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Business intelligence (BI) consists of strategies, methodologies, and technologies used by enterprises for data analysis and management of business information. [1] Common functions of BI technologies include reporting, online analytical processing, analytics, dashboard development, data mining, process mining, complex event processing, business performance management, benchmarking, text ...
The journal of Management Information Systems (JMIS) is a top-tier peer-reviewed academic journal that publishes impactful research articles making a significant novel contributions in the areas of information systems and information technology. Established in 1984, the current editor-in-chief of JMIS is Vladimir Zwass.
The Data QC process uses the information from the QA process to decide to use the data for analysis or in an application or business process. General example: if a Data QC process finds that the data contains too many errors or inconsistencies, then it prevents that data from being used for its intended process which could cause disruption.
Data reconciliation is a technique that targets at correcting measurement errors that are due to measurement noise, i.e. random errors.From a statistical point of view the main assumption is that no systematic errors exist in the set of measurements, since they may bias the reconciliation results and reduce the robustness of the reconciliation.
This is a list of important publications in data science, generally organized by order of use in a data analysis workflow. Whole game of data science See the list of important publications in statistics for more research-based and fundamental publications; while this list is more applied, business oriented, and cross-disciplinary.
Business analytics makes extensive use of analytical modeling and numerical analysis, including explanatory and predictive modeling, [2] and fact-based management to drive decision making. It is therefore closely related to management science. Analytics may be used as input for human decisions or may drive fully automated decisions.
INFORMS Journal on Applied Analytics is a bimonthly peer-reviewed academic journal about operations research that was established in 1970 under the title Interfaces by The Institute of Management Sciences, now part of the Institute for Operations Research and the Management Sciences. The journal has a case-study style: it offers examples of how ...
Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains. [2] In today's business world, data analysis plays a role in making decisions more scientific and helping businesses operate more effectively. [3]