Towards Interactive Multidimensional Visualisations for Corpus Linguistics

Rayson, Paul Edward and Mariani, John Amedeo and Anderson-Cooper, Bryce and Baron, Alistair and Gullick, David Stephen and Moore, Andrew and Wattam, Steve (2017) Towards Interactive Multidimensional Visualisations for Corpus Linguistics. Journal for Language Technology and Computational Linguistics, 31 (1). pp. 27-49. ISSN 2190-6858

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Abstract

We propose the novel application of dynamic and interactive visualisation techniques to support the iterative and exploratory investigations typical of the corpus linguistics methodology. Very large scale text analysis is already carried out in corpus-based language analysis by employing methods such as frequency profiling, keywords, concordancing, collocations and n-grams. However, at present only basic visualisation methods are utilised. In this paper, we describe case studies of multiple types of key word clouds, explorer tools for collocation networks, and compare network and language distance visualisations for online social networks. These are shown to fit better with the iterative data-driven corpus methodology, and permit some level of scalability to cope with ever increasing corpus size and complexity. In addition, they will allow corpus linguistic methods to be used more widely in the digital humanities and social sciences since the learning curve with visualisations is shallower for non-experts

Item Type:
Journal Article
Journal or Publication Title:
Journal for Language Technology and Computational Linguistics
ID Code:
86390
Deposited By:
Deposited On:
23 May 2017 13:02
Refereed?:
Yes
Published?:
Published
Last Modified:
25 Sep 2020 03:08