Towards Natural Language Empowered Interactive Data Analysis
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Date
2018
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
The recent advances in natural language based interaction methodologies offer promising avenues to enhance the interactive processes within the human-machine dialogue of visual analytics. We envisage Multimodal Data Analytics as a novel approach for conducting data analysis that builds on the strengths of visual analytics and natural language as an expressive interaction channel. We investigate the potential enhancements from such a multimodal approach and discusses the preliminary outline for a structured methodology to study the role of natural language in data analytics. Our approach builds on a simple model of human machine dialogue for interactive data analysis which we then propose to instantiate as visual analytics workflows - representations to study and operationalise interactive data analysis routines empowered by natural language interaction.
Description
@inproceedings{10.2312:eurp.20181128,
booktitle = {EuroVis 2018 - Posters},
editor = {Anna Puig and Renata Raidou},
title = {{Towards Natural Language Empowered Interactive Data Analysis}},
author = {Turkay, Cagatay and Henkin, Rafael},
year = {2018},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-065-9},
DOI = {10.2312/eurp.20181128}
}