Intro
Tamara Munzner Department of Computer Science University of British Columbia
Utah Viz Course Intros Mar 1 2021 http://www.cs.ubc.ca/~tmm/talks.html#utah21intro @tamaramunzner About me • technical staff, Geometry Center 1991-1995
www.cs.ubc.ca/~tmm/talks.html#utah21intro 2 Geometry Center: math vis videos, software
Outside In The Shape of Space
Stuart Levy Mark Phillips Delle Maxwell
Geomview 3 About me • technical staff, Geometry Center 1991-1995 • PhD @ Stanford w/ Pat Hanrahan, 1995-2000 • [DEC/Compaq] Systems Research Center (SRC), 2000-2002 • UBC, 2002-now
www.cs.ubc.ca/~tmm/talks.html#utah21intro 4 A quick taste of my own work!
technique-driven problem-driven work work
theoretical foundations
evaluation www.cs.ubc.ca/~tmm/talks.html#utah21intro 5 T P Technique-driven: Graph/network drawing F Daniel David Auber https://youtu.be/AWXAe8zvkt8 E Archambault (Bordeaux) TopoLayout SPF Grouse GrouseFlocks TugGraph
Benjamin Guy Melançon Renoust (Bordeaux)
Detangler https://youtu.be/QOtnHSsUV6k www.cs.ubc.ca/~tmm/talks.html#utah21intro 6 T P Technique-driven: Tree drawing F
Zipeng Liu Shing Hei Zhan E
Aggregated Dendrograms https://youtu.be/2SLcz7KNLJw
TreeJuxtaposer https://youtu.be/GdaPj8a9QEo www.cs.ubc.ca/~tmm/talks.html#utah21intro 7 T P Evaluation experiments: Graph/tree drawing F
Dmitry Joanna E Nekrasovski Adam Bodnar McGrenere
Stretch and squish navigation
Joanna Jessica Dawson McGrenere
Search set model of path tracing www.cs.ubc.ca/~tmm/talks.html#utah21intro 8 T P Technique-driven: Dimensionality reduction F E Stephen Ingram
Glint Glimmer
QSNE DimStiller www.cs.ubc.ca/~tmm/talks.html#utah21intro 9 T P Evaluation experiments: Dimensionality reduction F Melanie Tory E
Points vs landscapes for dimensionally reduced data
Michael Sedlmair Melanie Tory
Guidance on DR & scatterplot choices
Taxonomy of cluster separation factors www.cs.ubc.ca/~tmm/talks.html#utah21intro 10 T P Evaluation in the field: Dimensionality reduction F DR in the Wild E
Matt Brehmer Michael Sedlmair Melanie Tory Stephen Ingram
www.cs.ubc.ca/~tmm/talks.html#utah21intro 11 T P Problem-driven: Genomics F Jenn Gardy Robert Kincaid E Aaron Barsky (Microbio) (Agilent)
Cerebral https://youtu.be/76HhG1FQngI Hanspeter Pfister
source: Human chr3 destination: Lizard chrY chr1 chr3 chr3 chrX (Harvard) chr22 237164 146709664 Miriah Meyer chr21 10Mb chr2
chrh
chrg chrf chrd chr20 chrc chrb chra chr3
chr19
chr6
chr18 chr3
chr17
chr5
chr16
chr1
chr4
chr15
chr14
chr4
chr5 386455 146850969
chr13 out in invert
chr2 chr12 chr3 chr6
chr11 chr7 line orientation: saturation chr10 match - + chr8 chr9 go to: inversion
MizBee MulteeSum, Pathline https://youtu.be/86p7brwuz2g www.cs.ubc.ca/~tmm/talks.html#utah21intro 12 T P Problem-driven: Genomics, fisheries F
Cydney Nielsen E Joel Ferstay (BC Cancer)
Variant View https://youtu.be/AHDnv_qMXxQ Torsten Moeller Maryam Booshehrian (SFU)
Vismon https://youtu.be/h0kHoS4VYmk www.cs.ubc.ca/~tmm/talks.html#utah21intro 13 T P Problem-driven: Tech industry F Diane Tang E Heidi Lam (Google)
SessionViewer: web log analysis https://youtu.be/T4MaTZd56G4 Stephen North Peter McLachlan (AT&T Research)
LiveRAC: systems time-series https://youtu.be/ld0c3H0VSkw www.cs.ubc.ca/~tmm/talks.html#utah21intro 14 T P Problem-driven: Building energy mgmt, journalism F
Kevin Tate E Matt Brehmer (Pulse/EnerNOC)
Energy Manager
Jonathan Stray Matt Brehmer Stephen Ingram (Assoc Press)
Overview https://vimeo.com/71483614 www.cs.ubc.ca/~tmm/talks.html#utah21intro 15 T P Problem-driven: Current data science F
Kimberly Dextras-Romagnino Michael Oppermann E
recent work: recent work: Segmentifier Ocupado (Mobify) (Sensible Building Science)
e-commerce clickstreams wifi proxy for real-time building occupancy
build tools for human-in-the-loop visual analytics for facilities management visual data analysis
https://youtu.be/TobYDFeISOg https://youtu.be/KcwjVK8eUdw www.cs.ubc.ca/~tmm/talks.html#utah21intro 16 T P Curation & Presentation: Timelines F E Johanna Fulda Matt Brehmer (Sud. Zeitung)
TimeLineCurator https://vimeo.com/123246662
Bongshin Lee Benjamin Bach Nathalie Henry- Matt Brehmer (Microsoft) (Microsoft) Riche
Timelines Revisited timelinesrevisited.github.io/ www.cs.ubc.ca/~tmm/talks.html#utah21intro 17 T P Theoretical foundations: Typologies F E Matt Brehmer
Abstract Tasks
Anamaria Crisan
Regulatory & Organizational GEViT: Genomic Epidemiology Visualization Typology Constraints www.cs.ubc.ca/~tmm/talks.html#utah21intro 18 T P Theoretical foundations F • Visual Encoding Pitfalls • Strategy Pitfalls - Unjustified Visual Encoding - What I Did Over My Summer E - Hammer In Search Of Nail - Least Publishable Unit - 2D Good, 3D Better - Dense As Plutonium - Color Cacophony - Bad Slice and Dice - Rainbows Just Like In The Sky Papers Process & Pitfalls domain abstraction idiom algorithm
Design Study Methodology Nested Model Michael Sedlmair Miriah Meyer
Visualization Analysis & Design
www.cs.ubc.ca/~tmm/talks.html#utah21intro 19 More Information @tamaramunzner • this talk http://www.cs.ubc.ca/~tmm/talks.html#utah21intro
• book page (including tutorial lecture slides) http://www.cs.ubc.ca/~tmm/vadbook – 20% promo code for book+ebook combo: HVN17 – http://www.crcpress.com/product/isbn/9781466508910
– illustrations: Eamonn Maguire
• papers, videos, software, talks, courses http://www.cs.ubc.ca/group/infovis http://www.cs.ubc.ca/~tmm
Visualization Analysis and Design. Munzner. A K Peters Visualization Series, CRC Press, Visualization Series, 2014. 20