Web Semantics: Cutting Edge and Future Directions in Healthcare

Web Semantics is essential for exploiting web resources better and making them more meaningful for humans and machines. It focuses on Representation, Reasoning, and Security, with a special focus on healthcare. This book summarizes trends and research advances in web semantics, highlighting existing tools and techniques, methodologies, and research solutions.

Format: Paperback / softback
Length: 288 pages
Publication date: 07 April 2021
Publisher: Elsevier Science Publishing Co Inc

Web semantics play a crucial role in enhancing the description and utilization of web resources, thereby contributing to the development of a knowledge-intensive data web. As the world transitions from data to knowledge and the web evolves from a document model to a data model, the underlying objective is to make data more machine-readable and processable. In this context, the reconciliation of semantic and web technologies holds immense significance for advancing the field further.

Web Semantics: Cutting Edge and Future Directions in Healthcare provides a comprehensive overview of the three fundamental components of Semantic Web research: representation, reasoning, and security, with a particular emphasis on the healthcare domain. This book summarizes the latest trends and cutting-edge research advancements in web semantics, highlighting existing tools, techniques, methodologies, and research solutions. It offers easily accessible information on web semantics, encompassing both data semantics and service semantics.

The significance of web semantics lies in its ability to improve the understanding and interpretation of web content by both humans and machines. By leveraging semantic technologies, web resources can be annotated with meaningful metadata, enabling better indexing, search, and retrieval. This, in turn, facilitates the discovery of relevant information, supports intelligent decision-making, and promotes the integration of diverse data sources.

In the healthcare domain, web semantics holds immense potential for improving patient care, medical research, and healthcare administration. By semanticizing healthcare data, researchers can gain a deeper insights into disease patterns, develop more accurate diagnoses, and explore new treatment options. Moreover, web semantics can facilitate the exchange of healthcare information between different systems and stakeholders, promoting interoperability and collaboration.

However, there are also challenges and limitations associated with web semantics. One of the key challenges is the lack of standardization and interoperability among different semantic technologies and frameworks. This can make it difficult to integrate and reuse semantic data across different applications and domains. Additionally, the complexity of semantic reasoning and the need for advanced computational resources can pose barriers to the widespread adoption of web semantics.

To address these challenges, ongoing research and development efforts are focused on advancing web semantics technologies, developing new methodologies, and promoting standardization and interoperability. Some of the emerging trends in web semantics include the use of linked data, ontologies, and semantic web services, as well as the integration of artificial intelligence and machine learning techniques.

In conclusion, web semantics is a rapidly evolving field with significant potential to transform the way we interact with and analyze web content. By reconciling semantic and web technologies, we can create a more intelligent, knowledge-driven, and interconnected web that can benefit individuals, organizations, and society as a whole. As we continue to explore the frontiers of web semantics, we can expect to see more innovative applications and solutions that will drive progress in various industries and domains.

Weight: 596g
Dimension: 190 x 235 x 22 (mm)
ISBN-13: 9780128224687