From perception to action : Integrating cognitive systems with deep AI models for enhanced human-like intelligence
G. K. Shwethagk.shwetha@gmail.comDepartment of Computer Science & EngineeringVidyavardhaka College of EngineeringMysuru, Karnataka, 570002, IndiaView full profile → , Maitri Patelmaitru1487288@gmail.comSchool of Computing and TechnologyInstitute of Advanced ResearchGandhinagar, Gujarat, 382426, IndiaView full profile → , *Monica BhutaniCorresponding authormonica.bhutani@bharatividyapeeth.eduDepartment of Computer Science and EngineeringBharati Vidyapeeth’s College of EngineeringPaschim Vihar, New Delhi, 110063, IndiaView full profile → , Nagamani Molakatalanagamanics@uohyd.ac.inSchool of Computer and Information SciencesGachibowliUniversity of HyderabadHyderabad, Telangana, 500046, IndiaView full profile → , H. S. Gururajagururajhs.ise@bmsce.ac.inDepartment of Computer Science and Business SystemsB.M.S. College of EngineeringBangalore, Karnataka, 560019, IndiaView full profile → , Rijuta Prashant Joshirijutajoshi@gmail.comDepartment of Computer Science and EngineeringSchool of ManagementRamdeobaba UniversityNagpur, Maharashtra, 440013, IndiaView full profile → , Shazia Shaikhshaziazshaikh20@gmail.comDepartment of Computer ScienceCollege of Computer ScienceKing Khalid UniversityAbha, Aseer, 62223, Saudi ArabiaView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 01 Apr 2025
- Published Online:
- 23 Apr 2026
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-2288
- Pages:
- 1965–1975
Abstract
Keywords
Subject Classifications
References
[1] G. Siemens, F. Marmolejo-Ramos, F. Gabriel, K. Medeiros, R. Marrone, S. Joksimovic, and M. de Laat, “Human and artificial cognition,” Computers and Education: Artificial Intelligence, vol. 3, p. 100107 (2022).
[2] M. Dubova, “Building human-like communicative intelligence: A grounded perspective,” Cognitive Systems Research, vol. 72, pp. 63–79 (2022).
[3] J. E. Korteling, G. C. van de Boer-Visschedijk, R. A. M. Blankendaal, R. C. Boonekamp, and A. R. Eikelboom, “Human-versus artificial intelligence,” Frontiers in Artificial Intelligence, vol. 4, p. 622364 (2021).
[4] P. Wang, C. Hahm, and P. Hammer, “A model of unified perception and cognition,” Frontiers in Artificial Intelligence, vol. 5, p. 806403 (2022).
[5] C. Gonzalez, “Building human-like artificial agents: A general cognitive algorithm for emulating human decision-making in dynamic environments,” Perspectives on Psychological Science, vol. 19, no. 5, pp. 860–873 (2024).
[6] S. H. Alsamhi, S. Kumar, A. Hawbani, A. V. Shvetsov, L. Zhao, and M. Guizani, “Synergy of human-centered AI and cyber-physical-social systems for enhanced cognitive situation awareness: applications, challenges and opportunities,” Cognitive Computation, vol. 16, no. 5, pp. 2735–2755 (2024).
[7] G. Sandini, A. Sciutti, and P. Morasso, “Artificial cognition vs. artificial intelligence for next-generation autonomous robotic agents,” Frontiers in Computational Neuroscience, vol. 18, p. 1349408 (2024).
[8] M. Ren, N. Chen, and H. Qiu, “Human-machine collaborative decision-making: An evolutionary roadmap based on cognitive intelligence,” International Journal of Social Robotics, vol. 15, no. 7, pp. 1101–1114 (2023).
[9] M. Le Guillou, L. Prévot, and B. Berberian, “Bringing together ergonomic concepts and cognitive mechanisms for human–AI agents cooperation,” International Journal of Human–Computer Interaction, vol. 39, no. 9, pp. 1827–1840 (2023).
[10] R. Maheshwari and V. Kapoor, “Estimating the opening stock price index for Indian market under the influence of varying crude oil and dollar values through statistical time series analysis,” J. Inf. Optim. Sci., vol. 45, no. 4, pp. 1073–1079 (2024).
[11] J. Suomala and J. Kauttonen, “Human’s intuitive mental models as a source of realistic artificial intelligence and engineering,” Frontiers in Psychology, vol. 13, p. 873289 (2022).
[12] I. Momennejad, “A rubric for human-like agents and NeuroAI,” Philosophical Transactions of the Royal Society B, vol. 378, no. 1869, p. 20210446 (2023).
[13] R. Maheshwari and V. Kapoor, “Estimating the volatility of stock price index for Indian market using GARCH model,” J. Stat. Manage. Syst., vol. 25, no. 7, pp. 1523–1530 (2022).
