Lane Harrison

schoolWorcester Polytechnic Institutebar_chart#1104 Global Rank

Total Papers

HCI Rank

#1104

Research Areas

Years Active

Recent Publications

Evaluation-First Design for Data Visualization Interfaces

Existing frameworks in visualization and HCI emphasize iteration, data grounding, and stakeholder needs; however, they have not fully explored how evaluation might persist across phases, adapt to compressed timelines, and aid stakeholder engagement and elicitation. Building on prior frameworks, we introduce an evaluat…

CHI '252nd AuthorTime-Series & Network Graph Visualization +2

Crowdsourced Think-Aloud Studies

The think-aloud (TA) protocol is a useful method for evaluating user interfaces, including data visualizations. However, TA studies are time-consuming to conduct and hence often have a small number of participants. Crowdsourcing TA studies would help alleviate these problems, but the technical overhead and the unknown…

CHI '233rd AuthorVisualization Perception & Cognition

How Can Deep Neural Networks Aid Visualization Perception Research?: Three Studies on Correlation Judgments in Scatterplots

How deep neural networks can aid visualization perception research is a wide-open question. This paper provides insights from three perspectives—prediction, generalization, and interpretation—via training and analyzing deep convolutional neural networks on human correlation judgments in scatterplots across three studi…

CHI '214th AuthorInteractive Data Visualization +1

reVISit: Looking Under the Hood of Interactive Visualization Studies

Quantifying user performance with metrics such as time and accuracy does not show the whole picture when researchers evaluate complex, interactive visualization tools. In such systems, performance is often influenced by different analysis strategies that statistical analysis methods cannot account for. To remedy this…

CHI '203rd AuthorInteractive Data Visualization +1

Evaluating Multivariate Network Visualization Techniques Using a Validated Design and Crowdsourcing Approach

Visualizing multivariate networks is challenging because of the trade-offs necessary for effectively encoding network topology and encoding the attributes associated with nodes and edges. A large number of multivariate network visualization techniques exist, yet there is little empirical guidance on their respective s…

CHI '19CorrespondingInteractive Data Visualization +1

Evaluating Preference Collection Methods for Interactive Ranking Analytics

Rankings distill a large number of factors into simple comparative models to facilitate complex decision making. Yet key questions remain in the design of mixed-initiative systems for ranking, in particular how best to collect users' preferences to produce high-quality rankings that users trust and employ in the real…

CHI '18CorrespondingInteractive Data Visualization +1

Using Animation to Alleviate Overdraw in Multiclass Scatterplot Matrices

The scatterplot matrix (SPLOM) is a commonly used technique for visualizing multiclass multivariate data. However, multiclass SPLOMs have issues with overdraw (overlapping points), and most existing techniques for alleviating overdraw focus on individual scatterplots with a single class. This paper explores whether an…

CHI '18CorrespondingInteractive Data Visualization +1

The Effects of Adding Search Functionality to Interactive Visualizations on the Web

The widespread use of text-based search in user interfaces has led designers in visualization to occasionally add search functionality to their creations. Yet it remains unclear how search may impact a person’s behavior. Given the unstructured context of the web, users may not have explicit information-seeking goals a…

Quick Actions

Share this page

ios_share

X in mail

https://hci.top/en/authors/11?source=all