The Influence of Closeness Centrality on Lexical Processing

The present study examined how the network science measure known as closeness centrality (which measures the average distance between a node and all other nodes in the network) influences lexical processing. In the mental lexicon, a word such as CAN has high closeness centrality, because it is close...

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Main Authors: Rutherford Goldstein, Michael S. Vitevitch
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fpsyg.2017.01683/full
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author Rutherford Goldstein
Michael S. Vitevitch
author_facet Rutherford Goldstein
Michael S. Vitevitch
author_sort Rutherford Goldstein
collection DOAJ
description The present study examined how the network science measure known as closeness centrality (which measures the average distance between a node and all other nodes in the network) influences lexical processing. In the mental lexicon, a word such as CAN has high closeness centrality, because it is close to many other words in the lexicon. Whereas, a word such as CURE has low closeness centrality because it is far from other words in the lexicon. In an auditory lexical decision task (Experiment 1) participants responded more quickly to words with high closeness centrality. In Experiment 2 an auditory lexical decision task was again used, but with a wider range of stimulus characteristics. Although, there was no main effect of closeness centrality in Experiment 2, an interaction between closeness centrality and frequency of occurrence was observed on reaction times. The results are explained in terms of partial activation gradually strengthening over time word-forms that are centrally located in the phonological network.
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spelling doaj.art-e78de3a8d5874552adc7cb5a0a40a1c42022-12-21T22:58:31ZengFrontiers Media S.A.Frontiers in Psychology1664-10782017-09-01810.3389/fpsyg.2017.01683274379The Influence of Closeness Centrality on Lexical ProcessingRutherford GoldsteinMichael S. VitevitchThe present study examined how the network science measure known as closeness centrality (which measures the average distance between a node and all other nodes in the network) influences lexical processing. In the mental lexicon, a word such as CAN has high closeness centrality, because it is close to many other words in the lexicon. Whereas, a word such as CURE has low closeness centrality because it is far from other words in the lexicon. In an auditory lexical decision task (Experiment 1) participants responded more quickly to words with high closeness centrality. In Experiment 2 an auditory lexical decision task was again used, but with a wider range of stimulus characteristics. Although, there was no main effect of closeness centrality in Experiment 2, an interaction between closeness centrality and frequency of occurrence was observed on reaction times. The results are explained in terms of partial activation gradually strengthening over time word-forms that are centrally located in the phonological network.http://journal.frontiersin.org/article/10.3389/fpsyg.2017.01683/fullnetwork sciencelexical searchspoken word recognitioncloseness centrality
spellingShingle Rutherford Goldstein
Michael S. Vitevitch
The Influence of Closeness Centrality on Lexical Processing
Frontiers in Psychology
network science
lexical search
spoken word recognition
closeness centrality
title The Influence of Closeness Centrality on Lexical Processing
title_full The Influence of Closeness Centrality on Lexical Processing
title_fullStr The Influence of Closeness Centrality on Lexical Processing
title_full_unstemmed The Influence of Closeness Centrality on Lexical Processing
title_short The Influence of Closeness Centrality on Lexical Processing
title_sort influence of closeness centrality on lexical processing
topic network science
lexical search
spoken word recognition
closeness centrality
url http://journal.frontiersin.org/article/10.3389/fpsyg.2017.01683/full
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