journal article May 01, 2026

IoT-enabled human-cyber-physical interaction and decision system for dynamic social network intervention: an application to drug transmission

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References
40
[1]
Internet of Things (IoT): A vision, architectural elements, and future directions

Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic et al.

Future Generation Computer Systems 2013 10.1016/j.future.2013.01.010
[2]
Zhang "Health‑CPS: healthcare cyber‑physical system assisted by cloud and big data" IEEE Syst. J. (2016)
[4]
Tsouplaki "Enhancing IoT privacy with artificial intelligence: recent advances and future directions" Internet Things (2025) 10.1016/j.iot.2025.101752
[5]
"World drug report 2024" United Nations Publ. (2024)
[6]
Magliocca "Coupling agent-based simulation and spatial optimization models to understand spatially complex and co-evolutionary behavior of cocaine trafficking networks and counterdrug interdiction" IISE Trans. (2022) 10.1080/24725854.2022.2123998
[7]
Price "A family of models in support of realistic drug interdiction location decision making" Trans. GIS (2022) 10.1111/tgis.12921
[8]
Abidemi "Dynamics of illicit drug use and banditry population with optimal control strategies and cost-effectiveness analysis" Comput. Appl. Math. (2022) 10.1007/s40314-022-01760-2
[9]
Allhoff "The Internet of Things: foundational ethical issues" Internet Things (2018)
[10]
Wakili "Internet of Things in healthcare: an adaptive ethical framework for IoT in digital health" Clin. eHealth (2024) 10.1016/j.ceh.2024.07.001
[11]
Gómez‑Carmona "Human‑in‑the‑loop machine learning: reconceptualizing the role of the user in interactive approaches" Internet Things (2024) 10.1016/j.iot.2023.101048
[12]
He "The challenges of IoT‑based applications in high‑risk environments, health and safety industries in the Industry 4.0 era using decision‑making approach" J. Innov. Knowl. (2023) 10.1016/j.jik.2023.100347
[13]
Malik "Blockchain and Internet of Things in smart cities and drug supply management: open issues, opportunities, and future directions" Internet Things (2023) 10.1016/j.iot.2023.100860
[14]
Deniz "Deep multimodal habit tracking system: a user‑adaptive approach for low‑power embedded systems" J. Signal Process. Syst. (2023) 10.1007/s11265-023-01840-4
[15]
Ozella "Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi" EPJ Data Sci. (2021) 10.1140/epjds/s13688-021-00302-w
[16]
Ntafloukas "A cyber‑physical risk assessment approach for Internet of Things enabled transportation infrastructure" Appl. Sci. (2022) 10.3390/app12189241
[17]
Zhai "Scale attentive aggregation network for crowd counting and localization in smart city" ACM Trans. Sens. Netw. (2024) 10.1145/3653454
[18]
Yu "Frequency feature pyramid network with global-local consistency loss for crowd-and-vehicle counting in congested scenes" IEEE Trans. Intell. Transp. Syst. (2022) 10.1109/tits.2022.3178848
[19]
Alfonso "Self‑adaptive architectures in IoT systems: a systematic literature review" J. Internet Serv. Appl. (2021) 10.1186/s13174-021-00145-8
[20]
Kahveci "An end‑to‑end big data analytics platform for IoT‑enabled smart factories: a case study of battery module assembly system for electric vehicles" J. Manuf. Syst. (2022) 10.1016/j.jmsy.2022.03.010
[21]
Ethical Dilemmas and Privacy Issues in Emerging Technologies: A Review

Lubna Luxmi Dhirani, Noorain Mukhtiar, Bhawani Shankar Chowdhry et al.

Sensors 2023 10.3390/s23031151
[22]
Clemmensen "Cyber-physical systems with Human-in-the-loop: a systematic review of socio-technical perspectives" J. Syst. Softw. (2025)
[23]
Barricelli "Digital twins in human-computer interaction: a systematic review" Int. J. Hum. Comput. Inter. (2024) 10.1080/10447318.2022.2118189
[24]
Yin "Information-epidemic co-evolution propagation under policy intervention in multiplex networks" Nonlin. Dyn. (2023) 10.1007/s11071-023-08581-w
[25]
Burgess "Healthcare AI treatment decision support: design principles to enhance clinician adoption and trust" (2023)
[26]
Mustafa "Augmenting decision-making of Human-in-the-loop operators for resilient Cyber-power systems" IEEE Trans. Ind. Cyber-Phys. Syst. (2025) 10.1109/ticps.2025.3597906
[27]
Herse "Using agent features to influence user trust, decision making and task outcome during human-agent collaboration" Int. J. Hum. Comput. Interact. (2023) 10.1080/10447318.2022.2150691
[28]
Chen "Critical nodes identification in complex networks: a survey" Complex Eng. Syst. (2025)
[29]
Cohen "Human–AI enhancement of cyber threat intelligence" Int. J. Inform. Secur. (2025) 10.1007/s10207-025-01004-4
[30]
Zhai "Region-aware quantum network for crowd counting" IEEE Trans. Consum. Electron. (2024) 10.1109/tce.2024.3378166
[31]
Zhai "Multi-view gait recognition with joint local multi-scale and global contextual spatio-temporal features" IEEE Trans. Circuits Syst. Video Technol. (2024) 10.1109/tcsvt.2024.3476384
[32]
Chen "Human-in-the-loop robot learning for smart manufacturing: a human-centric perspective" IEEE Trans. Autom. Sci. Eng. (2025)
[33]
Gresnigt "Predicting violent crime among drug-using inmates: the Addiction Severity Index as a prediction instrument" Legal Criminol. Psychol. (2000) 10.1348/135532500167994
[34]
van Ruitenburg "The adoption of a crime harm index: a scoping literature review" Police Pract. Res. (2022) 10.1080/15614263.2022.2125873
[35]
Kamal "Optimal control strategies for mitigating drug addiction: a mathematical modeling approach" Results Control Optim. (2025) 10.1016/j.rico.2025.100580
[36]
Zhai "Zero-shot object counting with vision-language prior guidance network" IEEE Trans. Circuits Syst. Video Technol. (2024) 10.1109/tcsvt.2024.3488721
[37]
Zhai "Towards generalizable object counting via dual-prompted cross-modality fusion network" Inform. Fusion (2025)
[38]
He "Multi‑tier fog computing with large‑scale IoT data analytics for smart cities" IEEE Internet Things J. (2018) 10.1109/jiot.2017.2724845
[39]
Zhai "Privacy-preserving object counting in lightweight intelligent transportation system" IEEE Trans. Intell. Transp. Syst. (2025) 10.1109/tits.2025.3606994
[40]
Cui "Joint optimization of support center location and USV-UAV collaborative routing for maritime network under uncertainty: a bilevel programming model" Comput. Ind. Eng. (2026) 10.1016/j.cie.2026.111845
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Published
May 01, 2026
Vol/Issue
37
Pages
101941
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Funding
National Natural Science Foundation of China Award: 72471016
Joint Fund of Civil Aviation Research Award: U2233214
Cite This Article
Chenxin Zhang, Zheyuan Zhang, Bo Li, et al. (2026). IoT-enabled human-cyber-physical interaction and decision system for dynamic social network intervention: an application to drug transmission. Internet of Things, 37, 101941. https://doi.org/10.1016/j.iot.2026.101941
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