Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists

Diego Quisi-Peralta; Vladimir Robles-Bykbaev; Jorge Galan-Mena; Roberto García-Vélez

doi:10.1007/978-3-030-51328-3_36

Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists

Diego Quisi-Peralta, Vladimir Robles-Bykbaev, Jorge Galan-Mena, Roberto García-Vélez

Artificial Intelligence and Assistive Technologies Research Group (GI-IATa)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

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.

Original language	English
Title of host publication	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
Editors	Tareq Ahram
Publisher	Springer
Pages	258-263
Number of pages	6
ISBN (Print)	9783030513276
DOIs	https://doi.org/10.1007/978-3-030-51328-3_36
State	Published - 2021
Event	AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020 - San Diego, United States Duration: 16 Jul 2020 → 20 Jul 2020

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1213 AISC
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020
Country/Territory	United States
City	San Diego
Period	16/07/20 → 20/07/20

Bibliographical note

Publisher Copyright:
© 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

Abstracts
Machine learning
Natural language processing
Ontology
Speech therapists

Access to Document

10.1007/978-3-030-51328-3_36

Cite this

Quisi-Peralta, D., Robles-Bykbaev, V., Galan-Mena, J., & García-Vélez, R. (2021). Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists. In T. Ahram (Ed.), 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 (pp. 258-263). (Advances in Intelligent Systems and Computing; Vol. 1213 AISC). Springer. https://doi.org/10.1007/978-3-030-51328-3_36

Quisi-Peralta, Diego ; Robles-Bykbaev, Vladimir ; Galan-Mena, Jorge et al. / Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists. 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. editor / Tareq Ahram. Springer, 2021. pp. 258-263 (Advances in Intelligent Systems and Computing).

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title = "Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists",

abstract = "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.",

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author = "Diego Quisi-Peralta and Vladimir Robles-Bykbaev and Jorge Galan-Mena and Roberto Garc{\'i}a-V{\'e}lez",

note = "Publisher Copyright: {\textcopyright} 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.; AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020 ; Conference date: 16-07-2020 Through 20-07-2020",

year = "2021",

doi = "10.1007/978-3-030-51328-3_36",

language = "English",

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series = "Advances in Intelligent Systems and Computing",

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Quisi-Peralta, D, Robles-Bykbaev, V, Galan-Mena, J & García-Vélez, R 2021, Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists. in T Ahram (ed.), 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. Advances in Intelligent Systems and Computing, vol. 1213 AISC, Springer, pp. 258-263, AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020, San Diego, United States, 16/07/20. https://doi.org/10.1007/978-3-030-51328-3_36

Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists. / Quisi-Peralta, Diego; Robles-Bykbaev, Vladimir; Galan-Mena, Jorge et al.
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. ed. / Tareq Ahram. Springer, 2021. p. 258-263 (Advances in Intelligent Systems and Computing; Vol. 1213 AISC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

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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

T2 - AHFE Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, 2020

Y2 - 16 July 2020 through 20 July 2020

ER -

Quisi-Peralta D, Robles-Bykbaev V, Galan-Mena J, García-Vélez R. Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists. In Ahram T, editor, 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. Springer. 2021. p. 258-263. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-030-51328-3_36

Automatic Generation of Abstracts in Scientific Articles Based on Natural Language Processing for Early Education Professionals and Speech Therapists

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

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