Cognition Driven Decision Support For Business Intelligence

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Cognition-Driven Decision Support for Business Intelligence

Author : Li Niu
Publisher : Springer Science & Business Media
ISBN 13 : 3642032079
Total Pages : 240 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Cognition-Driven Decision Support for Business Intelligence by : Li Niu

Download or read book Cognition-Driven Decision Support for Business Intelligence written by Li Niu and published by Springer Science & Business Media. This book was released on 2009-09-14 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognition-driven decision support system (DSS) has been recognized as a paradigm in the research and development of business intelligence (BI). Cognitive decision support aims to help managers in their decision making from human cognitive aspects, such as thinking, sensing, understanding and predicting, and fully reuse their experience. Among these cognitive aspects, decision makers’ situation awareness (SA) and mental models are considered to be two important prerequisites for decision making, particularly in ill-structured and dynamic decision situations with uncertainties, time pressure and high personal stake. In today’s business domain, decision making is becoming increasingly complex. To make a successful decision, managers’ SA about their business environments becomes a critical factor. This book presents theoretical models as well practical techniques of cognitiondriven DSS. It first introduces some important concepts of cognition orientation in decision making process and some techniques in related research areas including DSS, data warehouse and BI, offering readers a preliminary for moving forward in this book. It then proposes a cognition-driven decision process (CDDP) model which incorporates SA and experience (mental models) as its central components. The goal of the CDDP model is to facilitate cognitive decision support to managers on the basis of BI systems. It also presents relevant techniques developed to support the implementation of the CDDP model in a BI environment. Key issues addressed of a typical business decision cycle in the CDDP model include: natural language interface for a manager’s SA input, extraction of SA semantics, construction of data warehouse queries based on the manger’s SA and experience, situation information retrieval from data warehouse, how the manager perceives situation information and update SA, how the manager’s SA leads to a final decision. Finally, a cognition-driven DSS, FACETS, and two illustrative applications of this system are discussed.

Intelligent Decision and Policy Making Support Systems

Author : Da Ruan
Publisher : Springer Science & Business Media
ISBN 13 : 3540783067
Total Pages : 320 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Intelligent Decision and Policy Making Support Systems by : Da Ruan

Download or read book Intelligent Decision and Policy Making Support Systems written by Da Ruan and published by Springer Science & Business Media. This book was released on 2008-04-24 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book reports recent research results and provides a state-of-the-art on intelligent decision support systems applications, lessons learned and future research directions. The book covers a balanced mixture of theory and practice, including new methods and developments of intelligent decision support systems applications in Society and Policy Support. Its main objective is to gather a peer-reviewed collection of high quality contributions in the relevant topic areas.

Evidence-Based Decision-Making

Author : Andrew D. Banasiewicz
Publisher : Routledge
ISBN 13 : 1351050052
Total Pages : 270 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Evidence-Based Decision-Making by : Andrew D. Banasiewicz

Download or read book Evidence-Based Decision-Making written by Andrew D. Banasiewicz and published by Routledge. This book was released on 2019-03-04 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evidence-Based Decision-Making: How to Leverage Available Data and Avoid Cognitive Biases examines how a wide range of factual evidence, primarily derived from a variety of data available to organizations, can be used to improve the quality of business decision-making, by helping decision makers circumvent the various cognitive biases that adversely impact how we all think. The book is built on the following premise: During the past decade, the new ‘data world’ emerged, in which the rush to develop competencies around business analytics and data science can be characterized as nothing less than the new commercial arms race. The ever-expanding volume and variety of data are well known, as are the great advances in data processing/analytics, data visualization, and related information production-focused capabilities. Yet, comparatively little effort has been devoted to how the informational products of business analytics and data science are ‘consumed’ or used in the organizational decision-making processes, as the available evidence shows that only some of that information is used to drive some business decisions some of the time. Evidence-Based Decision-Making details an explicit process describing how the universe of available and applicable evidence, which includes organizational and other data, industry benchmarks, scientific studies, and professional experience, can be assessed, amalgamated, and funneled into an objective driver of key business decisions. Introducing key concepts in relation to data and evidence, and the history of evidence-based management, this new and extremely topical book will be essential reading for researchers and students of data analytics as well as those working in the private and public sectors, and in the voluntary sector.

Digital Transformation, Strategic Resilience, Cyber Security and Risk Management

Author : Kiran Sood
Publisher : Emerald Group Publishing
ISBN 13 : 1837970106
Total Pages : 195 pages
Book Rating : 4.8/5 (379 download)

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Book Synopsis Digital Transformation, Strategic Resilience, Cyber Security and Risk Management by : Kiran Sood

Download or read book Digital Transformation, Strategic Resilience, Cyber Security and Risk Management written by Kiran Sood and published by Emerald Group Publishing. This book was released on 2023-09-28 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary Studies in Economic and Financial Analysis publishes a series of current and relevant themed volumes within the fields of economics and finance.

Applying Business Intelligence Initiatives in Healthcare and Organizational Settings

Author : Miah, Shah J.
Publisher : IGI Global
ISBN 13 : 1522557199
Total Pages : 384 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Applying Business Intelligence Initiatives in Healthcare and Organizational Settings by : Miah, Shah J.

Download or read book Applying Business Intelligence Initiatives in Healthcare and Organizational Settings written by Miah, Shah J. and published by IGI Global. This book was released on 2018-07-13 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data analysis is an important part of modern business administration, as efficient compilation of information allows managers and business leaders to make the best decisions for the financial solvency of their organizations. Understanding the use of analytics, reporting, and data mining in everyday business environments is imperative to the success of modern businesses. Applying Business Intelligence Initiatives in Healthcare and Organizational Settings incorporates emerging concepts, methods, models, and relevant applications of business intelligence systems within problem contexts of healthcare and other organizational boundaries. Featuring coverage on a broad range of topics such as rise of embedded analytics, competitive advantage, and strategic capability, this book is ideally designed for business analysts, investors, corporate managers, and entrepreneurs seeking to advance their understanding and practice of business intelligence.

On the Move to Meaningful Internet Systems: OTM 2013 Conferences

Author : Robert Meersman
Publisher : Springer
ISBN 13 : 3642410308
Total Pages : 775 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis On the Move to Meaningful Internet Systems: OTM 2013 Conferences by : Robert Meersman

Download or read book On the Move to Meaningful Internet Systems: OTM 2013 Conferences written by Robert Meersman and published by Springer. This book was released on 2013-09-20 with total page 775 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the confederated international conferences: Cooperative Information Systems (CoopIS 2013), Distributed Objects and Applications (DOA-Trusted Cloud 2013), and Ontologies, Data Bases and Applications of SEmantics (ODBASE 2013) held as part of OTM 2013 in September 2013 in Graz, Austria. The 47 revised full papers presented together with 6 short papers and 5 keynotes were carefully reviewed and selected from a total of 137 submissions. The papers are organized in topical sections on business process management; process modelling; service management; social networking; models and schemas; technical advances in cloud computing; towards trusted cloud computing; privacy for the cloud; querying and mining semantic information; semantic matching and mapping; semantic information management; semantics in use.

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.

Neural Information Processing

Author : Tingwen Huang
Publisher : Springer
ISBN 13 : 364234481X
Total Pages : 712 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Neural Information Processing by : Tingwen Huang

Download or read book Neural Information Processing written by Tingwen Huang and published by Springer. This book was released on 2012-11-05 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis.

Encyclopedia of Data Science and Machine Learning

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1799892212
Total Pages : 3296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Encyclopedia of Data Science and Machine Learning by : Wang, John

Download or read book Encyclopedia of Data Science and Machine Learning written by Wang, John and published by IGI Global. This book was released on 2023-01-20 with total page 3296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Research Anthology on Small Business Strategies for Success and Survival

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799891569
Total Pages : 1496 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Small Business Strategies for Success and Survival by : Management Association, Information Resources

Download or read book Research Anthology on Small Business Strategies for Success and Survival written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-06-25 with total page 1496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Running a small business provides opportunity for greater success, increased growth, and potentially the chance to move to the global business arena, yet also much more risk. Small businesses not only have less employment, but also less annual revenue than a regular-sized business. With the growth of large corporations and chain businesses, it has become harder to maintain the survival of a small business. The COVID-19 pandemic has also brought more pressure onto the already unsteady survival of small businesses, due to forced closures, decreased agility, fewer technological innovations, and smaller customer bases. The Research Anthology on Small Business Strategies for Success and Survival offers current strategies for small businesses that can be utilized in order to maintain equal footing during challenging times. With the proper strategies available to small business owners, small businesses could not only survive, but also excel despite the environment that surrounds them. Covering topics including decision management, new supportive technologies, sustainable development, and micro-financing, this text is ideal for small business owners, entrepreneurs, startup companies, family-owned and operated businesses, restaurateurs, local retailers, managers, executives, academicians, researchers, and students.

Handbook on Decision Making

Author : Jie Lu
Publisher : Springer Science & Business Media
ISBN 13 : 3642257550
Total Pages : 454 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Handbook on Decision Making by : Jie Lu

Download or read book Handbook on Decision Making written by Jie Lu and published by Springer Science & Business Media. This book was released on 2012-03-15 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative theories, methodologies, and techniques in the field of risk management and decision making. It introduces new research developments and provides a comprehensive image of their potential applications to readers interested in the area. The collection includes: computational intelligence applications in decision making, multi-criteria decision making under risk, risk modelling,forecasting and evaluation, public security and community safety, risk management in supply chain and other business decision making, political risk management and disaster response systems. The book is directed to academic and applied researchers working on risk management, decision making, and management information systems.

Human-Centric Decision-Making Models for Social Sciences

Author : Peijun Guo
Publisher : Springer
ISBN 13 : 3642393071
Total Pages : 418 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Human-Centric Decision-Making Models for Social Sciences by : Peijun Guo

Download or read book Human-Centric Decision-Making Models for Social Sciences written by Peijun Guo and published by Springer. This book was released on 2013-11-01 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume delivers a wealth of effective methods to deal with various types of uncertainty inherently existing in human-centric decision problems. It elaborates on comprehensive decision frameworks to handle different decision scenarios, which help use effectively the explicit and tacit knowledge and intuition, model perceptions and preferences in a more human-oriented style. The book presents original approaches and delivers new results on fundamentals and applications related to human-centered decision making approaches to business, economics and social systems. Individual chapters cover multi-criteria (multiattribute) decision making, decision making with prospect theory, decision making with incomplete probabilistic information, granular models of decision making and decision making realized with the use of non-additive measures. New emerging decision theories being presented as along with a wide spectrum of ongoing research make the book valuable to all interested in the field of advanced decision-making. The volume, self-contained in its nature, offers a systematic exposure to the concepts, design methodologies, and detailed algorithms. A prudent balance between the theoretical studies and applications makes the material suitable for researchers and graduate students in information, computer sciences, psychology, cognitive science, economics, system engineering, operation research and management science, risk management, public and social policy.

Multi-Level Decision Making

Author : Guangquan Zhang
Publisher : Springer
ISBN 13 : 3662460599
Total Pages : 377 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Multi-Level Decision Making by : Guangquan Zhang

Download or read book Multi-Level Decision Making written by Guangquan Zhang and published by Springer. This book was released on 2015-02-07 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph presents new developments in multi-level decision-making theory, technique and method in both modeling and solution issues. It especially presents how a decision support system can support managers in reaching a solution to a multi-level decision problem in practice. This monograph combines decision theories, methods, algorithms and applications effectively. It discusses in detail the models and solution algorithms of each issue of bi-level and tri-level decision-making, such as multi-leaders, multi-followers, multi-objectives, rule-set-based, and fuzzy parameters. Potential readers include organizational managers and practicing professionals, who can use the methods and software provided to solve their real decision problems; PhD students and researchers in the areas of bi-level and multi-level decision-making and decision support systems; students at an advanced undergraduate, master’s level in information systems, business administration, or the application of computer science.

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.

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
ISBN 13 : 3030682919
Total Pages : 515 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough by : Vinit Kumar Gunjan

Download or read book Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2021-04-26 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions for a wide scope of tasks between handheld apps, industrial process control, autonomous vehicles, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The chapters in this book focus on readers interested in machine learning, cognitive and neuro-inspired computational systems – theories, mechanisms, and architecture, which underline human and animal behaviour, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions to applications of machine learning and cognitive science such as healthcare products, medical electronics, and gaming. Overall, this book provides valuable information on effective, cutting-edge techniques and approaches for students, researchers, practitioners, and academicians working in the field of AI, neural network, machine learning, and cognitive science. Furthermore, the purpose of this book is to address the interests of a broad spectrum of practitioners, students, and researchers, who are interested in applying machine learning and cognitive science methods in their respective domains.

Start-Ups and SMEs: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 179981761X
Total Pages : 1687 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Start-Ups and SMEs: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Start-Ups and SMEs: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-01-03 with total page 1687 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smaller companies are abundant in the business realm and outnumber large companies by a wide margin. To maintain a competitive edge against other businesses, companies must ensure the most effective strategies and procedures are in place. This is particularly critical in smaller business environments that have fewer resources. Start-Ups and SMEs: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines the strategies and concepts that will assist small and medium-sized enterprises to achieve competitiveness. It also explores the latest advances and developments for creating a system of shared values and beliefs in small business environments. Highlighting a range of topics such as entrepreneurship, innovative behavior, and organizational sustainability, this multi-volume book is ideally designed for entrepreneurs, business managers, executives, managing directors, academicians, business professionals, researchers, and graduate-level students.

Towards Intelligent Engineering and Information Technology

Author : Imre J. Rudas
Publisher : Springer Science & Business Media
ISBN 13 : 3642037364
Total Pages : 719 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Towards Intelligent Engineering and Information Technology by : Imre J. Rudas

Download or read book Towards Intelligent Engineering and Information Technology written by Imre J. Rudas and published by Springer Science & Business Media. This book was released on 2009-08-18 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state of the art of computational intelligence ion engineering. It offers challenging problems for efficient modeling of intelligent systems and details different methodologies of computational intelligence with real life applications.