Research on Algorithm Embedding and Visibility Mechanism:A Platform Affor-dance Perspective
Given the increasing relevance of algorithms,how to implement the main responsibility of plat-forms has become a focal issue.Based on the perspective of affordance theory,the study analyzes the rela-tionship between algorithms,the platform environment,and user perception through mixed research methods to clarify the role of platforms in the process and the problems that arise.The research results show that the algorithm reshapes the platform environment through specific encoding programs,multi-objective optimiza-tion,and billions of feature vector combinations.For ordinary users,the algorithm is invisible,uneditable and inaccessible.The platform initially constructs the visibility mechanism of the algorithm through interface cues,but the effect is limited.The research,combined with the embedding logic of the algorithm,provides policy recommendations to promote user algorithmic knowledge,which has certain theoretical and practical significance.
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