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- Concept_learning abstract "Concept learning, also known as category learning, concept attainment, and concept formation, is largely based on the works of the cognitive psychologist Jerome Bruner. Bruner, Goodnow, & Austin (1967) defined concept attainment (or concept learning) as \"the search for and listing of attributes that can be used to distinguish exemplars from non exemplars of various categories.\" More simply put, concepts are the mental categories that help us classify objects, events, or ideas, building on the understanding that each object, event, or idea has a set of common relevant features. Thus, concept learning is a strategy which requires a learner to compare and contrast groups or categories that contain concept-relevant features with groups or categories that do not contain concept-relevant features.Concept learning also refers to a learning task in which a human or machine learner is trained to classify objects by being shown a set of example objects along with their class labels. The learner simplifies what has been observed by condensing it in the form of an example. This simplified version of what has been learned is then applied to future examples. Concept learning may be simple or complex because learning takes place over many areas. When a concept is difficult, it is less likely that the learner will be able to simplify, and therefore will be less likely to learn. Colloquially, the task is known as learning from examples. Most theories of concept learning are based on the storage of exemplars and avoid summarization or overt abstraction of any kind.".
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- Concept_learning wikiPageWikiLink ACT-R.
- Concept_learning wikiPageWikiLink Abstraction.
- Concept_learning wikiPageWikiLink Algorithmic_information_theory.
- Concept_learning wikiPageWikiLink Artificial_neural_network.
- Concept_learning wikiPageWikiLink Behaviorism.
- Concept_learning wikiPageWikiLink Category:Learning_theory_(education).
- Concept_learning wikiPageWikiLink Category:Machine_learning.
- Concept_learning wikiPageWikiLink Clark_L._Hull.
- Concept_learning wikiPageWikiLink Classical_conditioning.
- Concept_learning wikiPageWikiLink Cognitive_psychology.
- Concept_learning wikiPageWikiLink Concept.
- Concept_learning wikiPageWikiLink Conditional_(computer_programming).
- Concept_learning wikiPageWikiLink Convolution.
- Concept_learning wikiPageWikiLink Data_compression.
- Concept_learning wikiPageWikiLink Donald_O._Hebb.
- Concept_learning wikiPageWikiLink Exemplar_theory.
- Concept_learning wikiPageWikiLink Factor_analysis.
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- Concept_learning wikiPageWikiLink Inductive_reasoning.
- Concept_learning wikiPageWikiLink Information_theory.
- Concept_learning wikiPageWikiLink Ivan_Pavlov.
- Concept_learning wikiPageWikiLink Jerome_Bruner.
- Concept_learning wikiPageWikiLink John_B._Watson.
- Concept_learning wikiPageWikiLink John_Robert_Anderson_(psychologist).
- Concept_learning wikiPageWikiLink Joshua_Tenenbaum.
- Concept_learning wikiPageWikiLink Karl_Lashley.
- Concept_learning wikiPageWikiLink Mental_representation.
- Concept_learning wikiPageWikiLink Neuroscience.
- Concept_learning wikiPageWikiLink Perceptual_learning.
- Concept_learning wikiPageWikiLink Probably_approximately_correct_learning.
- Concept_learning wikiPageWikiLink Psychophysiology.
- Concept_learning wikiPageWikiLink Reinforcement_learning.
- Concept_learning wikiPageWikiLink Sample_exclusion_dimension.
- Concept_learning wikiPageWikiLink Schema_(psychology).
- Concept_learning wikiPageWikiLink Statistical_learning_theory.
- Concept_learning wikiPageWikiLink Version_space_learning.
- Concept_learning wikiPageWikiLink WordNet.
- Concept_learning wikiPageWikiLinkText "Concept learning".
- Concept_learning wikiPageWikiLinkText "Concept_learning".
- Concept_learning wikiPageWikiLinkText "Conceptual Learning".
- Concept_learning wikiPageWikiLinkText "Induction and acquisition".
- Concept_learning wikiPageWikiLinkText "concept formation".
- Concept_learning wikiPageWikiLinkText "concept learning".
- Concept_learning wikiPageWikiLinkText "form concepts".
- Concept_learning wikiPageWikiLinkText "induction".
- Concept_learning wikiPageWikiLinkText "understanding concepts".
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- Concept_learning wikiPageUsesTemplate Template:Cite_journal.
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- Concept_learning wikiPageUsesTemplate Template:Confusing.
- Concept_learning wikiPageUsesTemplate Template:Contradict.
- Concept_learning wikiPageUsesTemplate Template:Disputed.
- Concept_learning wikiPageUsesTemplate Template:Expert-subject.
- Concept_learning wikiPageUsesTemplate Template:Incoherent.
- Concept_learning wikiPageUsesTemplate Template:Multiple_issues.
- Concept_learning wikiPageUsesTemplate Template:Ref.
- Concept_learning wikiPageUsesTemplate Template:Refimprove.
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- Concept_learning subject Category:Learning_theory_(education).
- Concept_learning subject Category:Machine_learning.
- Concept_learning type Theory.
- Concept_learning comment "Concept learning, also known as category learning, concept attainment, and concept formation, is largely based on the works of the cognitive psychologist Jerome Bruner.".
- Concept_learning label "Concept learning".
- Concept_learning sameAs Q4491893.
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