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Algorithmic Bias in Search Rankings
Search engine algorithms aren’t always “neutral.” They can favor certain types of content, domains, or creators, not purely based on quality, but because of underlying biases in data or model design.
Wikipedia
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Dux Digital
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For example, content from well-established, authoritative brands or “mainstream” voices may rank higher simply because the algorithm has learned to prioritize them.
Dux Digital
Some research in “fair ranking” shows that ranking systems can be optimized not just for relevance, but also to reduce disparate exposure (i.e., making sure less prominent items also get visibility)
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