Integration of Artificial Intelligence Applications and Knowledge Management Processes for Construction Projects Management

Meervat R. Altaie, Marwa M. Dishar

Abstract


Artificial intelligence systems have gained access to various scientific and research fields, especially in the construction industry. The study seeks to confirm the vital role of introducing Knowledge Management (KM) integrated with Artificial intelligence (AI) applications in the projects. It requires qualifying engineers and imposing their current qualifications to achieve the benefits of Integration of AI Applications based on KM processes to perform their professional roles and recognize the need to develop their capabilities through training and development. The field survey was intended only for 85 engineers working on construction projects (public and private sectors). Three axes were clarified to allocate the extent of the sample response and determine the benefits of using the KM process and AI applications for the success of construction projects. The results showed a positive relationship between the demographic variables of the response and the benefit of using the KM process and AI applications and explaining the variance in the regression relationships. Therefore, the study suggests integrating AI applications based on the KM process to achieve business goals and effectively benefit and exchange management, as its use leads to faster and more effective decision-making, especially if the project strategy approves it.

 

Doi: 10.28991/CEJ-2024-010-03-06

Full Text: PDF


Keywords


Knowledge Management; Artificial Intelligence; construction; Correlation; Regression.

References


Travis, M. L., Aruldoss, A., Kowalski, K. B., & Parayitam, S. (2023). The effect of knowledge conversion on innovation and performance: A multi-layered moderated-mediation model. Knowledge and Process Management, 30(4), 409–433. doi:10.1002/kpm.1748.

Tiwari, S. P. (2022). Knowledge Enhancement and Mobile Technology: Improving Effectiveness and Efficiency. International Journal of Social Science Research and Review, 5(7), 127–134. doi:10.47814/ijssrr.v5i7.338.

Ahmad, K., Iqbal, W., El-Hassan, A., Qadir, J., Benhaddou, D., Ayyash, M., & Al-Fuqaha, A. (2024). Data-Driven Artificial Intelligence in Education: A Comprehensive Review. IEEE Transactions on Learning Technologies, 17, 12–31. doi:10.1109/TLT.2023.3314610.

Maphosa, V., & Maphosa, M. (2022). AI In Project Management Research: A Bibliometric Analysis”. Journal of Theoretical and Applied Information Technology, 100(16), 5000–5012. doi:10.5281/zenodo.7134074.

Anumba, C., & Khallaf, R. (2022). Use of Artificial Intelligence to Improve Knowledge Management in Construction. IOP Conference Series: Earth and Environmental Science, 1101(3), 032004. doi:10.1088/1755-1315/1101/3/032004.

Igbinovia, M. O., & Ikenwe, I. J. (2018). Knowledge management: processes and systems. Information Impact: Journal of Information and Knowledge Management, 8(3), 26. doi:10.4314/iijikm.v8i3.3

Ramaj, B. Z., & Pjero, E. (2023). The Implementation of Accounting Information Systems for its Role in Marketing and Management Processes. European Journal of Marketing and Economics, 6(1), 28–38. doi:10.2478/ejme-2023-0003.

Karki, S., & Hadikusumo, B. (2023). Machine learning for the identification of competent project managers for construction projects in Nepal. Construction Innovation, 23(1), 1–18. doi:10.1108/CI-08-2020-0139.

Jarrahi, M. H., Askay, D., Eshraghi, A., & Smith, P. (2023). Artificial intelligence and knowledge management: A partnership between human and AI. Business Horizons, 66(1), 87–99. doi:10.1016/j.bushor.2022.03.002.

Rane, N. (2023). Integrating Building Information Modelling (BIM) and Artificial Intelligence (AI) for Smart Construction Schedule, Cost, Quality, and Safety Management: Challenges and Opportunities. SSRN Electronic Journal, 1-20. doi:10.2139/ssrn.4616055.

Nanjundeswaraswamy, T., & Swamy, D. (2022). Knowledge management processes and organizational culture in the higher educational technical institutions. Journal of Economic and Administrative Sciences, 38(2), 270–286. doi:10.1108/jeas-07-2020-0134.

Lam, L., Nguyen, P., Le, N., & Tran, K. (2021). The relation among organizational culture, knowledge management, and innovation capability: Its implication for open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 1–16. doi:10.3390/joitmc7010066.

Hsu, H. C., Chang, S., Chen, C. C., & Wu, I. C. (2020). Knowledge-based system for resolving design clashes in building information models. Automation in Construction, 110. doi:10.1016/j.autcon.2019.103001.

Ugwu, C. I., & Ekere, J. N. (2019). Knowledge management for improving services in federal university libraries in Nigeria. Journal of Librarianship and Information Science, 51(2), 356–369. doi:10.1177/0961000617742446.

Abubakar, A. M., Elrehail, H., Alatailat, M. A., & Elçi, A. (2019). Knowledge management, decision-making style and organizational performance. Journal of Innovation and Knowledge, 4(2), 104–114. doi:10.1016/j.jik.2017.07.003.

Alavi, M., & Leidner, D. E. (2001). Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues. MIS Quarterly, 25(1), 107. doi:10.2307/3250961.

Bem, R. M. de, & Coelho, CCSR. (2013). Applications of knowledge management in the area of Librarianship and Information Science. Brazilian Journal of Information Science: Research Trends, 7(1), 69–97. doi:10.36311/1981-1640.2013.v7n1.06.p67.

Galgotia, D., & Lakshmi, N. (2022). Implementation of Knowledge Management in Higher Education: A Comparative Study of Private and Government Universities in India and Abroad. Frontiers in Psychology, 13. doi:10.3389/fpsyg.2022.944153.

Galgotia, D., & Lakshmi, N. (2022). Implementation of Knowledge Management in Higher Education: A Comparative Study of Private and Government Universities in India and Abroad. Frontiers in Psychology, 13. doi:10.3389/fpsyg.2022.944153.

Tiwari, S. P. (2022). Knowledge Management Strategies and Emerging Technologies - An Overview of The Underpinning Concepts. International Journal of Innovative Technologies in Economy, 1(37), 1-3. doi:10.31435/rsglobal_ijite/30032022/7791.

Al-Hawamdeh, M. M., & Alshaer, S. A. (2022). Artificial Intelligence Applications as a Modern Trend to Achieve Organizational Innovation in Jordanian Commercial Banks. The Journal of Asian Finance, Economics and Business, 9(3), 257-263.

Bahroun, Z., Tanash, M., As’ad, R., & Alnajar, M. (2023). Artificial Intelligence Applications in Project Scheduling: a Systematic Review, Bibliometric Analysis, and Prospects for Future Research. Management Systems in Production Engineering, 31(2), 144–161. doi:10.2478/mspe-2023-0017.

Svetlova, E. (2022). AI meets narratives: the state and future of research on expectation formation in economics and sociology. Socio-Economic Review, 20(2), 841–861. doi:10.1093/ser/mwab033.

Emad, A., Naimi, S., Altaie, M. R. (2023). Artificial intelligence based statistical process control for monitoring and quality control of water resources: a complete digital solution. International Journal of Intelligent Systems and Applications in Engineering, 11(5s), 314-324.

Narayanan, V. K. (2019). Using institutional knowledge to answer puzzling questions about novel challenges and opportunities. Strategy and Leadership, 47(6), 15–23. doi:10.1108/SL-08-2019-0116.

Nabizadeh R., H., & Nabizadeh, A. H. (2023). Towards human-centered artificial intelligence (AI) in architecture, engineering, and construction (AEC) industry. Computers in Human Behavior Reports, 11(8), 100319. doi:10.1016/j.chbr.2023.100319.

Alghamdi, S. E. K., & Al-dirman, F. (2022). Knowledge Management Applications Based on Artificial Intelligence: A Systematic Review. International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 12(13), 12A13O, 1-16. doi:10.14456/ITJEMAST.2021.267.

Ahmed, G. A., & Altaie, M. R. (2021). Investigation the Opportunity of BIM with Agile Management Approach in Iraqi Construction Projects. E3S Web of Conferences, 318, 02001. doi:10.1051/e3sconf/202131802001.

Khameesa, A. S., & Altaay, M. R. (2022). Evaluating the Efficiency of Finance Methods in Residential Complex Projects in Iraq. Engineering, Technology and Applied Science Research, 12(1), 8080–8084. doi:10.48084/etasr.4663.

Altaie, M. R., Muhsin, I. F., & Dishar, M. M. (2023). Managing the Utilization of Preventive Measures for Fire Resistance in the Hospitals. Civil and Environmental Engineering, 19(2), 520–531. doi:10.2478/cee-2023-0047.

Kadhom, A., & Altaie, M. (2023). Impact of project delivery method on geotechnical site conditions for implementing water treatment plants in Iraq. AIP Conference Proceedings, 2651(1), 20018. doi:10.1063/5.0106524.

Altaie, M. R., Dishar, M. M., & Muhsin, I. F. (2023). Fundamental Challenges and Management Opportunities in Post Disaster Reconstruction Project. Civil Engineering Journal, 9(9), 2161–2174. doi:10.28991/cej-2023-09-09-05.

Obead, K. R., & Wali, M. R. (2020). Developing Systems Engineering for Sustainable Infrastructure Projects. IOP Conference Series: Materials Science and Engineering, 901(1), 012026. doi:10.1088/1757-899x/901/1/012026.

Khamees, A. S., & Altaay, M. R. (2022). Optimizing Methods of Funding Residential Complexes Projects. International Journal of Intelligent Systems and Applications in Engineering, 10(3), 57-63.

Tsukuma, H., & Kubokawa, T. (2020). Multivariate Linear Model and Group Invariance. Shrinkage Estimation for Mean and Covariance Matrices, 27–33. doi:10.1007/978-981-15-1596-5_4.

Saleh, A. K. M. E., & Shalabh. (2014). A ridge regression estimation approach to the measurement error model. Journal of Multivariate Analysis, 123, 68–84. doi:10.1016/j.jmva.2013.08.014.


Full Text: PDF

DOI: 10.28991/CEJ-2024-010-03-06

Refbacks

  • There are currently no refbacks.




Copyright (c) 2024 Meervat razaq altaie, Marwa M. Dishar

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
x
Message