CS382:Topics Matrix
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This is meant to be a rough draft of an idea Charlie and I talked about: that we should have a n-by-n matrix of different ideas that we want to make sure we hit. Since an n-by-n matrix is hard to display (especially on a wiki!) it turned into a list instead. Once this is finished, we should make sure that at least one unit addresses each one of these topics.
Initial "dimensions" of the matrix:
Contents
Scientific Disciplines
- Biology
- Chemistry
- Physics
- Geology (earthquakes)
- Environmental science
- One of the social sciences
Potentially:
- Astronomy
Scientific Tools
- Equation-based modeling
- Agent-based modeling: Netlogo or AgentSheets
- Systems-based modeling: Vensim
- Visualization/visual modeling
- Mashups and Google Earth
Potentially
- SecondLife or OpenSim
Foundation Skills
- Creating a graph
- Interpreting a graph
- Basic statistics
- Estimation
- Parameter sweep
- Data collection
Potentially
- Building a physical model
Thoughts
Some of these should go somewhere, and some of these should be in every unit.
- What data do I need to collect, how do I collect it accurately, and then how do I build it
- Perhaps one unit where they have to go out and collect data to see how hard it really is, how about modeling campus (rectangle and heart)
- Data collection: sensor nets, lasers
Course Structure
| Topic | Unit(s) | Discipline(s) | Skill(s) | Tool(s) | Notes |
|---|---|---|---|---|---|
| What's a Model? | Foundations | Generic | TBD | TBD | |
| Using a Dynamic Model | Fire | Forestry | Critical parameter, parameter sweep | Agent modeling, NetLogo | |
| Building a Static Model | Area | Generic | Accuracy, precision, estimation | Mashup | |
| Visualizing Data | Mashup | TBD | TBD | Mashup | |
| Structural Modeling | Bridge | Physics | TBD | TBD | Software and physical? |
| Equation Modeling | Rocket | Math, Physics | TBD | TBD | Software and physical? |
| Modeling Society | People | Sociology | TBD | Agent modeling, NetLogo | |
| Systems Dynamics Models | Systems Dynamics Placeholder | Sociology | TBD | TBD | |
| Chaotic Systems | Climate | Lots | TBD | TBD |
Some would be one week long, some two weeks. Make these into links to the units when they are in "First Draft" form.
