范围(计算机科学)
背景(考古学)
信息搜寻
信息质量
价值(数学)
信息的价值
实证研究
心理学
计算机科学
数据科学
知识管理
认知科学
信息系统
人工智能
政治学
认识论
生物
机器学习
图书馆学
程序设计语言
法学
古生物学
哲学
作者
Kenji Kobayashi,Joseph W. Kable
出处
期刊:Neuron
[Elsevier]
日期:2024-05-03
卷期号:112 (11): 1741-1756
被引量:14
标识
DOI:10.1016/j.neuron.2024.04.008
摘要
We ubiquitously seek information to make better decisions. Particularly in the modern age, when more information is available at our fingertips than ever, the information we choose to collect determines the quality of our decisions. Decision neuroscience has long adopted empirical approaches where the information available to decision-makers is fully controlled by the researchers, leaving neural mechanisms of information seeking less understood. Although information seeking has long been studied in the context of the exploration-exploitation trade-off, recent studies have widened the scope to investigate more overt information seeking in a way distinct from other decision processes. Insights gained from these studies, accumulated over the last few years, raise the possibility that information seeking is driven by the reward system signaling the subjective value of information. In this piece, we review findings from the recent studies, highlighting the conceptual and empirical relationships between distinct literatures, and discuss future research directions necessary to establish a more comprehensive understanding of how individuals seek information as a part of value-based decision-making.
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