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Neural Network Game

This is a presentation / activity presented at AAAI/AI4k12 2019 on teaching about neural networks through a participatory simulation.

Introducción al modelado del clima

Documento base como introducción al modelado del clima. Habla sobre el sistema climático global como un sistema dinámico complejo; la diferencia entre tiempo y clima; los ciclos de retroalimentación en el sistema climático global, etc.
Fue extraído de “Mathematics of Climate Change: A new discipline for an uncertain century” una publicación del Instituto de Investigación en Ciencias Matemáticas. Berkeley, CA 2007 y traducido al español.

Pollution Unit for StarLogo TNG

What can we do about pollution in our town?  In this unit, students learn about pollution and the spread of contaminants from a point source. Some collect traffic data outside their schools and ask how many trees are needed at their school to maintain acceptable CO2 levels—even as traffic flow fluctuates and traffic jams form. With computer modeling, they investigate possibilities.

Social Networks for StarLogo TNG

How are people connected?  Humans are inherently social and have relationships far more complex than the random encounters often seen in agent-based modeling. These relationships can vary in strength and meaning – we see social networks that range from kinship networks, friendship networks to contact networks used in the study of epidemiology. The primary goal of this unit is to engage students in simple interactive activities to explore social network concepts and to model those concepts.

Water as a Shared Resource for StarLogo TNG

As the human population grows, it is becoming increasingly important to understand how humans affect the environment and to consider how we are using and managing our limited resources. This unit examines water as an important resource to be shared and managed to ensure its future availability.

This unit explores water as a shared resource using StarLogo TNG. For the related unit using StarLogo NOVA, see CS in Science Curriculum Module 2.

Climate Change Impacts on Water Resources in StarLogo TNG

What do we know about climate change? This unit discusses climate change: what it means, what the difference is between climate and weather, and evidence of climate change. It also discusses the global climate system as a complex system with feedback loops, and the current state of the art in the computational modeling of climate change. Our goal is to clarify what is known, what scientists guess is happening, and how climate change impacts our environment and species.

Opinion Dynamics with StarLogo TNG

Does Your Opinion Count? 
People form opinions on topics from current styles to political issues to product preferences, and often our opinions are based on information from others, rather than on our own experience. In this unit, we explore Opinion Dynamics as an aspect of human society that can be studied as a complex adaptive system. Here, agents representing humans can influence and be influenced by other agents both directly (one-on-one) and on a more global scale (advertising, etc).

Traffic Patterns for StarLogo TNG

Why do traffic jams form?

Each year the number of paved miles grows by roughly 20,000 miles. When traffic gets too congested, traffic engineers must consider changes to existing roads or intersections. This unit engages students in interactive activities to explore pattern formation in complex systems, and in the use, modification, and creation of agent-based models to conduct experiments on simple virtual traffic systems, to study whether proposed road changes will the desired effect.

Code.org and SLNova Computer Science Concepts

This is a 4 week unit for a Computer Technology class in a middle school. Students are introduced to computer science concepts through lessons in Code.org's Course 3. Students then apply those concepts in SLNova projects.

Computational Science video

A short video (1:27) on the computational science cycle, used in Project GUTS CS in Science (Modules 2-4).

Complex Adaptive Systems Modeling Video

This short video (3:13 minutes) introduces complex adaptive systems and agent-based modeling concepts to middle-school students. It shows beautiful footage of birds flocking as an example of a complex adaptive system.

Interview with Hal Scheintaub

Teachers with GUTS interviewed Hal Scheintaub and demo of StarLogo Nova models created by his students on August 2, 2017.

Kinesthetic Flower Turtles Activity

This activity is an extension to the CS in Science Module 1, Lesson 2, between activity 1 and activity 2. It is a kinesthetic activity to show how the agents behave according to a certain program. It can replace the activity that is there or be used as an extension or add on to the listed activities.

Block-based agent-based modeling tool based on Scratch

Cellular is an agent-based modeling tool that uses a Scratch-like interface and allows teachers and students to create models and simulations in a very easy way. This makes this tool suitable to introduce ABM into the Primary level but also in Middle & High School taking advantage of previous students experience with Scratch. Cellular is based on Snap wich it's also based on Scratch. And you can also work off-line!!

Emergence video

A portion of a PBS NOVA video discussing the concept of emergence (or complex adaptive systems) where patterns emerge in nature where agents follow simple rules.

CS in Science Module 5: Greenhouse Gases slide presentation

This slide presentation can be used for CS in Science Module 5: Greenhouse Gases. Teachers can download and modify this presentation for classroom use. Also note that this presentation was specifically developed for use in a module exploring climate change and water, but the first several slides include good general information.

The Greenhouse Effect

A short video on the basics of the greenhouse effect, used in CS in Science, Module 2 (Greenhouse gas model).

Silver Nitrate Production video

A short video showing "Silver Production from Silver Nitrate using a Copper Pipe" - used if wet lab activity not available for CS in Science Module 4 (Chemical Reactions)

Pair Programming video

This short video (2:51 minutes) features two middle school girls describing and practicing pair programming. It is a great introduction to this method of learning programming and creating models.

Epidemiology for StarLogo TNG

How do diseases spread?  In this Project GUTS unit, students research contagious diseases and customize a computer model to explore how disease — or gossip, bullying or fashion— might spread within their school or neighborhood.

The primary goal of this unit is to engage students in simple interactive activities to explore epidemiology concepts, and in the use, modification, and creation of agent-based models to conduct experiments on simple contagion.