Khemlani Sangeet, Lotstein Max, Trafton J Gregory, Johnson-Laird P N
a Navy Center for Applied Research in Artificial Intelligence , Naval Research Laboratory , Washington , DC , USA.
Q J Exp Psychol (Hove). 2015;68(10):2073-96. doi: 10.1080/17470218.2015.1007151. Epub 2015 Mar 2.
We propose a theory of immediate inferences from assertions containing a single quantifier, such as: All of the artists are bakers; therefore, some of the bakers are artists. The theory is based on mental models and is implemented in a computer program, mReasoner. It predicts three main levels of increasing difficulty: (a) immediate inferences in which the premise and conclusion have identical meanings; (b) those in which the initial mental model of the premise yields the correct conclusion; and (c) those in which only an alternative to the initial model establishes the correct conclusion. These levels of difficulty were corroborated for inferences to necessary conclusions (in a reanalysis of data from Newstead, S. E., & Griggs, R. A. (1983). Drawing inferences from quantified statements: A study of the square of opposition. Journal of Verbal Learning and Verbal Behavior, 22, 535-546), for inferences to modal conclusions, such as, it is possible that all of the bakers are artists (Experiment 1), for inferences with unorthodox quantifiers, such as, most of the artists (Experiment 2), and for inferences about the consistency of pairs of quantified assertions (Experiment 3). The theory also includes three parameters in a stochastic system that predicted quantitative differences in accuracy within the three main sorts of inference.
我们提出了一种关于从含有单个量词的断言进行直接推理的理论,例如:所有艺术家都是面包师;因此,有些面包师是艺术家。该理论基于心理模型,并在一个名为mReasoner的计算机程序中得以实现。它预测了三个难度逐渐增加的主要层次:(a)前提和结论含义相同的直接推理;(b)前提的初始心理模型能得出正确结论的推理;(c)只有初始模型的替代模型才能确立正确结论的推理。这些难度层次在关于必然结论的推理中得到了证实(重新分析了来自纽斯特德,S.E.和格里格斯,R.A.(1983年)的数据。从量化陈述中得出推论:对立四边形的研究。《言语学习与言语行为杂志》,22,535 - 546),在关于模态结论的推理中,例如,所有面包师都可能是艺术家(实验1),在使用非传统量词的推理中,例如,大多数艺术家(实验2),以及在关于一对量化断言一致性的推理中(实验3)。该理论还在一个随机系统中包含三个参数,这些参数预测了三种主要推理类型在准确性上的数量差异。