Research and Enlightenment of International Working Memory Based on Knowledge Mapping

Wang Yulan; Deng Guomin

doi:doi:10.11648/j.si.20200806.15

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Research and Enlightenment of International Working Memory Based on Knowledge Mapping

Wang Yulan, Deng Guomin

Published in Science Innovation (Volume 8, Issue 6)

Received: 15 January 2021 Accepted: Published: 30 January 2021

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Abstract

Working memory is the theoretical basis of cognitive load theory and multimedia learning theory. It provides a basis for us to understand the nature and process of learning, design and develop learning resource environment, and develop and construct new learning theories. In this paper, CiteSpace software is used to analyze the knowledge map and content of internationally important working memory research literature data, to reveal the current research status and future development trends of international working memory. The study found that the research of working memory originated from the discussion of human memory structure, and think it is not comprehensive to use short-term memory to describe the temporary storage of information by people, for it also involves the manipulation and processing of information, and the concept of working memory is proposed. In the past 20 years, working memory research has focused on seven aspects: disease damage, cognitive control, ability performance, individual differences, memory models, experimental methods and brain activation. Finally, the paper discusses the current limitations of working memory research, and discusses some issues that need to be focused on in the future of working memory research, and its implications for the design and development of instructional design principles, learning theory construction and learning environment.

Published in	Science Innovation (Volume 8, Issue 6)
DOI	10.11648/j.si.20200806.15
Page(s)	182-193
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Working Memory, Learning Theory, Cognitive Impairment, fMRI, CiteSpace, Knowledge Map

References

[1]	Manoach DS, Gollub RL, Benson ES, et al. Schizophrenic subjects show aberrant fMRI activation of dorsolateral prefrontal cortex and basal ganglia during working memory performance. [J]. Biological Psychiatry, 2000, 48 (2): 99-109.
[2]	Lee H, Kim J. Load-sensitive impairment of working memory for biological motion in schizophrenia [J]. PloS one, 2017, 12 (10): e0186498.
[3]	Matsuzaka C T, Christofolini D, Ota V K, et al. Catechol-O-methyltransferase (COMT) polymorphisms modulate working memory in individuals with schizophrenia and healthy controls[J]. Revista Brasileira de Psiquiatria, 2017, 39 (4): 302-308.
[4]	Nielsen J D, Madsen K H, Wang Z, et al. Working memory modulation of frontoparietal network connectivity in first-episode schizophrenia[J]. Cerebral Cortex, 2017, 27 (7): 3832-3841.
[5]	Zhang W, Luck S J. Discrete fixed-resolution representations in visual working memory[J]. Nature, 2008, 453 (7192): 233.
[6]	Emrich S M, Riggall A C, LaRocque J J, et al. Distributed patterns of activity in sensory cortex reflect the precision of multiple items maintained in visual short-term memory [J]. Journal of Neuroscience, 2013, 33 (15): 6516-6523.
[7]	Bays P M, Husain M. Dynamic shifts of limited working memory resources in human vision[J]. Science, 2008, 321 (5890): 851-854.
[8]	Awh E, Jonides J. Overlapping mechanisms of attention and spatial working memory.[J]. Trends in Cognitive Sciences, 2001, 5 (3): 119-126.
[9]	Gazzaley A, Nobre A C. Top-down modulation: bridging selective attention and working memory[J]. Trends in cognitive sciences, 2012, 16 (2): 129-135.
[10]	Cowan N. The magical number 4 in short-term memory: a reconsideration of mental storage capacity[J]. Behavioral & Brain Sciences, 2001, 24 (1): 87-114.
[11]	Engle R W, Tuholski S W, Laughlin J E, et al. Working memory, short-term memory, and general fluid intelligence: a latent-variable approach [J]. Journal of Experimental Psychology General, 1999, 128 (3): 309-331.
[12]	Conway A R A, Kane M J, Bunting M F, et al. Working memory span tasks: A methodological review and user’s guide[J]. Psychonomic bulletin & review, 2005, 12 (5): 769-786.
[13]	Kane M J, Hambrick D Z, Tuholski S W, et al. The generality of working memory capacity: a latent-variable approach to verbal and visuospatial memory span and reasoning [J]. Journal of Experimental Psychology: General, 2004, 133 (2): 189.
[14]	Olesen P J, Westerberg H, Klingberg T. Increased prefrontal and parietal activity after training of working memory.[J]. Nature Neuroscience, 2004, 7 (1): 75-79.
[15]	Klingberg T. Training and plasticity of working memory[J]. Trends in cognitive sciences, 2010, 14 (7): 317-324.
[16]	Jaeggi S M, Buschkuehl M, Jonides J, et al. Improving fluid intelligence with training on working memory [J]. Proceedings of the National Academy of Sciences, 2008, 105 (19): 6829-6833.
[17]	Unsworth N, Engle R W. The nature of individual differences in working memory capacity: active maintenance in primary memory and controlled search from secondary memory[J]. Psychological review, 2007, 114 (1): 104.
[18]	Wiemers E A, Redick T S. Working memory capacity and intra-individual variability of proactive control [J]. Acta Psychologica, 2018, 182: 21-31.
[19]	Robison M K, Unsworth N. Individual Differences in Working Memory Capacity Predict Learned Control Over Attentional Capture[J]. J Exp Psychol Hum Percept Perform, 2017, 43 (11): 1912.
[20]	Baddeley A. Working memory: theories, models, and controversies[J]. Annual review of psychology, 2012, 63: 1-29.
[21]	Baddeley AD, Logie RH (1999) Working memory: The multiple-component model. In: Miyake A, Shah P, eds. Models of working memory. Cambridge, UK: Cambridge University Press. 28–61.
[22]	Baddeley A. The episodic buffer: a new component of working memory?[J]. Trends in cognitive sciences, 2000, 4 (11): 417-423.
[23]	Baddeley A. Working memory: looking back and looking forward[J]. Nature reviews neuroscience, 2003, 4(10): 829.
[24]	Postle BR. Working memory as an emergent property of the mind and brain.[J]. Neuroscience, 2006, 139 (1): 23-38.
[25]	Postle BR, Zarahn E, D'Esposito M. Using event-related fMRI to assess delay-period activity during performance of spatial and nonspatial working memory tasks[J]. Brain Research Protocols, 2000, 5 (1): 57-66.
[26]	Wager T D, Smith E E. Neuroimaging studies of working memory[J]. Cognitive, Affective, & Behavioral Neuroscience, 2003, 3 (4): 255-274.
[27]	Melby-Lervåg M, Hulme C. Is working memory training effective? A meta-analytic review[J]. Developmental psychology, 2013, 49 (2): 270.
[28]	Owen A M, McMillan K M, Laird A R, et al. N‐back working memory paradigm: A meta‐analysis of normative functional neuroimaging studies[J]. Human brain mapping, 2005, 25 (1): 46-59.
[29]	Braver, Todd S., et al. "A parametric study of prefrontal cortex involvement in human working memory." Neuroimage 5.1 (1997): 49-62.
[30]	Cohen J D, Perlstein W M, Braver T S, et al. Temporal dynamics of brain activation during a working memory task[J]. Nature, 1997, 386 (6625): 604.
[31]	Courtney S M, Petit L, Maisog J M, et al. An area specialized for spatial working memory in human frontal cortex.[J]. Science, 1998, 279 (5355): 1347-1351.
[32]	Smith E E, Jonides J. Storage and executive processes in the frontal lobes[J]. Science, 1999, 283 (5408): 1657-1661.
[33]	LaBar, Kevin S., et al. "Neuroanatomic overlap of working memory and spatial attention networks: a functional MRI comparison within subjects." Neuroimage 10.6 (1999): 695-704.
[34]	Rowe, James B., et al. "The prefrontal cortex: response selection or maintenance within working memory?." Science 288.5471 (2000): 1656-1660.
[35]	Todd, J. Jay, and René Marois. "Capacity limit of visual short-term memory in human posterior parietal cortex." Nature 428.6984 (2004): 751.
[36]	Curtis C E, Rao V Y, D'Esposito M. Maintenance of spatial and motor codes during oculomotor delayed response tasks[J]. Journal of Neuroscience the Official Journal of the Society for Neuroscience, 2004, 24 (16):3944.

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Wang Yulan, Deng Guomin. (2021). Research and Enlightenment of International Working Memory Based on Knowledge Mapping. Science Innovation, 8(6), 182-193. https://doi.org/10.11648/j.si.20200806.15

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Wang Yulan; Deng Guomin. Research and Enlightenment of International Working Memory Based on Knowledge Mapping. Sci. Innov. 2021, 8(6), 182-193. doi: 10.11648/j.si.20200806.15

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AMA Style

Wang Yulan, Deng Guomin. Research and Enlightenment of International Working Memory Based on Knowledge Mapping. Sci Innov. 2021;8(6):182-193. doi: 10.11648/j.si.20200806.15

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@article{10.11648/j.si.20200806.15,
  author = {Wang Yulan and Deng Guomin},
  title = {Research and Enlightenment of International Working Memory Based on Knowledge Mapping},
  journal = {Science Innovation},
  volume = {8},
  number = {6},
  pages = {182-193},
  doi = {10.11648/j.si.20200806.15},
  url = {https://doi.org/10.11648/j.si.20200806.15},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.si.20200806.15},
  abstract = {Working memory is the theoretical basis of cognitive load theory and multimedia learning theory. It provides a basis for us to understand the nature and process of learning, design and develop learning resource environment, and develop and construct new learning theories. In this paper, CiteSpace software is used to analyze the knowledge map and content of internationally important working memory research literature data, to reveal the current research status and future development trends of international working memory. The study found that the research of working memory originated from the discussion of human memory structure, and think it is not comprehensive to use short-term memory to describe the temporary storage of information by people, for it also involves the manipulation and processing of information, and the concept of working memory is proposed. In the past 20 years, working memory research has focused on seven aspects: disease damage, cognitive control, ability performance, individual differences, memory models, experimental methods and brain activation. Finally, the paper discusses the current limitations of working memory research, and discusses some issues that need to be focused on in the future of working memory research, and its implications for the design and development of instructional design principles, learning theory construction and learning environment.},
 year = {2021}
}

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TY  - JOUR
T1  - Research and Enlightenment of International Working Memory Based on Knowledge Mapping
AU  - Wang Yulan
AU  - Deng Guomin
Y1  - 2021/01/30
PY  - 2021
N1  - https://doi.org/10.11648/j.si.20200806.15
DO  - 10.11648/j.si.20200806.15
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JO  - Science Innovation
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PB  - Science Publishing Group
SN  - 2328-787X
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AB  - Working memory is the theoretical basis of cognitive load theory and multimedia learning theory. It provides a basis for us to understand the nature and process of learning, design and develop learning resource environment, and develop and construct new learning theories. In this paper, CiteSpace software is used to analyze the knowledge map and content of internationally important working memory research literature data, to reveal the current research status and future development trends of international working memory. The study found that the research of working memory originated from the discussion of human memory structure, and think it is not comprehensive to use short-term memory to describe the temporary storage of information by people, for it also involves the manipulation and processing of information, and the concept of working memory is proposed. In the past 20 years, working memory research has focused on seven aspects: disease damage, cognitive control, ability performance, individual differences, memory models, experimental methods and brain activation. Finally, the paper discusses the current limitations of working memory research, and discusses some issues that need to be focused on in the future of working memory research, and its implications for the design and development of instructional design principles, learning theory construction and learning environment.
VL  - 8
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Author Information

Wang Yulan

Department of Philosophy, Nanjing University, Nanjing, China
Deng Guomin

College of Education Science, Guiyang University, Guiyang, China

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APA Style

Wang Yulan, Deng Guomin. (2021). Research and Enlightenment of International Working Memory Based on Knowledge Mapping. Science Innovation, 8(6), 182-193. https://doi.org/10.11648/j.si.20200806.15

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ACS Style

Wang Yulan; Deng Guomin. Research and Enlightenment of International Working Memory Based on Knowledge Mapping. Sci. Innov. 2021, 8(6), 182-193. doi: 10.11648/j.si.20200806.15

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AMA Style

Wang Yulan, Deng Guomin. Research and Enlightenment of International Working Memory Based on Knowledge Mapping. Sci Innov. 2021;8(6):182-193. doi: 10.11648/j.si.20200806.15

Copy | Download

@article{10.11648/j.si.20200806.15,
  author = {Wang Yulan and Deng Guomin},
  title = {Research and Enlightenment of International Working Memory Based on Knowledge Mapping},
  journal = {Science Innovation},
  volume = {8},
  number = {6},
  pages = {182-193},
  doi = {10.11648/j.si.20200806.15},
  url = {https://doi.org/10.11648/j.si.20200806.15},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.si.20200806.15},
  abstract = {Working memory is the theoretical basis of cognitive load theory and multimedia learning theory. It provides a basis for us to understand the nature and process of learning, design and develop learning resource environment, and develop and construct new learning theories. In this paper, CiteSpace software is used to analyze the knowledge map and content of internationally important working memory research literature data, to reveal the current research status and future development trends of international working memory. The study found that the research of working memory originated from the discussion of human memory structure, and think it is not comprehensive to use short-term memory to describe the temporary storage of information by people, for it also involves the manipulation and processing of information, and the concept of working memory is proposed. In the past 20 years, working memory research has focused on seven aspects: disease damage, cognitive control, ability performance, individual differences, memory models, experimental methods and brain activation. Finally, the paper discusses the current limitations of working memory research, and discusses some issues that need to be focused on in the future of working memory research, and its implications for the design and development of instructional design principles, learning theory construction and learning environment.},
 year = {2021}
}

Copy | Download

TY  - JOUR
T1  - Research and Enlightenment of International Working Memory Based on Knowledge Mapping
AU  - Wang Yulan
AU  - Deng Guomin
Y1  - 2021/01/30
PY  - 2021
N1  - https://doi.org/10.11648/j.si.20200806.15
DO  - 10.11648/j.si.20200806.15
T2  - Science Innovation
JF  - Science Innovation
JO  - Science Innovation
SP  - 182
EP  - 193
PB  - Science Publishing Group
SN  - 2328-787X
UR  - https://doi.org/10.11648/j.si.20200806.15
AB  - Working memory is the theoretical basis of cognitive load theory and multimedia learning theory. It provides a basis for us to understand the nature and process of learning, design and develop learning resource environment, and develop and construct new learning theories. In this paper, CiteSpace software is used to analyze the knowledge map and content of internationally important working memory research literature data, to reveal the current research status and future development trends of international working memory. The study found that the research of working memory originated from the discussion of human memory structure, and think it is not comprehensive to use short-term memory to describe the temporary storage of information by people, for it also involves the manipulation and processing of information, and the concept of working memory is proposed. In the past 20 years, working memory research has focused on seven aspects: disease damage, cognitive control, ability performance, individual differences, memory models, experimental methods and brain activation. Finally, the paper discusses the current limitations of working memory research, and discusses some issues that need to be focused on in the future of working memory research, and its implications for the design and development of instructional design principles, learning theory construction and learning environment.
VL  - 8
IS  - 6
ER  -

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