Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools

Jose C. Machicao; Guillermo Miranda Arosemena

doi:10.1109/INTERCON.2019.8853628

Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools

Jose C. Machicao, Guillermo Miranda Arosemena

Producción científica: Libro o Capítulo del libro › Contribución a la conferencia › revisión exhaustiva

Resumen

Social conflict is a sensible issue in Peru, because its links to unsolved problems demanding public monitoring in order ensure the country's stable performance. The effort of the Ombudsman's Office in Peru collects mainly qualitative analysis, publishing information about social conflicts. Due to the complexity of this information, this study identifies a huge opportunity to use AI algorithms to perform natural language processing (NLP) and natural language understanding (NLU) on available data contributing with real applications to build a path for a more accurate and faster social conflict analysis in Peru, highlighting technological paths to develop a deeper AI NLP analysis.

Idioma original	Inglés estadounidense
Título de la publicación alojada	Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728136462
DOI	https://doi.org/10.1109/INTERCON.2019.8853628
Estado	Indizado - ago. 2019
Evento	26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019 - Lima, Perú Duración: 12 ago. 2019 → 14 ago. 2019

Serie de la publicación

Nombre	Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019

Conferencia

Conferencia	26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019
País/Territorio	Perú
Ciudad	Lima
Período	12/08/19 → 14/08/19

Nota bibliográfica

Publisher Copyright:
© 2019 IEEE.

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10.1109/INTERCON.2019.8853628

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Machicao, J. C., & Arosemena, G. M. (2019). Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. En Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019 Artículo 8853628 (Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INTERCON.2019.8853628

Machicao, Jose C. ; Arosemena, Guillermo Miranda. / Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019).

@inproceedings{74d7995e658e477e87d5ded7079a1ea8,

title = "Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools",

abstract = "Social conflict is a sensible issue in Peru, because its links to unsolved problems demanding public monitoring in order ensure the country's stable performance. The effort of the Ombudsman's Office in Peru collects mainly qualitative analysis, publishing information about social conflicts. Due to the complexity of this information, this study identifies a huge opportunity to use AI algorithms to perform natural language processing (NLP) and natural language understanding (NLU) on available data contributing with real applications to build a path for a more accurate and faster social conflict analysis in Peru, highlighting technological paths to develop a deeper AI NLP analysis.",

keywords = "Artificial intelligence, Complex texts, Natural language processing, Semantic content, Social conflict",

author = "Machicao, \{Jose C.\} and Arosemena, \{Guillermo Miranda\}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019 ; Conference date: 12-08-2019 Through 14-08-2019",

year = "2019",

month = aug,

doi = "10.1109/INTERCON.2019.8853628",

language = "American English",

series = "Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019",

address = "United States",

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Machicao, JC & Arosemena, GM 2019, Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. En Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019., 8853628, Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019, Institute of Electrical and Electronics Engineers Inc., 26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019, Lima, Perú, 12/08/19. https://doi.org/10.1109/INTERCON.2019.8853628

Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. / Machicao, Jose C.; Arosemena, Guillermo Miranda.
Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8853628 (Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019).

Producción científica: Libro o Capítulo del libro › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools

AU - Machicao, Jose C.

AU - Arosemena, Guillermo Miranda

PY - 2019/8

Y1 - 2019/8

N2 - Social conflict is a sensible issue in Peru, because its links to unsolved problems demanding public monitoring in order ensure the country's stable performance. The effort of the Ombudsman's Office in Peru collects mainly qualitative analysis, publishing information about social conflicts. Due to the complexity of this information, this study identifies a huge opportunity to use AI algorithms to perform natural language processing (NLP) and natural language understanding (NLU) on available data contributing with real applications to build a path for a more accurate and faster social conflict analysis in Peru, highlighting technological paths to develop a deeper AI NLP analysis.

AB - Social conflict is a sensible issue in Peru, because its links to unsolved problems demanding public monitoring in order ensure the country's stable performance. The effort of the Ombudsman's Office in Peru collects mainly qualitative analysis, publishing information about social conflicts. Due to the complexity of this information, this study identifies a huge opportunity to use AI algorithms to perform natural language processing (NLP) and natural language understanding (NLU) on available data contributing with real applications to build a path for a more accurate and faster social conflict analysis in Peru, highlighting technological paths to develop a deeper AI NLP analysis.

KW - Artificial intelligence

KW - Complex texts

KW - Natural language processing

KW - Semantic content

KW - Social conflict

UR - https://www.scopus.com/pages/publications/85073515660

U2 - 10.1109/INTERCON.2019.8853628

DO - 10.1109/INTERCON.2019.8853628

M3 - Conference contribution

AN - SCOPUS:85073515660

T3 - Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019

BT - Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 12 August 2019 through 14 August 2019

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Machicao JC, Arosemena GM. Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. En Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8853628. (Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019). doi: 10.1109/INTERCON.2019.8853628

Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools

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