Modeling Control Strategies in the N-Back Task

Ion Juvina; Niels A. Taatgen

Modeling Control Strategies in the N-Back Task

Ion Juvina, Niels A. Taatgen

Research output: Contribution to conference › Paper › peer-review

Abstract

Two studies aiming to investigate the use of cognitive control strategies in the N-Back task are presented. The first study identified a behavioral effect that seemed indicative of participants’ proneness toward using high- versus low-control strategies. Two ACT-R models of N-Back implementing the two hypothesized strategies were developed. Model simulations were used to identify the proneness toward using high- versus low-control strategies by the individual participants in the second study. An independent measure of control – Stroop interference – was used to validate the predictions of the two models.

Original language	English
Pages	73-78
Number of pages	6
State	Published - 2007
Externally published	Yes
Event	8th International Conference on Cognitive Modeling, ICCM 2007 - Ann Arbor, United States Duration: Jul 26 2007 → Jul 29 2007

Conference

Conference	8th International Conference on Cognitive Modeling, ICCM 2007
Country/Territory	United States
City	Ann Arbor
Period	7/26/07 → 7/29/07

ASJC Scopus Subject Areas

Artificial Intelligence
Modeling and Simulation

Disciplines

Psychology
Social and Behavioral Sciences

Access to Document

http://sitemaker.umich.edu/iccm2007.org/files/juvina___taatgen.pdf

Cite this

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title = "Modeling Control Strategies in the N-Back Task",

abstract = " Two studies aiming to investigate the use of cognitive control strategies in the N-Back task are presented. The first study identified a behavioral effect that seemed indicative of participants{\textquoteright} proneness toward using high- versus low-control strategies. Two ACT-R models of N-Back implementing the two hypothesized strategies were developed. Model simulations were used to identify the proneness toward using high- versus low-control strategies by the individual participants in the second study. An independent measure of control – Stroop interference – was used to validate the predictions of the two models.",

author = "Ion Juvina and Taatgen, \{Niels A.\}",

note = "Publisher Copyright: {\textcopyright} ICCM 2007.; 8th International Conference on Cognitive Modeling, ICCM 2007 ; Conference date: 26-07-2007 Through 29-07-2007",

year = "2007",

language = "English",

pages = "73--78",

}

TY - CONF

T1 - Modeling Control Strategies in the N-Back Task

AU - Juvina, Ion

AU - Taatgen, Niels A.

PY - 2007

Y1 - 2007

N2 - Two studies aiming to investigate the use of cognitive control strategies in the N-Back task are presented. The first study identified a behavioral effect that seemed indicative of participants’ proneness toward using high- versus low-control strategies. Two ACT-R models of N-Back implementing the two hypothesized strategies were developed. Model simulations were used to identify the proneness toward using high- versus low-control strategies by the individual participants in the second study. An independent measure of control – Stroop interference – was used to validate the predictions of the two models.

AB - Two studies aiming to investigate the use of cognitive control strategies in the N-Back task are presented. The first study identified a behavioral effect that seemed indicative of participants’ proneness toward using high- versus low-control strategies. Two ACT-R models of N-Back implementing the two hypothesized strategies were developed. Model simulations were used to identify the proneness toward using high- versus low-control strategies by the individual participants in the second study. An independent measure of control – Stroop interference – was used to validate the predictions of the two models.

UR - https://www.scopus.com/pages/publications/85085557879

UR - https://www.scopus.com/inward/citedby.url?scp=85085557879&partnerID=8YFLogxK

UR - https://corescholar.libraries.wright.edu/psychology/59

M3 - Paper

SP - 73

EP - 78

T2 - 8th International Conference on Cognitive Modeling, ICCM 2007

Y2 - 26 July 2007 through 29 July 2007

ER -

Modeling Control Strategies in the N-Back Task

Abstract

Conference

ASJC Scopus Subject Areas

Disciplines

Access to Document

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Cite this