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All Outputs (22)

Big Data with deep learning for benchmarking profitability performance in project tendering (2020)
Journal Article
Bilal, M., & Oyedele, L. O. (2020). Big Data with deep learning for benchmarking profitability performance in project tendering. Expert Systems with Applications, 147, Article 113194. https://doi.org/10.1016/j.eswa.2020.113194

© 2020 A reliable benchmarking system is crucial for the contractors to evaluate the profitability performance of project tenders. Existing benchmarks are ineffective in the tender evaluation task for three reasons. Firstly, these benchmarks are most... Read More about Big Data with deep learning for benchmarking profitability performance in project tendering.

Drivers and challenges associated with the implementation of big data within UK facilities management sector: An exploratory factor analysis approach (2020)
Journal Article
Konanahalli, A., Marinelli, M., & Oyedele, L. (2022). Drivers and challenges associated with the implementation of big data within UK facilities management sector: An exploratory factor analysis approach. IEEE Transactions on Engineering Management, 69(4), 916-929. https://doi.org/10.1109/TEM.2019.2959914

The recent advances in Internet of Things (IoT), computational analytics, processing power, and assimilation of Big Data (BD) are playing an important role in revolutionizing maintenance and operations regimes within the wider facilities management (... Read More about Drivers and challenges associated with the implementation of big data within UK facilities management sector: An exploratory factor analysis approach.