Author: Suliman Hawamdeh
Publisher: CRC Press
ISBN: 1351807005
Category : Computers
Languages : en
Pages : 467
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Book Description
The process of transforming data into actionable knowledge is a complex process that requires the use of powerful machines and advanced analytics technique. Analytics and Knowledge Management examines the role of analytics in knowledge management and the integration of big data theories, methods, and techniques into an organizational knowledge management framework. Its chapters written by researchers and professionals provide insight into theories, models, techniques, and applications with case studies examining the use of analytics in organizations. The process of transforming data into actionable knowledge is a complex process that requires the use of powerful machines and advanced analytics techniques. Analytics, on the other hand, is the examination, interpretation, and discovery of meaningful patterns, trends, and knowledge from data and textual information. It provides the basis for knowledge discovery and completes the cycle in which knowledge management and knowledge utilization happen. Organizations should develop knowledge focuses on data quality, application domain, selecting analytics techniques, and on how to take actions based on patterns and insights derived from analytics. Case studies in the book explore how to perform analytics on social networking and user-based data to develop knowledge. One case explores analyze data from Twitter feeds. Another examines the analysis of data obtained through user feedback. One chapter introduces the definitions and processes of social media analytics from different perspectives as well as focuses on techniques and tools used for social media analytics. Data visualization has a critical role in the advancement of modern data analytics, particularly in the field of business intelligence and analytics. It can guide managers in understanding market trends and customer purchasing patterns over time. The book illustrates various data visualization tools that can support answering different types of business questions to improve profits and customer relationships. This insightful reference concludes with a chapter on the critical issue of cybersecurity. It examines the process of collecting and organizing data as well as reviewing various tools for text analysis and data analytics and discusses dealing with collections of large datasets and a great deal of diverse data types from legacy system to social networks platforms.
Author: Jay Liebowitz
Publisher: Edward Elgar Publishing
ISBN: 1800370628
Category : Business & Economics
Languages : en
Pages : 257
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Book Description
Leveraging the knowledge gained from Knowledge Management and from the growing fields of Analytics and Artificial Intelligence (AI), this Research Agenda highlights the research gaps, issues, applications, challenges and opportunities related to Knowledge Management (KM). Exploring synergies between KM and emerging technologies, leading international scholars and practitioners examine KM from a multidisciplinary perspective, demonstrating the ways in which knowledge sharing worldwide can be enhanced in order to better society and improve organisational performance.
Author: Brian T. McBreen
Publisher: Emerald Group Publishing
ISBN: 1802621792
Category : Business & Economics
Languages : en
Pages : 160
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Book Description
Organizational Intelligence and Knowledge Analytics expands the traditional intelligence life cycle to a new framework - Design-Analyze-Automate-Accelerate - and clearly lays out the alignments between knowledge capital and intelligence strategies.
Author: Gyamfi, Albert
Publisher: IGI Global
ISBN: 1522575200
Category : Computers
Languages : en
Pages : 336
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Book Description
Knowledge in its pure state is tacit in nature—difficult to formalize and communicate—but can be converted into codified form and shared through both social interactions and the use of IT-based applications and systems. Even though there seems to be considerable synergies between the resulting huge data and the convertible knowledge, there is still a debate on how the increasing amount of data captured by corporations could improve decision making and foster innovation through effective knowledge-sharing practices. Big Data and Knowledge Sharing in Virtual Organizations provides innovative insights into the influence of big data analytics and artificial intelligence and the tools, methods, and techniques for knowledge-sharing processes in virtual organizations. The content within this publication examines cloud computing, machine learning, and knowledge sharing. It is designed for government officials and organizations, policymakers, academicians, researchers, technology developers, and students.
Author: Strydom, Sheryl Kruger
Publisher: IGI Global
ISBN: 1522570780
Category : Computers
Languages : en
Pages : 320
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Book Description
The world is witnessing the growth of a global movement facilitated by technology and social media. Fueled by information, this movement contains enormous potential to create more accountable, efficient, responsive, and effective governments and businesses, as well as spurring economic growth. Big Data Governance and Perspectives in Knowledge Management is a collection of innovative research on the methods and applications of applying robust processes around data, and aligning organizations and skillsets around those processes. Highlighting a range of topics including data analytics, prediction analysis, and software development, this book is ideally designed for academicians, researchers, information science professionals, software developers, computer engineers, graduate-level computer science students, policymakers, and managers seeking current research on the convergence of big data and information governance as two major trends in information management.
Author: Merlo, Tereza Raquel
Publisher: IGI Global
ISBN: 166844433X
Category : Business & Economics
Languages : en
Pages : 307
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Book Description
Although there are numerous publications in the field of knowledge management (KM), there are still gaps in the literature regarding the aspects of KM that reflect new technology adoption and a deeper analysis discussing the interlinked process between KM and data analytics in business process improvement. It is essential for business leaders to understand the role and responsibilities of leaders for the adoption and consolidation of a KM system that is effective and profitable. Understanding, Implementing, and Evaluating Knowledge Management in Business Settings provides a comprehensive approach to KM concepts and practices in corporations and business organizations. Covering topics such as information overload, knowledge sharing adoption, and collective wisdom, this premier reference source is a comprehensive and essential resource for business executives, managers, IT specialists and consultants, libraries, students, entrepreneurs, researchers, and academicians.
Author: Thomas H. Davenport
Publisher: Publicis
ISBN:
Category : Business & Economics
Languages : en
Pages : 344
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Book Description
This book provides a perspective on knowledge management at Siemens - an internationally recognised benchmark - by presenting the reader with the best of the corporation's practical applications and experiences. Tom Davenport and Gilbert Probst bring together instructive case studies from different areas that reflect the rich insights gained from years of experience in practising knowledge management. Most of the cases have been updated for the second edition. New cases have been added. The Knowledge Management Case Book provides a comprehensive account of how organisational knowledge assets can be managed effectively. Specific emphasis is given to the development of generic lessons that can be learned from Siemens' experience. The book also offers a roadmap to building a "mature knowledge enterprise", thereby enhancing our understanding of the steps that need to be taken in order to sustain competitive dominance in the knowledge economy. Presenting applications from very different areas, this practice-orientated book is really outstanding in the broad field of KM literature. "Perhaps the most revealing - and interesting - part of the cases in this book is not the analysis of the various knowledge management tools and processes, but the description of their development, of how they come about, of how commitment was gained, of how implementation was led." Yves Doz, The Timken Chaired Professor of Global Technology and Innovation at INSEAD, Fontainebleau "This case book brings insights how our most valuable resource makes those tools happen. I found this book exciting reading, because it is, to my knowledge, the only book where a single company with a wide variety of knowledge management approaches accumulates years of experiences and lessons learned. Edited by two of the leading thinkers in the field of knowledge management, this book will show the way you practise knowledge management in your company." Heinz Fischer, Global Head of HR, Deutsche Bank AG "This book is a rare and valuable description of a single company's knowledge management journey. Siemens has made impressive advances in becoming a knowledge-driven firm, and this volume details many of its directions and waystations." Laurence Prusak, Executive Director, IBM Institute for Knowledge Management "Though there are many books on Knowledge Management, this is a unique one on a sense that it provides practical application of KM rather than the jargon." Sushil, Modi Foundation Chair Professor and Group Chair, Department of Management Studies, Indian Institute of Technology, New Delhi
Author: Suliman Al-Hawamdeh
Publisher: Elsevier
ISBN: 1780631936
Category : Business & Economics
Languages : en
Pages : 241
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Book Description
This book serves as a reference for individuals interested in knowledge management (KM) and educational issues surrounding KM. It looks at KM as an emerging profession and the need to educate a new generation of knowledge professionals to deal with managing knowledge on the one hand and managing knowledge workers on the other hand. In particular, it examines the skills and competencies of knowledge professionals; and how educational programs can address these demands – covering such issues as determining the optimal mix of subjects from the various disciplines that develop the requisite professional competencies. - The first book to cover KM education - Adopts a multidisciplinary approach to KM education - Based on the many years of experience of the author in KM education
Author: Jay Liebowitz
Publisher: Morgan Kaufmann
ISBN: 0128053372
Category : Business & Economics
Languages : en
Pages : 242
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Book Description
Successes and Failures of Knowledge Management highlights examples from across multiple industries, demonstrating where the practice has been implemented well—and not so well—so others can learn from these cases during their knowledge management journey. Knowledge management deals with how best to leverage knowledge both internally and externally in organizations to improve decision-making and facilitate knowledge capture and sharing. It is a critical part of an organization's fabric, and can be used to increase innovation, improve organizational internal and external effectiveness, build the institutional memory, and enhance organizational agility. Starting by establishing KM processes, measures, and metrics, the book highlights ways to be successful in knowledge management institutionalization through learning from sample mistakes and successes. Whether an organization is already implementing KM or has been reluctant to do so, the ideas presented will stimulate the application of knowledge management as part of a human capital strategy in any organization. - Provides keen insights for knowledge management practitioners and educators - Conveys KM lessons learned through both successes and failures - Includes straightforward, jargon-free case studies and research developed by the leading KM researchers and practitioners across industries
Author: Shaofeng Liu
Publisher: Kogan Page Publishers
ISBN: 0749496878
Category : Business & Economics
Languages : en
Pages : 385
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Book Description
As knowledge economies become increasingly important around the world, it is essential that organizations are able to transform their knowledge into a competitive advantage. This textbook offers an interdisciplinary approach to knowledge management written specifically for postgraduate students in business and management schools. Knowledge Management presents classic and advanced concepts, models and frameworks using a clear logical structure, which covers building knowledge competence, the knowledge lifecycle, and integration of knowledge management with business decision making. An overall framework illustrates links between chapters and ensures readers can gain a body of actionable knowledge rather than learning isolated, uncontextualized topics. Based on cutting-edge research findings and covering the most advanced IT and IS technologies, this book emphasises the need for knowledge management to span boundaries across organizations, supply chains and partnerships, rather than being limited to individual learning and sharing within businesses. Knowledge Management is international in scope and includes real world case studies and role play scenarios to show how theories are applied in practice, and "think back" and "critique discussion" questions to encourage reflective learning and critical thinking. This indispensable text provides a dynamic picture of the evolution of knowledge management and demonstrates its full potential to enable better business decisions. Accompanying online resources include PowerPoint slides for lecturers and exercise questions for students.
