Thinking & Intelligence Flashcards
Knowledge Representation
mental representation: hypothetical ‘internal’ cognitive symbol that represents external reality
– Analogical vs. symbolic
Analogical representations
Mental representations which have some physical characteristics of actual objects – Images
Symbolic representations
Abstract mental representations don’t correspond to physical characteristics of actual objects – Words
don’t really look like what they are corresponding to
Analogical Representations
We form mental images of many objects
–allow us to answer questions about objects not in our presence
Analogical Representations
–Also allows us to solve problems
•Allows us to think things through
–we can manipulate these mental images
•It takes longer for them to answer question when more mental rotating was required
Knowledge Categorization
•use symbolic representations (words) to represent much of our knowledge
Categorization
process of grouping things based on shared information + similarity
Concept
mental representation that groups object, events/relations around common themes
–So you don’t have to store everything individually
–Your knowledge of apples is grouped with your general knowledge about “fruit”
Basic level categories/concepts
–Located in the middle of the hierarchy
–terms most often used in conversation, easiest to pronounce, level at which prototypes exist + which most thinking occurs
Defining Attribute Model
Objects categorized according to certain set of rules/specific set of features
–Membership determined on an all-or-none basis
–“A triangle is a figure having three angles and three sides” if it meets the rule then that’s a triangle
Problems with the defining attribute model
–often make exceptions to our rules
–Some attributes more important for defining category
–Some concepts appear are more representative
not an all or none principles
Prototype Model
Objects categorized according to how closely resemble “prototype” of category
–Allows for flexibility in representation of concepts
–Explains why some category members are better examples than others
–Problem: How is the prototype chosen?
Exemplar Model
all members we encountered form concept
•we compare it to all previous examples of concept
•when we see something new, seems to best fit a certain concept
•sometimes use rule based/resemblance based
Exemplar Model
–representation of bird consists of all of the birds you have encountered
–If see something new + most closely resembles the birds you have encountered, you conclude that it is a bird
Organization of Concepts
can follow either a rule-based (defining attribute)/resemblance-based (prototype/exemplar) approach, it just depends on the situation
Organization of Concepts
–Seeing a bat dart by in the night
•Initial reaction may be “bird” based on resemblance
•But would see that it shares more features with mammals than birds - based on rules
Schemas
- knowledge goes beyond lists of facts about items
* help us perceive, organize + process info: allow us to function effectively within complex daily environments
Schemas
•scripts: Schemas about sequences of events in certain situations
–script for going to a restaurant
Reasoning
Using info to determine if a conclusion is valid/reasonable
–If I decide to become a doctor, will I make a lot of money?
Decision making
Attempting to select best alternative among several options
–Which POSt should I select?
Problem solving
Finding a way around an obstacle to reach a goal
–How can I make sure I get into the POSt I want?
Deductive Reasoning
reason from general to the specific using belief/rule to determine if a conclusion is valid
–“Doctors make more money than the average person. So if I decide to be a doctor, chances are I’ll make good money.”
Deductive Reasoning
Syllogisms: Logical arguments containing premises (statements) and a conclusion. (If someone is a doctor, then they make a lot of money)
if x is true then y is true
Inductive reasoning
reason from specific to general using examples/instances to determine if conclusion is likely to be true
–“Aunt Barbara is a doctor and she’s the richest person in the family…” - Anecdotal evidence
•Both types of reasoning have their flaws + can lead to inappropriate conclusions
Heuristics
Shortcuts/rules of thumb used to reduce amount of thinking needed to make a decision
•If we devoted all our cognitive processes, we would take too long to decide
–“I did best in bio, so I should specialize in that”
•but can lead to biases
Benefits of heuristics
–Require minimal cognitive resources
–Allows us to decide quickly
–Often lead to reasonably good decisions
Availability Heuristic
Estimating frequency of event based on how easily examples come to mind
–Which is more frequent in the English language?
Words that begin with the letter K/as the third letter
Representativeness Heuristic
Making judgments likelihood based on how similar person/object is to prototype for that category
–E.g., Linda is 31 years old, single, outspoken, and very bright. She majored in philosophy. As a student, she was deeply concerned with issues of discrimination and social justice, and also participated in antinuclear demonstrations. Which is more likely?
Linda is a bank teller/Linda is a bank teller and is active in the feminist movement.
Conjunction fallacy
mistaken belief that finding a specific member in two overlapping categories (bank tellers & feminists) is more likely than finding any member of one of the larger, general categories (bank tellers)
conjunction fallacy
•By choosing option “B”, we ignore base rates (the frequency of an event occurring)
we are distracted by info and ignore base rates