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启发式人:为什么有偏见的头脑能做出更好的推论

Homo heuristicus: Why biased minds make better inferences
课程网址: http://videolectures.net/ijcai2011_gigerenzer_heuristicus/  
主讲教师: Gerd Gigerenzer
开课单位: 马克斯普朗克研究所
开课时间: 2011-08-23
课程语种: 英语
中文简介:
启发式是一种有效的忽略信息的认知过程。与普遍认为处理较少会降低准确性的观点相反,启发式研究表明,信息、计算和时间较少实际上可以提高准确性。我们回顾了迄今为止所取得的主要进展:(a)发现更少的是更大的效果;(b)探索生态合理性的研究,该研究考察了特定策略在哪些环境中成功或失败,以及为什么;(c)从模糊标签发展到启发式的计算模型;(d)发展了一个系统的理论体系。识别其构建要素和开发能力的经验论,并将认知系统视为依赖于“适应性工具箱”,以及(e)开发一种解释个体差异、进行竞争测试并为人们的适应性使用提供证据的经验方法论。启发式的。Homo heuristicus有偏见的思维,忽略了部分可用信息,但是偏见的思维比无偏见的思维更有效、更强大地处理不确定性,这依赖于更密集的资源和通用的处理策略。
课程简介: Heuristics are efficient cognitive processes that ignore information. In contrast to the widely held view that less processing reduces accuracy, the study of heuristics shows that less information, computation, and time can in fact improve accuracy. We review the major progress made so far: (a) the discovery of less-is-more effects; (b) the study of the ecological rationality of heuristics, which examines in which environments a given strategy succeeds or fails, and why; (c) an advancement from vague labels to computational models of heuristics; (d) the development of a systematic theory of heuristics that identifies their building blocks and the evolved capacities they exploit, and views the cognitive system as relying on an “adaptive toolbox;” and (e) the development of an empirical methodology that accounts for individual differences, conducts competitive tests, and has provided evidence for people’s adaptive use of heuristics. Homo heuristicus has a biased mind and ignores part of the available information, yet a biased mind can handle uncertainty more efficiently and robustly than an unbiased mind relying on more resource-intensive and general-purpose processing strategies.
关 键 词: 启发式; 模糊标签; 资源密集型
课程来源: 视频讲座网
最后编审: 2019-12-20:lxf
阅读次数: 70