TY - GEN
T1 - Thesis Review and Analysis Automated System
AU - Lostaunau, Jean Patrick
AU - Soto, Armando
AU - Barrientos, Alfredo
N1 - Publisher Copyright:
© 2022 FRUCT Oy.
PY - 2022
Y1 - 2022
N2 - In this article, we propose the design, construction, and validation of a technological solution with the ability to automate the process of reviewing and analyzing thesis paper by using natural language processing and a deep learning training algorithm. This project seeks to be a proof of concept because current solutions in the academic field focus on abstracting and analyzing scientific articles but not in theses. Another point to consider is that these solutions are in English language. The resulting language model was compared with other language models based on the Transformers architecture. The result of this comparison gives us an objective for future research on the A.S.T.R.A. project.
AB - In this article, we propose the design, construction, and validation of a technological solution with the ability to automate the process of reviewing and analyzing thesis paper by using natural language processing and a deep learning training algorithm. This project seeks to be a proof of concept because current solutions in the academic field focus on abstracting and analyzing scientific articles but not in theses. Another point to consider is that these solutions are in English language. The resulting language model was compared with other language models based on the Transformers architecture. The result of this comparison gives us an objective for future research on the A.S.T.R.A. project.
UR - https://www.scopus.com/pages/publications/85143899581
U2 - 10.23919/FRUCT56874.2022.9953855
DO - 10.23919/FRUCT56874.2022.9953855
M3 - Contribución a la conferencia
AN - SCOPUS:85143899581
T3 - Conference of Open Innovation Association, FRUCT
SP - 143
EP - 151
BT - Proceedings of the 32nd Conference of Open Innovations Association FRUCT, FRUCT 2022
PB - IEEE Computer Society
T2 - 32nd Conference of Open Innovations Association FRUCT, FRUCT 2022
Y2 - 9 November 2022 through 11 November 2022
ER -