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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.

What's Represented?

These exercises ask the learner to identify abstractions in the computer model as compared to a diagram or image of a natural phenomenon.

Papercatchers

Papercatchers is a participatory simulation in which students learn about population growth and limits to growth. Students play the role of members of a growing population, follow simple rules governing survival and reproduction, and collect and graph data.

Experimental Design Form

A printable copy of the experimental design form, used in Project GUTS CS in Science Modules, for students to plan an experiment, including identifying variables, planning data collection and analysis, and interpretation.

Project Design Form

A printable copy of the Project Design Form, used in Project GUTS CS in Science Modules.

Scientific Practices Form

A printable copy of the Scientific Practices Form used throughout CS in Science Modules.

Modeling Ecosystems in StarLogo Nova

This document gives background information and is a guide to CS in Science, Module 3 (Ecosystems) and building the rabbits and grass model.

¿Complejo o complicado?

¿Complejo o Complicado? utiliza una presentación de diapositivas para crear una actividad que se utiliza para involucrar a los estudiantes en argumentar basándose en evidencias y mejorar su comprensión sobre los sistemas adaptativos complejos.

Papeles en el viento ("Papercatchers")

"Papeles en el viento" (Papercatchers) es una simulación participativa en la que los estudiantes aprenden sobre el crecimiento de la población y los límites al crecimiento. Los estudiantes desempeñan el papel de miembros de una población creciente, siguen reglas sencillas que rigen la supervivencia y la reproducción, y recopilan y grafican datos.

Guía de observación de un modelo basado en agentes

Se trata de una guía para poder observar un modelo basado en agentes y reconocer sus diferentes partes, como por ejemplo las abstracciones (quiénes son los agentes, cuál es el entorno, cuáles son las interacciones); la automatización; los supuestos y el análisis.

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.

Toss-Up

As a virus spreads through a community, epidemiologists might study how far a disease has spread, how quickly it spreads and how infectious it can be as well a numerous other pieces of data in order to understand the disease and its potential impact on a community. In this activity, students will simulate the spread of a virus such as the flu. Students will work in pairs to accumulate data using graph paper, a data chart, and a die. Before starting, groups will need to decide on three variables.

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.

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.

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.

Ecosystems for StarLogo TNG

What keeps an ecosystem in balance? Students begin with a simple predator-prey model to consider who eats whom—and what happens when one population grows faster than the others. The primary goal of this unit is to engage students in simple interactive activities to explore ecosystems concepts, and in the use, modification, and creation of agent-based models to conduct experiments on simple virtual ecosystems.