COMFRE: A Visualization for Comparing Word Frequencies in Linguistic Tasks

Shane Sheehan, Masood Masoodian, Saturnino Luz

    Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

    4 Sitaatiot (Scopus)

    Abstrakti

    Comparing frequency distributions is a basic task in statistics and in disciplines that rely on statistical analysis, such as corpus linguistics. However, support for comparing word frequencies between different corpora in corpus linguistics tasks such as lexical analysis and corpus-based translation studies, is often limited to fairly basic techniques like tabular word lists. While other visualizations such as word clouds do exist, they are not widely used in linguistic analysis tasks due to their lack of precision, unsuitability to dealing with the high frequencies of common words, and lack of effective mechanisms for direct manipulation. In this paper, we propose a visualization for comparing word frequencies across two corpora using a combination of slope charts and histogram contours. An interactive implementation of this visualization is also presented. The design of visualization, and the development of the prototype, have been guided through the involvement of expert linguist users.
    AlkuperäiskieliEnglanti
    OtsikkoAVI 2018 - Proceedings of the 2018 International Conference on Advanced Visual Interfaces
    KustantajaACM
    ISBN (elektroninen)9781450356169
    DOI - pysyväislinkit
    TilaJulkaistu - 29 toukokuuta 2018
    OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
    TapahtumaInternational Working Conference on Advanced Visual Interfaces - Grosseto, Italia
    Kesto: 29 toukokuuta 20181 kesäkuuta 2018
    Konferenssinumero: 14
    https://sites.google.com/dis.uniroma1.it/avi2018/home

    Conference

    ConferenceInternational Working Conference on Advanced Visual Interfaces
    LyhennettäAVI
    Maa/AlueItalia
    KaupunkiGrosseto
    Ajanjakso29/05/201801/06/2018
    www-osoite

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