cs.AI updates on arXiv.org 08月22日
Using a cognitive architecture to consider antiBlackness in design and development of AI systems
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本文探讨了如何运用认知建模来分析反黑主义和种族主义对AI系统设计的影响,并从认知、社会文化和生理角度进行了探讨。

arXiv:2207.00644v3 Announce Type: replace-cross Abstract: How might we use cognitive modeling to consider the ways in which antiblackness, and racism more broadly, impact the design and development of AI systems? We provide a discussion and an example towards an answer to this question. We use the ACT-R/{\Phi} cognitive architecture and an existing knowledge graph system, ConceptNet, to consider this question not only from a cognitive and sociocultural perspective, but also from a physiological perspective. In addition to using a cognitive modeling as a means to explore how antiblackness may manifest in the design and development of AI systems (particularly from a software engineering perspective), we also introduce connections between antiblackness, the Human, and computational cognitive modeling. We argue that the typical eschewing of sociocultural processes and knowledge structures in cognitive architectures and cognitive modeling implicitly furthers a colorblind approach to cognitive modeling and hides sociocultural context that is always present in human behavior and affects cognitive processes.

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认知建模 AI系统 反黑主义 种族主义 社会文化
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