New paradigms of cognitive management extending computational intelligence approaches

作者：Ogiela Lidia^*; Ogiela Urszula

来源：Annals of Operations Research, 2018, 265(2): 293-304.

DOI：10.1007/s10479-016-2395-x

• Cognitive management
• Information systems
• Semantic interpretation
• Cognitive data analysis

This publication presents new paradigms of cognitive management in information systems. The cognitive management aspects dedicated to support management processes are based on interpretations of the meaning of the analyzed data/situation, etc. The management processes are shown as it is applied to different subjects because of the diverse possibilities of executing management processes. This publication shows the versatility of the presented approaches. Cognitive management processes were defined on the basis of methods for the cognitive interpretation of information applied to semantic information contained in data sets. Semantic data interpretation used to determine the meaning of the analyzed information, and semantic layers contained in data sets. Also is dedicated to significance for the whole-process of cognitive management. Cognitive management processes were discussed as they are applied to various subjects, i.e. data, information, structures, processes or situations. Cognitive management processes were defined for the purpose of supporting existing data management solutions.

• 出版日期2018-6