Information and Knowledge in Internet of Things
Information and Knowledge in Internet of Things
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This book explores the Internet of Things, focusing on data management, processing, information extraction, technology, knowledge management, sharing, co-creation, integration, and the development of intelligent services. It demonstrates how IoT enables communication and ubiquitous computing between global citizens, networked machines, and physical objects, paving the way for a future integration of the real and virtual worlds.
Format: Paperback / softback
Length: 486 pages
Publication date: 08 October 2022
Publisher: Springer Nature Switzerland AG
This comprehensive book delves deep into the realm of the Internet of Things (IoT), offering readers a valuable insight into the world of information and knowledge. It explores various aspects of data management and processing, information extraction, technology, knowledge management, knowledge sharing, knowledge co-creation, knowledge integration, and the development of innovative intelligent services that are accessible anytime, anywhere, by anyone.
The authors of this book showcase how IoT enables seamless communication and ubiquitous computing between global citizens, interconnected machines, and physical objects. This interconnected network provides a promising vision of the future, where the real world of knowledge agents and things seamlessly integrates with the virtual world of information.
In the first chapter, the authors provide an overview of the IoT landscape, highlighting its significance in today's digital age. They discuss the various components and technologies that make up the IoT, including sensors, devices, networks, and cloud computing. They also explore the challenges and opportunities that arise from the widespread adoption of IoT, such as data security, privacy, and scalability.
The second chapter delves into the realm of data management and processing in the IoT. The authors discuss the importance of collecting, storing, and analyzing large amounts of data generated by IoT devices. They explore different techniques and algorithms for data mining, machine learning, and pattern recognition, which are essential for extracting valuable insights and making informed decisions.
The third chapter focuses on information extraction from IoT data. The authors discuss the challenges of extracting meaningful information from noisy and unstructured data streams. They introduce various techniques, such as natural language processing, text mining, and image analysis, that can help automate the extraction of relevant information from IoT data.
The fourth chapter explores the role of technology in the IoT. The authors discuss the advancements in hardware, software, and communication technologies that have enabled the development of IoT devices and networks. They also explore the potential applications of IoT in various industries, such as healthcare, transportation, agriculture, and smart cities.
The fifth chapter delves into knowledge management in the IoT. The authors discuss the importance of managing and sharing knowledge among stakeholders in the IoT ecosystem. They explore different approaches to knowledge management, such as knowledge repositories, knowledge graphs, and collaborative platforms, that can help facilitate knowledge sharing and collaboration.
The sixth chapter explores knowledge sharing and co-creation in the IoT. The authors discuss the challenges of sharing and collaborating on knowledge in a distributed and heterogeneous environment. They introduce various mechanisms, such as social networking, crowdsourcing, and peer-to-peer learning, that can help promote knowledge sharing and collaboration among stakeholders.
The seventh chapter focuses on knowledge integration in the IoT. The authors discuss the challenges of integrating different types of knowledge and expertise from different stakeholders in the IoT ecosystem. They introduce various techniques, such as ontologies, semantic web technologies, and knowledge representation languages, that can help facilitate knowledge integration and interoperability.
The eighth chapter explores the development of new intelligent services in the IoT. The authors discuss the potential applications of IoT in various domains, such as healthcare, transportation, energy, and entertainment. They introduce innovative services, such as smart homes, autonomous vehicles, energy management systems, and entertainment platforms, that leverage the capabilities of IoT to enhance the quality of life and improve efficiency.
In conclusion, this comprehensive book provides readers with a deep understanding of the Internet of Things and its potential to revolutionize the way we interact with the world around us. It offers valuable insights into data management and processing, information extraction, technology, knowledge management, knowledge sharing, knowledge co-creation, knowledge integration, and the development of innovative intelligent services. By exploring the various aspects of IoT, the authors provide a roadmap for building a more connected and intelligent world.
Weight: 753g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030751258
Edition number: 1st ed. 2022
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