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Journal of Experimental & Theoretical Artificial IntelligenceVol. 23, No. 3, September 2011, 299 327 Using analogical model formulation with sketches to solve BennettMechanical comprehension Test problemsMatthew Klenk*, Ken Forbus, Emmett Tomai and Hyeonkyeong KimQualitative Reasoning Group, Northwestern University, 2133 Sheridan Road,Evanston, IL, USA(Received 6 October 2008; final version received 1 October 2009)One of the central problems of artificial intelligence is capturing the breadth andflexibility of human common sense reasoning. One way to evaluate common senseis to use versions of human tests that rely on everyday reasoning. The BennettMechanical comprehension Test consists of everyday reasoning problems posedvia pictures and is used to evaluate technicians. This test is challenging because itrequires conceptual knowledge spanning a broad range of domains, experiencewith a wide variety of everyday situations, and spatial reasoning.

Using analogical model formulation with sketches to solve Bennett Mechanical Comprehension ... The Bennett Mechanical Comprehension Test consists of …

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