Cargando…
Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation
African literature has played a major role in changing and shaping perceptions about African people and their way of life for the longest time. Unlike western cultures that are associated with advanced forms of writing, African literature is oral in nature, meaning it has to be recited and even perf...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776655/ https://www.ncbi.nlm.nih.gov/pubmed/35069396 http://dx.doi.org/10.3389/fpsyg.2021.808414 |
_version_ | 1784636877049954304 |
---|---|
author | Wen, Jianlan Piao, Yuming |
author_facet | Wen, Jianlan Piao, Yuming |
author_sort | Wen, Jianlan |
collection | PubMed |
description | African literature has played a major role in changing and shaping perceptions about African people and their way of life for the longest time. Unlike western cultures that are associated with advanced forms of writing, African literature is oral in nature, meaning it has to be recited and even performed. Although Africa has an old tribal culture, African philosophy is a new and strange idea among us. Although the problem of “universality” of African philosophy actually refers to the question of whether Africa has heckling of philosophy in the Western sense, obviously, the philosophy bred by Africa’s native culture must be acknowledged. Therefore, the human–computer interaction-oriented (HCI-oriented) method is proposed to appreciate African literature and African philosophy. To begin with, a physical object of tablet-aid is designed, and a depth camera is used to track the user’s hand and tablet-aid and then map them to the virtual scene, respectively. Then, a tactile redirection method is proposed to meet the user’s requirement of tactile consistency in head-mounted display virtual reality environment. Finally, electroencephalogram (EEG) emotion recognition, based on multiscale convolution kernel convolutional neural networks, is proposed to appreciate the reflection of African philosophy in African literature. The experimental results show that the proposed method has a strong immersion and a good interactive experience in navigation, selection, and manipulation. The proposed HCI method is not only easy to use, but also improves the interaction efficiency and accuracy during appreciation. In addition, the simulation of EEG emotion recognition reveals that the accuracy of emotion classification in 33-channel is 90.63%, almost close to the accuracy of the whole channel, and the proposed algorithm outperforms three baselines with respect to classification accuracy. |
format | Online Article Text |
id | pubmed-8776655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87766552022-01-22 Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation Wen, Jianlan Piao, Yuming Front Psychol Psychology African literature has played a major role in changing and shaping perceptions about African people and their way of life for the longest time. Unlike western cultures that are associated with advanced forms of writing, African literature is oral in nature, meaning it has to be recited and even performed. Although Africa has an old tribal culture, African philosophy is a new and strange idea among us. Although the problem of “universality” of African philosophy actually refers to the question of whether Africa has heckling of philosophy in the Western sense, obviously, the philosophy bred by Africa’s native culture must be acknowledged. Therefore, the human–computer interaction-oriented (HCI-oriented) method is proposed to appreciate African literature and African philosophy. To begin with, a physical object of tablet-aid is designed, and a depth camera is used to track the user’s hand and tablet-aid and then map them to the virtual scene, respectively. Then, a tactile redirection method is proposed to meet the user’s requirement of tactile consistency in head-mounted display virtual reality environment. Finally, electroencephalogram (EEG) emotion recognition, based on multiscale convolution kernel convolutional neural networks, is proposed to appreciate the reflection of African philosophy in African literature. The experimental results show that the proposed method has a strong immersion and a good interactive experience in navigation, selection, and manipulation. The proposed HCI method is not only easy to use, but also improves the interaction efficiency and accuracy during appreciation. In addition, the simulation of EEG emotion recognition reveals that the accuracy of emotion classification in 33-channel is 90.63%, almost close to the accuracy of the whole channel, and the proposed algorithm outperforms three baselines with respect to classification accuracy. Frontiers Media S.A. 2022-01-07 /pmc/articles/PMC8776655/ /pubmed/35069396 http://dx.doi.org/10.3389/fpsyg.2021.808414 Text en Copyright © 2022 Wen and Piao. https://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 Wen, Jianlan Piao, Yuming Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation |
title | Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation |
title_full | Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation |
title_fullStr | Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation |
title_full_unstemmed | Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation |
title_short | Human–Computer Interaction-Oriented African Literature and African Philosophy Appreciation |
title_sort | human–computer interaction-oriented african literature and african philosophy appreciation |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8776655/ https://www.ncbi.nlm.nih.gov/pubmed/35069396 http://dx.doi.org/10.3389/fpsyg.2021.808414 |
work_keys_str_mv | AT wenjianlan humancomputerinteractionorientedafricanliteratureandafricanphilosophyappreciation AT piaoyuming humancomputerinteractionorientedafricanliteratureandafricanphilosophyappreciation |