A critical evaluation of handling uncertainty in Big Data processing

Big Data Analytics: Importance, Challenges, Categories, Techniques ...

the data features and attributes [21]. Suitable analysis tools are required for handling the inconsistency, uncertainty, and complexity of big data. However ...

Big Data Analysis in Smart Manufacturing: A Review

One challenge is the analysis of such systems that generate huge amounts of (continuously generated) data, potentially containing valuable information useful ...

A history and timeline of big data - TechTarget

Milestones that led to today's big data revolution -- from 1600s' statistical analysis to the first programmable computer in the 40s to the internet, Hadoop, ...

Big Data, Analytics and the Path From Insights to Value

Organizations traditionally are tempted to start by gathering all available data before beginning their analysis. Too often, this leads to an ...

What is Big Data Analytics? - IBM

Big data analytics is the systematic processing and analysis of large amounts of data to extract valuable insights and help analysts make ...

Big data analytics capability and supply chain performance

Supply chain (SC) executives are also turning to BDA for big data management, processing and analysis. In this context, BDA has ...

Big Data: Big Data Analysis, Issues and Challenges and Technologies

Here the big data technologies play a crucial role to handle, store, and process this tremendous amount of data in real-time. Big data analytics is used to ...

Challenges and Future Directions of Big Data and Artificial ...

Hence, novel and innovative computational technologies are required for the acquisition, storage, distribution, analysis, and management of big data (Lazer et ...

Big Data in Cloud Computing Review and Opportunities - arXiv

This provides a process to share resources and isolation of hardware to increase the access, management, analysis and computation of the data [2]. The main ...

Mapping the Field of Knowledge with Bibliometric Analysis Using R

This research aims to review the transformation of information management through big data analytics ... Critical analysis of Big Data ...

DECAS: a modern data-driven decision theory for big data and ...

However, in each step, big data technologies, analytics, and machines are essential, since they enable the effective capturing, integration, and analysis of ...

Big data reliability: : A critical review - ACM Digital Library

A simple mistake in processing software, error in data, and malfunctioning in hardware results in inaccurate analysis, compromised results, and inadequate ...

Data analysis - Wikipedia

Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, ...

6 Tips to Cope with Uncertainty in Data Analytics Innovation - LinkedIn

Managing expectations also involves aligning your data analytics projects with your stakeholders' needs, expectations, and preferences. It's ...

HOW CAN BIG dATA AFFECT Uncertainty in sTRATEGIC decision ...

A critical theoretical analysis on the literature covered is used to find an alternative approach to the problem. The strategic decision-making.

Evaluating the Impact of Uncertainty in Big Data Analytics - neuralslate

The purpose of this article is to provide a complete review of the literature on big data analysis and outline the outstanding difficulties and future prospects

What is Exploratory Data Analysis? - GeeksforGeeks

Exploratory Data Analysis (EDA) is a crucial initial step in data science projects. It involves analyzing and visualizing data to understand its key ...

Critical analysis of Big Data challenges and analytical methods

Through using the abovementioned list of keywords and focusing on four subject areas that is business and management, computer science, decision ...

Business intelligence and Analytics: From Big Data to Big Impact

The opportunities associated with data and analysis in dif- ferent organizations have helped generate significant interest in BI&A, which is often referred to ...

Big Data Defined: Examples and Benefits | Google Cloud

Having big data doesn't guarantee results unless the data is accurate, relevant, and properly organized for analysis. This can slow down reporting, but if not ...