Search Results - "Data analytics"

Privacy-preserving multidimensional big data analytics models, methods and techniques: A comprehensive survey by Cuzzocrea, Alfredo, Soufargi, Selim

“…The topic of privacy-preserving big data analytics is gaining momentum now, thanks to the plethora of modern application scenarios where it can be successfully…”
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Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations by Wang, Yichuan, Kung, LeeAnn, Byrd, Terry Anthony

“…To date, health care industry has not fully grasped the potential benefits to be gained from big data analytics. While the constantly growing body of academic…”
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Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance by Awan, Usama, Shamim, Saqib, Khan, Zaheer, Zia, Najam Ul, Shariq, Syed Muhammad, Khan, Muhammad Naveed

“…This study argues that.•BDA capability and BI&A are positively related to data driven insights, decision-making quality.•BDA capability and BI&A are positively…”
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A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics by Kušić, Krešimir, Schumann, René, Ivanjko, Edouard

“…The introduction of digital twins is expected to fundamentally change the technology in transportation systems, as they appear to be a compelling concept for…”
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Big data analytics and firm performance: Effects of dynamic capabilities by Wamba, Samuel Fosso, Gunasekaran, Angappa, Akter, Shahriar, Ren, Steven Ji-fan, Dubey, Rameshwar, Childe, Stephen J.

“…Drawing on the resource-based view and the literature on big data analytics (BDA), information system (IS) success and the business value of information…”
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Big data analytics in supply chain management: A state-of-the-art literature review by Nguyen, Truong, ZHOU, Li, Spiegler, Virginia, Ieromonachou, Petros, Lin, Yong

“…The rapidly growing interest from both academics and practitioners in the application of big data analytics (BDA) in supply chain management (SCM) has urged…”
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Customer relationship management and big data enabled: Personalization & customization of services by Anshari, Muhammad, Almunawar, Mohammad Nabil, Lim, Syamimi Ariff, Al-Mudimigh, Abdullah

“…The emergence of big data brings a new wave of Customer Relationship Management (CRM)’s strategies in supporting personalization and customization of sales,…”
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Beyond the hype: Big data concepts, methods, and analytics by Gandomi, Amir, Haider, Murtaza

“…•We define what is meant by big data.•We review analytics techniques for text, audio, video, and social media data.•We make the case for new statistical…”
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Explaining the (non-) adoption of advanced data analytics in auditing: A process theory by Krieger, Felix, Drews, Paul, Velte, Patrick

“…•Audit firms adopt advanced data analytics (ADA) through a process.•The process is composed of several activities across different organizational units.•The…”
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Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review by Altaheri, Hamdi, Muhammad, Ghulam, Alsulaiman, Mansour, Amin, Syed Umar, Altuwaijri, Ghadir Ali, Abdul, Wadood, Bencherif, Mohamed A., Faisal, Mohammed

“…The brain–computer interface (BCI) is an emerging technology that has the potential to revolutionize the world, with numerous applications ranging from…”
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The intermediating role of big data analytics capability between responsive and proactive market orientations and firm performance in the retail industry by Morimura, Fumikazu, Sakagawa, Yuji

“…Big data analytics capability (BDAC) is the key resource for competitive advantage in the drastically changing market. Although some studies have investigated…”
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Understanding Big Data Analytics for Manufacturing Processes: Insights from Literature Review and Multiple Case Studies by Belhadi, Amine, Zkik, Karim, Cherrafi, Anass, Yusof, Sha'ri M., El fezazi, Said

“…•Review of the ongoing research on BDA in manufacturing process.•Proposition of a framework grouping BDA capabilities in manufacturing process.•Identification…”
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Do data-driven CSR initiatives improve CSR performance? The importance of big data analytics capability by Choi, Hyoung-Yong, Park, Junyoung

“…Despite the increasing number of companies deploying big data analytics (BDA) in corporate social responsibility (CSR) activities, few studies have…”
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Analytics for smarter planning of retail operations by Amorim, Pedro, Eng-Larsson, Fredrik, Hübner, Alexander

“…This special issue showcases state-of-the-art research at the intersection of analytics and retail operations. As the retail landscape becomes increasingly…”
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Predicting mortality risk in patients with COVID-19 using machine learning to help medical decision-making by Pourhomayoun, Mohammad, Shakibi, Mahdi

“…In the wake of COVID-19 disease, caused by the SARS-CoV-2 virus, we designed and developed a predictive model based on Artificial Intelligence (AI) and Machine…”
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The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies by Kristoffersen, Eivind, Blomsma, Fenna, Mikalef, Patrick, Li, Jingyue

“…•Novel framework to align activities across information systems and the circular economy.•Digital circular economy research agenda and implications for…”
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Recovering the divide: A review of the big data analytics—strategy relationship by Talaoui, Yassine, Kohtamäki, Marko, Ranta, Mikko, Paroutis, Sotirios

“…Research on big data analytics has been burgeoning in recent decades, yet its relationship with strategy continues to be overlooked. This paper reviews how big…”
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Does data analytics use improve firm decision making quality? The role of knowledge sharing and data analytics competency by Ghasemaghaei, Maryam

“…Despite the huge investment in data analytics tools, the necessary conditions required to obtain benefit from such investment deserves close investigation. In…”
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Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation by Ciampi, Francesco, Demi, Stefano, Magrini, Alessandro, Marzi, Giacomo, Papa, Armando

“…Big Data Analytics Capabilities (BDAC) represent critical tools for business competitiveness in highly dynamic markets. In this connection, by leveraging on…”
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Recent advancements and challenges of Internet of Things in smart agriculture: A survey by Sinha, Bam Bahadur, Dhanalakshmi, R.

“…The Internet of Things (IoT) is an evolving paradigm that seeks to connect different smart physical components for multi-domain modernization. To automatically…”
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