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New Paradigm in Decision Science and Management by Srikanta Patnaik,Andrew W. H. Ip,Madjid Tavana,Vipul Jain Pdf
This book discusses an emerging area in computer science, IT and management, i.e., decision sciences and management. It includes studies that employ various computing techniques like machine learning to generate insights from huge amounts of available data; and which explore decision-making for cross-platforms that contain heterogeneous data associated with complex assets; leadership; and team coordination. It also reveals the advantages of using decision sciences with management-oriented problems. The book includes a selection of the best papers presented at the International Conference on Decision Science and Management 2018 (ICDSM 2018), held at the Interscience Institute of Management and Technology (IIMT), Bhubaneswar, India.
Advances in Decision Science and Management by Taosheng Wang,Srikanta Patnaik,Andrew W.H. Ip,Madjid Tavana Pdf
This book discusses an emerging area in computer science, IT, and management, i.e., decision sciences and management. It includes studies that employ various computing techniques like machine learning to generate insights from huge amounts of available data; and which explore decision making for cross-platforms that contain heterogeneous data associated with complex assets; leadership; and team coordination. It also reveals the advantages of using decision sciences with management-oriented problems. The book includes a selection of the best papers presented at the Third International Conference on Decision Science and Management 2021 (ICDSM 2021), held at Hang Seng University of Hong Kong in China.
Encyclopedia of Data Science and Machine Learning by Wang, John Pdf
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.
Sustainability, Big Data, and Corporate Social Responsibility by Mohammed El Amine Abdelli,Nadia Mansour,Atilla Akbaba,Enric Serradell-Lopez Pdf
This book aims to provide theoretical and empirical frameworks and highlights the challenges and solutions with using Big Data for Corporate Social Responsibility (CSR) and Sustainability in the field of digital transformation and tourism. Sustainability, Big Data, and Corporate Social Responsibility: Evidence from the Tourism Industry offers a theoretical and empirical framework in the field of digital transformation and applies it to the tourism sector. It discusses Big Data used with CSR and sustainability for the improvement of innovation and highlights the challenges and prospects. It presents a modern insight and approach for use by decision-makers as an application to solve various problems and explores how data collection can shed light on consumer behavior making it possible to account for existing situations and plan for the future. This book is intended to provide a modern insight for researcher, students, professionals, and decision-makers on the application of Big Data to improve CSR and sustainability in the tourism sector.
Strategic Management, Decision Theory, and Decision Science by Bikas Kumar Sinha,Srijib Bhusan Bagchi Pdf
This book contains international perspectives that unifies the themes of strategic management, decision theory, and data science. It contains thought-provoking presentations of case studies backed by adequate analysis adding significance to the discussions. Most of the decision-making models in use do take due advantage of collection and processing of relevant data using appropriate analytics oriented to provide inputs into effective decision-making. The book showcases applications in diverse fields including banking and insurance, portfolio management, inventory analysis, performance assessment of comparable economic agents, managing utilities in a health-care facility, reducing traffic snarls on highways, monitoring achievement of some of the sustainable development goals in a country or state, and similar other areas that showcase policy implications. It holds immense value for researchers as well as professionals responsible for organizational decisions.
The Future of Human Resource Management by Mike Losey,Sue Meisinger,Dave Ulrich Pdf
Sixty-three stellar academics, consultants, and practitioners look at the future of human resources The follow-up to the bestselling Tomorrow's HR Management (978-0-471-19714-0), this book presents an international panel of expert contributors who offer their views on the state of HR and what to expect in the future. Topics covered include HR as a decision science, understanding and managing people, creating and adapting organizational culture, the effects of globalization, collaborative ventures, and investing in the next generation. Like its bestselling predecessor before it, The Future of Human Resource Management offers the very best thinking on the future of HR from the most respected leaders in the field.
Author : Louis Anthony Cox, Jr. Publisher : John Wiley & Sons Page : 328 pages File Size : 52,9 Mb Release : 2015-02-18 Category : Business & Economics ISBN : 9781118938904
Breakthroughs in Decision Science and Risk Analysis by Louis Anthony Cox, Jr. Pdf
Discover recent powerful advances in the theory, methods, and applications of decision and risk analysis Focusing on modern advances and innovations in the field of decision analysis (DA), Breakthroughs in Decision Science and Risk Analysis presents theories and methods for making, improving, and learning from significant practical decisions. The book explains these new methods and important applications in an accessible and stimulating style for readers from multiple backgrounds, including psychology, economics, statistics, engineering, risk analysis, operations research, and management science. Highlighting topics not conventionally found in DA textbooks, the book illustrates genuine advances in practical decision science, including developments and trends that depart from, or break with, the standard axiomatic DA paradigm in fundamental and useful ways. The book features methods for coping with realistic decision-making challenges such as online adaptive learning algorithms, innovations in robust decision-making, and the use of a variety of models to explain available data and recommend actions. In addition, the book illustrates how these techniques can be applied to dramatically improve risk management decisions. Breakthroughs in Decision Science and Risk Analysis also includes: An emphasis on new approaches rather than only classical and traditional ideas Discussions of how decision and risk analysis can be applied to improve high-stakes policy and management decisions Coverage of the potential value and realism of decision science within applications in financial, health, safety, environmental, business, engineering, and security risk management Innovative methods for deciding what actions to take when decision problems are not completely known or described or when useful probabilities cannot be specified Recent breakthroughs in the psychology and brain science of risky decisions, mathematical foundations and techniques, and integration with learning and pattern recognition methods from computational intelligence Breakthroughs in Decision Science and Risk Analysis is an ideal reference for researchers, consultants, and practitioners in the fields of decision science, operations research, business, management science, engineering, statistics, and mathematics. The book is also an appropriate guide for managers, analysts, and decision and policy makers in the areas of finance, health and safety, environment, business, engineering, and security risk management.
Decision Sciences by Raghu Nandan Sengupta,Aparna Gupta,Joydeep Dutta Pdf
This handbook is an endeavour to cover many current, relevant, and essential topics related to decision sciences in a scientific manner. Using this handbook, graduate students, researchers, as well as practitioners from engineering, statistics, sociology, economics, etc. will find a new and refreshing paradigm shift as to how these topics can be put to use beneficially. Starting from the basics to advanced concepts, authors hope to make the readers well aware of the different theoretical and practical ideas, which are the focus of study in decision sciences nowadays. It includes an excellent bibliography/reference/journal list, information about a variety of datasets, illustrated pseudo-codes, and discussion of future trends in research. Covering topics ranging from optimization, networks and games, multi-objective optimization, inventory theory, statistical methods, artificial neural networks, times series analysis, simulation modeling, decision support system, data envelopment analysis, queueing theory, etc., this reference book is an attempt to make this area more meaningful for varied readers. Noteworthy features of this handbook are in-depth coverage of different topics, solved practical examples, unique datasets for a variety of examples in the areas of decision sciences, in-depth analysis of problems through colored charts, 3D diagrams, and discussions about software.
Talent management is a linchpin of organisational triumph in our dynamic and swiftly evolving business world. As a key decision-maker, your capacity to craft astute talent decisions holds the potential to transcend your company from mere mediocrity to unparalleled excellence. However, brace yourself for a revelation: Many of your long-held convictions about talent may be profoundly flawed. What if we shared a secret that could revolutionise your perspective? What if the gateway to unleashing your team’s boundless talents resides within your thoughts and judgments? Imagine the possibilities if you could harness exponential outcomes by elevating the calibre of your decision-making. In ReThinking Talent Decisions, Sharna Wiblen, PhD, presents an uncomfortable truth: Talent decisions are always subjective. Drawing on examples from business, sports, movies and everyday interactions, Sharna emphasises the importance of understanding complexity and encourages deliberate, intentional, and informed decisions and conversations around talent. This indispensable guide will give you insight into: The Power of Personal Judgment: Learn how your own perspectives shape the today and the future of work. The Complexity of Talent Decisions: Recognise the critical need for key decision-makers to collectively define talent in your unique context. The Human Element: Understand how harnessing your mind can propel you, your team, and your organisation to new heights. Perceptions and Values: Learn how aligning perceptions and values can revolutionise your approach. A New Paradigm: Realise that talent management is a judgment-oriented endeavour. Navigating the Intersection of Talent and Technology: Delve into the world of technology systems and understand how they bolster and shape talent decisions in today’s digital age. ReThinking Talent Decisions is your secret weapon for achieving unparalleled success in the ever-competitive corporate arena. Whether you’re a seasoned executive or a rising star, the wisdom within these pages will empower you to master the art and science of talent decisions.
Strategic Labor Relations Management in Modern Organizations by Casademunt, Ana María Lucia Pdf
Rapid changes within the modern business landscape have created new demands for human resources management. With a different set of challenges to face, human resources managers must implement novel approaches to improve policy effectiveness. Strategic Labor Relations Management in Modern Organizations is a pivotal reference source for the latest scholarly research on emerging human resource practices in relation to labor management, featuring innovative methods to remain competitive in the global business arena. Focusing on critical analyses and real-world applications, this book is ideally designed for professionals, upper-level students, managers, and researchers actively involved in human resources settings.
Talent Management by Anthony McDonnell,Sharna Wiblen Pdf
Talent management is a central element of managerial discourse and organisational practice. This short-form book provides a succinct overview on the state of research on talent management. The authors set out the key themes, arguments, trends and future research trajectories of talent management, highlighting major works in the field. As a research topic with a fragmented body of knowledge, pluralistic perspectives are summarised, while workforce differentiation emerges as a central element. A critical introduction for students, scholars and reflective practitioners, this book guides readers through a relatively new and rapidly developing area of management research.
How Behavioral Economics Influences Management Decision-Making by Kelly Monahan Pdf
How Behavioral Economics Influences Management Decision-Making: A New Paradigm critically reexamines the management function in 21st century workplaces. The book seeks to examine and explain the real-world behaviors of employees and acknowledge the human nature that binds us all together and how to appeal to these characteristics in order to help organizations prosper. It explores well-observed but rarely understood features of employee cognition and irrationality, challenging the dominant discourse and offering an alternative to gain greater competitive advantage in today's complex markets. It also provides an effective new framework on the best ways to develop relevant management skills as they pertain to hiring, performance management, change management, employee engagement, and goal setting. As the knowledge economy continues to grow, the social bonds within companies will prove to be a key differentiation to deliver on the next big idea. Developing productive decisions with staff in the talent-driven global economy increasingly requires the development of "intrinsic" meaning in work, a human-centered work-place culture, and human-focused working practices. This book tackles these topics in comprehensive and efficient detail. Provides a framework to simply and effectively apply behavioral principles in organizations of any size Focuses on agent motivations and behavior and how they directly impact talent management in the knowledge economy Highlights empirical studies, detailing the impact of heuristics on hiring, performance management, change management, employee engagement, and goal-setting decisions
Systems, Software and Services Process Improvement by Murat Yilmaz,Jörg Niemann,Paul Clarke,Richard Messnarz Pdf
This volume constitutes the refereed proceedings of the 27th European Conference on Systems, Software and Services Process Improvement, EuroSPI conference, held in Düsseldorf, Germany, in September 2020*. The 50 full papers and 13 short papers presented were carefully reviewed and selected from 100 submissions. They are organized in topical sections on visionary papers, SPI manifesto and improvement strategies, SPI and emerging software and systems engineering paradigms, SPI and standards and safety and security norms, SPI and team performance & agile & innovation, SPI and agile, emerging software engineering paradigms, digitalisation of industry, infrastructure and e-mobility, good and bad practices in improvement, functional safety and cybersecurity, experiences with agile and lean, standards and assessment models, recent innovations, virtual reality. *The conference was partially held virtually due to the COVID-19 pandemic.
ICT Infrastructure and Computing by Milan Tuba,Shyam Akashe,Amit Joshi Pdf
This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 7th International Conference on ICT for Sustainable Development (ICT4SD 2022), held in Goa, India, on 29–30 July 2022. The book covers the topics such as big data and data mining, data fusion, IoT programming toolkits and frameworks, green communication systems and network, use of ICT in smart cities, sensor networks and embedded system, network and information security, wireless and optical networks, security, trust, and privacy, routing and control protocols, cognitive radio and networks, and natural language processing. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.
Handbook of Human Resource Development by Neal F. Chalofsky Pdf
Human Resource Development Relies Upon a Strong Educational Foundation In the Handbook of Human Resource Development, Neal Chalofsky, Tonette Rocco, and Michael Lane Morris have compiled a collection of chapters sponsored by the Academy of Human Resource Development to address the fundamental concepts and issues that HR professionals face daily. The chapters are written and supported by professionals who offer a wide range of experience and who represent the industry from varying international and demographic perspectives. Topics addressed form a comprehensive view of the HRD field and answer a number of key questions. Nationally and internationally, how does HRD stand with regard to academic study and research? What is its place in the professional world? What are the philosophies, values, and critical perspectives driving HRD forward? What theories, research initiatives, and other ideas are required to understand HRD and function successfully within this field? As the industry grows, what are the challenges and important issues that professionals expect to face? What hot topics are occupying these professionals now? The Handbook’s insight and guidelines allows students and HR professionals to build a fundamental understanding of HRD as an industry, as a field of research, and for future professional success.