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Economically organized hierarchies in WordNet and the Oxford English Dictionary
Authors:Mark A. Changizi  
Affiliation:aDepartment of Cognitive Science, Rensselaer Polytechnic Institute, Troy, NY 12180, United States
Abstract:Good definitions consist of words that are more basic than the defined word. There are, however, many ways of satisfying this desideratum. For example, at one extreme, there could be a small set of atomic words that are used to define all other words; i.e., there would be just two hierarchical levels. Alternatively, there could be many hierarchical levels, where a small set of atomic words is used to define a larger set of words, and these are, in turn, used to define the next hierarchically higher set of words, and so on to the top-level of very specific, complex words. Importantly, some possible organizations are more economical than others in the amount of space required to record all the definitions. Here I ask, How economical are dictionaries? I present a simple model for an optimal set of definitions, predicting on the order of seven hierarchical levels. I test the model via measurements from WordNet and the Oxford English Dictionary, and find that the organization of each possesses the signature features expected for an economical dictionary.
Keywords:Vocabulary   Hierarchy   Optimality   WordNet   Definition   Dictionary   Number of levels
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