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Novelty Recognition Models

Complex Human Dynamics, 2012, p.49-65 [Peer Reviewed Journal]

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Title:
Novelty Recognition Models
Author: Nowak, Andrzej ; Winkowska-Nowak, Katarzyna ; Brée, David
Subjects: Affective Reaction ; Mere Exposure ; Perceptive Fluency ; Recognition Process ; Volatility Index
Is Part Of: Complex Human Dynamics, 2012, p.49-65
Description: In the following chapter a theoretical model of novelty recognition mechanism is described. In the first part the insights as well as shortcomings of classic approaches (e.g. mere exposure, feeling of knowing, tip of the tongue) are discussed. Those models are mostly descriptive and do not provide the explanatory mechanism for the observed effects. Such a mechanism is proposed in the second part of the chapter. First a metacognitive mechanism of fluency is described and identified as an empirical counterpart of a neural network measure of coherence. The application of a coherence/fluency-based feedback loop allows for building a precise and parsimonious model of novelty recognition process.
Related Titles: Understanding Complex Systems
Publisher: Germany: Springer Berlin / Heidelberg
Language: English
Identifier: ISSN: 1860-0832
ISBN: 364231435X
ISBN: 9783642314353
EISSN: 1860-0840
EISBN: 9783642314360
EISBN: 3642314368
DOI: 10.1007/978-3-642-31436-0_4
OCLC: 824420346
LCCallNum: HM511-538
Source: Alma/SFX Local Collection

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