Work

Towards Multimodal Data Analytics: Integrating Natural Language into Visual Analytics

Year: 2018

Type: conference-paper

Abstract: The continuous interaction between users and the system in visual analytics can be considered a dialogue. We propose the use of multiple two-way channels facilitated by a multimodal interface as a central aspect of interactive visualization design, in particular, the use of natural language with interactive visualization. We discuss key related concepts, potential benefits, challenges and opportunities that emerge as a research agenda for multimodal data analysis.

Source: City Research Online (City University London)

Authors: Rafael Henkin, Çağatay Turkay

Language: English

Topic: Data Visualization and Analytics

Subfield: Computer Graphics and Computer-Aided Design

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Engineering and Physical Sciences Research Council

Award: nlvis: Natural Language Interaction for Visual Data Analysis

OpenAlex ID: W2901739029

FWCI: 0.248

Cites: 9

Cited by: 2

Related to: 10