TY - GEN
T1 - Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists
AU - Quisi-Peralta, Diego
AU - Robles-Bykbaev, Vladimir
AU - Galan-Mena, Jorge
AU - García-Vélez, Roberto
PY - 2021
Y1 - 2021
N2 - Currently, millions of articles are generated around the world on different topics or areas and published in different scientific databases. Generally, access to this repository uses search tools based on keywords that generate a list of results where sequential access is applied to generate an understanding that involves a great effort of search, classification, and selection of scientific articles within an area or specific topic. That is why, in this work, an intelligent computer system is presented that allows us to automatically obtain summaries of articles based on search keywords, which is ordered hierarchically according to the content belonging to the search keywords. Finally, this work is aimed at speech therapists and initial educators so they can have new information about tools, new trends, applications, methodologies, etc. and in turn be supportive or helpful in classrooms or speech therapies.
AB - Currently, millions of articles are generated around the world on different topics or areas and published in different scientific databases. Generally, access to this repository uses search tools based on keywords that generate a list of results where sequential access is applied to generate an understanding that involves a great effort of search, classification, and selection of scientific articles within an area or specific topic. That is why, in this work, an intelligent computer system is presented that allows us to automatically obtain summaries of articles based on search keywords, which is ordered hierarchically according to the content belonging to the search keywords. Finally, this work is aimed at speech therapists and initial educators so they can have new information about tools, new trends, applications, methodologies, etc. and in turn be supportive or helpful in classrooms or speech therapies.
KW - Abstracts
KW - Machine learning
KW - Natural language processing
KW - Ontology
KW - Speech therapists
UR - http://www.scopus.com/inward/record.url?scp=85088509054&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-51328-3_36
DO - 10.1007/978-3-030-51328-3_36
M3 - Conference contribution
AN - SCOPUS:85088509054
SN - 9783030513276
T3 - Advances in Intelligent Systems and Computing
SP - 258
EP - 263
BT - Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing
A2 - Ahram, Tareq
PB - Springer
Y2 - 16 July 2020 through 20 July 2020
ER -