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Novel conceptual combination can dynamically reconfigure semantic memory networks

Yoed N. Kenett, Sharon L. Thompson‐Schill

202034 citationsDOIOpen Access PDF

Abstract

We do not simply have concepts; we use concepts. And, the way in which we use concepts can dynamically change the relations among them. One way to shed light on this dynamic nature is to examine how the novel processing of concepts—in our case, interpreting unfamiliar nominal compounds—might reconfigure semantic memory networks. We used network science tools to characterize properties of participants’ semantic networks (e.g., connectivity), and we compared these networks before and after participants constructed novel conceptual combinations. Furthermore, we contrasted combinations in which one attribute of one concept is used to describe another (attributive) with those in which a relation is identified to link two concepts (relational). We found that relational, but not attributive, combinations increased connectivity and lowered structure in the network. We suggest that constructing relational interpretations of compounds requires the generation of novel contexts, thus leading to greater restructuring of the semantic network.

Topics & Concepts

AttributiveComputer scienceSemantic networkRelation (database)Semantic memoryArtificial intelligenceTheoretical computer scienceCognitionData miningPsychologyLinguisticsNeurosciencePhilosophyNeural dynamics and brain functionFunctional Brain Connectivity StudiesMemory and Neural Mechanisms