Decision Support Systems V Big Data Analytics For Decision Making

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Decision Support Systems V - Big Data Analytics for Decision Making

Author : Boris Delibašić
Publisher :
ISBN 13 : 9783319185347
Total Pages : pages
Book Rating : 4.1/5 (853 download)

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Book Synopsis Decision Support Systems V - Big Data Analytics for Decision Making by : Boris Delibašić

Download or read book Decision Support Systems V - Big Data Analytics for Decision Making written by Boris Delibašić and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Decision Support Systems V – Big Data Analytics for Decision Making

Author : Boris Delibašić
Publisher : Springer
ISBN 13 : 3319185330
Total Pages : 111 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Decision Support Systems V – Big Data Analytics for Decision Making by : Boris Delibašić

Download or read book Decision Support Systems V – Big Data Analytics for Decision Making written by Boris Delibašić and published by Springer. This book was released on 2015-05-18 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Decision Support, Analytics, and Business Intelligence, Third Edition

Author : Daniel Power
Publisher :
ISBN 13 : 9781637423325
Total Pages : 0 pages
Book Rating : 4.4/5 (233 download)

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Book Synopsis Decision Support, Analytics, and Business Intelligence, Third Edition by : Daniel Power

Download or read book Decision Support, Analytics, and Business Intelligence, Third Edition written by Daniel Power and published by . This book was released on 2017-06-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A data-driven, global business environment requires increasingly sophisticated decision support, analytics and business intelligence. Also, changing technologies including mobile devices and cloud computing have created new opportunities for computerized decision support and an increasing need for technology support of business decision making. Contemporary managers must know much more about information technology solutions and especially computerized decision support, data science and analytics. This book is targeted to busy managers and MBA students who want to grasp the basics of computerized decision support. Some of the topics covered include: What is a decision support system? What is "big data" and how is it useful? What is business intelligence? How can predictive analytics support decision making? What is the impact of decision support on decision making? And how can managers identify opportunities for innovative analytics and decision support? Overall the book addresses 70 major questions relevant to decision support.

Proceedings of the 1st EWG-DSS International Conference on Decision Support System Technology – ICDSST 2015

Author : Boris Delibašić
Publisher : EWG-DSS
ISBN 13 : 8676803137
Total Pages : 86 pages
Book Rating : 4.6/5 (768 download)

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Book Synopsis Proceedings of the 1st EWG-DSS International Conference on Decision Support System Technology – ICDSST 2015 by : Boris Delibašić

Download or read book Proceedings of the 1st EWG-DSS International Conference on Decision Support System Technology – ICDSST 2015 written by Boris Delibašić and published by EWG-DSS. This book was released on 2015-05-27 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reshaping Society through Analytics, Collaboration, and Decision Support

Author : Lakshmi S. Iyer
Publisher : Springer
ISBN 13 : 3319115758
Total Pages : 269 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Reshaping Society through Analytics, Collaboration, and Decision Support by : Lakshmi S. Iyer

Download or read book Reshaping Society through Analytics, Collaboration, and Decision Support written by Lakshmi S. Iyer and published by Springer. This book was released on 2014-12-04 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores emerging research and pedagogy in analytics, collaboration, and decision support with an emphasis on business intelligence and social media. In general, the chapters help understand where technology involvement in human decisions is headed. Reading the chapters can help understand the opportunities and threats associated with the use of information technology in decision making. Computing and information technologies are reshaping our global society, but they can potentially reshape it in negative as well as positive ways. Analytics, collaboration and computerized decision support are powerful decision aiding and decision making tools that have enormous potential to impact crisis decision making, regulation of financial systems, healthcare decision making and many more important decision domains. Many information technologies can potentially support, assist and even decide for human decision makers. Despite the potential, some researchers think that we know the answers to how these technologies will change society. The "Wisdom of Crowds" or "Big Data" become the topic of the day and are soon replaced with new marketing terms. In many ways, mobile technology is just another form factor to adapt decision support capabilities too and experiment with new capabilities. The cloud is a nebulous metaphor that adds to the mystery of information technology. Wireless technology enables the ubiquitous presence of analytics and decision support. With new networking capabilities, collaboration is possible anywhere and everywhere using voice, video and text. Documents can be widely shared and massive numbers of documents can be carried on a small tablet computer. Recent developments in technologies impact the processes organizations use to make decisions. In addition, academics are looking for ways to enhance their pedagogy to train students to be more adept in understanding how emerging technology will be used effectively for decision making in organizations. The chapters are based on papers originally reviewed at the Special Interest Group on Decision Support Systems (SIGDSS) Workshop at the 2013 International Conference on Information Systems (ICIS 2013). Ultimately this volume endeavors to find a balance between systematizing what we know, so we can teach our findings from prior research better, and stimulating excitement to move the field in new directions.

Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support

Author : Fatima Dargam
Publisher : Springer
ISBN 13 : 3319903152
Total Pages : 200 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support by : Fatima Dargam

Download or read book Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support written by Fatima Dargam and published by Springer. This book was released on 2018-05-15 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 4th International Conference on Decision Support Systems, ICDSST 2018, held in Heraklion, Greece, in May 2018. The main topic of this year’s conference was “Sustainable Data-Driven and Evidence Based Decision Support”. The 15 papers presented in this volume were carefully reviewed and selected from 71 submissions. They were organized in topical sections named: decision support systems for a sustainable society; decision support systems serving the public; decision support systems in management and organization; and advances in decision support systems’ technologies and methods. The EWG-DSS series of International Conference on Decision Support System Technology (ICDSST), starting with ICDSST 2015 in Belgrade, were planned to consolidate the tradition of annual events organized by the EWG-DSS in offering a platform for European and international DSS communities, comprising the academic and industrial sectors, to present state-of-the-art DSS research and developments, to discuss current challenges that surround decision-making processes, to exchange ideas about realistic and innovative solutions, and to co-develop potential business opportunities.

DSS 2.0 - Supporting Decision Making With New Technologies

Author : G.E. Phillips-Wren
Publisher : IOS Press
ISBN 13 : 1614993998
Total Pages : 604 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis DSS 2.0 - Supporting Decision Making With New Technologies by : G.E. Phillips-Wren

Download or read book DSS 2.0 - Supporting Decision Making With New Technologies written by G.E. Phillips-Wren and published by IOS Press. This book was released on 2014-05-22 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in technology have resulted in new and advanced methods to support decision-making. For example, artificial intelligence has enabled people to make better decisions hrough the use of Intelligent Decision Support Systems (DSS). Emerging research in DSS demonstrates that decision makers can operate in a more timely manner using real-time data, more accurately due to data mining and 'big data' methods, more strategically by considering a greater number of factors, more precisely and inclusively due to the availability of social networking data, and with a wider media reach with video and audio technology._x000D_ _x000D_This book presents the proceedings of the IFIP TC8/Working Group 8.3 conference held at the Université Pierre et Marie Curie in Paris, France, in June 2014. Throughout its history the conference has aimed to present the latest innovations and achievements in Decision Support Systems. This year the conference looks to the next generation with the theme of new technologies to enable DSS2.0. The topics covered include theoretical, empirical and design science research; case-based approaches in decision support systems; decision models in the real-world; healthcare information technology; decision making theory; knowledge management; knowledge and resource discovery; business intelligence; group decision support systems; collaborative decision making; analytics and ‘big data’; rich language for decision support; multimedia tools for DSS; Web 2.0 systems in decision support; context-based technologies for decision making; intelligent systems and technologies in decision support; organizational decision support; research methods in DSS 2.0; mobile DSS; competing on analytics; and social media analytics._x000D_ _x000D_ The book will be of interest to all those who develop or use Decision Support Systems. The variety of methods and applications illustrated by this international group of carefully reviewed papers should provide ideas and directions for future researchers and practitioners alike.

Business Intelligence and Analytics

Author : Ramesh Sharda
Publisher : Pearson
ISBN 13 : 9781292009209
Total Pages : 688 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Business Intelligence and Analytics by : Ramesh Sharda

Download or read book Business Intelligence and Analytics written by Ramesh Sharda and published by Pearson. This book was released on 2014-02-28 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision Support and Business Intelligence Systems provides the only comprehensive, up-to-date guide to today's revolutionary management support system technologies, and showcases how they can be used for better decision-making. The 10th edition focuses on Business Intelligence (BI) and analytics for enterprise decision support in a more streamlined book.

Business Intelligence and Analytics

Author : Ramesh Sharda
Publisher : Pearson
ISBN 13 : 9780135192016
Total Pages : 832 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Business Intelligence and Analytics by : Ramesh Sharda

Download or read book Business Intelligence and Analytics written by Ramesh Sharda and published by Pearson. This book was released on 2019-01-04 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The purpose of this book is to introduce the reader to these technologies that are generally called analytics but have been known by other names. The core technology consists of DSS, BI, and various decision-making techniques. We use these terms interchangeably"--

Encyclopedia of Decision Making and Decision Support Technologies

Author : Adam, Frederic
Publisher : IGI Global
ISBN 13 : 1599048442
Total Pages : 1019 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Encyclopedia of Decision Making and Decision Support Technologies by : Adam, Frederic

Download or read book Encyclopedia of Decision Making and Decision Support Technologies written by Adam, Frederic and published by IGI Global. This book was released on 2008-04-30 with total page 1019 pages. Available in PDF, EPUB and Kindle. Book excerpt: As effective organizational decision making is a major factor in a company's success, a comprehensive account of current available research on the core concepts of the decision support agenda is in high demand by academicians and professionals. Through 110 authoritative contributions by over 160 of the world's leading experts the Encyclopedia of Decision Making and Decision Support Technologies presents a critical mass of research on the most up-to-date research on human and computer support of managerial decision making, including discussion on support of operational, tactical, and strategic decisions, human vs. computer system support structure, individual and group decision making, and multi-criteria decision making.

Healthcare Data Analytics and Management

Author : Nilanjan Dey
Publisher : Academic Press
ISBN 13 : 0128156368
Total Pages : 340 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Healthcare Data Analytics and Management by : Nilanjan Dey

Download or read book Healthcare Data Analytics and Management written by Nilanjan Dey and published by Academic Press. This book was released on 2018-11-15 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare Data Analytics and Management help readers disseminate cutting-edge research that delivers insights into the analytic tools, opportunities, novel strategies, techniques and challenges for handling big data, data analytics and management in healthcare. As the rapidly expanding and heterogeneous nature of healthcare data poses challenges for big data analytics, this book targets researchers and bioengineers from areas of machine learning, data mining, data management, and healthcare providers, along with clinical researchers and physicians who are interested in the management and analysis of healthcare data. Covers data analysis, management and security concepts and tools in the healthcare domain Highlights electronic medical health records and patient information records Discusses the different techniques to integrate Big data and Internet-of-Things in healthcare, including machine learning and data mining Includes multidisciplinary contributions in relation to healthcare applications and challenges

Big Data

Author :
Publisher :
ISBN 13 :
Total Pages : 156 pages
Book Rating : 4.:/5 (728 download)

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Book Synopsis Big Data by :

Download or read book Big Data written by and published by . This book was released on 2011 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Decision Support Systems

Author : Daniel Power
Publisher : iUniverse
ISBN 13 : 9780595787579
Total Pages : 252 pages
Book Rating : 4.7/5 (875 download)

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Book Synopsis Decision Support Systems by : Daniel Power

Download or read book Decision Support Systems written by Daniel Power and published by iUniverse. This book was released on 2004-12-21 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision Support Systems: Frequently Asked Questions is the authoritative reference guide to computerized Decision Support Systems. Author Dan Power has spent almost 30 years building, studying and teaching others about computerized Decision Support Systems. Dr. Power is first and foremost a Decision Support evangelist and generalist. From his vantage point as editor of DSSResources.COM, he tracks a broad range of contemporary DSS topics. In this DSS FAQ, Dr. Power answers 83 frequently asked questions about computerized decision support systems. The FAQ covers a broad range of contemporary topics and the questions are organized into 8 chapters. DSS FAQ helps readers understand questions like: What is a DSS? What kind of DSS does Mr. X need? Does data modeling differ for a Data-Driven DSS? Is a Data Warehouse a DSS? Is tax preparation software an example of a DSS? What do I need to know about Data Warehousing/OLAP? What is a cost estimation DSS? What is a Spreadsheet-based DSS? Decision Support Systems: Frequently Asked Questions is a useful resource for IT specialists, students, professors and managers. It organizes important Ask Dan! questions (with answers) published in DSS News from 2000 through 2004.

Multiple Criteria Decision Making

Author : Anand J. Kulkarni
Publisher : Springer Nature
ISBN 13 : 9811674140
Total Pages : 264 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Multiple Criteria Decision Making by : Anand J. Kulkarni

Download or read book Multiple Criteria Decision Making written by Anand J. Kulkarni and published by Springer Nature. This book was released on 2022-02-14 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book discusses state-of-the-art applications and methodologies of the Multiple Criteria Decision Making (MCDM) techniques and approaches. The book focuses on critical literature, underlying principles of methods and models, solution approaches, testing and validation, real-world applications, case studies, etc. The book helps evaluate strategic decision-making through advanced MCDM and integrated approaches of AI, big data, and IoT to provide realistic and robust solutions to the current problems. The book will be a guideline to the potential MCDM researchers about the choice of approaches for dealing with the complexities and modalities. The contributions of the book help readers to explore new avenues leading towards multidisciplinary research discussions. This book will be interesting for engineers, scientists, and students studying/working in the related areas.

Decision Support Systems

Author : Daniel Power
Publisher : iUniverse
ISBN 13 : 0595339719
Total Pages : 248 pages
Book Rating : 4.5/5 (953 download)

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Book Synopsis Decision Support Systems by : Daniel Power

Download or read book Decision Support Systems written by Daniel Power and published by iUniverse. This book was released on 2004-12 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: For MIS specialists and nonspecialists alike, a comprehensive, readable, understandable guide to the concepts and applications of decision support systems.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799890244
Total Pages : 1538 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by : Management Association, Information Resources

Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Big Data Processing Using Spark in Cloud

Author : Mamta Mittal
Publisher : Springer
ISBN 13 : 9811305501
Total Pages : 275 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Big Data Processing Using Spark in Cloud by : Mamta Mittal

Download or read book Big Data Processing Using Spark in Cloud written by Mamta Mittal and published by Springer. This book was released on 2018-06-16 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book describes the emergence of big data technologies and the role of Spark in the entire big data stack. It compares Spark and Hadoop and identifies the shortcomings of Hadoop that have been overcome by Spark. The book mainly focuses on the in-depth architecture of Spark and our understanding of Spark RDDs and how RDD complements big data’s immutable nature, and solves it with lazy evaluation, cacheable and type inference. It also addresses advanced topics in Spark, starting with the basics of Scala and the core Spark framework, and exploring Spark data frames, machine learning using Mllib, graph analytics using Graph X and real-time processing with Apache Kafka, AWS Kenisis, and Azure Event Hub. It then goes on to investigate Spark using PySpark and R. Focusing on the current big data stack, the book examines the interaction with current big data tools, with Spark being the core processing layer for all types of data. The book is intended for data engineers and scientists working on massive datasets and big data technologies in the cloud. In addition to industry professionals, it is helpful for aspiring data processing professionals and students working in big data processing and cloud computing environments.