Kai-uwe Kühnberger721128.67
Ulf Krumnack88713.03