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Learning of nondomain facts in high- and low-knowledge domains.
34
Citations
24
References
2001
Year
Nondomain FactsEngineeringKnowledge ExtractionMetacognitionCognitionConceptual Knowledge AcquisitionSocial SciencesPsychologyData ScienceData MiningMemoryNew InformationRetrieval TechniqueCognitive SciencePrior FactsKnowledge DiscoveryAutomated Knowledge AcquisitionSuperior RecallExperimental PsychologyImplicit MemoryKnowledge BaseMnemonicAutomated ReasoningEpistemologyKnowledge Management
Research on expertise has repeatedly documented that experts learn new information better than do novices, but only when the information is relevant to the expert's domain. It was found in Experiment 1 that participants showed superior learning and recall of a large quantity of new, non-domain-relevant facts about concepts within their domain of high knowledge than about concepts for which they had low domain knowledge. Experiment 2 investigated whether the participants' superior recall of new facts related to concepts within their domain of high knowledge was due to the number of prior facts associated with the concept or to the prior frequency of repetition of those concepts. It was found that participants' recall of new facts was better for concepts with 5 prior associated facts than for concepts with a single prior association but that the number of previous repetitions of each concept did not affect the level of recall for the new facts.
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