Context theory of classification learning.
By Douglas L. Medin, Marguerite M. Schaffer. 1978
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Josh Tenenbaum
- Brenden M. Lake
- Yoshua Bengio
- Trevor Darrell
- Jitendra Malik
- Abhinav Kumar Gupta
- Kristen Grauman
- Dacheng Tao
Citations in the corpus
- Generalization Through the Recurrent Interaction of Episodic Memories (2012, methodology): “The REMERGE model can be considered a synthesis of classical exemplar models of memory (Hintzman, 1986; Medin & Schaffer, 1978; Nosofsky, 1984; Shiffrin & Steyvers, 1997) and a class of connectionist networks, termed interactive activation and competition (IAC) models.”
- A temporal ratio model of memory. (2007, methodology): “…and the feature model share the assumption that items are located in multidimensional space, although the feature model uses binary features (akin to the model of Medin & Schaffer, 1978; see also Estes, 1994) whereas SIMPLE assumes continuous-valued dimensions (akin to the model of Nosofsky, 1986).”
- Experience-Based and On-Line Categorization of Objects in Early Infancy (2010, background): “Object categories may be represented by individual exemplars of the category or by a summary representation (perhaps a prototype or rule) of the category (e.g., Medin & Schaffer, 1978; Nosofsky, 1984).”
- Scenario-based design (2002, background): “For example, people remember a prototypical example far better than they remember the abstract category to which it belongs (Medin & Schaffer, 1978; Rosch et al., 1976).”
- Absolute identification by relative judgment. (2005, background): “Exemplar models ( Medin & Schaffer, 1978; Nosofsky, 1986) assume a long-term memory for each stimulus’s magnitude, together with the label associated with that stimulus.”
- Learning From Others (2012, unknown): “Yet most models assume that learning depends on this sort of random sampling (Anderson, 1991; Goodman, Tenenbaum, Feldman, & Griffiths, 2008; Kruschke, 1992; Love, Medin, & Gureckis, 2004; Medin & Schaffer, 1978; Nosofsky, 1984; Nosofsky, Palemeri, & McKinley, 1994; Pothos & Chater, 2002).”
- Argument Structure in Usage-Based Construction Grammar: Experimental and corpus-based perspectives (2015, background): “In line with current thinking on categorization in cognitive psychology (Medin & Schaffer, 1978; Nosofsky, 1986, 1988; Nosofsky, Pothos, & Wills, 2011, inter alia), some recent versions of the usage-based approach (notably Pierrehumbert’s [2001] and Bybee’s [2006, 2010, 2013]) propose that the…”
- A Nearest Hyperrectangle Learning Method (1991, methodology): “NGE theory is derived from a learning model called exemplar-based learning that was proposed originally as a model of human learning by Medin and Schaffer (1978).”