Data management in cognitive financial systems

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.

[1]  Noam Chomsky,et al.  Language and problems of knowledge : the Managua lectures , 1990 .

[2]  Lidia Ogiela,et al.  Cognitive Systems for Medical Pattern Understanding and Diagnosis , 2008, KES.

[3]  Marek R. Ogiela,et al.  Cognitive approach to bio-inspired medical image understanding , 2010, 2010 IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA).

[4]  Alexander M. Meystel,et al.  Intelligent Systems: Architecture, Design, and Control , 2000 .

[5]  Jane P. Laudon,et al.  Management Information Systems: Managing the Digital Firm , 2010 .

[6]  Lidia Ogiela,et al.  UBIAS systems for cognitive interpretation and analysis of medical images , 2009 .

[7]  Lidia Ogiela,et al.  Syntactic Approach to Cognitive Interpretation of Medical Patterns , 2008, ICIRA.

[8]  Lidia Ogiela,et al.  Cognitive Applications for Semantic and Cognitive Data Analysis , 2012, 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing.

[9]  Lidia Ogiela,et al.  Cognitive Informatics in Automatic Pattern Understanding and Cognitive Information Systems , 2010 .

[10]  Lidia Ogiela,et al.  Modelling of Cognitive Processes for Computer Image Interpretation , 2008, 2008 Second UKSIM European Symposium on Computer Modeling and Simulation.

[11]  Marek R. Ogiela,et al.  Cognitive systems in medical data interpretation and image understanding , 2011, The 7th International Conference on Networked Computing and Advanced Information Management.

[12]  L. Ogiela.  Cognitive Understanding Based Image Analysis Systems (UBIAS) of the Diagnostic Type , 2007, 2007 IEEE International Workshop on Imaging Systems and Techniques.

[13]  David G. Stork,et al.  Pattern Classification , 1973 .

[14]  David G. Stork,et al.  Pattern Classification (2nd ed.) , 1999 .

[15]  David McMenemy,et al.  Digital service analysis and design: The role of process modelling , 2012, Int. J. Inf. Manag..

[16]  Marek R. Ogiela,et al.  Semantic Analysis Processes in UBIAS Systems for Cognitive Data Interpretation , 2011, 2011 Fifth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing.

[17]  Victor C. M. Leung,et al.  Context-Aware Mobility Management in Heterogeneous Network Environments , 2011, J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl..

[18]  L. Ogiela,et al.  Innovation approach to cognitive medical image interpretation , 2008, 2008 International Conference on Innovations in Information Technology.

[19]  Lidia Ogiela,et al.  Cognitive Computational Intelligence in Medical Pattern Semantic Understanding , 2008, 2008 Fourth International Conference on Natural Computation.

[20]  Lidia Ogiela,et al.  Computational Intelligence in Cognitive Healthcare Information Systems , 2010 .

[21]  Marek R. Ogiela,et al.  Semantic Analysis Processes in Advanced Pattern Understanding Systems , 2011 .

[22]  Alex M. Andrew,et al.  Intelligent Systems: Architecture, Design, and Control , 2002 .

[23]  L. Bernstein.  The analysis of financial statements , 1978 .

[24]  Marek R. Ogiela,et al.  Cognitive Techniques in Visual Data Interpretation , 2009, Studies in Computational Intelligence.

[25]  Lidia Ogiela.  UBMSS (Understanding Based Managing Support Systems) as an Example of the Application of Cognitive Analysis in Data Analysis , 2007, 6th International Conference on Computer Information Systems and Industrial Management Applications (CISIM'07).

[26]  Marek R. Ogiela,et al.  Advances in Cognitive Information Systems , 2012, Cognitive Systems Monographs.