TY - GEN
T1 - Identifying Subject-Position and Power Relation Using Natural Language Processing with Fairclough Critical Discourse Analysis
AU - Tello, Alcides Bernardo
AU - Tarazona, Cayto Didi Miraval
AU - Bernardo, Anderson Torres
AU - Ríos, Guillermo Arévalo
AU - Jie, Shi
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - Research in fields of social science and education is ready for the text exploration revolution with Artificial Intelligence educational solutions. This article uses the three-dimensional Fairclough’s critical discourse analysis to explore essay number five, “The Religious Factor”, by José Carlos Mariátegui in his work Seven Interpretative Essays on Peruvian Reality in relation with the current Peruvian education system. Once we gathered and filtered the essay, we applied Natural Language Processing on its complete text. We wielded the theoretical framework of critical discourse analysis to analyse the text that expounds the culturally constructed representation of reality, the power circulation in the population and the reproduction of power via education. The results of the analysis displayed a subject position related to the Peruvian government allying with the Catholic Church to enjoy power relationship. Further research might reveal what level of alliance persists at present.
AB - Research in fields of social science and education is ready for the text exploration revolution with Artificial Intelligence educational solutions. This article uses the three-dimensional Fairclough’s critical discourse analysis to explore essay number five, “The Religious Factor”, by José Carlos Mariátegui in his work Seven Interpretative Essays on Peruvian Reality in relation with the current Peruvian education system. Once we gathered and filtered the essay, we applied Natural Language Processing on its complete text. We wielded the theoretical framework of critical discourse analysis to analyse the text that expounds the culturally constructed representation of reality, the power circulation in the population and the reproduction of power via education. The results of the analysis displayed a subject position related to the Peruvian government allying with the Catholic Church to enjoy power relationship. Further research might reveal what level of alliance persists at present.
KW - Church
KW - Critical discourse analysis
KW - Natural Language Processing
KW - Religion
KW - State
UR - http://www.scopus.com/inward/record.url?scp=85105934907&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-73100-7_70
DO - 10.1007/978-3-030-73100-7_70
M3 - Conference contribution
AN - SCOPUS:85105934907
SN - 9783030730994
T3 - Advances in Intelligent Systems and Computing
SP - 1027
EP - 1035
BT - Advances in Information and Communication - Proceedings of the 2021 Future of Information and Communication Conference, FICC
A2 - Arai, Kohei
PB - Springer Science and Business Media Deutschland GmbH
T2 - Future of Information and Communication Conference, FICC 2021
Y2 - 29 April 2021 through 30 April 2021
ER -