Data Analysis and Decision Support

Data Analysis and Decision Support
Title Data Analysis and Decision Support PDF eBook
Author Daniel Baier
Publisher Springer Science & Business Media
Pages 361
Release 2006-05-06
Genre Mathematics
ISBN 3540283978

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It is a great privilege and pleasure to write a foreword for a book honor ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. He is, by any measure, one of the most distinguished and eminent scholars in the world today. Wolfgang Gaul has been instrumental in numerous leading research initia tives and has achieved an unprecedented level of success in facilitating com munication among researchers in diverse disciplines from around the world. A particularly remarkable and unique aspect of his work is that he has been a leading scholar in such diverse areas of research as graph theory and net work models, reliability theory, stochastic optimization, operations research, probability theory, sampling theory, cluster analysis, scaling and multivariate data analysis. His activities have been directed not only at these and other theoretical topics, but also at applications of statistical and mathematical tools to a multitude of important problems in computer science (e.g., w- mining), business research (e.g., market segmentation), management science (e.g., decision support systems) and behavioral sciences (e.g., preference mea surement and data mining). All of his endeavors have been accomplished at the highest level of professional excellence.

Business Analytics

Business Analytics
Title Business Analytics PDF eBook
Author S. Christian Albright
Publisher
Pages 952
Release 2017
Genre Decision making
ISBN 9789814834391

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Data Mining and Decision Support

Data Mining and Decision Support
Title Data Mining and Decision Support PDF eBook
Author Dunja Mladenic
Publisher Springer Science & Business Media
Pages 284
Release 2012-12-06
Genre Computers
ISBN 1461502861

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Data mining deals with finding patterns in data that are by user-definition, interesting and valid. It is an interdisciplinary area involving databases, machine learning, pattern recognition, statistics, visualization and others. Decision support focuses on developing systems to help decision-makers solve problems. Decision support provides a selection of data analysis, simulation, visualization and modeling techniques, and software tools such as decision support systems, group decision support and mediation systems, expert systems, databases and data warehouses. Independently, data mining and decision support are well-developed research areas, but until now there has been no systematic attempt to integrate them. Data Mining and Decision Support: Integration and Collaboration, written by leading researchers in the field, presents a conceptual framework, plus the methods and tools for integrating the two disciplines and for applying this technology to business problems in a collaborative setting.

Decision Support Systems V – Big Data Analytics for Decision Making

Decision Support Systems V – Big Data Analytics for Decision Making
Title Decision Support Systems V – Big Data Analytics for Decision Making PDF eBook
Author Boris Delibašić
Publisher Springer
Pages 124
Release 2015-05-18
Genre Computers
ISBN 3319185330

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This book constitutes the refereed proceedings of the First International Conference on Decision Support Systems Technology, ICDSST 2015, held in Belgrade, Serbia, in May 2015. The theme of the event was “Big Data Analytics for Decision-Making” and it was organized by the EURO (Association of European Operational Research Societies) working group of Decision Support Systems (EWG-DSS). The eight papers presented in this book were selected out of 26 submissions after being carefully reviewed by at least three internationally known experts from the ICDSST 2015 Program Committee and external invited reviewers. The selected papers are representative of current and relevant research activities in the area of decision support systems, such as decision analysis for enterprise systems and non-hierarchical networks, integrated solutions for decision support and knowledge management in distributed environments, decision support system evaluations and analysis through social networks, and decision support system applications in real-world environments. The volume is completed by an additional invited paper on big data decision-making use cases.

Data Science for Business and Decision Making

Data Science for Business and Decision Making
Title Data Science for Business and Decision Making PDF eBook
Author Luiz Paulo Favero
Publisher Academic Press
Pages 1246
Release 2019-04-11
Genre Business & Economics
ISBN 0128112174

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Data Science for Business and Decision Making covers both statistics and operations research while most competing textbooks focus on one or the other. As a result, the book more clearly defines the principles of business analytics for those who want to apply quantitative methods in their work. Its emphasis reflects the importance of regression, optimization and simulation for practitioners of business analytics. Each chapter uses a didactic format that is followed by exercises and answers. Freely-accessible datasets enable students and professionals to work with Excel, Stata Statistical Software®, and IBM SPSS Statistics Software®. - Combines statistics and operations research modeling to teach the principles of business analytics - Written for students who want to apply statistics, optimization and multivariate modeling to gain competitive advantages in business - Shows how powerful software packages, such as SPSS and Stata, can create graphical and numerical outputs

Big Data on Campus

Big Data on Campus
Title Big Data on Campus PDF eBook
Author Karen L. Webber
Publisher Johns Hopkins University Press
Pages 337
Release 2020-11-03
Genre Education
ISBN 1421439034

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Webber, Henry Y. Zheng, Ying Zhou

Management Decision-Making, Big Data and Analytics

Management Decision-Making, Big Data and Analytics
Title Management Decision-Making, Big Data and Analytics PDF eBook
Author Simone Gressel
Publisher SAGE
Pages 354
Release 2020-10-12
Genre Business & Economics
ISBN 1529738288

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Accessible and concise, this exciting new textbook examines data analytics from a managerial and organizational perspective and looks at how they can help managers become more effective decision-makers. The book successfully combines theory with practical application, featuring case studies, examples and a ‘critical incidents’ feature that make these topics engaging and relevant for students of business and management. The book features chapters on cutting-edge topics, including: • Big data • Analytics • Managing emerging technologies and decision-making • Managing the ethics, security, privacy and legal aspects of data-driven decision-making The book is accompanied by an Instructor’s Manual, PowerPoint slides and access to journal articles. Suitable for management students studying business analytics and decision-making at undergraduate, postgraduate and MBA levels.