Our preliminary results demonstrate that there is a significant bias towards the male gender on the returned YouTube educational videos, and the degree of bias varies when we compare STEM and NON-STEM queries. Finally, there is a strong evidence that rank information might affect the results.
Jun 20, 2022
Jul 5, 2022 · We adopted bias measures for ranked search results to evaluate educational videos returned by YouTube in response to queries related to STEM ...
Jun 20, 2022 · Measuring Gender Bias in Educational Videos: A Case Study on. YouTube. Gizem Gezicia,b, Yucel Saygina. aSabanci University, Istanbul, Turkey.
Measuring Gender Bias in Educational Videos: A Case Study on YouTube · Figures and Tables · Topics · Ask This Paper · 3 Citations · 47 References · Related Papers ...
In this work, our goal is to evaluate the perceived gender bias in online education by exploiting an automated annotations. The automated pipeline has already ...
Automated Gender Bias Evaluation in YouTube - ResearchGate
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Oct 31, 2022 · In our previous work, we investigate the perceived gender bias in YouTube using manually annotations for detecting the narrators' perceived ...
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