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Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks
Re-representation is a critical ability to (i) understanding human creative problem solving, and (ii) modeling computational cognitive systems able to support or perform creative problem solving tasks on their own. This paper proposes a unified multi-level cognitive approach to investigating re-repr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6502907/ https://www.ncbi.nlm.nih.gov/pubmed/31114526 http://dx.doi.org/10.3389/fpsyg.2019.00940 |
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author | Olteţeanu, Ana-Maria Schöttner, Mikkel Bahety, Arpit |
author_facet | Olteţeanu, Ana-Maria Schöttner, Mikkel Bahety, Arpit |
author_sort | Olteţeanu, Ana-Maria |
collection | PubMed |
description | Re-representation is a critical ability to (i) understanding human creative problem solving, and (ii) modeling computational cognitive systems able to support or perform creative problem solving tasks on their own. This paper proposes a unified multi-level cognitive approach to investigating re-representation: the study of sensory-based, concept-based and problem template based possible forms of re-representations in an integrated manner. Descriptions and explanations of each level prepare the ground for further computational modeling. A study is deployed in order to explore the relationship between the various tasks proposed to reflect re-representation. A significant correlation between the investigated tasks is discovered. Two previous studies from the literature are replicated. A new strong and significant relationship between the Pattern Meanings Test and the Alternative Uses Test is observed. |
format | Online Article Text |
id | pubmed-6502907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65029072019-05-21 Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks Olteţeanu, Ana-Maria Schöttner, Mikkel Bahety, Arpit Front Psychol Psychology Re-representation is a critical ability to (i) understanding human creative problem solving, and (ii) modeling computational cognitive systems able to support or perform creative problem solving tasks on their own. This paper proposes a unified multi-level cognitive approach to investigating re-representation: the study of sensory-based, concept-based and problem template based possible forms of re-representations in an integrated manner. Descriptions and explanations of each level prepare the ground for further computational modeling. A study is deployed in order to explore the relationship between the various tasks proposed to reflect re-representation. A significant correlation between the investigated tasks is discovered. Two previous studies from the literature are replicated. A new strong and significant relationship between the Pattern Meanings Test and the Alternative Uses Test is observed. Frontiers Media S.A. 2019-04-30 /pmc/articles/PMC6502907/ /pubmed/31114526 http://dx.doi.org/10.3389/fpsyg.2019.00940 Text en Copyright © 2019 Olteţeanu, Schöttner and Bahety. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Olteţeanu, Ana-Maria Schöttner, Mikkel Bahety, Arpit Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks |
title | Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks |
title_full | Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks |
title_fullStr | Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks |
title_full_unstemmed | Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks |
title_short | Towards a Multi-level Exploration of Human and Computational Re-representation in Unified Cognitive Frameworks |
title_sort | towards a multi-level exploration of human and computational re-representation in unified cognitive frameworks |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6502907/ https://www.ncbi.nlm.nih.gov/pubmed/31114526 http://dx.doi.org/10.3389/fpsyg.2019.00940 |
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