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BIAS DETECTION
What We Do
As members of Generation Z, we are digital natives. Growing bias in DEI influences our thoughts and behaviors. Social media safety becomes an issue that motivates us to conduct research papers, build up an AI tool to detect bias in digital space and provide workshops striving for a more equitable and informed online environment.
Our Research
Focused on AI-based Solution for Digital Divide in DEI landscape
Biases on gender, race, and income is prevalent in the digital world
Gen-Z's lens:
Proprietary Survey
AI Solution: gender, race, and income bias
Train the model with Gen Z's vocabulary to detect the bias
K-means clustering to analyze the survey results
Built a Natural Language Processing model
Seminar at Carnegie Mellon University
Beatrice and Daryl showcased a word cloud generator during the seminar, and the words provided by the participants to define men and women closely aligned with the results of our research paper surveys
Workshop
We provide workshops that showcase our AI models and their potential to mitigate bias in social media and Internet usage. During these sessions, we also engage with participants to discuss various topics including online misinformation, and use social media effectively. Our goal is to collaboratively brainstorm solutions for fostering a safe and responsible online community,
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