Evaluating visual data analysis systems: A discussion report

L Battle, M Angelini, C Binnig, T Catarci… - Proceedings of the …, 2018 - dl.acm.org
Visual data analysis is a key tool for helping people to make sense of and interact with
massive data sets. However, existing evaluation methods (eg, database benchmarks …

Support the data enthusiast: Challenges for next-generation data-analysis systems

K Morton, M Balazinska, D Grossman… - Proceedings of the VLDB …, 2014 - dl.acm.org
We present a vision of next-generation visual analytics services. We argue that these
services should have three related capabilities: support visual and interactive data …

[PDF][PDF] Selecting a visual analytics application

P Hanrahan, C Stolte, J Mackinlay… - guide …, 2009 - cdnlarge.tableausoftware.com
Visual analytics is becoming the fastest way for people to explore and understand data of
any size. Many companies took notice when Gartner cited interactive data visualization as …

[PDF][PDF] Managing data for visual analytics: Opportunities and challenges.

JD Fekete, CT Silva - IEEE Data Eng. Bull., 2012 - Citeseer
Abstract The domain of Visual Analytics has emerged with a charter to support interactive
exploration and analysis of large volumes of (often dynamic) data. A common feature shared …

Solving problems with visual analytics: The role of visualization and analytics in exploring big data

D Keim - 2013 - dl.gi.de
Never before in history data is generated and collected at such high volumes as it is today.
As the volumes of data available to business people, scientists, and the public increase …

[PDF][PDF] The Case for a Visual Discovery Assistant: A Holistic Solution for Accelerating Visual Data Exploration.

DJL Lee, AG Parameswaran - IEEE Data Eng. Bull., 2018 - scholar.archive.org
Visualization is one of the most effective and widely-used techniques for understanding
data. Yet, the growing use of visualizations for exploratory data analysis poses new …

An insight-based longitudinal study of visual analytics

P Saraiya, C North, V Lam… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
Visualization tools are typically evaluated in controlled studies that observe the short-term
usage of these tools by participants on preselected data sets and benchmark tasks. Though …

Voyager 2: Augmenting visual analysis with partial view specifications

K Wongsuphasawat, Z Qu, D Moritz, R Chang… - Proceedings of the …, 2017 - dl.acm.org
Visual data analysis involves both open-ended and focused exploration. Manual chart
specification tools support question answering, but are often tedious for early-stage …

Developing guidelines for assessing visual analytics environments

J Scholtz - Information Visualization, 2011 - journals.sagepub.com
In this article, we develop guidelines for evaluating visual analytics environments based on
a synthesis of reviews for the entries to the 2009 Visual Analytics Science and Technology …

[图书][B] Visual analytics for data scientists

N Andrienko, G Andrienko, G Fuchs, A Slingsby… - 2020 - Springer
This textbook presents the main principles of visual analytics and describes techniques and
approaches that have proven their utility and can be readily reproduced. Special emphasis …