Towards the definition of an information quality metric for information fusion models - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Towards the definition of an information quality metric for information fusion models write by Horacio Paggi. This book was released on . Towards the definition of an information quality metric for information fusion models available in PDF, EPUB and Kindle. Managing information quality has become important in cyber-physical systems dealing with big data. In this regard, different models have been proposed, mainly in flat peer-to-peer networks, in which exchanging information efficiently is a key aspect due to scarce resources. However, little research has been conducted on information quality metrics for cyber-physical scenarios. In this paper, we propose an information quality metric and show its application to an information fusion model. It is a “model-oriented quality metric” since it allows non-predefined variants on its configuration depending on the application domain. The model was tested on several simulations using open datasets. The results obtained in the performance of the model confirm the validity of the information quality metric, proposed in this paper, on which the model is based. The model may have a wide variety of applications such as mobile recommendation or decision making in critical environments (emergencies, war, and so on).
Information Quality in Information Fusion and Decision Making
Information Quality in Information Fusion and Decision Making - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Information Quality in Information Fusion and Decision Making write by Éloi Bossé. This book was released on 2019-04-02. Information Quality in Information Fusion and Decision Making available in PDF, EPUB and Kindle. This book presents a contemporary view of the role of information quality in information fusion and decision making, and provides a formal foundation and the implementation strategies required for dealing with insufficient information quality in building fusion systems for decision making. Information fusion is the process of gathering, processing, and combining large amounts of information from multiple and diverse sources, including physical sensors to human intelligence reports and social media. That data and information may be unreliable, of low fidelity, insufficient resolution, contradictory, fake and/or redundant. Sources may provide unverified reports obtained from other sources resulting in correlations and biases. The success of the fusion processing depends on how well knowledge produced by the processing chain represents reality, which in turn depends on how adequate data are, how good and adequate are the models used, and how accurate, appropriate or applicable prior and contextual knowledge is. By offering contributions by leading experts, this book provides an unparalleled understanding of the problem of information quality in information fusion and decision-making for researchers and professionals in the field.
High-level Information Fusion Management and Systems Design
High-level Information Fusion Management and Systems Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook High-level Information Fusion Management and Systems Design write by Erik Blasch. This book was released on 2012. High-level Information Fusion Management and Systems Design available in PDF, EPUB and Kindle. Scientists and engineers conducting research for military applicationsshare their findings on the semiautomation of the functionalities ofcognition, comprehension, and projection so that machines can replaceor enhance human awareness of a situation. A first volume surveysvarious options for practitioners, and this second volume identifiesoptions that have been chosen by the Technical Cooperation Programrepresentatives from different countries. It covers information fusionconcepts, distributed information fusion and management, human-systeminteraction, scenario-based design, and measures of effectiveness. Annotation ©2012 Book News, Inc., Portland, OR (booknews.com).
Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022)
Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022) - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022) write by Jemal H. Abawajy. This book was released on 2023-04-07. Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022) available in PDF, EPUB and Kindle. This book presents innovative ideas, cutting-edge findings, and novel techniques, methods, and applications in a broad range of cybersecurity and cyberthreat intelligence areas. As our society becomes smarter, there is a corresponding need to secure our cyberfuture. The book describes approaches and findings that are of interest to business professionals and governments seeking to secure our data and underpin infrastructures, as well as to individual users.
