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

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

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.

Original language	American English
Title of host publication	Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728136462
DOIs	https://doi.org/10.1109/INTERCON.2019.8853628
State	Indexed - Aug 2019
Event	26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019 - Lima, Peru Duration: 12 Aug 2019 → 14 Aug 2019

Publication series

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

Conference

Conference	26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019
Country/Territory	Peru
City	Lima
Period	12/08/19 → 14/08/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Keywords

Artificial intelligence
Complex texts
Natural language processing
Semantic content
Social conflict

Access to Document

10.1109/INTERCON.2019.8853628

Cite this

Machicao, J. C., & Arosemena, G. M. (2019). Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. In Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019 Article 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).

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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",

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Machicao, JC & Arosemena, GM 2019, Peruvian Ombudsman monthly social conflict reports analysis using knowledge management and artificial intelligence tools. in 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, Peru, 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).

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

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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.

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KW - Complex texts

KW - Natural language processing

KW - Semantic content

KW - Social conflict

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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.

T2 - 26th IEEE International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019

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. In 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

Abstract

Publication series

Conference

Bibliographical note

Keywords

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