47 citations · 176 across the 23 of their papers we have counts for
11 papers · 1 filter
The Reality of the Situation: A Survey of Situated Analytics
Sungbok Shin, Andrea Batch, Peter W. S. Butcher +2
The advent of low cost, accessible, and high performance augmented reality (AR) has shed light on a situated form of analytics where in-situ visualizations embedded in the real wor…
uxSense: Supporting User Experience Analysis with Visualization and Computer Vision
Andrea Batch, Yipeng Ji, Mingming Fan +2
Analyzing user behavior from usability evaluation can be a challenging and time-consuming task, especially as the number of participants and the scale and complexity of the evaluat…
Textiverse: A Scalable Visual Analytics System for Exploring Geotagged and Timestamped Text Corpora
Caroline Berger, Hanjun Xian, Krishna Madhavan +1
We propose Textiverse, a big data approach for mining geotagged timestamped textual data on a map, such as for Twitter feeds, crime reports, or restaurant reviews. We use a scalabl…
Visualization According to Statisticians: An Interview Study on the Role of Visualization for Inferential Statistics
Eric Newburger, Niklas Elmqvist
Statisticians are not only one of the earliest professional adopters of data visualization, but also some of its most prolific users. Understanding how these professionals utilize…
Comparing Overlapping Data Distributions Using Visualization
Eric Newburger, Niklas Elmqvist
We present results from a preregistered and crowdsourced user study where we asked members of the general population to determine whether two samples represented using different fo…
Portrayal: Leveraging NLP and Visualization for Analyzing Fictional Characters
Md Naimul Hoque, Bhavya Ghai, Kari Kraus +1
Many creative writing tasks (e.g., fiction writing) require authors to write complex narrative components (e.g., characterization, events, dialogue) over the course of a long story…
Dataopsy: Scalable and Fluid Visual Exploration using Aggregate Query Sculpting
Md Naimul Hoque, Niklas Elmqvist
We present aggregate query sculpting (AQS), a faceted visual query technique for large-scale multidimensional data. As a "born scalable" query technique, AQS starts visualization w…
Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles
Hwiyeon Kim, Joohee Kim, Yunha Han +6
As online news increasingly include data journalism, there is a corresponding increase in the incorporation of visualization in article thumbnail images. However, little research e…
Perceptual Pat: A Virtual Human System for Iterative Visualization Design
Sungbok Shin, Sanghyun Hong, Niklas Elmqvist
Designing a visualization is often a process of iterative refinement where the designer improves a chart over time by adding features, improving encodings, and fixing mistakes. How…
Gatherplot: A Non-Overlapping Scatterplot
Deokgun Park, Sung-Hee Kim, Niklas Elmqvist
Scatterplots are a common tool for exploring multidimensional datasets, especially in the form of scatterplot matrices (SPLOMs). However, scatterplots suffer from overplotting when…
Fitting Bell Curves to Data Distributions using Visualization
Eric Newburger, Michael Correll, Niklas Elmqvist
Idealized probability distributions, such as normal or other curves, lie at the root of confirmatory statistical tests. But how well do people understand these idealized curves? In…