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Explaining Learned Predictiveness: Roles of Attention and Integration of Associative Structures

机译:解释学习的预测性:关联结构的关注和整合的角色

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摘要

In 3 experiments, participants were trained in an associative learning paradigm in which they learned the relation between consumption of certain foodstuffs and the type of allergic reaction shown by a fictional patient. Experiment 1 demonstrated the learned predictiveness effect, showing that cues that had served as good predictors of outcomes in an initial phase of training were especially effective in a test given after a second phase of training in which learning about the same cues, but with different outcomes, had been required. Experiment 2 showed that this effect could be obtained when the two phases of training occurred in reverse order,so that the critical cues were established as good or bad predictors only after the associations tested in the final test had been acquired. This learned predictiveness effect cannot be explained by an enhancement of the associability of the predictive cues that facilitated learning about them in phase two. This encouraged us to consider 2 alternatives to associability for explaining learned predictiveness: (a) that training a cue as a good predictor increases its effective salience, thus enhancing its power to evoke responding on test and (b) that learned predictiveness is the result of a nonattentional process in which subjects integrate information acquired in the separate phases of training. Support for the latter came from Experiment 3,which showed that a modified test procedure, designed to reduce the tendency to integrate across phases, eliminated the learned predictiveness effect.
机译:在3个实验中,参与者在联合学习范式中受过培训,其中他们学会了某些食品消费与虚构患者所示的过敏反应类型之间的关系。实验1证明了学习的预测性效应,表明在训练初期训练初期阶段的初始阶段的良好预测因子的提示在一阶段培训后的测试中特别有效,这在学习同一提示,而且具有不同的结果,已经需要。实验2表明,当训练的两个阶段以相反的顺序发生的两个阶段可以获得这种效果,因此只有在获得最终测试中测试的关联之后,临界提示只有在最终测试中的关联之后被建立为好或坏的预测器。这种学习的预测性效应不能通过提高预测性提示的可助资能力在第二阶段学习它们的可助理性的能力来解释。这鼓励我们考虑有关发起的有关能力的替代能力:(a)作为一个良好的预测指标训练提示的培训增加了它的有效推动力,从而提高了它的力量,以唤起响应测试和(b)所学知识的预测性一个非主题过程,其中受试者整合在培训的单独阶段中获得的信息。对后者的支持来自实验3,这表明改进的测试程序,旨在减少跨越阶段的整合趋势,消除了学习的预测性效应。

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