Modeling the Acquisition of Domain Structure and Feature Understanding

نویسندگان

  • Amy Perfors
  • Charles Kemp
  • Joshua B. Tenenbaum
چکیده

Young children face a difficult learning task: without having access to the cues that full language mastery would provide, they must acquire conceptual knowledge about the world; likewise, they must somehow learn words while lacking the full conceptual structure that the words refer to. We present a Bayesian framework that can model aspects of the acquisition of theory knowledge as a function of different types of input. We describe a set of developmental phenomena that our model can address.

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تاریخ انتشار 2005