Task 2 Flashcards
What is the classical view / approach ?
- Something belongs to a category if it fits to the definition of the category !
Name some charactersitic regarding classical view:
- Examples share fundamental characteristics
- Clear cut
- Not better or worse fit
- Clearly defined
What are some problems regarding the classicla approach ?
- Requires perfect match between defintion and object
2. Some might fit easier which we will learn then faster
Why is cogintive economy so usefull ?
- You divide the world into clases which decreases the amount of information we need to learn and remember
- cause u choose what u want to learn
What are the lvls of categorization and how are they structured ?
- Hierachical organised
- Superordinated lvl
- basic lvl
- subordinate lvl
What are some key features regarding the superordinate lvl ?
- high coverage
- very broad
- > Example: furniture
What are some key features regarding the basic lvl ?
- the most relevant conceptual information relating to a category
- table
- people tend to focus on that lvl
What are some key features regarding the subordinate lvl ?
- low coverage
- Really in detailed information !
What is the variable that influence the lvl of categorization ?
- knowledge
- Based on knowledge the lvl can switch and makes it for every person different
What does more knowledge lead to ?
- Faster classification
- Better discrimination
- More detailed description
What are the Similarity based categoristaion systems ?
- Classical bases approach
- prototype view
- exemplar view
What is the prototype based approach ?
- Compaing the new object with a prototype that represents the category
- based on average
Name some characteristics regarding the protoype view:
- typical prototype is based on an average of members of a category
- must not be present
- family resemblance
- Allows variation
- good when knowledge is allready build
What does family resemblance mean ?
- The idea that you are in a category and share multiple components
- fuzzy boarders
What does variation stand for regarding the prototype view ?
- different typicaliyt
- high = more closer related
- low = less related
What are some limitations regarding the prototype model ?
- similarity to earlier example influences categorization (priming)
- no info about attribute values (coin and pizza could be same)
- ignore correlations of features
What is the exemplar based approach ?
- Novel object is assigned to the category
that contains examples that show the
closest likeness to the novel object - comparison to an actual member
What are some characteristics of the exemplar based approach ?
- Exemplar is actual part of the category
- greatest number of similarity
- Good for small categorize and atypicall structures
- important for early learning
What are some problems with the exemplar view ?
- difficult to define most relevantf features and limited memory capacity
What is now the best strategy out of all approaches/theories/views ?
- Hybrid approach
What is the Hybrid approach ?
- combination of prototype exemplar approach