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1
fNIRS-based classification of mind-wandering with personalized window selection for multimodal learning interfaces [<Journal>]
Liu, Ruixue [Verfasser]; Walker, Erin [Verfasser]; Friedman, Leah [Verfasser].
DNB Subject Category Language
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2
Using Thinkalouds to Understand Rule Learning and Cognitive Control Mechanisms Within an Intelligent Tutoring System
In: Artificial Intelligence in Education (2020)
Abstract: Cognitive control and rule learning are two important mechanisms that explain how goals influence behavior and how knowledge is acquired. These mechanisms are studied heavily in cognitive science literature within highly controlled tasks to understand human cognition. Although they are closely linked to the student behaviors that are often studied within intelligent tutoring systems (ITS), their direct effects on learning have not been explored. Understanding these underlying cognitive mechanisms of beneficial and harmful student behaviors can provide deeper insight into detecting such behaviors and improve predictive models of student learning. In this paper, we present a thinkaloud study where we asked students to narrate their thought processes while solving probability problems in ASSISTments. Students are randomly assigned to one of two conditions that are designed to induce the two modes of cognitive control based on the Dual Mechanisms of Control framework. We also observe how the students go through the phases of rule learning as defined in a rule learning paradigm. We discuss the effects of these different mechanisms on learning, and how the information they provide can be used in student modeling.
Keyword: Article
URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334185/
https://doi.org/10.1007/978-3-030-52237-7_40
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3
Voluntary task switching
In: Task switching and cognitive control (Oxford, 2014), p. 117-136
MPI für Psycholinguistik
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4
Working memory capacity modulates task performance but has little influence on task choice
In: Memory & cognition. - Heidelberg [u.a.] : Springer 39 (2011) 4, 708-724
BLLDB
OLC Linguistik
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5
Perceptual asymmetries influence task choice: the effect of lateralised presentation of hierarchical stimuli
In: Laterality. - Abingdon : Routledge, Taylor & Francis Group 15 (2010) 5, 501-513
BLLDB
OLC Linguistik
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6
The effect of stimulus availability on task choice in voluntary task switching
In: Memory & cognition. - Heidelberg [u.a.] : Springer 36 (2008) 5, 991-997
OLC Linguistik
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7
The effect of stimulus availability on task choice in voluntary task switching
In: Memory & cognition. - Heidelberg [u.a.] : Springer 36 (2008) 5, 991-997
OLC Linguistik
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8
Voluntary task switching : chasing the elusive homunculus
In: Journal of experimental psychology. Learning, memory, and cognition. - Washington, DC [u.a.] : Assoc. 31 (2005) 4, 683-702
BLLDB
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9
Episodic and semantic components of the compound-stimulus strategy in the explicit task-cuing procedure
In: Memory & cognition. - Heidelberg [u.a.] : Springer 32 (2004) 6, 965-978
OLC Linguistik
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10
Episodic and semantic components of the compound-stimulus strategy in the explicit task-cuing procedure
In: Memory & cognition. - Heidelberg [u.a.] : Springer 32 (2004) 6, 965-978
OLC Linguistik
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11
Episodic and semantic components of the compound-stimulus strategy in the explicit task-cuing procedure
In: Memory & cognition. - Heidelberg [u.a.] : Springer 32 (2004) 6, 965-978
BLLDB
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12
Tasks of a feather flock together: Similarity effects in task switching
In: Memory & cognition. - Heidelberg [u.a.] : Springer 31 (2003) 5, 781-789
OLC Linguistik
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13
Tasks of a feather flock together: Similarity effects in task switching
In: Memory & cognition. - Heidelberg [u.a.] : Springer 31 (2003) 5, 781-789
OLC Linguistik
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14
Neural Mechanisms of Visual Attention: Object-Based Selection of a Region in Space
In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 12 (2000) 2, 106-117
OLC Linguistik
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