A mini-review of machine learning in big data analytics: Applications, challenges, and prospects

IK Nti, JA Quarcoo, J Aning… - Big Data Mining and …, 2022 - ieeexplore.ieee.org
The availability of digital technology in the hands of every citizenry worldwide makes an
available unprecedented massive amount of data. The capability to process these gigantic …

Big data analytics in E-commerce: a systematic review and agenda for future research

S Akter, SF Wamba - Electronic Markets, 2016 - Springer
There has been an increasing emphasis on big data analytics (BDA) in e-commerce in
recent years. However, it remains poorly-explored as a concept, which obstructs its …

大数据系统综述

李学龙, 龚海刚 - 中国科学: 信息科学, 2015 - cqvip.com
随着科学, 技术和工程的迅猛发展, 近20 年来, 许多领域(如光学观测, 光学监控, 健康医护,
传感器, 用户数据, 互联网和金融公司以及供应链系统) 都产生了海量的数据(更恰当的描述或许 …

Big data with cloud computing: Discussions and challenges

AK Sandhu - Big Data Mining and Analytics, 2021 - ieeexplore.ieee.org
With the recent advancements in computer technologies, the amount of data available is
increasing day by day. However, excessive amounts of data create great challenges for …

Creating strategic business value from big data analytics: A research framework

V Grover, RHL Chiang, TP Liang… - Journal of management …, 2018 - Taylor & Francis
Despite the publicity regarding big data and analytics (BDA), the success rate of these
projects and strategic value created from them are unclear. Most literature on BDA focuses …

Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context

R Dubey, DJ Bryde, C Blome, D Roubaud… - Industrial Marketing …, 2021 - Elsevier
The COVID-19 pandemic has disrupted global supply chains and exposed weak links in the
chains far beyond what most people have witnessed in their living memory. The scale of …

Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies

MM Mariani, SF Wamba - Journal of Business Research, 2020 - Elsevier
The advent and development of digital technologies have brought about a proliferation of
online consumer reviews (OCRs), ie, real-time customers' evaluations of products, services …

Learning deep representations with probabilistic knowledge transfer

N Passalis, A Tefas - Proceedings of the European …, 2018 - openaccess.thecvf.com
Abstract Knowledge Transfer (KT) techniques tackle the problem of transferring the
knowledge from a large and complex neural network into a smaller and faster one. However …

An investigation of visibility and flexibility as complements to supply chain analytics: An organizational information processing theory perspective

R Srinivasan, M Swink - Production and Operations …, 2018 - journals.sagepub.com
Many businesses are seeking to develop and exploit analytics capabilities today. Using
organizational information processing theory (OIPT), we study demand visibility and supply …

A formal definition of Big Data based on its essential features

A De Mauro, M Greco, M Grimaldi - Library review, 2016 - emerald.com
A formal definition of Big Data based on its essential features | Emerald Insight Books and
journals Case studies Expert Briefings Open Access Publish with us Advanced search A formal …