Artificial Intelligence: Concepts, Methodologies, Tools, and Applications

Artificial Intelligence: Concepts, Methodologies, Tools, and Applications PDF

Author: Management Association, Information Resources

Publisher: IGI Global

Published: 2016-12-12

Total Pages: 3048

ISBN-13: 152251760X

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Ongoing advancements in modern technology have led to significant developments in artificial intelligence. With the numerous applications available, it becomes imperative to conduct research and make further progress in this field. Artificial Intelligence: Concepts, Methodologies, Tools, and Applications provides a comprehensive overview of the latest breakthroughs and recent progress in artificial intelligence. Highlighting relevant technologies, uses, and techniques across various industries and settings, this publication is a pivotal reference source for researchers, professionals, academics, upper-level students, and practitioners interested in emerging perspectives in the field of artificial intelligence.

Policy Practice and Digital Science

Policy Practice and Digital Science PDF

Author: Marijn Janssen

Publisher: Springer

Published: 2015-06-03

Total Pages: 435

ISBN-13: 3319127845

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The explosive growth in data, computational power, and social media creates new opportunities for innovating the processes and solutions of Information and communications technology (ICT) based policy-making and research. To take advantage of these developments in the digital world, new approaches, concepts, instruments and methods are needed to navigate the societal and computational complexity. This requires extensive interdisciplinary knowledge of public administration, policy analyses, information systems, complex systems and computer science. This book provides the foundation for this new interdisciplinary field, in which various traditional disciplines are blending. Both policy makers, executors and those in charge of policy implementations acknowledge that ICT is becoming more important and is changing the policy-making process, resulting in a next generation policy-making based on ICT support. Web 2.0 and even Web 3.0 point to the specific applications of social networks, semantically enriched and linked data, whereas policy-making has also to do with the use of the vast amount of data, predictions and forecasts, and improving the outcomes of policy-making, which is confronted with an increasing complexity and uncertainty of the outcomes. The field of policy-making is changing and driven by developments like open data, computational methods for processing data, opining mining, simulation and visualization of rich data sets, all combined with public engagement, social media and participatory tools.

System Dynamics

System Dynamics PDF

Author: Bilash Kanti Bala

Publisher: Springer

Published: 2016-10-28

Total Pages: 278

ISBN-13: 9811020450

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This book covers the broad spectrum of system dynamics methodologies for the modelling and simulation of complex systems: systems thinking, causal diagrams, systems structure of stock and flow diagrams, parameter estimation and tests for confidence building in system dynamics models. It includes a comprehensive review of model validation and policy design and provides a practical presentation of system dynamics modelling. It also offers numerous worked-out examples and case studies in diverse fields using STELLA and VENSIM. The system dynamics methodologies presented here can be applied to nearly all areas of research and planning, and the simulations provided make the complicated issues more easily understandable. System Dynamics: Modelling and Simulation is an essential system dynamics and systems engineering textbook for undergraduate and graduate courses. It also offers an excellent reference guide for managers in industry and policy planners who wish to use modelling and simulation to manage complex systems more effectively, as well as researchers in the fields of modelling and simulation-based systems thinking.

Systemic Management for Intelligent Organizations

Systemic Management for Intelligent Organizations PDF

Author: Stefan N. Grösser

Publisher: Springer Science & Business Media

Published: 2012-10-17

Total Pages: 279

ISBN-13: 3642292445

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​The last two decades increasingly have challenged the field of management by confronting it with rapidly growing levels of dynamism, inter-connectedness, and complexity. Systems-based management approaches, their promise already proven, offer great potentials for influencing and coping with this development. This collection of essays offers ideas and exemplary case studies from experts in systemic management, organiza-tional cybernetics, and system dynamics for meeting the challenges in so-cio-economic systems. This book was compiled to honor the academic achievement of Markus Schwaninger, a leading protagonist in developing the field of systemic management and organizational cybernetics. His stature in the field is demonstrated in the forewords by Raul Espejo and John Sterman. The efforts of 18 researchers and practitioners, all closely related to Markus Schwaninger, offer conceptual and empirical approaches that will allow managers and advanced students of the management profession to analyze, understand, and design intelligent organizations. The book weaves its content from both theory and practice and offers hints for improving a variety of organizations, both private and public, profit and non-profit, and large and small.​

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