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Information Technology and Organizational Learning: Managing Behavioral Change in the Digital Age
by Arthur M. LangerBecause digital and information technology (IT) has become a more significant part of strategic advantage and workplace operations, information systems personnel have become key to the success of corporate enterprises, particularly with the pursuit of becoming more "digital." This book focuses on the vital role that technology must play in the course of organizational development and learning and on the growing need to integrate technology, particularly digital technology, fully into the culture of all organizations. Fundamentally this fourth edition takes an even stronger position than the previous editions that organizational learning is crucial to the success of what has been coined "digital transformation." Companies are struggling to understand what it means to "be digital." Their technology personnel go far beyond the traditional IT staff into areas such as artificial intelligence (AI), machine learning (ML), and natural language processing (NL). These three functions now fall under the auspices of "data science," which is now at the center of allowing companies to become more data dominant as is necessary for survival. While traditional IT personnel have long been criticized for their inability to function as part of the business, they are now vital to assist in the leadership of digital transformation. It could be a costly error to underestimate the technical skills needed by IT staff to ensure successful digital transformation. In fact, subsequent chapters will highlight the technical challenges needed to build new architectures based on 5G, blockchain, cloud computing, and eventually quantum processing. The challenge then is to integrate business and technical IT staff via cultural assimilation and to strategically integrate advanced computing architectures. This fourth edition includes new topics such as the future of work that addresses the challenges of assimilating multiple generations of employees and how to establish working cultures that are more resilient and adaptive and can be configured as a platform driven by data assets.
Information Technology and Systems: ICITS 2021, Volume 1 (Advances in Intelligent Systems and Computing #1330)
by Álvaro Rocha Teresa Guarda Carlos Ferrás Paulo Carlos López-LópezThis book is composed by the papers written in English and accepted for presentation and discussion at The 2021 International Conference on Information Technology & Systems (ICITS 21), held at the Universidad Estatal Península de Santa Elena, in Libertad, Ecuador, between the 10th and the 12th of February 2021.ICITS is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications.The main topics covered are information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; and information technologies in education.
Information Technology and Systems: ICITS 2021, Volume 2 (Advances in Intelligent Systems and Computing #1331)
by Álvaro Rocha Teresa Guarda Carlos Ferrás Paulo Carlos López-LópezThis book is composed by the papers written in English and accepted for presentation and discussion at The 2021 International Conference on Information Technology & Systems (ICITS 21), held at the Universidad Estatal Península de Santa Elena, in Libertad, Ecuador, between the 10th and the 12th of February 2021. ICITS is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; and information technologies in education.
Information Technology and Systems: ICITS 2023, Volume 1 (Lecture Notes in Networks and Systems #691)
by Álvaro Rocha Carlos Ferrás Waldo IbarraThis book is composed by the papers written in English and accepted for presentation and discussion at The 2023 International Conference on Information Technology & Systems (ICITS'23), held at Universidad Nacional de San Antonio Abad del Cusco, in Cusco, Peru, between the 24th and the 26th of April 2023. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education, and Media, Applied Technology and Communication.
Information Technology and Systems: ICITS 2023, Volume 2 (Lecture Notes in Networks and Systems #692)
by Álvaro Rocha Carlos Ferrás Waldo IbarraThis book is composed by the papers written in English and accepted for presentation and discussion at The 2023 International Conference on Information Technology & Systems (ICITS'23), held at Universidad Nacional de San Antonio Abad del Cusco, in Cusco, Peru, between the 24th and the 26th of April 2023. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education, and Media, Applied Technology and Communication.
Information Technology and Systems: ICITS 2024, Volume 1 (Lecture Notes in Networks and Systems #932)
by Álvaro Rocha Carlos Ferrás Jorge Hochstetter Diez Mauricio Diéguez RebolledoThis book is composed by the papers written in English and accepted for presentation and discussion at The 2024 International Conference on Information Technology & Systems (ICITS'24), held at Universidad de La Frontera, in Temuco, Chile, between the 24th and the 26th of January 2024. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences, and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are information and knowledge management; organizational models and information systems; software and systems modeling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education, and Media, Applied Technology and Communication. The primary markets of this book are postgraduates and researchers in Information Systems and Technologies domains. The secondary markets are undergraduates and professionals as well in Information Systems and Technologies domains.
Information Technology and Systems: ICITS 2024, Volume 2 (Lecture Notes in Networks and Systems #933)
by Álvaro Rocha Carlos Ferrás Jorge Hochstetter Diez Mauricio Diéguez RebolledoThis book is composed by the papers written in English and accepted for presentation and discussion at The 2024 International Conference on Information Technology & Systems (ICITS'24), held at Universidad de La Frontera, in Temuco, Chile, between the 24th and the 26th of January 2024. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences, and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are information and knowledge management; organizational models and information systems; software and systems modeling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education, and Media, Applied Technology and Communication. The primary markets of this book are postgraduates and researchers in Information Systems and Technologies domains. The secondary markets are undergraduates and professionals as well in Information Systems and Technologies domains.
Information Technology and Systems: Proceedings of ICITS 2019 (Advances in Intelligent Systems and Computing #918)
by Álvaro Rocha Carlos Ferrás Manolo ParedesThis book features a selection of articles from The 2019 International Conference on Information Technology & Systems (ICITS'19), held at the Universidad de Las Fuerzas Armadas, in Quito, Ecuador, on 6th to 8th February 2019. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modeling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human-computer interaction; ethics, computers & security; health informatics; information technologies in education; cybersecurity and cyber-defense; electromagnetics, sensors and antennas for security.
Information Technology and Systems: Proceedings of ICITS 2020 (Advances in Intelligent Systems and Computing #1137)
by Álvaro Rocha Carlos Ferrás Carlos Enrique Montenegro Marin Víctor Hugo Medina GarcíaThis book is composed by the papers accepted for presentation and discussion at The 2019 International Conference on Information Technology & Systems (ICITS'20), held at the Universidad Distrital Francisco José de Caldas, in Bogotá, Colombia, on 5th to 7th February 2020. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education.
Information Technology and Systems: Proceedings of ICITS 2022 (Lecture Notes in Networks and Systems #414)
by Álvaro Rocha Carlos Ferrás Abel Méndez Porras Efren Jimenez DelgadoThis book is composed by the papers written in English and accepted for presentation and discussion at The 2022 International Conference on Information Technology & Systems (ICITS'22), held at Tecnológico de Costa Rica, in San Carlos, Costa Rica, between the 9th and the 11th of February 2022.ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications.The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education, and Media, Applied Technology and Communication.
Information Technology for Education, Science, and Technics: Proceedings of ITEST 2022 (Lecture Notes on Data Engineering and Communications Technologies #178)
by Emil Faure Olena Danchenko Maksym Bondarenko Yurii Tryus Constantine Bazilo Grygoriy ZaspaThis book gathers selected high-quality full-text papers presented at the VI International Scientific and Practical Conference on Information Technology for Education, Science and Technics (ITEST 2022). The book deals with issues related to mathematical and computer modeling of physical, chemical, and economic processes, with information security, as well as the use of information and communication technology in scientific research, automation of technological processes, and management of complex systems. In this book, the authors explore various aspects of the development of information technology and systems and its application in education, science, engineering, economics, and management. A part of the book is devoted to the application of information and communication technology in higher education, in particular, the creation and implementation of scientific and educational resources in higher education institutions as part of the process of education digital transformation.
Information Technology for Education, Science, and Technics: Proceedings of ITEST 2024, Volume 1 (Lecture Notes on Data Engineering and Communications Technologies #221)
by Emil Faure Olena Danchenko Maksym Bondarenko Yurii Tryus Constantine Bazilo Grygoriy Zaspa Tero VartiainenThis book deals with issues related to multi-faceted applications of information and communication technology in research, engineering, robotics, automation of technological processes, complex systems, and computer networks, as well as mathematical and computer modelling of physical, chemical, and economic processes. In this book, the authors explore various aspects of information and communication technology and systems and their integration into science, engineering, automation, and economics. The authors develop new models, methods, and approaches for monitoring and controlling systems, communication networks, artificial intelligence applications, and digital resilience. The book is of interest to experts in the field of information and communication technology and systems, scientists, and Ph.D. students.
Information Technology for Education, Science, and Technics: Proceedings of ITEST 2024, Volume 2 (Lecture Notes on Data Engineering and Communications Technologies #222)
by Emil Faure Olena Danchenko Maksym Bondarenko Yurii Tryus Constantine Bazilo Grygoriy Zaspa Tero VartiainenThis book explores issues related to information and communication technology in management and higher education, intelligent computing, and information security. In this book, the authors investigate various aspects of information and communication technology and systems, their development and applications in education, science, and management. The authors develop new models, methods, and approaches for digital transformation in management processes including digital project management, intelligent systems, particularly those that deploy artificial intelligence, data protection, and reliability. A part of this book is devoted to the application of information and communication technology in higher education to ensure the process of digital transformation in higher education institutions. The book is of interest to experts in the field of information and communication technology and systems, project managers, scientists, and Ph.D. students.
Information Technology for Manufacturing: A Research Agenda
by Committee to Study Information Technology ManufacturingThis book describes a vision of manufacturing in the twenty-first century that maximizes efficiencies and improvements by exploiting the full power of information and provides a research agenda for information technology and manufacturing that is necessary for success in achieving such a vision. Research on information technology to support product and process design, shop-floor operations, and flexible manufacturing is described. Roles for virtual manufacturing and the information infrastructure are also addressed. A final chapter is devoted to nontechnical research issues.
Information Technology in Biomedicine: 9th International Conference, ITIB 2022 Kamień Śląski, Poland, June 20–22, 2022 Proceedings (Advances in Intelligent Systems and Computing #1429)
by Pawel Badura Jacek Kawa Wojciech Wieclawek Ewa PietkaThis book presents a comprehensive study in the field of advances in medical data science and contains carefully selected articles contributed by experts of information technology. Continuous growth of the amount of medical information and the variety of multimodal content necessitates the demand for a fast and reliable technology able to process data and deliver results in a user-friendly manner at the time and place the information is needed. Computational approaches for understanding human complexity, AI-powered applications in image and signal processing, bioinformatics, sound and motion as activity stimulus, joint activities in biomedical engineering and physiotherapy, disorder in children, selected comparative studies give new meaning to optimization of the functional requirements of the healthcare system for the benefit of the patients. It is an interdisciplinary collection of papers that have both theoretical and applied dimensions. It includes the following research areas: Computational methods for understanding human complexity Image and signal analysis Multidimensional medical data analysis Sound and motion Joint activities in biomedical engineering and physiotherapy This book is a great reference tool for scientists who deal with problems of designing and implementing information processing tools employed in systems that assist the clinicians, radiologists, and physiotherapists in patient diagnosis and treatment. It also serves students in exploring innovations in quantitative medical data analysis, data mining, and artificial intelligence.
Information Technology in Biomedicine: Proceedings 6th International Conference, ITIB’2018, Kamień Śląski, Poland, June 18–20, 2018 (Advances in Intelligent Systems and Computing #762)
by Pawel Badura Jacek Kawa Wojciech Wieclawek Ewa PietkaITiB’2018 is the 6th Conference on Information Technology in Biomedicine, hosted every two years by the Department of Informatics & Medical Devices, Faculty of Biomedical Engineering, Silesian University of Technology. The Conference is organized under the auspices of the Committee on Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. The meeting has become an established event that helps to address the demand for fast and reliable technologies capable of processing data and delivering results in a user-friendly, timely and mobile manner. Many of these areas are recognized as research and development frontiers in employing new technology in the clinical setting. Technological assistance can be found in prevention, diagnosis, treatment, and rehabilitation alike. Homecare support for any type of disability may improve standard of living and make people’s lives safer and more comfortable. The book includes the following sections: Ø Image Processing Ø Multimodal Imaging and Computer-aided Surgery Ø Computer-aided Diagnosis Ø Signal Processing and Medical Devices Ø Bioinformatics Ø Modelling & Simulation Ø Analytics in Action on the SAS Platform Ø Assistive Technologies and Affective Computing (ATAC)
Information Technology in Biomedicine: Proceedings 6th International Conference, Itib'2018 Kamieski, Poland June 18-20 2018 (Advances in Intelligent Systems and Computing #1011)
by Pawel Badura Jacek Kawa Wojciech Wieclawek Ewa PietkaThis book provides a comprehensive overview of advances in the field of medical data science, presenting carefully selected articles by leading information technology experts. Information technology, as a rapidly evolving discipline in medical data science, with significant potential in future healthcare, and multimodal acquisition systems, mobile devices, sensors, and AI-powered applications has redefined the optimization of clinical processes. This book features an interdisciplinary collection of papers that have both theoretical and applied dimensions, and includes the following sections: Medical Data Science Quantitative Data Analysis in Medical Diagnosis Data Mining Tools and Methods in Medical Applications Image Analysis Analytics in Action on SAS Platform Biocybernetics in Physiotherapy Signal Processing and Analysis Medical Tools & Interfaces Biomechanics and Biomaterials. As such, it is a valuable reference tool for scientists designing and implementing information processing tools used in systems that assist clinicians in patient care. It is also useful for students interested in innovations in quantitative medical data analysis, data mining, and artificial intelligence.
Information Technology in Biomedicine: Proceedings 6th International Conference, Itib'2018 Kamieski, Poland June 18-20 2018 (Advances in Intelligent Systems and Computing #1186)
by Pawel Badura Jacek Kawa Wojciech Wieclawek Ewa PietkaThe rapid and continuous growth in the amount of available medical information and the variety of multimodal content has created demand for a fast and reliable technology capable of processing data and delivering results in a user-friendly manner, whenever and wherever the information is needed. Multimodal acquisition systems, AI-powered applications, and biocybernetic support for medical procedures, physiotherapy and prevention have opened up exciting new avenues in terms of optimizing the healthcare system for the benefit of patients. This book presents a comprehensive study on the latest advances in medical data science and gathers carefully selected articles written by respected experts on information technology. Pursuing an interdisciplinary approach and addressing both theoretical and applied aspects, it chiefly focuses on: Artificial Intelligence Image Analysis Sound and Motion in Physiotherapy and Physioprevention Modeling and Simulation Medical Data Analysis Given its scope, the book offers a valuable reference tool for all scientists who deal with problems of designing and implementing information processing tools employed in systems that assist in patient diagnosis and treatment, as well as students who want to learn more about the latest innovations in quantitative medical data analysis, data mining, and artificial intelligence.
Information Technology in Environmental Engineering
by Jorge Marx Gómez Burkhardt Funk Peter NiemeyerInformation technologies have evolved to an enabling science for natural resource management and conservation, environmental engineering, scientific simulation and integrated assessment studies. Computing plays a significant role in the every day practices of environmental engineers, natural scientists, economists, and social scientists. The complexity of natural phenomena requires interdisciplinary approaches, where computing science offers the infrastructure for environmental data collection and management, scientific simulations, decision support, documentation and reporting. Ecology, environmental engineering and natural resource management comprise an excellent real-world testbed for IT system demonstration, while presenting new challenges for computer science Complexity, uncertainty and scaling issues of natural systems constitute a demanding application domain for modelling, simulation and scientific workflows, data management and reporting, decision support and intelligent systems, distributed computing environments, geographical information systems, heterogeneous systems integration, software engineering, accounting systems, control systems, as well as sustainable manufacturing and reverse logistics. This books offers a collection of papers presented at the 6th International Conference on Environmental Engineering, held in July 2013, in Lüneburg, Germany. Recent success stories in ecoinformatics, promising ideas and new challenges are discussed among computer scientists, environmental engineers, industrial engineers, economists and social scientists, demonstrating new paradigms for problem solving and decision making.
Information Technology in Fisheries and Aquaculture
by Pramod Kumar Pandey Parvaiz Ahmad Ganie Ravindra PostiThis book connects information technology (IT) to the fisheries and aquaculture sectors. The topics covered in the book explore the diverse ways in which IT contributes to promoting sustainable practices and efficient management in aquatic environments. From examining current challenges through a technological lens to investigating advanced applications like Internet of Things (IoT), remote sensing and machine learning, the book covers a wide range of themes. The chapters address crucial aspects such as precision nutrition, disease management, environmental monitoring and the economic effects of adopting IT. It also bridges the gap between traditional aquaculture practices and the transformative potential of information technology. This book serves as a reference for researchers, practitioners, policymakers and students in the field of fisheries and aquaculture
Information Technology in Geo-Engineering: Proceedings of the 5th International Conference on Information Technology in Geo-Engineering ICITG 2024 (Springer Series in Geomechanics and Geoengineering)
by Marte GutierrezThis book addresses the latest developments in Information Technologies (IT) for geo-engineering. It contains papers from the 5th International Conference on Information Technology in Geo-engineering (5th ICITG), held in Golden, Colorado, USA, 2024. The book is divided into the following chapters: 1) Geotechnical Instrumentation, Sensor and Sensing Technology; 2) Imaging Technology, Virtual and Augmented Reality, Information and Computer Technology; 3) Data-Driven Investigation and Modeling, Big Data and Databases; and 4) Machine Learning and Artificial Intelligence. IT encompasses a broad field with extensive and powerful uses in geo-engineering, particularly in dealing with large amounts of uncertain data typical of many geo-engineering research and projects. Given its broad range and most up-to-date coverage, the book benefits students, educators, researchers, and professional practitioners, encouraging them to take the geo-engineering community into the digital age.
Information Technology in Medical Diagnostics
by Waldemar Wójcik & Andrzej SmolarzFor many centuries, people have tried to learn about the state of their health. Initially, in the pre-technological period, they had to rely only on their senses. Then there were simple tools to help the human senses. The discovery of X-rays, which allowed people to look “inside” the body, turned out to be a major breakthrough. Contemporary medical diagnostics is increasingly being assisted by information technology that allows, for example, thorough image tissue analysis or pathology differentiation. They also allow very early preventive diagnostics. Influenced by information technology, “classic” diagnostic techniques change and new ones arise. Information Technology in Medical Diagnostics presents selected and extended conference papers from Polish, Ukrainian and Kazakh scientists. They address problems of the application of new methods of image processing for analysis of medical images, new methods of classification of medical data as well as new medical imaging methods. Some of the presented technologies are inspired by the functioning of living organisms. Information Technology in Medical Diagnostics is of interest not only to academics and engineers, but also to professionals involved in biomedical engineering, and seeking for solutions for issues that cannot be solved with the help of “traditional” technologies.
Information Technology: Proceedings of the 2014 International Symposium on Information Technology (ISIT 2014), Dalian, China, 14-16 October 2014
by Lipo Wang Liangshan Shao Yi Wan Jinguang Sun, Jingchang Nan & Quangui ZhangThese proceedings of the symposium ISIT 2014 aim to be a platform for international exchange of the state-of-the-art research and practice in information technology. The contributions cover a wide variety of topics, ranging from theoretical and analytical studies to various applications.
Information Theoretic Learning
by Jose C. PrincipeThis book presents the first cohesive treatment of Information Theoretic Learning (ITL) algorithms to adapt linear or nonlinear learning machines both in supervised or unsupervised paradigms. ITL is a framework where the conventional concepts of second order statistics (covariance, L2 distances, correlation functions) are substituted by scalars and functions with information theoretic underpinnings, respectively entropy, mutual information and correntropy. ITL quantifies the stochastic structure of the data beyond second order statistics for improved performance without using full-blown Bayesian approaches that require a much larger computational cost. This is possible because of a non-parametric estimator of Renyi's quadratic entropy that is only a function of pairwise differences between samples. The book compares the performance of ITL algorithms with the second order counterparts in many engineering and machine learning applications. Students, practitioners and researchers interested in statistical signal processing, computational intelligence, and machine learning will find in this book the theory to understand the basics, the algorithms to implement applications, and exciting but still unexplored leads that will provide fertile ground for future research.
Information Theoretic Principles for Agent Learning (Synthesis Lectures on Engineering, Science, and Technology)
by Jerry D. GibsonThis book provides readers with the fundamentals of information theoretic techniques for statistical data science analyses and for characterizing the behavior and performance of a learning agent outside of the standard results on communications and compression fundamental limits. Readers will benefit from the presentation of information theoretic quantities, definitions, and results that provide or could provide insights into data science and learning.