Date & Time:
April 15, 2019 3:30 pm – 4:30 pm
Crerar 390, 5730 S. Ellis Ave., Chicago, IL,
04/15/2019 03:30 PM 04/15/2019 04:30 PM America/Chicago Dominik Moritz (Washington) – Visualization for People + Systems Crerar 390, 5730 S. Ellis Ave., Chicago, IL,

Visualization for People + Systems

Making sense of large and complex data requires methods that integrate human judgment and domain expertise with modern data processing systems. To meet this challenge, my work combines methods from visualization, data management, human-computer interaction, and programming languages to enable more effective and more scalable methods for interactive data analysis and communication.

More specifically, my research investigates automatic reasoning over domain-specific representations of visualization and analysis workflows, in order to produce both improved human-centered designs and system performance optimizations. My work on Vega-Lite provides a high-level declarative language for rapidly creating interactive visualizations. Vega-Lite can serve as a convenient representation for tools that generate visualizations. To create effective designs, these tools must also consider perceptual principles of design. My work on Draco provides a formal model of visual encodings, a knowledge base to reason about visualization design decisions, and methods to learn design rules from experiments. Draco can formally reason over the visualization design space to recommend appropriate designs but its applications go far beyond. Draco makes theoretical design knowledge a shared resource that can be extended, tested, and systematically discussed in the research community. The Falcon and Pangloss systems enable scalable interaction and exploration of large data volumes by making principled trade-offs among people’s latency tolerance, precomputation, and approximation of computations.

A recurring strategy across these projects is to leverage an understanding of people’s tasks and capabilities to inform system design and optimization.

Host: Gordon Kindlmann

Dominik Moritz

Ph.D. Candidate, University of Washington

Dominik Moritz is a Computer Science PhD candidate at the University of Washington. He works with Jeffrey Heer and Bill Howe in the Interactive Data Lab and the Database Group. Dominik’s research develops scalable interactive systems for visualization and analysis. His systems have won awards at premier academic venues and are available as open source projects with significant adoption by the Python and JavaScript data science communities.

Related News & Events

UChicago CS News

Professor Fred Chong Named IEEE Fellow

Dec 09, 2022
UChicago CS News

Associate Professor Diana Franklin Named ACM Distinguished Member

Dec 07, 2022
UChicago CS News

UChicago’s Parsl Project Pivots to Sustainability and Community with New Grants

Nov 17, 2022
man browsing Netflix
UChicago CS News

Trending Now: How Netflix Chills Our Free Will

Nov 14, 2022
In the News

Alumnus Pranav Gokhale Named to Crain’s 40 Under 40

Nov 07, 2022
UChicago CS News

Prof. Diana Franklin Discusses Quantum Computing Education on Entangled Things Podcast

Nov 03, 2022
UChicago CS News

New UpDown Project Uses “Intelligent Data Movement” to Accelerate Graph Analytics

Oct 21, 2022
UChicago CS News

Civic Tech Pioneer James Turk Joins UChicago CS to Teach in MPCS, CAPP

Oct 06, 2022
UChicago CS News

Five UChicago CS Students Named to Siebel Scholars 2023 Class

Sep 22, 2022
UChicago CS News

UChicago CS Students Emily Wenger and Xu Zhang Receive Harper Fellowships

Sep 14, 2022
In the News

Internet Disconnect

Sep 13, 2022
UChicago CS News

UChicago/Argonne Computer Scientist Ian Foster Receives ACM/IEEE Ken Kennedy Award

Sep 07, 2022
arrow-down-largearrow-left-largearrow-right-large-greyarrow-right-large-yellowarrow-right-largearrow-right-smallbutton-arrowclosedocumentfacebookfacet-arrow-down-whitefacet-arrow-downPage 1CheckedCheckedicon-apple-t5backgroundLayer 1icon-google-t5icon-office365-t5icon-outlook-t5backgroundLayer 1icon-outlookcom-t5backgroundLayer 1icon-yahoo-t5backgroundLayer 1internal-yellowinternalintranetlinkedinlinkoutpauseplaypresentationsearch-bluesearchshareslider-arrow-nextslider-arrow-prevtwittervideoyoutube