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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 is a Complex Adaptive System?

A brief explanation of the characteristics of Complex Adaptive Systems, with a few examples of activities that demonstrate these characteristics.

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.

Workshop Planning Guide

A list of factors to consider for facilitators and school districts or partner organizations in planning a workshop.

Cellular screen capture showing ant simulation on a honey trap

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!!

LC Cohort 2 Spring workshop

These are the slides from the March 10, 2018 workshop for Cohort 2

Tips for Facilitators

Suggestions on best practices for teaching Project GUTS lessons, by acting as a facilitator to student learning, rather than a lecturer on your known content.

Teaching Equity Resources

Here are links to the resources used in CS in Science workshops to discuss equity in computer science.

Project GUTS teacher & facilitator guides

These guides are aimed at helping teachers or workshop facilitators help their students or participants be independent learners while working with computer models. They are a work in progress - final versions will be uploaded soon. Please feel free to point out any corrections or additions in a discussion thread -- Thanks!

Code Blocks for CS in Science Module 3 - Rabbits and Grass Ecosystems Model

This is a worksheet to use while decoding the Rabbits and Grass Ecosystems Model - CS in Science, Module 3. Select the relevant link below, for StarLogo Nova 1.0 (flash version) or StarLogo Nova 2.0 (HTML5/JavaScript version).

Massachusetts Institute of Technology video - image of birds flocking

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.

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.

Complex Adaptive Systems Background Resources

The attached files can provide teachers and students with some simple background explanations of complex adaptive systems and feedback loops.

Screen shot of blocks and concepts guide

Code Blocks for CS in Science Module 1: Intro to Computer Science & Simulation

Here are links to the Code Blocks for CS in Science Module 1, for StarLogo Nova 1.0 (Flash version), and the Code Blocks for CS in Science Module 1 for StarLogo Nova 2.0 (HTML5/JavaScript version). This is not the one-page Blocks and Drawers Guide for StarLogo Nova (those documents are linked below).

CS in Science videos -Link to Playlists for each Module and CS resources

This link will take you to the playlist for the Project GUTS/CS in Science youtube channel, where videos for each module and for teaching and StarLogo Nova tips are organized.

Characteristics of a complex adaptive system

Summary of CAS concepts

CS in Science Module 3: Ecosystems slide presentation

These are slide presentations for CS in Science Module 3: Ecosystems. Teachers can download and modify these slides for classroom use. Be sure to select the desired link below, for StarLogo Nova 1.0 (flash version) or StarLogo Nova 2.0 (HTML5/JavaScript version).

Code blocks for basic setup in StarLogo Nova

CS in Science: Module 1 Additional Resources

Ready to implement? Here are some additional resources and links to other Teachers with GUTS pages to help you with CS in Science, Module 1 (Introduction to Computer Modeling and Simulation). Some of the resources refer specifically to StarLogo Nova 1.0 (teacher videos) and others to StarLogo Nova 2.0 (link to models gallery). Check the relevant page for CS in Science Module 1 for the version of StarLogo Nova you are using.

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.

Interview with Hal Scheintaub

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

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