Seeing Science: Today
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1 Seeing Science 1
2 Seeing Science: Today 2
3 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) 2
4 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION 2
5 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization 2
6 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing 2
7 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel 2
8 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND 2
9 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays 2
10 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations 2
11 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel 2
12 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel PART III: WHAT WILL WE NEED NEXT? 2
13 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel PART III: WHAT WILL WE NEED NEXT? Introduction of Part III: Curtis Wong 2
14 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel PART III: WHAT WILL WE NEED NEXT? Introduction of Part III: Curtis Wong Hanspeter Pfister: What Can Computer Science do to help Humans See BIG Data? 2
15 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel PART III: WHAT WILL WE NEED NEXT? Introduction of Part III: Curtis Wong Hanspeter Pfister: What Can Computer Science do to help Humans See BIG Data? Leland Wilkinson: Automated visualization of Large Datasets Using the Grammar of Graphics Foundation 2
16 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel PART III: WHAT WILL WE NEED NEXT? Introduction of Part III: Curtis Wong Hanspeter Pfister: What Can Computer Science do to help Humans See BIG Data? Leland Wilkinson: Automated visualization of Large Datasets Using the Grammar of Graphics Foundation Discussion of Part III: Curtis Wong (joined by Pfister, Wilkinson, and Goodman) 2
17 Seeing Science: Today Session Introduction: Data & Dimensions (Goodman) PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION Michael Friendly: Milestones in the History of Scientific Visualization Chris Johnson: Seeing the Results of Scientific Computing Discussion of Part I, and Introduction of Part II: Felice Frankel PART II: WHAT WE CAN UNDERSTAND Barbara Tversky: Cognitive Principles of Graphic Displays Stephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations Discussion of Part II: Felice Frankel PART III: WHAT WILL WE NEED NEXT? Introduction of Part III: Curtis Wong Hanspeter Pfister: What Can Computer Science do to help Humans See BIG Data? Leland Wilkinson: Automated visualization of Large Datasets Using the Grammar of Graphics Foundation Discussion of Part III: Curtis Wong (joined by Pfister, Wilkinson, and Goodman) Session Wrap-Up (Goodman) 2
18 Seeing Science: Today Full Bios are on the handouts & online through iic.harvard.edu 2
19 Seeing Science: Introduction Data & Dimensions Alyssa A. Goodman Initiative in Innovative Harvard and Harvard-Smithsonian Center for Astrophysics 3
20 1 quantity on 0 dimensions Medicine: My Pulse (bpm) 72 Genomics: Number of Nucleotides 4 Astronomy: Speed of Light (mps) 186,283 4
21 1 quantity on 1 dimension Medicine: Heart Rhythms Genomics: DNA Sequence Astronomy: Planet Transit 5
22 1 quantity on 2 dimensions Medicine: X-Ray Genomics: Heatmap Astronomy: Photograph 6
23 1 quantity on 2 dimensions Medicine: X-Ray Genomics: Heatmap Astronomy: Photograph 7
24 1 quantity on 2 dimensions 7
25 1 quantity on 2 dimensions...on 1 dimension 7
26 >1 quantity on 2 dimensions Medicine: Multimodal Imaging Genomics: Heatmap Astronomy: Color Photograph 8
27 1 quantity on 3 Dimensions Medicine: MRI Astronomy: Spectral-Line Data Cubes 9
28 1 quantity on 3 Dimensions Medicine: MRI Astronomy: Spectral-Line Data Cubes 10
29 1 quantity on 3 Dimensions Astronomy: Spectral-Line Data Cubes 10
30 1 quantity on 3 Dimensions...in two dimensions Astronomy: Spectral-Line Data Cubes 10
31 11
32 3D Viz made with VolView 11
33 11
34 COMPLETE=COordinated Molecular Probe Line Exinction Thermal Emission mm peak (Enoch et al. 2006) sub-mm peak (Hatchell et al. 2005, Kirk et al. 2006) 13CO (Ridge et al. 2006) mid-ir IRAC composite from c2d data (Foster, Laakso, Ridge, et al. in prep.) Optical image (Barnard 1927) 12
35 COMPLETE=COordinated Molecular Probe Line Exinction Thermal Emission mm peak (Enoch et al. 2006) sub-mm peak (Hatchell et al. 2005, Kirk et al. 2006) 13CO (Ridge et al. 2006) mid-ir IRAC composite from c2d data (Foster, Laakso, Ridge, et al. in prep.) Optical image (Barnard 1927) 12
36 COMPLETE=COordinated Molecular Probe Line Exinction Thermal Emission mm peak (Enoch et al. 2006) sub-mm peak (Hatchell et al. 2005, Kirk et al. 2006) 13CO (Ridge et al. 2006) mid-ir IRAC composite from c2d data (Foster, Laakso, Ridge, et al. in prep.) Optical image (Barnard 1927) 12
37 1 quantity on 4 Dimensions Medicine: Time-Resolved 3D Imaging 13
38 Seeing Science 14
39 Seeing Science (this morning & in the future) evolution of dimensions & data over time beyond 4D... too much data? analysis and statistics tools for display 15
40 The Scientists Discovery Room: Version 0.01 movie courtesy Daniel Wigdor, taken at MERL, Kendall Square, Cambridge 16
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