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29 Cards in this Set

  • Front
  • Back
What is knowledge?
Mental representation used for a variety of cognitive functions.
What is categorization?
Process things are placed into groups called categories.
Problem with the definition of category?
Not all members of everyday categories have the same defining features

Like vehicles and chairs. (Too many of each type)
Approach to Categorization
Membership based on whether the object meets the definition of the category

Chair: It gets sat on.
Approach to Categorization: Family resemblance
Things in a category resemble one another in a number of ways

Vehicle: Kinda looks alike.
Approach to Categorization: The Prototype Approach
Prototype=typical
Category prototype is Vehicle
Category member is Civic
Low prototypicality vs High prototypicality.
bird/penguin is low
bird/robin is high
Rosch's category experiment.
1 is a good member; 7 is a bad member

7 doesn't follow definition well enough
High and low overlap
High overlap makes it a better prototype as opposed to low overlap.

Also correlates to family resemblance.
Typicality effect:
prototypical objects are processed preferentially

Highly prototypical objects judged more rapidly

Bat is a bird vs robin is a bird
Priming and prototypes
Vehicle primes better for Honda than a flying car.
Approach to Categorization: The exemplar approach
Concept is represented by multiple examples
Prototypes or Exemplars?
Exemplars best for small categories; Prototypes best for larger categories.
Basic level category:
The broadest from possible.
Easier for kids and non-experts to label.

Easy to call it a bird than a robin.
Semantic Networks:
Quinlan and Collins

Takes time to go up nodes.
More to say canary is an animal than canary is a bird.
Cognitive economy
Must travel higher on a hierarchy network to figure out what it does.

Robin to Bird to It Can Fly.
Node
A category or a concept
Problem with Cognitive Economy
Penguins can't fly. Make exception nodes at the bottom.
Spreading Activation
The act of priming things around the node that was primed.

Say Robin; primes other types of birds and animal.
Collins and Quillian model
Node = category/concept

Concepts are linked
Criticism of Collins and Quillian (3)
Cannot explain typicality effects
Cognitive economy

Some sentence-verification results are problematic for the model
Collins and Loftus model (the add-on)
Shorter links to connect closely related concepts

Longer linkers for less closely related concepts

No hierarchical structure; based on person’s experience
Loftus now explains:
Typicality

pig mammal vs pig animal distance
The Connectionist Approach
Neurons and binary code.
Hebbian; wire together fire together.
The Connectionist Approach Input units:
Activated by stimulation from environment.
The Connectionist Approach Hidden units:
Receive input from input units
The Connectionist Approach Output units:
Receive input from hidden units
Brain Categories?
Double dissociation for living and non living things.
Agnosia
Lack of knowledge