Trust Teaming | Beta v2023.05

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About

This webapp is the newly improved testbed for the Trust Teaming experiment conducted at the SHINE Lab.

License and Usage

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Commercial usage is restricted, remixes allowed with proper attribution and same license!

Please attribute code to Michal Bodzianowski, as well as citing the following paper in research publications using this code:

Philip Bobko, Leanne Hirshfield, Lucca Eloy, Cara Spencer, Emily Doherty, Jack Driscoll & Hannah Obolsky (2023) Human-agent teaming and trust calibration: a theoretical framework, configurable testbed, empirical illustration, and implications for the development of adaptive systems, Theoretical Issues in Ergonomics Science, 24:3, 310-334, DOI: 10.1080/1463922X.2022.2086644

For any concerns, please reach out to the SHINE Laboratory via their website

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Installation for Usage

Prerequisites

• Have a Redis instance running locally reachable on 127.0.0.1:6379. If first time running make sure db 1 is empty.
• This project was built using python3.10 and the library versions in frozen_req.txt. Try switching to these if future versions break (or better yet, create a PR if you can migrate/upgrade!)
• (For Developers) Set FLASK_ENV environment var to development

Installation Steps

1. Download or clone repo
2. cd into TrustTeaming
3. Run pip3 install -r requirements.txt
4. Run npm install
5. To start server- npm run start
6. Run npm run build to build the web scripts.
   • (For Developers) Use npm run dev-watch instead to rebuild webpack items (.js, .jsx, .css)
7. Visit http://127.0.0.1:8080 on participant computers. Admin login is done by entering SHINE as the code.

Installation Notes/Help

Important - Make sure eventlet and gevent are not installed in your environment for now.

Warning- Do not trust sensitive data to this program (read- passwords). This is out of scope for this testbed's responsibilities.

Note- If using npm on Windows, please run npm config set script-shell bash so that the start script runs correctly

Note- Sample config CSVs available under /samples

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Developer Notes

• Please maintain styling using Prettier
• Currently no CI/CD setup, but coming soon?
• Also needs Dockerization
• Otherwise, modular setup, and adding new features appreciated

Libraries used

• See requirements.txt and package.json

Note about crime.csv

Initial versions of this projects relied on a large database of Denver crime data in a crime.csv file. This is available upon request, but we now use src/data/updatedcrimedata, a compressed and Pandas optimized version of the data. See src/data/datagenerator.ipynb for details.

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CSCI5448 - Object Oriented Analysis and Design

This was also submitted as the final project for Michal Bodzianowski's CSCI5548 class at the University of Colorado Boulder.

Video Link