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When more is less:The other side of artificial intelligence recommendation 被引量:1

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摘要 Based on consumers'preferences.Al(artificial intelligence)recommendation automati-cally filters information,which provokes scholars'debate.Supporters believe that by analyzing the consumers'preferences,Al recommendation enables consumers to choose products more quickly and at a lower cost.Critics deem that consumers are more easily trapped in information cocoons because of the use of Al recommendations.This reduces the possibility of consumers contacting a variety of commodities,thus lowering the con-sumer decision quality.Based on experiments.this paper discusses the moderating role of Al recommendation on the relationship between consumers'preferences and information cocoons.Moreover,it examines the relationship between information cocoons and con-sumer decision quality.The fndings are:Al recommendation strengthens consumers'preferences;consumers'preferences are positively correlated with information cocoons and further lead to the decline of consumers'decision quality.In the Al era.this paper contributes to revealing the dark sides of AI recommendation and provides empirical evidence for the regulation of Al behaviors.
出处 《Journal of Management Science and Engineering》 2022年第2期213-232,共20页 管理科学学报(英文版)
基金 supported by the NSFC(72002088) jiangxi Natural Science Fund(20192BAB207010) Science and Technology Project Founded by the Education Department of Jiangxi Province(GJ]190292) Graduate Innovative Special Fund Projects of jiangxi Province(YC2019 B090,YC2020-B138) Teaching Reform Research Project of Jiangxi Province Degree and Post-graduate Education (JXYJG-2020-085).
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