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2024 | OriginalPaper | Buchkapitel

Cognitive Computing for the Internet of Medical Things

verfasst von : Latha Parthiban, T. P. Latchoumi, K. Balamurugan, K. Raja, R. Parthiban

Erschienen in: Integrating Blockchain and Artificial Intelligence for Industry 4.0 Innovations

Verlag: Springer International Publishing

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Abstract

The fourth industrial revolution was led by Industry 4.0, which turned traditional into smart factories controlled by the Internet of Things (IoT). Because of the high incidence of work-related accidents and losses, the building industry faces a range of problems and is regarded as a high-risk industry. These difficulties often lead to higher-level problems such as overruns of cost, schedule expansion, and failure of the project. As a result, construction research has decided to identify best practices for enhancing safety, performance, and efficiency. The characteristics of portable devices, as well as safety criteria that can be used to forecast safety, efficiency, and organization practices are recognized and analysed. Adoption of recommender systems will result in significant improvements in terms of protection, reliability, and productivity, as well as a reduction in the risk of falling. Individual portable sensors or devices combined for multiparameter safety output monitoring based on their characteristics can be used effectively.

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Literatur
1.
Zurück zum Zitat Demirkesen, S., & Arditi, D. (2015). Construction safety personnel’s perceptions of safety training practices. International Journal of Project Management, 33(5), 1160–1169.CrossRef Demirkesen, S., & Arditi, D. (2015). Construction safety personnel’s perceptions of safety training practices. International Journal of Project Management, 33(5), 1160–1169.CrossRef
2.
Zurück zum Zitat Hallowell, M. R. (2012). Safety-knowledge management in American construction organizations. Journal of Management in Engineering, 28(2), 203–211.CrossRef Hallowell, M. R. (2012). Safety-knowledge management in American construction organizations. Journal of Management in Engineering, 28(2), 203–211.CrossRef
3.
Zurück zum Zitat Cheng, T., Migliaccio, G. C., Teizer, J., & Gatti, U. C. (2013). Data fusion of real-time location sensing and physiological status monitoring for ergonomics analysis of construction workers. Journal of Computing in Civil Engineering, 27(3), 320–335.CrossRef Cheng, T., Migliaccio, G. C., Teizer, J., & Gatti, U. C. (2013). Data fusion of real-time location sensing and physiological status monitoring for ergonomics analysis of construction workers. Journal of Computing in Civil Engineering, 27(3), 320–335.CrossRef
4.
Zurück zum Zitat Liu, D., Jin, Z., & Gambatese, J. (2020). Scenarios for integrating IPS–IMU system with BIM Technology in construction safety control. Practice Periodical on Structural Design and Construction, 25(1), 05019007.CrossRef Liu, D., Jin, Z., & Gambatese, J. (2020). Scenarios for integrating IPS–IMU system with BIM Technology in construction safety control. Practice Periodical on Structural Design and Construction, 25(1), 05019007.CrossRef
5.
Zurück zum Zitat Li, Q., Brannen, L., Rasoulkhani, K., Mostafavi, A., Stoa, R., Chowdhury, S., et al. (2020). Regulatory adaptation in the construction industry: Case study of the OSHA update to the respirable crystalline silica standard. Journal of Legal Affairs and Dispute Resolution in Engineering and Construction, 12(4), 06520003.CrossRef Li, Q., Brannen, L., Rasoulkhani, K., Mostafavi, A., Stoa, R., Chowdhury, S., et al. (2020). Regulatory adaptation in the construction industry: Case study of the OSHA update to the respirable crystalline silica standard. Journal of Legal Affairs and Dispute Resolution in Engineering and Construction, 12(4), 06520003.CrossRef
6.
Zurück zum Zitat Dai, J., Goodrum, P. M., & Maloney, W. F. (2009). Construction craft workers’ perceptions of the factors affecting their productivity. Journal of Construction Engineering and Management, 135(3), 217–226.CrossRef Dai, J., Goodrum, P. M., & Maloney, W. F. (2009). Construction craft workers’ perceptions of the factors affecting their productivity. Journal of Construction Engineering and Management, 135(3), 217–226.CrossRef
7.
Zurück zum Zitat Mohammadi, A., Tavakolan, M., & Khosravi, Y. (2018). Factors influencing safety performance on construction projects: A review. Safety Science, 109, 382–397.CrossRef Mohammadi, A., Tavakolan, M., & Khosravi, Y. (2018). Factors influencing safety performance on construction projects: A review. Safety Science, 109, 382–397.CrossRef
8.
Zurück zum Zitat Mitropoulos, P., Abdelhamid, T. S., & Howell, G. A. (2005). A systems model of construction accident causation. Journal of Construction Engineering and Management, 131(7), 816–825.CrossRef Mitropoulos, P., Abdelhamid, T. S., & Howell, G. A. (2005). A systems model of construction accident causation. Journal of Construction Engineering and Management, 131(7), 816–825.CrossRef
9.
Zurück zum Zitat Hwang, S., & Lee, S. (2017). Wristband-type wearable health devices to measure construction workers’ physical demands. Automation in Construction, 83, 330–340.CrossRef Hwang, S., & Lee, S. (2017). Wristband-type wearable health devices to measure construction workers’ physical demands. Automation in Construction, 83, 330–340.CrossRef
10.
Zurück zum Zitat Lu, Y. (2017). Industry 4.0: A survey on technologies, applications, and open research issues. Journal of Industrial Information Integration, 6, 1–10.CrossRef Lu, Y. (2017). Industry 4.0: A survey on technologies, applications, and open research issues. Journal of Industrial Information Integration, 6, 1–10.CrossRef
11.
Zurück zum Zitat Borgia, E. (2014). The Internet of Things vision: Key features, applications, and open issues. Computer Communications, 54, 1–31.CrossRef Borgia, E. (2014). The Internet of Things vision: Key features, applications, and open issues. Computer Communications, 54, 1–31.CrossRef
12.
Zurück zum Zitat Cai, F., Yi, C., Liu, S., Wang, Y., Liu, L., Liu, X., et al. (2016). Ultrasensitive, passive, and wearable sensors for monitoring human muscle motion and physiological signals. Biosensors and Bioelectronics, 77, 907–913.CrossRef Cai, F., Yi, C., Liu, S., Wang, Y., Liu, L., Liu, X., et al. (2016). Ultrasensitive, passive, and wearable sensors for monitoring human muscle motion and physiological signals. Biosensors and Bioelectronics, 77, 907–913.CrossRef
13.
Zurück zum Zitat Lee, W., Seto, E., Lin, K. Y., & Migliaccio, G. C. (2017). An evaluation of wearable sensors and their placements for analyzing construction worker’s trunk posture in laboratory conditions. Applied Ergonomics, 65, 424–436.CrossRef Lee, W., Seto, E., Lin, K. Y., & Migliaccio, G. C. (2017). An evaluation of wearable sensors and their placements for analyzing construction worker’s trunk posture in laboratory conditions. Applied Ergonomics, 65, 424–436.CrossRef
14.
Zurück zum Zitat Lee, W., Lin, K. Y., Seto, E., & Migliaccio, G. C. (2017). Wearable sensors for monitoring on-duty and off-duty worker physiological status and activities in construction. Automation in Construction, 83, 341–353.CrossRef Lee, W., Lin, K. Y., Seto, E., & Migliaccio, G. C. (2017). Wearable sensors for monitoring on-duty and off-duty worker physiological status and activities in construction. Automation in Construction, 83, 341–353.CrossRef
15.
Zurück zum Zitat Park, J. S., Robinovitch, S., & Kim, W. S. (2015). A wireless wristband accelerometer for monitoring of rubber band exercises. IEEE Sensors Journal, 16(5), 1143–1150.CrossRef Park, J. S., Robinovitch, S., & Kim, W. S. (2015). A wireless wristband accelerometer for monitoring of rubber band exercises. IEEE Sensors Journal, 16(5), 1143–1150.CrossRef
16.
Zurück zum Zitat Krey, M., Schlatter, U., Mahadevan, D. A., Derungs, K., & Oehler, J. K. (2020). Wearable technology in healthcare. Journal of Advances in Information Technology, 11(3), 172–180.CrossRef Krey, M., Schlatter, U., Mahadevan, D. A., Derungs, K., & Oehler, J. K. (2020). Wearable technology in healthcare. Journal of Advances in Information Technology, 11(3), 172–180.CrossRef
17.
Zurück zum Zitat Almusawi, H. A., Durugbo, C. M., & Bugawa, A. M. (2021). Innovation in physical education: Teachers’ perspectives on readiness for wearable technology integration. Computers & Education, 167, 104185.CrossRef Almusawi, H. A., Durugbo, C. M., & Bugawa, A. M. (2021). Innovation in physical education: Teachers’ perspectives on readiness for wearable technology integration. Computers & Education, 167, 104185.CrossRef
18.
Zurück zum Zitat Awolusi, I., Nnaji, C., & Okpala, I. (2020, Nov). Success factors for the implementation of wearable sensing devices for safety and health monitoring in construction. In Construction research congress 2020: Computer applications (pp. 1213–1222). American Society of Civil Engineers.CrossRef Awolusi, I., Nnaji, C., & Okpala, I. (2020, Nov). Success factors for the implementation of wearable sensing devices for safety and health monitoring in construction. In Construction research congress 2020: Computer applications (pp. 1213–1222). American Society of Civil Engineers.CrossRef
19.
Zurück zum Zitat Morcos, M. W., Teeter, M. G., Somerville, L. E., & Lanting, B. (2020). Correlation between hip osteoarthritis and the level of physical activity as measured by wearable technology and patient-reported questionnaires. Journal of Orthopedics, 20, 236–239.CrossRef Morcos, M. W., Teeter, M. G., Somerville, L. E., & Lanting, B. (2020). Correlation between hip osteoarthritis and the level of physical activity as measured by wearable technology and patient-reported questionnaires. Journal of Orthopedics, 20, 236–239.CrossRef
20.
Zurück zum Zitat Blount, D. S., McDonough, D. J., & Gao, Z. (2021). Effect of wearable technology-based physical activity interventions on breast cancer survivors’ physiological, cognitive, and emotional outcomes: A systematic review. Journal of Clinical Medicine, 10(9), 2015.CrossRef Blount, D. S., McDonough, D. J., & Gao, Z. (2021). Effect of wearable technology-based physical activity interventions on breast cancer survivors’ physiological, cognitive, and emotional outcomes: A systematic review. Journal of Clinical Medicine, 10(9), 2015.CrossRef
Metadaten
Titel
Cognitive Computing for the Internet of Medical Things
verfasst von
Latha Parthiban
T. P. Latchoumi
K. Balamurugan
K. Raja
R. Parthiban
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-35751-0_5

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