Critical analysis of Big Data challenges and analytical methods
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In this article, the authors present a state-of-the-art review that presents a holistic view of the BD challenges and BDA methods theorized/proposed/employed by organizations to help others understand this landscape with the objective of making robust investment decisions.About:
This article is published in Journal of Business Research.The article was published on 2017-01-01 and is currently open access. It has received 1267 citations till now. The article focuses on the topics: Analytics & Big data.read more
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Analyzing the impact of user-generated content on B2B Firms' stock performance: Big data analysis with machine learning methods
TL;DR: In this paper, the authors investigate whether UGC has differential impacts on stock performance for B2B and B2C firms by using big data and find that UGC had a significant impact on firms' stock performance.
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An Ethics Framework for Big Data in Health and Research
Vicki Xafis,G. Owen Schaefer,Markus K. Labude,Iain Brassington,Angela Ballantyne,Hannah Yeefen Lim,Wendy Lipworth,Tamra Lysaght,Cameron Stewart,Shirley Hsiao-Li Sun,Graeme Laurie,E. Shyong Tai +11 more
TL;DR: An Ethics Framework for Big Data in Health and Research developed by a working group convened by the Science, Health and Policy-relevant Ethics in Singapore (SHAPES) Initiative is presented, supported by the underlying ethical concerns that relate to all health and research contexts.
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Mobile supply chain management in the Industry 4.0 era: An annotated bibliography and guide for future research
TL;DR: To identify avenues for future research in mobile supply chain management (mSCM) in the advent of Industry 4.0, a systematic literature review was used to identify, classify, and analyze current knowledge, identify trends, and propose recommendations for futureResearch.
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Evaluation of collaborative consumption of food delivery services through web mining techniques
Juan C. Correa,Wilmer Garzón,Phillip Brooker,Gopal Sakarkar,Steven A. Carranza,Leidy Yunado,Alejandro Rincón +6 more
TL;DR: In this paper, the authors evaluate the impact of traffic conditions on key performance indicators of online food delivery services (through the use of web scraping techniques to retrieve customer's ratings and the physical location of restaurants as provided by Facebook).
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Can big data improve firm decision quality? The role of data quality and data diagnosticity
Maryam Ghasemaghaei,Goran Calic +1 more
TL;DR: The findings show that big data utilization does not significantly impact the quality of firm decisions and it is fully mediated through DQ and data diagnosticity, contributing to practice by providing important guidelines for managers to improve firm decision quality through the use of big data.
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