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Open AccessJournal ArticleDOI

Critical analysis of Big Data challenges and analytical methods

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TLDR
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.
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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.

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Journal ArticleDOI

Does Knowledge Sharing Belief of Data Analysts Impact Their Behavior?

TL;DR: In this article , the authors utilize contingency and task-technology fit theories to understand the factors that influence the impact of data analysts' knowledge sharing beliefs on their behaviors and find that knowledge sharing belief is formed by subjective norm and perception of control.
Book ChapterDOI

Emergency Information Visualisation

TL;DR: The focus of this chapter is on providing essential comprehension about visualising emergency information and presents visualisation design objectives and summarises various visualising techniques for content-based, geospatial, and temporal information along with specifics of dashboards.
Book ChapterDOI

Big Data Skills Required for Successful Application Implementation in the Banking Sector

TL;DR: In this paper, the authors identify what are factors that effect on Big Data Analytics skills and further propose a long-term development, self-efficacy and level of analytics as framework for a successful career in Big Data analytics in banking sector.
Book ChapterDOI

Big Data for Context-Aware Computing

TL;DR: A distributed storage based on HBase, which is column-oriented database modeled after Google’s Bigtable, is proposed, based of classifying RDF instance by class, and creating tables to store the instance data of each class in the ontology.
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Posted Content

Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review

TL;DR: The extent to which the process of systematic review can be applied to the management field in order to produce a reliable knowledge stock and enhanced practice by developing context-sensitive research is evaluated.
Journal ArticleDOI

Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review

TL;DR: In this article, the authors evaluate the process of systematic review used in the medical sciences to produce a reliable knowledge stock and enhanced practice by developing context-sensitive research and highlight the challenges in developing an appropriate methodology.
Journal ArticleDOI

Business intelligence and analytics: from big data to big impact

TL;DR: This introduction to the MIS Quarterly Special Issue on Business Intelligence Research first provides a framework that identifies the evolution, applications, and emerging research areas of BI&A, and introduces and characterized the six articles that comprise this special issue in terms of the proposed BI &A research framework.
Journal ArticleDOI

Critical questions for big data

TL;DR: The era of Big Data has begun as discussed by the authors, where diverse groups argue about the potential benefits and costs of analyzing genetic sequences, social media interactions, health records, phone logs, government records, and other digital traces left by people.
Journal ArticleDOI

Beyond the hype

TL;DR: The need to develop appropriate and efficient analytical methods to leverage massive volumes of heterogeneous data in unstructured text, audio, and video formats is highlighted and the need to devise new tools for predictive analytics for structured big data is reinforced.
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