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Data management in cognitive financial systems
Authors:Lidia Ogiela
Institution:AGH University of Science and Technology, Al. Mickiewicza 30, PL-30-059 Krakow, Poland
Abstract:This publication discusses ways of using cognitive analyses for semantically interpreting economic figures. A semantic analysis making use of mathematical linguistic algorithms in order to extract meaning from sets of analysed data is illustrated with an example of a class of cognitive systems designed to analyse economic figures, or more precisely, financial ratios. The cognitive analysis systems presented in this publication are discussed as exemplified by the class of Cognitive Financial Analysis Information Systems (CFAIS). This publication proposes algorithms executed by a broad class of automatic data interpretation and understanding systems designed for the in-depth semantic analysis and interpretation of the results obtained. This will be done by defining new system classes as applications supporting decision-making processes, useful in various areas of knowledge.
Keywords:Cognitive systems  Data analysis  CFAIS systems (Cognitive Financial Analysis Information Systems)  Cognitive informatics  Cognitive systems  UBMLRSS systems (Understanding Based Management Liquidity Ratios Support Systems)  UBMFLRSS systems (Understanding Based Management Financial Leverade Ratios Support Systems)  UBMARSS systems (Understanding Based Management Activity Ratios Support Systems)  UBMRRSS systems (Understanding Based Management Rentability Ratios Support Systems)
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