[BOOK][B] Mastering the information age solving problems with visual analytics

D Keim, J Kohlhammer, G Ellis, F Mansmann - 2010 - diglib.eg.org
Today, in many spheres of human activity, massive amounts of data are collected and
stored. As the volumes of data available to lawmakers, civil servants, business people and …

Accessible visualization via natural language descriptions: A four-level model of semantic content

A Lundgard, A Satyanarayan - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Natural language descriptions sometimes accompany visualizations to better communicate
and contextualize their insights, and to improve their accessibility for readers with …

Knowledge generation model for visual analytics

D Sacha, A Stoffel, F Stoffel, BC Kwon… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Visual analytics enables us to analyze huge information spaces in order to support complex
decision making and data exploration. Humans play a central role in generating knowledge …

A conceptual framework linking learning design with learning analytics

A Bakharia, L Corrin, P De Barba, G Kennedy… - Proceedings of the sixth …, 2016 - dl.acm.org
In this paper we present a learning analytics conceptual framework that supports enquiry-
based evaluation of learning designs. The dimensions of the proposed framework emerged …

Investigating aspects of data visualization literacy using 20 information visualizations and 273 science museum visitors

K Börner, A Maltese, RN Balliet… - Information …, 2016 - journals.sagepub.com
In the information age, a person's ability to read and make data visualizations is nearly as
important as being able to read and write text. This article reports the results of a multi-phase …

Designing in Context: Reaching beyond Usability in Learning Analytics Dashboard Design.

J Ahn, F Campos, M Hays, D DiGiacomo - Journal of Learning Analytics, 2019 - ERIC
Researchers and developers of learning analytics (LA) systems are increasingly adopting
human-centred design (HCD) approaches, with growing need to understand how to apply …

Toward effective insight management in visual analytics systems

Y Chen, J Yang, W Ribarsky - 2009 IEEE Pacific Visualization …, 2009 - ieeexplore.ieee.org
Although significant progress has been made toward effective insight discovery in visual
sense making approaches, there is a lack of effective and efficient approaches to manage …

Approaches to visualising linked data: A survey

AS Dadzie, M Rowe - Semantic Web, 2011 - content.iospress.com
The uptake and consumption of Linked Data is currently restricted almost entirely to the
Semantic Web community. While the utility of Linked Data to non-tech savvy web users is …

Collabovr: A reconfigurable framework for creative collaboration in virtual reality

Z He, R Du, K Perlin - 2020 IEEE International Symposium on …, 2020 - ieeexplore.ieee.org
Writing or sketching on whiteboards is an essential part of collaborative discussions in
business meetings, reading groups, design sessions, and interviews. However, prior work in …

Characterizing visualization insights from quantified selfers' personal data presentations

EK Choe, B Lee - IEEE computer graphics and applications, 2015 - ieeexplore.ieee.org
Data visualization and analytics research has great potential to empower people to improve
their lives by leveraging their own personal data. However, most quantified selfers (Q …