Critical analysis of Big Data challenges and analytical methods
Reads0
Chats0
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.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
Citations
More filters
Journal ArticleDOI
Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices
TL;DR: In this article, the authors developed and tested a holistic model that depicts and examines the relationships among green innovation, its drivers, as well as factors that help overcome the technological challenges and influence the performance and competitive advantage of the firm.
Journal ArticleDOI
A survey towards an integration of big data analytics to big insights for value-creation
Mandeep Kaur Saggi,Sushma Jain +1 more
TL;DR: This article presents a comprehensive, well-informed examination, and realistic analysis of deploying big data analytics successfully in companies and presents a methodical analysis for the usage of Big Data Analytics in various applications such as agriculture, healthcare, cyber security, and smart city.
Journal ArticleDOI
Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review
TL;DR: In this article, the authors investigated the role of Artificial Intelligence (AI) in the construction of sustainable business models (SBMs) and provided a quantitative overview of the academic literature that constitutes the field.
Journal ArticleDOI
Big data analytics as an operational excellence approach to enhance sustainable supply chain performance
TL;DR: In this paper, the authors used dynamic capability theory as a foundation for evaluating the role of BDA capability as an operational excellence approach in improving sustainable supply chain performance, and identified two pathways that managers can use to improve sustainable supply-chain outcomes in the mining industry based on big data analytics capabilities.
Journal ArticleDOI
Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities
TL;DR: In this article, the authors employed institutional theory and resource-based view theory to elucidate the way in which automotive firms configure tangible resources and workforce skills to drive technological enablement and improve sustainable manufacturing practices and furthermore develop circular economy capabilities.
References
More filters
Journal ArticleDOI
Task scheduling for MapReduce in heterogeneous networks
Jia Wang,Xiaoping Li +1 more
TL;DR: In this paper, the task scheduling in MapReduce is considered for geo-distributed data centers on heterogeneous networks, and the proposed algorithms outperform the current existing ones and have better performance than those with random task-sequences.
Journal ArticleDOI
Big data analytics: The case of the social security administration
TL;DR: In this paper, the authors analyze various efforts undertaken by the United States Social Security Administration (SSA) in the domain of big data analytics, and discuss policy implications and explore issues to consider when public agencies begin to develop their capacity to analyze big data.
Journal ArticleDOI
A Systematic Review on the Profiling of Digital News Portal for Big Data Veracity
TL;DR: This paper provides a complete review of literature related to profiling digital news portal in data veracity and describes the structure of research topics, research trends with publications and framework veracity model validated.
Proceedings ArticleDOI
Software analytics to software practice: a systematic literature review
TL;DR: A systematic literature review of SA research has shown that much of the available SA research only serves the needs of developers, and there is plenty of room for future research in the SA field.
Journal ArticleDOI
Tuning small analytics on Big Data
TL;DR: This paper studies the feasibility of solving OLAP queries with Hadoop (the Apache project implementing MapReduce) while benefiting from secondary indexes and partitioning in HBase and the comparison of different access plans and the definition of criteria to choose among them in terms of consumed resources.