Word-object learning via visual exploration in space (WOLVES) : (Record no. 3490)

MARC details
000 -LEADER
fixed length control field 02877nam a22003137a 4500
003 - CONTROL NUMBER IDENTIFIER
control field NUCLARK
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20241206121910.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241206b ph ||||| |||| 00| 0 eng d
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
International Standard Serial Number 0033-295X
040 ## - CATALOGING SOURCE
Original cataloging agency NU CLARK
Transcribing agency NU CLARK
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Bhat, Ajaz A.
Relator term author
245 ## - TITLE STATEMENT
Title Word-object learning via visual exploration in space (WOLVES) :
Remainder of title a neural process model of cross-situational word learning /
Statement of responsibility, etc. Ajaz A. Bhat, John P. Spencer, and Larissa K. Samuelson
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Washington, D.C. :
Name of publisher, distributor, etc. American Psychological Association,
Date of publication, distribution, etc. c2022
300 ## - PHYSICAL DESCRIPTION
Extent pages 640-695 :
Other physical details tables, figures.
500 ## - GENERAL NOTE
General note Includes appendices (pages 687-695).
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references (pages 682-687).
520 ## - SUMMARY, ETC.
Summary, etc. Infants, children and adults have been shown to track co-occurrence across ambiguous naming situations to infer the referents of new words. The extensive literature on this cross-situational word learning (CSWL) ability has produced support for two theoretical accounts—associative learning (AL) and hypothesis testing (HT)—but no comprehensive model of the behaviour. We propose WOLVES, an implementation-level account of CSWL grounded in real-time psychological processes of memory and attention that explicitly models the dynamics of looking at a moment-to-moment scale and learning across trials. We use WOLVES to capture data from 12 studies of CSWL with adults and children, thereby providing a comprehensive account of data purported to support both AL and HT accounts. Direct model comparison shows that WOLVES performs well relative to two competitor models. In particular, WOLVES captures more data than the competitor models (132 vs. 69 data values) and fits the data better than the competitor models (e.g., lower percent error scores for 12 of 17 conditions). Moreover, WOLVES generalizes more accurately to three ‘held-out’ experiments, although a model by Kachergis and colleagues (2012) fares better on another metric of generalization (AIC/BIC). Critically, we offer the first developmental account of CSWL, providing insights into how memory processes change from infancy through adulthood. WOLVES shows that visual exploration and selective attention in CSWL are both dependent on and indicative of learning within a task-specific context. Further, learning is driven by real-time synchrony of words and gaze and constrained by memory processes over multiple timescales.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element CROSS-SITUATIONAL LEARNING
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element WORD LEARNING
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element NUERAL PROCESS MODEL
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element DYNAMIC FIELD THEORY (DFT)
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element ATTENTION
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element MEMORY
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Spencer, John P.
Relator term author
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Samuelson, Larissa K.
Relator term author
773 ## - HOST ITEM ENTRY
Title Psychological Review
Related parts Volume 129, Number 4, (July 2022)
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https//doi.org/10.1037/rev0000">https//doi.org/10.1037/rev0000</a>
Public note Supplemental material
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type Continuing Resources
Suppress in OPAC No
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Total Checkouts Date last seen Price effective from Koha item type
    Library of Congress Classification     Reference NU Clark NU Clark Journals 12/06/2024   12/06/2024 12/06/2024 Continuing Resources

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