Download PDF by Lidia Ogiela: Advances in Cognitive Information Systems

By Lidia Ogiela

ISBN-10: 3642252451

ISBN-13: 9783642252457

The improvement of machine technology is now so speedy that we, the readers, in-creasingly obtain know-how information approximately new options and purposes which quite often straddle the border among the true and the digital worlds. computing device technology is additionally the world during which cognitive technology is witnessing a renaissance, be-cause its blend with technical sciences has given beginning to a large medical self-discipline known as cognitive informatics. And it really is this self-discipline which has turn into the most topic of this monograph, that is additionally to function one of those consultant to cognitive informatics difficulties.

This e-book is the results of paintings on platforms for the cognitive research and inter-pretation of assorted information. the aim of such an analytical strategy is to teach that for an in-depth research of knowledge, the layers of semantics contained in those units has to be taken into consideration. The interdisciplinary nature of the options proposed signifies that the topic of cognitive platforms forming a part of cognitive informatics turns into a brand new problem for the study and alertness paintings performed.

The authors of this monograph desire that it'll advisor Readers on a fascinating and exact trip in the course of the intricacies of knowledge and cognitive technological know-how.

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Source: developed on the basis of [142] The operation of the OAR model is made possible by Wang defining the notion of neural informatics (NeI). 5. The Neural Informatics model (NeI) – understood as the new, biological/psychological, interdisciplinary perspective on knowledge and information representation taking place in the human brain at the neural level, illustrated using mathematical models. Neural informatics is a branch of cognitive informatics which recognises human memory as the basis and foundation of intelligence, whether natural or artificial.

In this case, the whole definition process should be reconsidered, as the error may have occurred at any stage of it. Cognitive systems carry out the correct semantic analysis by applying a linguistic approach developed by an analogy to cognitive/decision-making processes taking place in the human brain. These processes are aimed at the in-depth analysis of various data sets. Their correct course implies that the human cognitive system is 40 2 Fundamentals of Cognitive Informatics successful. The system thus becomes the foundation for designing cognitive data analysis systems.

This decision is the result of the completed data analysis (Fig. 14). Fig. 14. Data analysis process The data analysis process is complemented with the cognitive analysis, which consists in selecting consistent pairs and non-consistent pairs of elements from the generated set of features characteristic for the analysed set and from the set of expectations as to the analysed data generated using the expert knowledge base kept in the system. The comparison leads to cognitive resonance aimed at identifying consistent pairs and non-consistent pairs, where the latter are immaterial in the further analysis.

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Advances in Cognitive Information Systems by Lidia Ogiela

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