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An Atypical. A Topical History of Data Visualization. Ted Morris Kent State University School of Library and Information Science, Columbus Program ASIST SIG-CON - Long Beach, CA - October 20, 2003. Molecular biophysics (A8715). Artificial intelligence (C1230). Cellular biophysics. - PowerPoint PPT Presentation
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A Topical History of A Topical History of Data VisualizationData Visualization
Ted MorrisTed MorrisKent State UniversityKent State University
School of Library and Information Science, Columbus ProgramSchool of Library and Information Science, Columbus Program
ASIST SIG-CON - Long Beach, CA - October 20, 2003ASIST SIG-CON - Long Beach, CA - October 20, 2003
Biophysics of neurophysiological processes (A8730)
Biomedical engineering (A8770)
Numerical analysis (B0290)
Sensing devices & transducers (B7230)Biomedical measurement & imaging (B7510)Biomedical Equipment
BloodPattern recognition (C1250)
Medical image processing
Image Segmentation
Digital signal processing (C5260)
Signal processing & detection (B6140)
Medical and biomedical uses of fields radiations and radioactivity; health physics(A8760)
Spectral Analysis
Telecommunications applications (B6210)
Data handling techniques (C6130)Probability & statistics (C1140)
Digital simulation
Data visualization
Medical information systems
Pattern classificationReal-time systems
Statistical analysis
Systems analysis & programming (C6110)
Systems software (C6150)
Graphic user interfaces
Human factors
Information retrieval
Internet
Brain
Artificial intelligence
(C1230)
Neural nets
Neurophysiology
General theoretical & mathematical
biophysics (A8710)
Biomechanics
Physiological models Cellular
biophysics (A8725)
Biophysical instrumentation & techniques (A8780)
Bioelectric phenomena
Cellular biophysics
Molecular biophysics (A8715)
Patient care and treatment (B7520)
Biomagnetism (A8740)
Biomechanics biorheology biological fluid dynamics (A8745)
Biology and medical computing (C7330 )
Medical signal processing
Microcomputer applications
Expert systems & other AI software &
techniques (C6170)
Just as Citation Analysis MappingJust as Citation Analysis Mapping
Has Had its Detractors…Has Had its Detractors…
……So have other forms of data So have other forms of data visualization techniquesvisualization techniques
Visualization, Like Innovation, Visualization, Like Innovation, DiffusesDiffuses
• Popular data visualization models have Popular data visualization models have spread to other “markets” beyond spread to other “markets” beyond information scienceinformation science
• Notable example: Venn Diagrams, as Notable example: Venn Diagrams, as used in Food Service Marketingused in Food Service Marketing
1 2 3 4 5 6 7 8 9 10 111 130 472 305 253 240 183 159 165 167 170 7592 472 188 151 93 364 51 350 189 208 188 5473 305 151 244 873 1662 10 79 573 181 123 10944 253 93 873 347 629 337 90 831 335 113 72985 240 364 1662 629 749 15 234 1761 334 255 9486 183 51 10 337 15 109 2 16 43 26 25067 159 350 79 90 234 2 228 35 107 163 4498 165 189 573 831 1761 16 35 279 196 93 13409 167 208 181 335 334 43 107 196 170 102 996
10 170 188 123 113 255 26 163 93 102 139 44911 759 547 1094 7298 948 2506 449 1340 996 449 875
CASE
0 5 10 15 20 25
Label
+---------+---------+---------+---------+---------+
B0290
-+-+
B6140
-+ +-+
MEDIMGPR
---+ |
C1250
-+---+-----+
IMAGESEG
-+ | +---------+
C7330
-----+ | |
A8770
-----------+ |
MEDSIGPR
-+-------+ +---+
SPECANAL
-+ +---+ | |
A8730
---------+ | | |
B7520
-+-+ +-------+ |
BIOMDEQP
-+ +-+ | |
A8740
---+ +-----+ | +-----------------+
BLOOD
-----+ +-+ | |
A8760
-------+ | | |
C5260
-------+---+ | |
B7510
-------+ | |
B7230
-------------------------+ +-----+
| |
BRAIN
-----------+-------+ | |
NEURPHYS
-----------+ +---------------------+ | |
C1230
-----------+-------+ | | |
NEURLNET
-----------+ | | |
| | |
A8710
---------------+-------+ +-+ |
A8745
---------------+ +-------+ | |
BIOMECH
---------------+-------+ | | |
PHYSMOD
---------------+ +---------+ |
| |
A8715
---+-------------+ | |
CELLBIOP
---+ +-----+ | |
A8780
-----------+-----+ +-------+ |
BIOELECT
-----------+ | |
| |
A8725
-----------------------+ |
C6150
---+-----+ |
GUI
---+ +-----------+ |
INFORETR
---+ | | |
INTERNET
---+-----+ +-----------------+ |
C6110
---+ | | |
HUMANFAC
---------------------+ | |
| |
C1140
-------+-------+ +---------+
PATTCLAS
-------+ +-------+ |
STATANAL
---------------+ | |
DATAVIS
-----+---------+ | |
MEDINFSY
-----+ +-+ +---------------+
C6130
-----+-----+ | | |
C6170
-----+ +---+ | |
MICROAPP
-+---+ | +-----+
REALTIME
-+ +-----+ |
B6210
-----+ |
DIGSIM
-----------------+
6 Clusters
J Clin Monit
Acad Med
BMLA
Comp Methods Programs Biomed
Comput Biomed Res
Comput Biol Med
Comput Nurs
CABIOS
Int J Bio-Med Comput
Int J Clin Monit Comput
J Med Syst
MD Computing
JAMIA
Med Decis Making
Med Biol Eng Comput
Med Inform
Methods Inf Med
Stat Med
Med Educ
AHIMAJ
Education
Decision Support
General Medical Informatics
Biomedical Computing
Biomedical Engineering
Figu
re 3. SC
I Mu
ltidim
ension
al Scalin
g Disp
lay with
Clu
ster Bou
nd
aries
G T A A T G C A G
G T T C T G G T A
G C A C C T A C C
C G A T G T G C C
1 2 3 4
5 6 7 8
9 10 11 12
13 14, 16 15 1 repeat
In ClosingIn Closing