Conceptual spaces, features, and word meanings: The case of Dutch shirts

Publication date

2015-04-17

Authors

Zwarts, JoostORCID 0000-0002-8892-6523ISNI 0000000048214287

Editors

Zenker, Frank
Gärdenfors, Peter

Advisors

Supervisors

Document Type

Part of book
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Abstract

This paper explores how a conceptual space for the representation of word meanings can be constructed and visualized for one particular domain, namely Dutch words for different types of shirts. It draws on earlier empirical corpus-based research that has identified different features for uniquely describing each of these types and different ways in which they are lexically described in fashion magazines. The present study defines a metric that makes it possible to construct a feature-based space in which the extension of each of the Dutch shirt terms can be visualized and in which it is possible to study the distribution of words and the validity of different constraints on that distribution: conjunctivity, convexity, connectivity, coherence, and centrality. Although the paper concludes that definite conclusions about these constraints are only possible on the basis of more complete lexical datasets, it demonstrates the potential of the conceptual space approach for studying word meanings.

Keywords

Word meaning, Features, Categorization, Similarity, Semantic map, Taverne

Citation

Zwarts, J 2015, Conceptual spaces, features, and word meanings : The case of Dutch shirts. in F Zenker & P Gärdenfors (eds), Applications of Conceptual Spaces : The Case for Geometric Knowledge Representation. 1 edn, Synthese Library, vol. 359, Springer, Cham, pp. 57-78. https://doi.org/10.1007/978-3-319-15021-5_4