Knowledge Discovery Process And Methods To Enhance Organizational Performance
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Knowledge Discovery Process and Methods to Enhance Organizational Performance by Kweku-Muata Osei-Bryson,Corlane Barclay Pdf
Although the terms "data mining" and "knowledge discovery and data mining" (KDDM) are sometimes used interchangeably, data mining is actually just one step in the KDDM process. Data mining is the process of extracting useful information from data, while KDDM is the coordinated process of understanding the business and mining the data in order to id
Corporate Knowledge Discovery and Organizational Learning by András Gábor,Andrea Kő Pdf
This book investigates organizational learning from a variety of information processing perspectives. Continuous change and complexity in regulatory, social and economic environments are increasingly forcing organizations and their employees to acquire the necessary job-specific knowledge at the right time and in the right format. Though many regulatory documents are now available in digital form, their complexity and diversity make identifying the relevant elements for a particular context a challenging task. In such scenarios, business processes tend to be important sources of knowledge, containing rich but in many cases embedded, hidden knowledge. This book discusses the possible connection between business process models and corporate knowledge assets; knowledge extraction approaches based on organizational processes; developing and maintaining corporate knowledge bases; and semantic business process management and its relation to organizational learning approaches. The individual chapters reveal the different elements of a knowledge management solution designed to extract, organize and preserve the knowledge embedded in business processes so as to: enrich organizational knowledge bases in a systematic and controlled way, support employees in acquiring job role-specific knowledge, promote organizational learning, and steer human capital investment. All of these topics are analyzed on the basis of real-world cases from the domains of insurance, food safety, innovation, and funding.
Strategic Project Management by Corlane Barclay,Kweku-Muata Osei-Bryson Pdf
Based on expert practitioners contributions from across the globe including Brazil, Jamaica, Malaysia, Pakistan, Thailand, the United Kingdom, and the United States, Strategic Project Management: Contemporary Issues and Strategies for Developing Economies offers modern experiences, best practices, and tools for individuals and teams working in pro
Global Information Warfare by Andrew Jones,Gerald L. Kovacich Pdf
Since the turn of the century much has happened in politics, governments, spying, technology, global business, mobile communications, and global competition on national and corporate levels. These sweeping changes have nearly annihilated privacy anywhere in the world and have also affected how global information warfare is waged and what must be done to counter its attacks. In light of increased attacks since 2002, Global Information Warfare: The New Digital Battlefield, Second Edition provides a critical update on the nature and approaches to global information warfare. It focuses on threats, vulnerabilities, attacks, and defenses from the perspectives of various players such as governments, corporations, terrorists, and private citizens. Upgrades to the Second Edition Include: Revised discussions of changes and impacts of global information warfare since 2002 Updated analyses of the capabilities of several nation-states as well as nonstate actors A comprehensive list of incidents that have occurred in the past year to show the scope of the problem of GIW Discussions of post-9/11 governmental changes and shifting priorities with clearer hindsight than was possible in the first edition The book underscores how hostile countries, business competitors, terrorists, and others are waging information warfare against adversaries, even from across the globe. It describes attacks on information systems through theft, Internet espionage, deception, and sabotage, and illustrates countermeasures used to defeat these threats. The second edition of Global Information Warfare contains a wealth of information and detailed analyses of capabilities of contemporary information technology and the capabilities of the individuals and groups who employ it in their respective digital wars. It is a crucial source for gaining the best understanding of the current state of information warfare and the most effective ways to counter it.
Just Ordinary Robots by Lamber Royakkers,Rinie van Est Pdf
A social robot is a robot that interacts and communicates with humans or other autonomous physical agents by following social behaviors and rules attached to its role. We seem to accept the use of robots that perform dull, dirty, and dangerous jobs. But how far do we want to go with the automation of care for children and the elderly, or the killin
Electronically Stored Information by David R. Matthews Pdf
Although we live in an era in which we are surrounded by an ever-deepening fog of data, few of us truly understand how the data are created, where data are stored, or how to retrieve or destroy data—if that is indeed possible. This book is for all of you, whatever your need or interest. Electronically Stored Information: The Complete Guide to Management, Understanding, Acquisition, Storage, Search, and Retrieval, Second Edition explains the reasons you need to know about electronic data. It also gets into great detail about the how, what, when, and where of what is known in legal circles as electronically stored information (ESI). With easy-to-understand explanations and guidelines, this book provides the practical understanding you need to effectively manage the complex world of ESI. Whether you are an attorney, judge, paralegal, business manager or owner, or just one of the ever-growing population of computer users, you will benefit from the information presented in this book.
Creating Theoretical Research Frameworks using Multiple Methods by Sergey V. Samoilenko,Kweku-Muata Osei-Bryson Pdf
By now, it is commonly accepted that investments in information and communication technologies (ICTs) can facilitate macroeconomic growth in developed countries. Research standards in ICT for development (ICT4D) are high, and it is a basic expectation that a theoretically sound conceptual investigation should yield actionable results. An additional expectation is that an on-the-ground study conducted in each setting should add to the common body of knowledge based on theory. In other words, one is expected to make a connection between the world of concepts and the world of reality. Middle-range theories and frameworks could help connect the case studies with grand theories, by helping to create a theoretically sound and practically applicable research architecture of ICT4D. This book demonstrates how creative use of various data analysis methods (e.g., data mining [DM], data envelopment analysis [DEA], and structural equation modeling [SEM]) and conceptual frameworks (e.g., neoclassical growth accounting, chaos and complexity theories) may be utilized for inductive and deductive purposes to develop and to test, in step-by-step fashion, theoretically sound frameworks for a large subset of ICT4D research questions. Specifically, this book showcases the utilization of DM, DEA, and SEM for the following purposes: Identification of the relevant context-specific constructs (inductive application) Identification of the relationships between the constructs (inductive application) Development of a framework incorporating the constructs and relationships discovered (inductive application) Testing of the constructed framework (deductive application) The book takes a multi-theoretical perspective to economic development research. It starts with an overview of ICT4D. Next it covers such frameworks and theories as neoclassical growth accounting and the theory of complementarity, complex systems and chaos theories, and the product life cycle (PLC) theory. There are also nontechnical overviews of the DM and data analytic methods that can be used in this research. Also presented is evidence that human capital and investment capital are complementary and are reliable sources of economic growth. The book concludes with methodological frameworks to guide investment decisions and the formulation of strategic policy.
Information and Software Technologies by Audrius Lopata,Daina Gudonienė,Rita Butkienė Pdf
This book constitutes the refereed proceedings of the 29th International Conference on Information and Software Technologies, ICIST 2023, held in Kaunas, Lithuania, in October 2023. The 27 full papers included in this volume were carefully reviewed and selected from 75 submissions. These proceedings contain a diverse array of research and insights in the field of Information Technology and related areas, such as: intelligent systems and software engineering advances, intelligent methods for data analysis and computer aided software engineering, language technologies and smart e-learning applications, AI-based it solutions.
Micro- and Nano-Scale Sensors and Transducers by Ezzat G. Bakhoum Pdf
The rapidly emerging fields of nanotechnology and nano-fabrication have enabled the creation of new sensors with dramatic improvements in sensitivity and range, along with substantial miniaturization. And, although there are many books on nanotechnology, recent advances in micro and nano-scale sensors and transducers are not adequately represented
Cybercrime and Cybersecurity in the Global South by Charlette Donalds,Corlane Barclay,Kweku-Muata Osei-Bryson Pdf
The Global South is recognized as one of the fastest growing regions in terms of Internet population as well as the region that accounts for the majority of Internet users. However, It cannot be overlooked that with increasing connectivity to and dependence on Internet-based platforms and services, so too is the potential increased for information and cybersecurity threats and attacks. Further, it has long been established that micro, small, and medium enterprises (MSMEs) play a key role in national economies, serving as important drivers of economic growth in Global South economies. Yet, little is known about information security, cybersecurity and cybercrime issues and strategies contextualized to these developing economies and MSMEs. Cybercrime and Cybersecurity in the Global South: Concepts, Strategies and Frameworks for Greater Resilience examines the prevalence, nature, trends and impacts of cyber-related incidents on Global South economies. It further explores cybersecurity challenges, potential threats, and risks likely faced by MSMEs and governments of the Global South. A major thrust of this book is to offer tools, techniques, and legislative frameworks that can improve the information, data, and cybersecurity posture of Global South governments and MSMEs. It also provides evidence-based best practices and strategies relevant to the business community and general Information Communication Technology (ICT) users in combating and preventing cyber-related incidents. Also examined in this book are case studies and experiences of the Global South economies that can be used to enhance students’ learning experience. Another important feature of this book is that it outlines a research agenda to advance the scholarship of information and cybersecurity in the Global South. Features: Cybercrime in the Caribbean Privacy and security management Cybersecurity compliance behaviour Developing solutions for managing cybersecurity risks Designing an effective cybersecurity programme in the organization for improved resilience The cybersecurity capability maturity model for sustainable security advantage Cyber hygiene practices for MSMEs A cybercrime classification ontology
Principles of Data Mining and Knowledge Discovery by Jan Komorowski,Jan Zytkow Pdf
This book constitutes the refereed proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery, PKDD '97, held in Trondheim, Norway, in June 1997. The volume presents a total of 38 revised full papers together with abstracts of one invited talk and four tutorials. Among the topics covered are data and knowledge representation, statistical and probabilistic methods, logic-based approaches, man-machine interaction aspects, AI contributions, high performance computing support, machine learning, automated scientific discovery, quality assessment, and applications.
Innovations of Knowledge Management by Bonnie Montano Pdf
Innovations of Knowledge Management highlights the broad range of topics that fall under the term "knowledge management," thus emphasizing the large role knowledge management plays in organizations. As a compilation of some of the most recent work in the field, the included chapters truly present innovations in how organizations can and should manage their knowledge.
Hyper-Productive Knowledge Work Performance by Steve Tendon,Wolfram Muller Pdf
“Reading Hyper-Productive Knowledge Work Performance has influenced my thinking more than any other recent book I have read about how to transform my company’s culture to achieve higher levels of productivity. It’s like the perfect mix of Fred Brooks, W. Edwards Deming, Donald Reinertsen, David Anderson, and Jeff Sutherland all rolled into one approachable and pragmatic book. I recognized a lot of what I already knew and then was pleasantly surprised with how the authors used hyper-productivity to show how it all interconnected. All in all, it is an eye opening book that provides a concrete path to hyper-productivity.” —Curt Hibbs, Chief Agile Evangelist, Boeing This unique reference shows how to lead knowledge workers, manage knowledge work and build a hyper-productive knowledge work organization, by taming and managing the four flows of organizational performance (psychology, information, work and finance) to produce spectacular operational and financial throughput results. Inspired by his experience and knowledge gained at Borland International, where a hyper-productive level of performance was achieved resulting in the most productive software project ever documented, author Steve Tendon devised TameFlow. TameFlow is an approach that can be superimposed on any preexisting process, method, and practice to enable performance improvement by several orders of magnitude and a state of hyper-productivity. It is adaptable to nearly every industry, and can be applied to any knowledge work domain or organization that generates business value through knowledge. TameFlow blends and merges different ideas from a variety of schools of thought. It is founded in pattern theory and organizational performance patterns which are used to analyze and decompose processes, methodologies, and management practices into constituent parts to observe productivity patterns, and then they are recombined in new configurations to enable hyper-productive levels of performance. In this volume of The TameFlow Hyper-Productivity Series, the TameFlow approach is explained within the context of knowledge work performed in a software development organization. Mr. Tendon teams up with author, Wolfram Müller, a thought-leader and expert in Critical Chain and Advanced Agile Project Management to illustrate its application to Scrum, the most widely used Agile software project management framework, and to Kanban, a method used for knowledge work with an emphasis on just-in-time delivery and change management. The authors demonstrate how constraints management (TOC) can improve Scrum and Kanban in powerful ways, bringing more predictability of behavior of the system as a whole, as well as to the individuals involved. Their combination becomes a breeding ground for the development of Unity of Purpose and Community of Trust. Both Scrum and Kanban can be extended with features of the TOC, and help create a hyper-productive organization.
