The Human User in Progressive Visual Analytics
Loading...
Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
The amount of generated and analyzed data is ever increasing, and processing such large data sets can take too long in situations where time-to-decision or fluid data exploration are critical. Progressive visual analytics (PVA) has recently emerged as a potential solution that allows users to analyze intermediary results during the computation without waiting for the computation to complete. However, there has been limited consideration on how these techniques impact the user. Based on discussions from a Dagstuhl seminar held in October 2018, this paper characterizes PVA users by their common roles, their main tasks, and their distinct focus of analysis. It further discusses cognitive biases that play a particular role in PVA. This work will help PVA visualization designers in devising systems that are tailored for their specific target users and their characteristics.
Description
@inproceedings{10.2312:evs.20191164,
booktitle = {EuroVis 2019 - Short Papers},
editor = {Johansson, Jimmy and Sadlo, Filip and Marai, G. Elisabeta},
title = {{The Human User in Progressive Visual Analytics}},
author = {Micallef, Luana and Schulz, Hans-Jörg and Angelini, Marco and Aupetit, Michaël and Chang, Remco and Kohlhammer, Jörn and Perer, Adam and Santucci, Giuseppe},
year = {2019},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-090-1},
DOI = {10.2312/evs.20191164}
}