A System Oriented Analysis Of Team Decision Making In Data Rich Environments

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A System-oriented Analysis of Team Decision Making in Data Rich Environments

Author : Shirish K. Nilekar
Publisher :
ISBN 13 :
Total Pages : 80 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis A System-oriented Analysis of Team Decision Making in Data Rich Environments by : Shirish K. Nilekar

Download or read book A System-oriented Analysis of Team Decision Making in Data Rich Environments written by Shirish K. Nilekar and published by . This book was released on 2013 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: The information processing view of organizations [1] and subsequent works highlight the primary role of information processing in the effective functioning of markets and organizations. With the current wave of "big data" and related technologies, data-oriented decision making is being widely discussed [2] as a means of using this vast amount of available data for better decisions which can lead to improved business results. The focus of many of these studies is at the organization level. However, decisions are made by teams of individuals and this is a complex socio-technical process. The quality of a decision depends on many factors including technical capabilities for data analysis and human factors like team dynamics, cognitive capabilities of the individuals and the team. In this thesis, we developed a systems theory based framework for decision making and identified four socio technical factors viz., data analytics, data sensing, power distribution, and conflict level which affect the quality of decisions made by teams. We then conducted "thought experiments" to investigate the relative contribution of each of these factors to the quality of decisions. Our experiments and subsequent analyses show that while improved data analytics does result in better decisions, human factors have an out-sized contribution to the quality of decisions, even in data rich environments. Moreover, when the human factors in a team improve, the predictability of the positive impacts due to improvements in technical capabilities of the team also increases.

Organizational Data Mining

Author : Hamid R. Nemati
Publisher : IGI Global
ISBN 13 : 1591401356
Total Pages : 371 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Organizational Data Mining by : Hamid R. Nemati

Download or read book Organizational Data Mining written by Hamid R. Nemati and published by IGI Global. This book was released on 2004-01-01 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mountains of business data are piling up in organizations every day. These organizations collect data from multiple sources, both internal and external. These sources include legacy systems, customer relationship management and enterprise resource planning applications, online and e-commerce systems, government organizations and business suppliers and partners. A recent study from the University of California at Berkeley found the amount of data organizations collect and store in enterprise databases doubles every year, and slightly more than half of this data will consist of "reference information," which is the kind of information strategic business applications and decision support systems demand (Kestelyn, 2002). Terabyte-sized (1,000 megabytes) databases are commonplace in organizations today, and this enormous growth will make petabyte-sized databases (1,000 terabytes) a reality within the next few years (Whiting, 2002). By 2004 the Gartner Group estimates worldwide data volumes will be 30 times those of 1999, which translates into more data having been produced in the last 30 years than during the previous 5,000 (Wurman, 1989).

Collaboration in a Data-Rich World

Author : Luis M. Camarinha-Matos
Publisher : Springer
ISBN 13 : 331965151X
Total Pages : 764 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Collaboration in a Data-Rich World by : Luis M. Camarinha-Matos

Download or read book Collaboration in a Data-Rich World written by Luis M. Camarinha-Matos and published by Springer. This book was released on 2017-09-06 with total page 764 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, held in Vicenza, Italy, in September 2017. The 68 revised full papers were carefully reviewed and selected from 159 submissions. They provide a comprehensive overview of identified challenges and recent advances in various collaborative network (CN) domains and their applications, with a strong focus on the following areas: collaborative models, platforms and systems for data-rich worlds; manufacturing ecosystem and collaboration in Industry 4.0; big data analytics and intelligence; risk, performance, and uncertainty in collaborative data-rich systems; semantic data/service discovery, retrieval, and composition in a collaborative data-rich world; trust and sustainability analysis in collaborative networks; value creation and social impact of collaboration in data-rich worlds; technology development platforms supporting collaborative systems; collective intelligence and collaboration in advanced/emerging applications: collaborative manufacturing and factories of the future, e-health and care, food and agribusiness, and crisis/disaster management.

An Executive's Guide to Information Technology

Author : Robert Plant
Publisher : Cambridge University Press
ISBN 13 : 1139463934
Total Pages : 363 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis An Executive's Guide to Information Technology by : Robert Plant

Download or read book An Executive's Guide to Information Technology written by Robert Plant and published by Cambridge University Press. This book was released on 2007-05-17 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assessing the most valuable technology for an organization is becoming a growing challenge for business professionals confronted with an expanding array of options. This 2007 book is an A-Z compendium of technological terms written for the non-technical executive, allowing quick identification of what the term is and why it is significant. This is more than a dictionary - it is a concise review of the most important aspects of information technology from a business perspective: the major advantages, disadvantages and business value propositions of each term are discussed, as well as sources for further reading, and cross-referencing with other terms where applicable. The essential elements of each concept are covered in a succinct manner so the reader can quickly obtain the required knowledge without wading through exhaustive descriptions. With over 200 terms, this is a valuable reference for non- and semi-technical managers, executives and graduate students in business and technology management.

An Application Science for Multi-Agent Systems

Author : Thomas A. Wagner
Publisher : Springer Science & Business Media
ISBN 13 : 1402078684
Total Pages : 251 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis An Application Science for Multi-Agent Systems by : Thomas A. Wagner

Download or read book An Application Science for Multi-Agent Systems written by Thomas A. Wagner and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Application Science For Multi-Agent Systems addresses the complexity of choosing which multi-agent control technologies are appropriate for a given problem domain or a given application. Without such knowledge, when faced with a new application domain, agent developers must rely on past experience and intuition to determine whether a multi-agent system is the right approach, and if so, how to structure the agents, how to decompose the problem, and how to coordinate the activities of the agents, and so forth. This unique collection of contributions, written by leading international researchers in the agent community, provides valuable insight into the issues of deciding which technique to apply and when it is appropriate to use them. The contributions also discuss potential trade-offs or caveats involved with each decision. An Application Science For Multi-Agent Systems is an excellent reference for anyone involved in developing multi-agent systems.

Signal

Author :
Publisher :
ISBN 13 :
Total Pages : 700 pages
Book Rating : 4.U/5 (183 download)

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Book Synopsis Signal by :

Download or read book Signal written by and published by . This book was released on 2005 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Monitoring Technologies in Acute Care Environments

Author : Jesse M. Ehrenfeld
Publisher : Springer Science & Business Media
ISBN 13 : 1461485576
Total Pages : 418 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Monitoring Technologies in Acute Care Environments by : Jesse M. Ehrenfeld

Download or read book Monitoring Technologies in Acute Care Environments written by Jesse M. Ehrenfeld and published by Springer Science & Business Media. This book was released on 2013-11-26 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an introduction to the patient monitoring technologies that are used in today’s acute care environments, including the operating room, recovery room, emergency department, intensive care unit, and telemetry floor. To a significant extent, day-to-day medical decision-making relies on the information provided by these technologies, yet how they actually work is not always addressed during education and training. The editors and contributors are world-renowned experts who specialize in developing, refining, and testing the technology that makes modern-day clinical monitoring possible. Their aim in creating the book is to bridge the gap between clinical training and clinical practice with an easy to use and up-to-date guide. · How monitoring works in a variety of acute care settings · For any healthcare professional working in an acute care environment · How to apply theoretical knowledge to real patient situations · Hemodynamic, respiratory, neuro-, metabolic, and other forms of monitoring · Information technologies in the acute care setting · New and future technologies

Service-oriented Design of Environmental Information Systems

Author : Thomas Usländer
Publisher : KIT Scientific Publishing
ISBN 13 : 3866444990
Total Pages : 260 pages
Book Rating : 4.8/5 (664 download)

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Book Synopsis Service-oriented Design of Environmental Information Systems by : Thomas Usländer

Download or read book Service-oriented Design of Environmental Information Systems written by Thomas Usländer and published by KIT Scientific Publishing. This book was released on 2010 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Service-orientation has an increasing impact upon the design process and the architecture of environmental information systems. This thesis specifies the SERVUS design methodology for geospatial applications based upon standards of the Open Geospatial Consortium. SERVUS guides the system architect to rephrase use case requirements as a network of semantically-annotated requested resources and to iteratively match them with offered resources that mirror the capabilities of existing services.

MEDINFO 2001

Author : Vimla L. Patel
Publisher : IOS Press
ISBN 13 : 9781586031947
Total Pages : 724 pages
Book Rating : 4.0/5 (319 download)

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Book Synopsis MEDINFO 2001 by : Vimla L. Patel

Download or read book MEDINFO 2001 written by Vimla L. Patel and published by IOS Press. This book was released on 2001 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technological infrastructure - Standards for interworking - Human-computer interaction - Knowledge representation - Information management - Decision support - Electronic patient records - Health information systems - Patient care aspects/telematics.

Real-time Linked Dataspaces

Author : Edward Curry
Publisher : Springer Nature
ISBN 13 : 3030296652
Total Pages : 325 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Real-time Linked Dataspaces by : Edward Curry

Download or read book Real-time Linked Dataspaces written by Edward Curry and published by Springer Nature. This book was released on 2019-11-18 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the dataspace paradigm as a best-effort approach to data management within data ecosystems. It establishes the theoretical foundations and principles of real-time linked dataspaces as a data platform for intelligent systems. The book introduces a set of specialized best-effort techniques and models to enable loose administrative proximity and semantic integration for managing and processing events and streams. The book is divided into five major parts: Part I “Fundamentals and Concepts” details the motivation behind and core concepts of real-time linked dataspaces, and establishes the need to evolve data management techniques in order to meet the challenges of enabling data ecosystems for intelligent systems within smart environments. Further, it explains the fundamental concepts of dataspaces and the need for specialization in the processing of dynamic real-time data. Part II “Data Support Services” explores the design and evaluation of critical services, including catalog, entity management, query and search, data service discovery, and human-in-the-loop. In turn, Part III “Stream and Event Processing Services” addresses the design and evaluation of the specialized techniques created for real-time support services including complex event processing, event service composition, stream dissemination, stream matching, and approximate semantic matching. Part IV “Intelligent Systems and Applications” explores the use of real-time linked dataspaces within real-world smart environments. In closing, Part V “Future Directions” outlines future research challenges for dataspaces, data ecosystems, and intelligent systems. Readers will gain a detailed understanding of how the dataspace paradigm is now being used to enable data ecosystems for intelligent systems within smart environments. The book covers the fundamental theory, the creation of new techniques needed for support services, and lessons learned from real-world intelligent systems and applications focused on sustainability. Accordingly, it will benefit not only researchers and graduate students in the fields of data management, big data, and IoT, but also professionals who need to create advanced data management platforms for intelligent systems, smart environments, and data ecosystems.

Handbook of Human Factors and Ergonomics

Author : Gavriel Salvendy
Publisher : John Wiley & Sons
ISBN 13 : 0470528389
Total Pages : 1754 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Handbook of Human Factors and Ergonomics by : Gavriel Salvendy

Download or read book Handbook of Human Factors and Ergonomics written by Gavriel Salvendy and published by John Wiley & Sons. This book was released on 2012-03-13 with total page 1754 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourth edition of the Handbook of Human Factors and Ergonomics has been completely revised and updated. This includes all existing third edition chapters plus new chapters written to cover new areas. These include the following subjects: Managing low-back disorder risk in the workplace Online interactivity Neuroergonomics Office ergonomics Social networking HF&E in motor vehicle transportation User requirements Human factors and ergonomics in aviation Human factors in ambient intelligent environments As with the earlier editions, the main purpose of this handbook is to serve the needs of the human factors and ergonomics researchers, practitioners, and graduate students. Each chapter has a strong theory and scientific base, but is heavily focused on real world applications. As such, a significant number of case studies, examples, figures, and tables are included to aid in the understanding and application of the material covered.

Adaptive Instructional Systems

Author : Robert A. Sottilare
Publisher : Springer Nature
ISBN 13 : 3030507882
Total Pages : 582 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Adaptive Instructional Systems by : Robert A. Sottilare

Download or read book Adaptive Instructional Systems written by Robert A. Sottilare and published by Springer Nature. This book was released on 2020-07-10 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the Second International Conference on Adaptive Instructional Systems, AIS 2020, which was due to be held in July 2020 as part of HCI International 2020 in Copenhagen, Denmark. The conference was held virtually due to the COVID-19 pandemic. A total of 1439 papers and 238 posters have been accepted for publication in the HCII 2020 proceedings from a total of 6326 submissions. The 41 papers presented in this volume were organized in topical sections as follows: designing and developing adaptive instructional systems; learner modelling and methods of adaptation; evaluating the effectiveness of adaptive instructional systems. Chapter "Exploring Video Engagement in an Intelligent Tutoring System" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. Chapters “An Ambient and Pervasive Personalized Learning Ecosystem: “Smart Learning” in the Age of the Internet of Things“ and “Exploring Video Engagement in an Intelligent Tutoring System" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

The Pioneering Applications of Generative AI

Author : Kumar, Raghvendra
Publisher : IGI Global
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis The Pioneering Applications of Generative AI by : Kumar, Raghvendra

Download or read book The Pioneering Applications of Generative AI written by Kumar, Raghvendra and published by IGI Global. This book was released on 2024-07-17 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating generative artificial intelligence (AI) into art, design, and media presents a double-edged sword. While it offers unprecedented creative possibilities, it raises ethical concerns, challenges traditional workflows, and requires careful regulation. As AI becomes more prevalent in these fields, there is a pressing need for a comprehensive resource that explores the technology's potential and navigates the complex landscape of its implications. The Pioneering Applications of Generative AI is a pioneering book that addresses these challenges head-on. It provides a deep dive into the evolution, ethical considerations, core technologies, and creative applications of generative AI, offering readers a thorough understanding of this transformative technology. Researchers, academicians, scientists, and research scholars will find this book invaluable in navigating the complexities of generative AI in art, design, and media. With its focus on ethical and responsible AI and discussions on regulatory frameworks, the book equips readers with the knowledge and tools needed to harness the full potential of generative AI while ensuring its responsible and ethical use.

Foundations of Augmented Cognition. Advancing Human Performance and Decision-Making through Adaptive Systems

Author : Dylan D. Schmorrow
Publisher : Springer
ISBN 13 : 3319075276
Total Pages : 385 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Foundations of Augmented Cognition. Advancing Human Performance and Decision-Making through Adaptive Systems by : Dylan D. Schmorrow

Download or read book Foundations of Augmented Cognition. Advancing Human Performance and Decision-Making through Adaptive Systems written by Dylan D. Schmorrow and published by Springer. This book was released on 2014-06-07 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 8th International Conference on the Foundations of Augmented Cognition, AC 2014, held as part of HCI International 2014 which took place in Heraklion, Crete, Greece, in June 2014 and incorporated 14 conferences which similar thematic areas. HCII 2014 received a total of 4766 submissions, of which 1476 papers and 220 posters were accepted for publication after a careful reviewing process. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The 34 papers presented in the AC 2014 proceedings are organized in topical sections named: emotional and cognitive issues in augmented cognition; machine learning for augmented cognition; augmented cognition for learning and training and augmented cognition for health and rehabilitation.

Marketing Management Support Systems

Author : Berend Wierenga
Publisher : Springer Science & Business Media
ISBN 13 : 1461545951
Total Pages : 349 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Marketing Management Support Systems by : Berend Wierenga

Download or read book Marketing Management Support Systems written by Berend Wierenga and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing management support systems are designed to make marketing managers more effective decision makers in this electronic era. Developments in information technology have caused a marketing data explosion, but have also provided a powerful set of tools that can transform this data into applicable marketing knowledge. Consequently, companies are making major investments in such marketing decision aids. This book is the first comprehensive, systematic textbook on marketing management support systems. The basic issue is the question of how to determine the most effective type of support for a given marketing decision maker in a particular decision situation. The book takes a demand-oriented approach. Decision aids for marketing managers can only be effective if they match with the thinking and reasoning process of the decision makers who use them. Consequently, the important questions addressed in this book are: how do marketing managers make decisions; how can marketing management support systems help to overcome several (cognitive) limitations of human decision makers; and what is the most appropriate type of management support system for assisting the problem-solving methods employed by a marketing decision-maker?

Principles of Engineering Management

Author : Jishan He
Publisher : Springer Nature
ISBN 13 : 9819911680
Total Pages : 573 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Principles of Engineering Management by : Jishan He

Download or read book Principles of Engineering Management written by Jishan He and published by Springer Nature. This book was released on 2023-10-22 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of engineering management, giving readers a complete picture of this research field. Following an introduction, the book explores: • Engineering Management Ontology • Engineering Management Epistemology • Engineering Management Methodology • Engineering Management Decision Theory • Engineering Management Organization Theory • Engineering Management Value Theory • Engineering Management Innovation Theory • Engineering Management Environment Theory • Engineering Management Humanities • Engineering Management Ethics Theory The book includes case studies that demonstrate how various concepts can be practically applied to resolve real-world problems. The book is a valuable read for professionals of engineering management, management and systems engineering.

Database Technologies: Concepts, Methodologies, Tools, and Applications

Author : Erickson, John
Publisher : IGI Global
ISBN 13 : 1605660590
Total Pages : 2962 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Database Technologies: Concepts, Methodologies, Tools, and Applications by : Erickson, John

Download or read book Database Technologies: Concepts, Methodologies, Tools, and Applications written by Erickson, John and published by IGI Global. This book was released on 2009-02-28 with total page 2962 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference expands the field of database technologies through four-volumes of in-depth, advanced research articles from nearly 300 of the world's leading professionals"--Provided by publisher.