Recent development in big data analytics for business operations and risk management

TM Choi, HK Chan, X Yue - IEEE transactions on cybernetics, 2016 - ieeexplore.ieee.org
“Big data” is an emerging topic and has attracted the attention of many researchers and
practitioners in industrial systems engineering and cybernetics. Big data analytics would …

An overview of big data analysis

F Arena, G Pau - Bulletin of Electrical Engineering and Informatics, 2020 - beei.org
Big data represents one of the most profound and most pervasive evolutions in the digital
world. Examples of big data come from Internet of Things (IoT) devices, as well as smart …

Big data analytics with applications

Z Bi, D Cochran - Journal of Management Analytics, 2014 - Taylor & Francis
In this paper, recent developments on the Internet of Things (IoT) and its applications are
surveyed, and the impact of newly developed Big Data (BD) on manufacturing information …

Next generation smart manufacturing and service systems using big data analytics

N Shukla, MK Tiwari, G Beydoun - Computers & Industrial Engineering, 2019 - Elsevier
This special issue explores advancements in the next generation manufacturing and service
systems by examining the novel methods, practical challenges and opportunities in the use …

Big Data for supply chain management in the service and manufacturing sectors: Challenges, opportunities, and future perspectives

RY Zhong, ST Newman, GQ Huang, S Lan - Computers & Industrial …, 2016 - Elsevier
Data from service and manufacturing sectors is increasing sharply and lifts up a growing
enthusiasm for the notion of Big Data. This paper investigates representative Big Data …

Big data analytics and business analytics

L Duan, Y Xiong - Journal of Management Analytics, 2015 - Taylor & Francis
Over the past few decades, with the development of automatic identification, data capture
and storage technologies, people generate data much faster and collect data much bigger …

Analytics, challenges and applications in big data environment: a survey

MR Bendre, VR Thool - Journal of Management Analytics, 2016 - Taylor & Francis
Big data refer to the massive amounts and varieties of information in the structured and
unstructured form, generated by social networking sites, biomedical equipment, financial …

Big data analytics in operations management

TM Choi, SW Wallace, Y Wang - Production and operations …, 2018 - journals.sagepub.com
Big data analytics is critical in modern operations management (OM). In this study, we first
explore the existing big data‐related analytics techniques, and identify their strengths …

[PDF][PDF] Big Data: State-of-the-art Concepts, Techniques, Technologies, Modeling Approaches and Research Challenges.

C Costa, MY Santos - IAENG International Journal of Computer Science, 2017 - iaeng.org
Current advancements in Information Technologies (IT) lead organizations to pursue high
business value and competitive advantages through the collection, storage, processing and …

Big data analytics: a literature review

D Chong, H Shi - Journal of Management Analytics, 2015 - Taylor & Francis
With more and more data generated, it has become a big challenge for traditional
architectures and infrastructures to process large amounts of data within an acceptable time …