more from this thinker     |     more from this text

Single Idea 18605

[filed under theme 18. Thought / D. Concepts / 4. Structure of Concepts / d. Concepts as prototypes ]

Full Idea

Instead of regularly producing a prototype out of the exemplars stored in long-term memory, it seems more efficient to extract a prototype from category members during concept learning and to use this prototype when needed.

Gist of Idea

It is more efficient to remember the prototype, than repeatedly create it from exemplars

Source

Edouard Machery (Doing Without Concepts [2009], 6.3.2)

Book Ref

Machery,Edouard: 'Doing Without Concepts' [OUP 2009], p.171

A Reaction

[This is a critique of Barsalou's on-the-fly proposal for prototypes] If the exemplar theory is right, then some sort of summary must occur when faced with a new instance. So this thought favours prototypes against exemplars.

The 22 ideas with the same theme [concepts as built around typical examples of things]:

12622 Many concepts lack prototypes, and complex prototypes aren't built from simple ones [Fodor]
12659 Maybe stereotypes are a stage in concept acquisition (rather than a by-product) [Fodor]
12660 One stereotype might be a paradigm for two difference concepts [Fodor]
15688 Categories are characterized by distance from a prototype [Gelman]
17975 There is no 'ideal' bird or dog, and prototypes give no information about variability [Murphy]
17976 Prototypes are unified representations of the entire category (rather than of members) [Murphy]
18691 The prototype theory uses observed features, but can't include their construction [Murphy]
17983 The prototype theory handles hierarchical categories and combinations of concepts well [Murphy]
17985 Prototypes theory of concepts is best, as a full description with weighted typical features [Murphy]
17986 Learning concepts is forming prototypes with a knowledge structure [Murphy]
11134 People don't just categorise by apparent similarities [Margolis/Laurence]
11136 Many complex concepts obviously have no prototype [Margolis/Laurence]
11133 Prototype theory categorises by computing the number of shared constituents [Margolis/Laurence]
11135 Complex concepts have emergent properties not in the ingredient prototypes [Margolis/Laurence]
11132 The prototype theory is probabilistic, picking something out if it has sufficient of the properties [Margolis/Laurence]
18594 Knowing typical properties of things is especially useful in induction [Machery]
18593 The term 'prototype' is used for both typical category members, and the representation [Machery]
18595 Prototype theories are based on computation of similarities with the prototype [Machery]
18596 Prototype theorists don't tell us how we select the appropriate prototype [Machery]
18603 Maybe concepts are not the typical properties, but the ideal properties [Machery]
18605 It is more efficient to remember the prototype, than repeatedly create it from exemplars [Machery]
18606 The prototype view predicts that typical members are easier to categorise [Machery]