An investigation into an always listening interface to support data exploration

RS Tabalba, N Kirshenbaum, J Leigh… - Proceedings of the 28th …, 2023 - dl.acm.org
Natural Language Interfaces that facilitate data exploration tasks are rapidly gaining in
interest in the research community because they enable users to focus their attention on the …

Articulate+: An always-listening natural language interface for creating data visualizations

R Tabalba, N Kirshenbaum, J Leigh… - Proceedings of the 4th …, 2022 - dl.acm.org
Natural Language Interfaces and Voice User Interfaces for expressing data visualizations
face ambiguities, such as, speech disfluency, under-specification, and abbreviations. In this …

A Conversational Assistant for Democratization of Data Visualization: A Comparative Study of Two Approaches of Interaction

A Bhattacharya, B Di Eugenio, V Grosso… - … Analysis and Data …, 2024 - Wiley Online Library
Data visualization is an important aspect of exploratory data analysis which requires
expertise, posing a challenge to many users. In this work, we present a conversational …

Challenges in designing natural language interfaces for complex visual models

H Voigt, M Meuschke, K Lawonn… - Proceedings of the First …, 2021 - aclanthology.org
Intuitive interaction with visual models becomes an increasingly important task in the field of
Visualization (VIS) and verbal interaction represents a significant aspect of it. Vice versa …

Augmenting small data to classify contextualized dialogue acts for exploratory visualization

A Kumar, B Di Eugenio, J Aurisano… - Proceedings of the …, 2020 - aclanthology.org
Our goal is to develop an intelligent assistant to support users explore data via
visualizations. We have collected a new corpus of conversations, CHICAGO-CRIME-VIS …

[PDF][PDF] Reference Resolution and New Entities in Exploratory Data Visualization: From Controlled to Unconstrained Interactions with a Conversational Assistant

A Bhattacharya, A Kumar, B Di Eugenio, R Tabalba… - 2023 - par.nsf.gov
In the context of data visualization, as in other grounded settings, referents are created by
the task the agents engage in and are salient because they belong to the shared physical …

Visual Research Methods in Human–Machine Communications

H Saint-Louis - The SAGE Handbook of Human–Machine …, 2023 - torrossa.com
Human–machine communications (HMC) scholars are at the centre of an age-old debate
about truth and sense making about the communicative modalities between humans and …

Interaction with Multiple Data Visualizations through Natural Language Commands

J Aurisano - 2021 - search.proquest.com
Data exploration stands to benefit from environments that permit users to examine and
juxtapose many views of data, particularly views that present diverse selections of data …

Articulate+: An Always Listening Interface for Creating Data Visualizations

RS Tabalba - 2022 - search.proquest.com
Digital assistants are becoming more frequently used in our daily lives. We use Alexa to turn
off the lights, Siri to play music, and Cortana to check the weather. These systems allow …