Week 8 Flashcards
What is Knowledge?
- Connections to truth, facts or principles
- Gained from study, inspection or experience
- Perception & Discovery
Conceptual Knowledge
Enables u to recognise objects & events
Helps us make inferences about things
Mental representation of objects events and abstract ideas (Kiefer & Pulvermuller 2012)
Category and Categorisation
- Category - all possible features of a concept; pointers to knowledge
- Categorisation - Assigning objects and events into a category
- Allows us to understand what we experience in the environment
- Enables us to use objects to achieve our goals
Categories
- Allow us to apply knowledge to new situations
- Ususally an automatic process
- Can be complicated process
Definitional Approach
- Placing Objects into Categories
- Definition of category determines which category it belongs to
- Most natural objects are not easy to define
e.g. how to define a cat?
Categories - Family Resemblance
- Wittgenstein 1953
- Items in a category resemble each other somehow
- This allows some variation within a category
Prototype Approach to Categorisation
- Belonging to a category is determined by comparison to an ideal image that represents it
- Generated using an average style that is common for it.
- Rosch 1973
- Close resemblance creates the category
Quantifying Typicality
- Presented participants with a Category
- Rate Items based on the category from 1-7
- Shows that sometimes objects are considered better or worse examples of categories
- Rosch & Mervis 1975 found that high resemblance categories can overlap in features
Sentence Verification Technique
Smith et al 1974
Subjects ask to respond yes/no quickly to a statement
Responses were faster for common objects
Prototype Approach to Categorisation
- Rosch 1975b
- Primed subjects with a words then asked to decide if samples matched
- These included similar and non similar stimuli
- Subjects faster to respond to the stimuli when they were good examples of the primer
- Priming helps identification of highly typical objects
Exemplar Approach to Categorisation
- Rather than taking a simple “average” Exemplar takes into account many samples
- Object is compared to every sample to determine belonging
- Used to support prototypical approach
- Sparrows are more birdlike than penguins so they are categorised faster.
Exemplars or Prototype Approach
- May allow better performance with highly atypical objects.
- Deals better with categories that are highly variable like games
e.g. penguins and birds
How are categories organised
- We break down categories into sub categories
- Rosch 1976
- Basic level category that is more psychologically important than other levels?
- Global (Superordinate)
- Basic
- Specific (Subordinate)
Categories Organised
- Subjects listed more items for the categories were more specific
- Rosch 1976 argued that basic category is special
- Because provides large increase of information over global level
- But does not lose much information ad the specific level
Basic Categories
- Subjects respond faster when using basic level categories
- Basic Level categories prime subjects better than global level categorise
e.g. cars is faster that vehicles
Knowledge can influence Categorisation
- Tanaka & Taylor
- Asked bird experts and non experts to name objects from lots of categories
- Also had 4 bird pictures
- Experts identified Bird Species and non experts said bird
- Experts pay attention to features of the birds; non experts were not aware of them
- The Level for special is different for each person depending on their expertise
Conceptual Knowledge is . . .
Enables us to recognise objects and make inferences about objects
Categorisation Allows . . .
- Understand what is happening in the environment
- Draw large amount of knowledge from a stimulus
- Use objects in the environment to achieve our goals
- Definitional approach limits us because most natural objects don’t conform perfectly with their definitions
Family Resemblance Allows . . .
Variation in a category by using shared features
Prototype Approach does
Compares the object to an average prototype of the category
Exemplar Approach does
Compare an object to every other instance of a category
Exemplar or Prototype Approach to Categorisation
- Both approaches may be required
- Rosch 1976
- Basic level of category is psychologically special
- Provides a large increase of information over the global level
- Does not lose much information from the specific level.
- People tend to identify objects using basic level categories.
- However, experts tend to use more specific levels
Perceptual Categorisation
- Decisions experts make can be conceptualised
- This is called Categorisation Judgement
- Skin cancer: Is the mole cancer or not?
- X-rays: Is the bone broken or not?
- Radiologists: Is that scan cancer or not?
- Fingerprints: Do these prints match or not?
Perceptual Categorisation – Fingerprints
- Could categories on single features like loops & whirls
- Do experts do this?
- Thompson & Tangen
- Yes they can distinguish print under pressure
Perceptual Categorisation – Global Approach
- Focus on individual features like in prototype approach
- May be relying on global information shared between instances
- Radiologists presented with scans of tumours may do this
- Evans et al 2013 –
- Exemplar Approach sufficient exposure to scans examples they can identify the ‘gist’ of the category