A review of modern scientific research on smart environment infrastructure and decision support models
Main Article Content
Abstract
This article analyzes modern scientific research conducted in the field of Smart Environment infrastructure and examines existing approaches to the development of decision support models. In recent years, due to the rapid advancement of the Internet of Things (IoT), artificial intelligence, sensor networks, cloud and edge computing technologies, the concept of Smart Environment has been widely applied across various domains. Smart Environment infrastructure is a complex and multi-component system in which automated control and decision-making processes are carried out based on the collection, processing, and analysis of large volumes of data. The research results indicate that most existing approaches do not sufficiently address the dynamic characteristics of Smart Environment infrastructure, flexible management of network resources, and efficient real-time decision-making.
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Weiser, M. (1991). The computer for the 21st century. Scientific American, 265(3), 94–104.
Cook, D. J., & Das, S. K. (2005). Smart environments: Technology, protocols and applications. Wiley (pp. 153–174).
Droege, P. (1997). Intelligent environments. Elsevier.
Poslad, S. (2009). Ubiquitous computing: Smart devices, environments and interactions. Wiley.
Nakashima, H., Aghajan, H., & Augusto, J. C. (Eds.). (2010). Handbook of ambient intelligence and smart environments. Springer.
Cook, D. J., & Das, S. K. (2004). How smart are our environments? An updated look at the state of the art.
Wolter, D., & Kirsch, A. (2017). Smart environments: What is it and why should we care? KI - Künstliche Intelligenz, 31(3), 231–237. https://doi.org/10.1007/s13218-017-0498-4
Singaraju, S., Sree, R., Dasika, M., Kakulapati, V., & Saligrama, S. (2024). Smart environment.
Das, S., & Cook, D.J. (2005). Smart home environments: A paradigm based on learning and prediction. In Lecture Notes in Computer Science.
Augusto, J.C., Nakashima, H., & Aghajan, H. (2010). Ambient intelligence and smart environments: A state of the art.
Russis, L. (2015). Interacting with smart environments: Users, interfaces, and devices. Journal of Ambient Intelligence and Smart Environments, 7, 115–116. https://doi.org/10.3233/AIS-140294
Roziqin, A., Nugroho, R. A., Prabawati, L. P., & Purnaweni, H. (2021). The development of smart environment study for the last five years: A bibliometric analysis.
Dey, A.K., Abowd, G. D., & Salber, D. (2001). A context-based infrastructure for smart environments.
Zaharia, M.H. (2017). A smart environment infrastructure.
Dik, G., Bogdanov, A., Shchegoleva, N., Dik, A., & Kiyamov, J. (2022). A new approach to managing smart environment infrastructure settings.
Pinnaka, V.D., King, S.A., & Katangur, A.K. (2019). SLIP: A cost-effective infrastructure for a smart environment.
Gheisari, M., Tahaei, H., Fernandez-Campusano, C., Malik, M., Mnkandla, E., Wang, Z., & Sibiya, M. (2024). A flexible SDN-based privacy-preserving method for IoT-based smart city environment.
Dik, G., Bogdanov, A., Shchegoleva, N., Dik, A., & Degtyarev, A. (2020). On the issue of ensuring the safety of objects with smart habitat.
Behlilovic, N. (2022). One approach to improving smart environment communication via the security parameter.
Ullo, S.L., & Sinha, G.R. (2020). Advances in smart environment monitoring systems using IoT and sensors.
Mori, H., Kundaliya, J., Naik, K., & Shah, M. (2021). IoT technologies in smart environment: Security issues and future enhancements.
Ishibashi, K., Manyvone, D., Itoh, M., Dao, V.-L., & Hoang, V.-P. (2019). Beat sensors for smart environment monitoring systems.
Kim, H.-J. (2019). Rapid smart environment prototyping for early conceptual design.
Ahmed, E., Yaqoob, I., Gani, A., Imran, M., & Guizani, M. (2016). Internet of things based smart environments: State-of-the-art, taxonomy, and open research challenges. IEEE Wireless Communications, 23.
Ruggeri, G., Loscri, V., Amadeo, M., & Calafate, C. (2020). The Internet of Things for smart environments. Future Internet, 12(3), 51.
Ikrissi, G., & Mazri, T. (2021). IoT-based smart environments: State of the art, security threats and solutions.
Gitakarma, M., Priyambodo, T., Suyanto, Y., & Sumiharto, R. (2021). Architectures, frameworks, and applications in IoT-based smart environment: A review.
Batwara, A., Kayande, R. A., & Kediya, S. (2023). Critical drivers of AI integration in industrial processes for enhancing smart sustainable manufacturing.
Pandey, K., Basu, B., & Karmakar, S. (2021). An efficient decision-making approach for indoor temperature forecasting in smart environment.
Tavares, J.F., Borge, M.R.S., & Vivacqua, A.S. (2022). Preparing a smart environment to decision-making in emergency traffic control management.
Elias, C., Southern, I., & Issa, R.R.A. (2023). Digital twins for smart decision making in facilities and asset management.
Coetzer, J., Kuriakose, R. B., Vermaak, H. J., & Nel, G. (2022). The impact of collaborative decision-making in a smart manufacturing environment.
Parhi, S., Joshi, K., & Akarte, M. (2022). Decision-making in smart manufacturing: A framework for performance measurement.
Munteanu, S., Sudacevschi, V., Ababii, V., Carbune, V., Borozan, O., & Alexei, V. (2023). Self-organizing multi-agent collaborative decision-making system.
Gholami, H., & Chang, C.K. (2018). Situation-aware data-driven decision making in smart environments using MapReduce.
Gholami, H., Chang, C. K., Aduri, P., Ma, A., & Rekabdar, B. (2019). A data-driven situation-aware framework for predictive analysis in smart environments.
Lakehal, A., Annane, B., Alti, A., Roose, P., & Aljarboa, S. (2024). Adaptive and sustainable smart environments using reinforcement learning.
Hammer, S., Wissner, M., & Andre, E. (2015). Trust-based decision-making for smart and adaptive environments.
Hoang, G., Dupont, L., & Camargo, M. (2019). Application of decision-making methods in smart city projects.
Ma, M., Preum, S., Ahmed, M., Tärneberg, W., Hendawi, A., & Stankovic, J. (2019). Data sets, modeling, and decision making in smart cities.