2019w





M259 Visualizing Information Links & References





TOPIC 1
FREQUENCY MAPPING & KNOWLEDGE DISCOVERY & 2D VISUALIZATION

[wk 1].....Lecture 01.08

Theory References
Visual Reference
MySQL, Knowledge Discovery

KDD | MySQL Crash Course | Online Ben Forta
Cebit 14

[wk 2]..................01.15

Theory
Visual Reference

01.17
Frequency Mapping

FrequencyPatternMining [URL]
Anastasiya [early 2D] | Feltron [nytimes] | heatmap | VisualComplexity

Circular Map [Qian] | Teng | Luo | McKenzie | Wattenberg | Luo

[wk 3].....Lecture 01.22

Historical
Design Basics
Fonts
Color
Interactive
Visual Language Overview

Data Vis
| Minard [img] | Analysis
Swiss Graphic Design | Grid System
Arial | Futura | Helvetica | Univers | ITS
ColorPicker | w3schoolsColorMixer | RGB | HSL | Alpha channel
SectorSnapshot_NYTimes | Newsmap

TOPIC 2
3D INTERACTION & CHANGE OVER TIME

[wk 4].....Lecture 01.29

TreeMaps

Theory

Engineering Research Papers
Dot/particles/Cloud
Linear
Nodes
Objects
Sphere
Spiral
Associative
Text-Based
Time
Columns
3D Perception

2D, 3D Visualization Design

BenFry TreeMap Library
[Teng] | Treemap | Wattenberg Treemap | Wattenberg Synchronic/Diachronic | Parallel coordinates
Eyes Have it (Schneiderman)

Space-Time Volumetric | Temporal Data Compression
Donghao | Yeu | Ignac | Astronomy
Ignac
Yun | Munzner
Grant | Anis | Fabian | Jay
Saeed Sphere
Qian Spiral | Kitty
RJDuran 3D code [Concept Evolution]
Reza
Time-Based Vis
Hovey
FOV | Angle of View

[wk 5]..................02.05

Algorithm Resources
Kohonen
Google Correlate


Sound Demos

Association Rule LEarning | Spatial Algorithms | Sound

FPTree Algorithm [wiki] | Karl FPtree [code]
SOM [demo] | Skupin | Stacy Hespanha [2006] | Godwin [demo] | SOM Package
Google Correlate | Nearest Neighbor article
Principal Component Analysis

minim | processing.sound | History | Frequency Modulation | Moog | Noise | ADSR | soundFile | vocoder | AmbikaDemo


TOPIC 3
STUDENT DEFINED VISUALIZATION

[wk 7]..................02.19

Data Sources
Articles / Content
Inspirations
Data Resources

Online Data| NCSA | NOAA | Temboo
IBM Research | metaLAB | Forbes Big Data
Centre Pompidou

Data Science Overview
Cultural Theory
Scientific Visualization
Mapping & Design
Graphic Design
Processing References
Technical References
Data Science, Kelleher, Tierney, MIT Press
Big Data, Schonberger, Cukier
Atlas of Science | IEEE TimeLine
Mapping Graphic Navigational Systems | Places & Spaces
Visual Complexity | Infoesthetics | 259 Links Resource
Shiffman | Greenberg [code] | Terzidis
Graphics of Large Datasets, Unwin, Theus, Hofmann (Statistics & Computing)[UCSB online]
Visualizing Data [Examples] Ben Fry (Online text by the co-author of Processing)