Knowledge Transfer in Agent Organizations: A Systematic Review
Abstract
This paper presents a systematic literature review that aims to analyze knowledge transfer in multi-agent systems, with a particular focus on the organizational level. Following the PRISMA protocol, the review examined publications from 2019 to 2025 across four major databases: IEEE Xplore, Scopus, Web of Science, and the ACM Digital Library. Through a structured selection process, three relevant studies were identified, each addressing different organizational models, knowledge, and strategies. The findings reveal that the scientific literature on this topic remains limited, with most contributions centered on theoretical frameworks and simulations. A significant gap was noted in the form of a lack of empirical validation. The analysis underscores the need for further research that not only expands the theoretical landscape but also bridges social, technological, and organizational dimensions to foster the development of more efficient and collaborative multi-agent systems.References
Da Silva, F. L. and Costa, A. H. R. (2019). A survey on transfer learning for multiagent reinforcement learning systems. J. Artif. Int. Res., 64(1):645–703.
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.
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.
Published
2025-09-29
How to Cite
MARQUES, Marcone de Freitas; FARIAS, Giovani Parente; GONÇALVES, Eder Mateus Nunes; ADAMATTI, Diana Francisca.
Knowledge Transfer in Agent Organizations: A Systematic Review. In: NATIONAL MEETING ON ARTIFICIAL AND COMPUTATIONAL INTELLIGENCE (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.
