The organization of knowledge in the mind Flashcards
Can be expressed in words and other symbols(i.e.,
“knowingthat”)
Own knowledge of facts about cognitive psychology, about world history, about your
personal history, and about mathematics.
Declarative Knowledge
Follow procedural steps for performing actions(i.e.,
“knowinghow”)
Procedural Knowledge
An idea about something that provides a means of understanding the world.
It is the fundamental unit of symbolic knowledge, or knowledge of
correspondence between symbols and their meaning.
Concept
A hierarchy of concepts. It is a concept with members.
Category
Groupings that occur naturally in the world, like birds or
trees
Natural categories
Groupings that are designed or invented by humans to serve
particular purposes or functions, like automobiles and kitchen appliances
Artifact categories
Typically are described not in words but rather in phrases.
Theircontentvaries,dependingonthecontext
ad hoc categories
“a red, roundish edible
object that has a stem
and that came from a
tree.
“
- broad and general in their description.
Ex. a fruit
SUPERORDINATE LEVEL
“a red, roundish edible
object that has a stem
and that came from a
tree.
“
- the largest number of distinctive features.
Ex. an apple
BASIC LEVEL
“a red, roundish edible
object that has a stem
and that came from a
tree.
“
- has specific features and description.
Ex. a Red Delicious apple
SUBORDINATE LEVEL
The classic view of concepts breaks down a concept into a set of featural components.Each feature is considered necessary (andsufficient) to define the concept.Defining features are essential elements of the concept, and a thing must possess thesefeatures to be categorized as that concept.Ex.Abachelora”bachelor” can be defined by three features: male, unmarried, and adult.
FEATURE-BASED
objects in a particular category, share all of their defining feature
Family Resemblance
PROBLEM WITH
FEATURE-BASED
- it does not work as well as it appears to at firstcglance.
- Some concepts do not
readily lend themselves to featural analysis. - does not seem to change the concept we use to define
-may not always be fixed and can sometimes be flexible or
subject to change.
Grouping things together not by their defining features but rather by their similarity to an
averaged model of the category.
PROTOTYPE THEORY
an abstract average of all the objects in the category we previously have
encountered
Prototype
which describe (characterize ortypify) the prototype but are not
necessary for it. Commonly are present in typical examples of concepts, but they are not
always present.
Characteristic feature
- Defined through defining features, such as bachelor.
- Typically created by experts and involve strict defining features that are
arbitrarily assigned to a category. - Defining features are considered necessary and sufficient to determine
membership in the category.
CLASSICAL CONCEPTS
- Tend to evolve naturally and are often based on typical or characteristic
features rather than strict defining features. - More flexible and allow for variation and uncertainty in categorization.
FUZZY CONCEPTS
Some psychologists suggest that instead of using a single abstract prototype for
categorizing concept, we use multiple, specific exemplars
REAL-WORLD EXAMPLES
suggests that prototypes and exemplars are just the two extremes on a
continuum of abstraction.
VARYING ABSTRACTION MODEL (VAM)
Categorization does not solely rely on one abstract prototype or a large number
of concrete exemplars.
Intermediate representations are used, which represent subgroups or higherorder categories within a category.
THEORY OF INTERMEDIATE REPRESENTATIONS
A full theory of categorization can combine both defining and characteristic features.
The prototype encompasses the characteristic features that tend to be typical of an example (a
birdcanfly) but that are not necessary for being considered an example (anostrich)
COMBINING FEATURE-BASED
AND PROTOTYPE THEORIES
Refers to the defining features something must have to be considered an example of a
category
Core
- holds that people understand and categorize concepts in terms of
implicit theories, or general ideas they have regarding those concept. - Use your experience to construct an explanation.
- people can distinguish between essential and incidental,oraccidental,featuresofconcepts
because they have complex mental representations of these concepts.
THEORY-BASED VIEW OF
CATEGORIZATION
suggest that knowledge is represented in our minds
in the form of concepts that are connected with
each other Ina web-like form.
SEMANTIC NETWORK MODELS
Semantic network- web of elements of meaning(nodes) in which the elements are
connected with each other through links.
Organized knowledge representation takes the form of a hierarchical tree
diagram.
COLLINS AND QUILLIAN’S
NETWORK MODEL
web of elements of meaning(nodes) in which the elements are
connected with each other through links.
Semantic network
typically concepts.The connections between the nodes are labeled relationships
Nodes
provides means for organizing
concepts.
Networks
knowledge is organized based on a comparison of
semantic features, rather than one strict hierarchy
of concepts.
-differs from feature based theory of categorization in a key way:
Features of different concepts are compared directly, rather than
serving as the basis for forming a category.
COMPARARING SEMANTIC
FEATURES
-common method for examining semantic networks.
-participants are presented a prime for a very short amount of time and then
are given the first few letters of a word and told to complete the stem with the
first word that comes to mind.
Word stem completion