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Business intelligence and analytics: systems for decision support

✍ Scribed by Turban, Efraim

Publisher
Pearson
Year
2015
Tongue
English
Leaves
689
Edition
10th edition
Category
Library
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✦ Synopsis

Decision making and analytics : an overview of business intelligence, analytics and decision -- Foundations and technologies for decision making -- Data warehousing -- Business reporting, visual analytics and business performance -- Predictive analytics : data mining -- Techniques for predictive modeling -- Text analytics, text mining and sentiment analysis -- Web analytics, web mining and social analytics -- Prescriptive analytics : model-based decision making: optimization and multi-criteria systems -- 10.modeling and analysis: heuristic search methods and simulation -- 11.automated decision systems and expert systems -- 12.knowledge management and collaborative systems -- 13.big data and future directions for business analytics : big data and analytics -- 14.business analytics : emerging trends and future impacts.

✦ Table of Contents

Decision making and analytics : an overview of business intelligence, analytics and decision --
Foundations and technologies for decision making --
Data warehousing --
Business reporting, visual analytics and business performance --
Predictive analytics : data mining --
Techniques for predictive modeling --
Text analytics, text mining and sentiment analysis --
Web analytics, web mining and social analytics --
Prescriptive analytics : model-based decision making: optimization and multi-criteria systems --
10.modeling and analysis: heuristic search methods and simulation --
11.automated decision systems and expert systems --
12.knowledge management and collaborative systems --
13.big data and future directions for business analytics : big data and analytics --
14.business analytics : emerging trends and future impacts.

✦ Subjects

Management--Data processing;Business intelligence;Decision support systems;Expert systems (Computer science);Management -- Data processing

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