A new tool for semantic network analysis: fan_xplorr

Lexical association data is a valuable resource in psycholinguistics, providing researchers with empirical insights into which words are perceived as ‘belonging together’. One of the largest such datasets for English, the University of South Florida Free Association Norms database, is available freely online. The raw data format however requires some technical steps to tap into the potential it offers for network science, which can present a barrier for some researchers. This paper introduces a userfriendly command-line tool, fan_xplorr, that addresses this issue by providing linguists with access to the data. With the proposed tool, researchers can interactively display portions of the semantic network dataset in the form of interactive network graphs. The design of the tool enables linguists to access the dataset without advanced technical skills and promotes exploration within the dataset for psycholinguistic studies.

Authors

Publication Details

Journal
Linguistica Pragensia
Published
2024-10-11
DOI
https://doi.org/10.14712/18059635.2024.2.4
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
0.00
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article

A new tool for semantic network analysis: fan_xplorr

Albert Maršík, Eva Maria Luef Giuseppe
Linguistica Pragensia
Semantic Web and Ontologies
article

A new tool for semantic network analysis: fan_xplorr

Albert Maršík, Eva Maria Luef Giuseppe
article en

Abstract

Lexical association data is a valuable resource in psycholinguistics, providing researchers with empirical insights into which words are perceived as ‘belonging together’. One of the largest such datasets for English, the University of South Florida Free Association Norms database, is available freely online. The raw data format however requires some technical steps to tap into the potential it offers for network science, which can present a barrier for some researchers. This paper introduces a userfriendly command-line tool, fan_xplorr, that addresses this issue by providing linguists with access to the data. With the proposed tool, researchers can interactively display portions of the semantic network dataset in the form of interactive network graphs. The design of the tool enables linguists to access the dataset without advanced technical skills and promotes exploration within the dataset for psycholinguistic studies.

Linguistica PragensiaVol. 34(2)
Reduced inequalities
Openalex Percentile: Top 84%
Semantic Web and Ontologies
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