Anais do IV Seminário MHTX (2021): Organização da Informação na Web: padrões, linguagens e modelos
Published December 16, 2025 | Version v1
Conference paper Open

Inteligência aumentada: um relato de pesquisa

Authors/Creators

  • 1. ROR icon Federal University of São João del-Rei

Contributors

  • 1. ROR icon Universidade Federal de Minas Gerais
  • 2. Faculdade Ciência Médicas de Minas Gerais (FCMMG/FELUMA)
  • 3. ROR icon Universidade de São Paulo

Description

Resumo: A Inteligência Aumentada resulta do uso da Inteligência Artificial para dar assistência à tomada de decisão humana. Essa colaboração aproveita a eficiência da máquina e a precisão humana na execução de tarefas complexas, como a Análise de Assunto. Isso é muito importante no contexto da Organização da Informação, uma vez que, para processar o volume de dados textuais disponível (Big Data), são necessárias ferramentas de alta performance. Assim, o objetivo deste projeto de pesquisa é desenvolver um modelo de Inteligência Aumentada para auxiliar a Análise de Assunto.

Abstract (English)

Abstract: Augmented Intelligence results from the use of Artificial Intelligence to assist human decision making. This collaboration leverages machine efficiency and human precision in performing complex tasks such as Topic Analysis. This is very important in the context of Information Organization, since, to process the volume of textual data available (Big Data), high-performance tools are needed. Thus, the objective of this research project is to develop an Augmented Intelligence model to assist with Topic Analysis.

 

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References

  • AKATA, Z. et al. A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence. Computer, [s. l.], v. 53, n. 8, p. 18-28, ago. 2020.
  • ASHBY, W. R. An introduction to cybernetics. 6. ed. London: Chapman & Hall, 1956.
  • BUSH, V. As We May Think. The Atlantic Monthly. [S. l.: s. n.], 1945.
  • CERF, V. G. Augmented Intelligence. IEEE Internet Computing, [s. l.], v. 17, n. 5, p. 96-96, set. 2013.
  • CHI-LUN, Ko; YEN, Ruoh-Fang; CHEN, Chung-Ming. Augmented intelligence to predict V/Q-matched defects based on dynamic lung perfusion scan. Journal of Nuclear Medicine, [Chicago], v. 61, Supl. 1, p. 1432-1432, 1 May 2020. ISBN 0161-55052159-662X.
  • ENGELBART, D. Augmenting Human Intellect: a Conceptual Framework. Augmenting Human Intellect: A Conceptual Framework, [s. l.], v. 1, n. 1, p. 1-144, 1962.
  • FONG, A. C. M.; HONG, G.; HONG, B. Augmented Intelligence with Ontology of semantic Objects. In: Proceedings of the Fourth International Conference on Contemporary Computing and Informatics. Singapore: [s. n.], 2019.
  • FROWNFELTER, J. et al. Impact of augmented intelligence (AI) on identification and management of depression in oncology. Journal of Clinical Oncology, [s. l.], v. 38, n. 15, p. e14059–e14059, 20 maio 2020.
  • GOLESTAN, S.; MAHMOUDI-NEJAD, A.; MORADI, H. A Framework for Easier Designs: Augmented Intelligence in Serious Games for Cognitive Development. IEEE Consumer Electronics Magazine, [s. l.], v. 8, n. 1, p. 19-24, jan. 2019.
  • GORDY, S. Augmented Intelligence Requires Human Direction: defense one. [S. l.: s. n.], 2017. In: GOVERNMENT Media Executive Group LLC. Disponível em: https://www.defenseone.com/sponsors/2017/01/augmented-intelligence-requires-human-direction/134433/. Acesso em: 29 jun. 2021.
  • GUIGNARD, J.-B.; PAZ, O.; SAVAROCHE, K. HAI. As Human Augmented Intelligence: from Cognitive Biases to the Nature of Cognitive Technology. In: AI as Augmented Intelligence. [S. l.: s. n.], 30 nov. 2020. Disponível em: https://hal.archives-ouvertes.fr/hal-02893517/file/hai_20200707.pdf. Acesso em: 16 maio 2021.
  • GRIFFEY, J. Artificial Intelligence and Machine Learning in Libraries. Chicago, Illinois: ALA TechSource, 2019. ISBN: 978-0-8389-1814-2. 29 p.
  • KENNEDY, S.; WHITE, C. The future of Augmented Intelligence. Bell Labs Technical Journal, [s. l.], v. 25, p. 1-18, 2020.
  • LIAO, J.; HANSEN, P.; CHAI, C. A framework of artificial intelligence augmented design support. Human–Computer Interaction, [s. l.], v. 35, n. 5-6, p. 511-544, 1 nov. 2020.
  • LIU, V. X. The future of AI in critical care is augmented, not artificial, intelligence. Critical Care, [s. l.], v. 24, n. 1, p. 673, dez. 2020.
  • PASQUINELLI, M. (ed.). Alleys of your mind: augmented intelligence and its traumas. Lüneburg: Meson Press; Hybrid Publishing Lab: Centre for Digital Cultures; Leuphana: Univeristy of Lüneburg, 2015.
  • RIVERA, M.; GLEESON, P. Augmented Intelligence Amplifies Performance in the Workplace. 1. ed. Thinaer: [s. n.], 2020. 14 p. Disponível em: https://internetofbusiness.com/wpcontent/uploads/2020/08/Thinaer-Human-and-Machine-Augmented-Intelligence-AmplifiesPerformance.pdf. Acesso em: 30 nov. 2020.
  • ROMERO-BRUFAU, S. et al. What's in a name? A comparison of attitudes towards artificial intelligence (AI) versus augmented human intelligence (AHI). BMC Medical Informatics and Decision Making, [s. l.], v. 20, n. 1, p. 167, dez. 2020.
  • TAN, S. C.; TEO, C. L. Supporting Knowledge Building with Analytics and Augmented Intelligence: building on the Emerging Works. [S. l.: s. n.], 2020.
  • THAMM, S. et al. Concept for an augmented intelligence-based quality assurance of assembly tasks in global value networks. Procedia CIRP, [s. l.], v. 97, p. 423-428, 2021.
  • ZHENG, N. et al. Hybrid-augmented intelligence: collaboration and cognition. Frontiers of Information Technology & Electronic Engineering, [s. l.], v. 18, n. 2, p. 153-179, fev. 2017.
  • XU, B.; SONG, X.; CAI, Z.; CHONG, A.; LIM, E.; TAN, C.; YU, J. Artificial Intelligence or Augmented Intelligence: a case study of Human-AI collaboration in Operational Decision Making. In: Pacific Asia Conference on Information Systems (PACIS). 23., 2020, Dubai. Anais [...]. Dubai: UAE, 2020. 14 p. Disponível em: https://aisel.aisnet.org/pacis2020/147. Acesso em: 21 jul. 2025.