Knowledge Transfer in Agent Organizations: A Systematic Review
Resumo
Este artigo apresenta uma revisão sistemática da literatura que tem como objetivo analisar a transferência de conhecimento em sistemas multiagente, com foco particular no nível organizacional. Seguindo o protocolo PRISMA, a revisão examinou publicações de 2019 a 2025 em quatro bases de dados principais: IEEE Xplore, Scopus, Web of Science e ACM Digital Library. Por meio de um processo de seleção estruturado, foram identificados três estudos relevantes, cada um abordando diferentes modelos organizacionais, tipos de conhecimento e estratégias. Os resultados revelam que a literatura científica sobre esse tema ainda é limitada, com a maioria das contribuições centradas em estruturas teóricas e simulações. Foi identificada uma lacuna significativa na forma de ausência de validação empírica. A análise destaca a necessidade de pesquisas futuras que não apenas ampliem o panorama teórico, mas também integrem dimensões sociais, tecnológicas e organizacionais, a fim de promover o desenvolvimento de sistemas multiagente mais eficientes e colaborativos.Referências
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Dolmark, T., Sohaib, O., Beydoun, G., and Taghikhah, F. (2024). Agent-based modelling of individual absorptive capacity for effective knowledge transfer. Journal of Ambient Intelligence and Humanized Computing, 15(9):3479–3492.
Farias, G., Rodrigues, P., Adamatti, D., and Gonçalves, E. (2024). Model for knowledge transfer in agent organizations: a case study on moise+. In The International FLAIRS Conference Proceedings, volume 37.
Hubner, J. F., Sichman, J. S., and Boissier, O. (2007). Developing organised multiagent systems using the Moise+ model: programming issues at the system and agent levels. International Journal of Agent-Oriented Software Engineering, 1(3-4):370–395.
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Weiwei, W., Qian, M., Yexin, L., and Yongjun, K. (2020). A model for knowledge transfer in a multi-agent organization based on lattice kinetic model. Journal of Systems Engineering and Electronics, 31(1):156–167.
Wooldridge, M. (2009). An introduction to multiagent systems. John wiley & sons.
Zahra, S. A. and George, G. (2002). Absorptive capacity: A review, reconceptualization, and extension. Academy of management review, 27(2):185–203.
Dalpiaz, F., Chopra, A. K., Giorgini, P., and Mylopoulos, J. (2010). Adaptation in open systems: Giving interaction its rightful place. In Parsons, J., Saeki, M., Shoval, P., Woo, C. C., and Wand, Y., editors, Conceptual Modeling - ER 2010, 29th International Conference on Conceptual Modeling, Vancouver, BC, Canada, November 1-4, 2010. Proceedings, volume 6412 of Lecture Notes in Computer Science, pages 31–45. Springer.
Dolmark, T., Sohaib, O., Beydoun, G., and Taghikhah, F. (2024). Agent-based modelling of individual absorptive capacity for effective knowledge transfer. Journal of Ambient Intelligence and Humanized Computing, 15(9):3479–3492.
Farias, G., Rodrigues, P., Adamatti, D., and Gonçalves, E. (2024). Model for knowledge transfer in agent organizations: a case study on moise+. In The International FLAIRS Conference Proceedings, volume 37.
Hubner, J. F., Sichman, J. S., and Boissier, O. (2007). Developing organised multiagent systems using the Moise+ model: programming issues at the system and agent levels. International Journal of Agent-Oriented Software Engineering, 1(3-4):370–395.
Kitchenham, B., Charters, S., et al. (2007). Guidelines for performing systematic literature reviews in software engineering.
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021). The prisma 2020 statement: an updated guideline for reporting systematic reviews. bmj, 372.
Weiwei, W., Qian, M., Yexin, L., and Yongjun, K. (2020). A model for knowledge transfer in a multi-agent organization based on lattice kinetic model. Journal of Systems Engineering and Electronics, 31(1):156–167.
Wooldridge, M. (2009). An introduction to multiagent systems. John wiley & sons.
Zahra, S. A. and George, G. (2002). Absorptive capacity: A review, reconceptualization, and extension. Academy of management review, 27(2):185–203.
Publicado
29/09/2025
Como Citar
MARQUES, Marcone de Freitas; FARIAS, Giovani Parente; GONÇALVES, Eder Mateus Nunes; ADAMATTI, Diana Francisca.
Knowledge Transfer in Agent Organizations: A Systematic Review. In: ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL (ENIAC), 22. , 2025, Fortaleza/CE.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2025
.
p. 1150-1160.
ISSN 2763-9061.
DOI: https://doi.org/10.5753/eniac.2025.14399.
