Literature DB >> 17910170

How goals affect the organization and use of domain knowledge.

Benjamin D Jee1, Jennifer Wiley.   

Abstract

Expert specialists organize their knowledge around information related to their goals. In the experiments presented here, the relation between goal use and knowledge organization was investigated by manipulating participants' goals as they learned about a novel domain. Experiment 1 showed that goal use produces biases toward goal-related information in categorization and induction. Experiment 2 revealed that the bias toward goal relatedness is not absolute; participants use their knowledge flexibly, depending on the context of induction. Experiment 3 showed that using information in the absence of a meaningful goal does not produce significant goal-related biases. Altogether, the effects of goal use are evident across a number of tasks and may depend on goal meaningfulness and the coherence it provides to goal-related knowledge structures.

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Year:  2007        PMID: 17910170     DOI: 10.3758/bf03193459

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  21 in total

1.  Learning nonlinearly separable categories by inference and classification.

Authors:  Takashi Yamauchi; Bradley C Love; Arthur B Markman
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2002-05       Impact factor: 3.051

2.  Food for thought: cross-classification and category organization in a complex real-world domain.

Authors:  B H Ross; G L Murphy
Journal:  Cogn Psychol       Date:  1999-06       Impact factor: 3.468

3.  A relevance theory of induction.

Authors:  Douglas L Medin; John D Coley; Gert Storms; Brett K Hayes
Journal:  Psychon Bull Rev       Date:  2003-09

Review 4.  Category use and category learning.

Authors:  Arthur B Markman; Brian H Ross
Journal:  Psychol Bull       Date:  2003-07       Impact factor: 17.737

5.  Development of categorization and reasoning in the natural world: novices to experts, naive similarity to ecological knowledge.

Authors:  Patrick Shafto; John D Coley
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2003-07       Impact factor: 3.051

6.  Learning abstract relations from using categories.

Authors:  Brian H Ross; Justin L Warren
Journal:  Mem Cognit       Date:  2002-07

7.  Ideals, central tendency, and frequency of instantiation as determinants of graded structure in categories.

Authors:  L W Barsalou
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1985-10       Impact factor: 3.051

8.  Ad hoc categories.

Authors:  L W Barsalou
Journal:  Mem Cognit       Date:  1983-05

9.  Similarity and property effects in inductive reasoning.

Authors:  E Heit; J Rubinstein
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1994-03       Impact factor: 3.051

10.  Context-independent and context-dependent information in concepts.

Authors:  L W Barsalou
Journal:  Mem Cognit       Date:  1982-01
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  1 in total

1.  Observation versus classification in supervised category learning.

Authors:  Kimery R Levering; Kenneth J Kurtz
Journal:  Mem Cognit       Date:  2015-02
  1 in total

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