Abstract
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.
This is a preview of subscription content, log in via an institution to check access.
Similar content being viewed by others
References
Anderson, D. R., Sweeney, D. J., Williams, T. A., Camm, J. D., & Cochran, J. A. (2016). An introduction to management science: Quantitative approaches to decision making (14th ed.). Boston: Cengage Learning.
Banares, J. A., Altmann, J., & Vanmechelen, K. (2016). Economics of computing services. Future Generation Computer Systems, 55, 401–402.
Fang, D., Liu, X., Romdhani, I., Jamshidi, P., & Pahl, C. (2016). An agility-oriented and fuzziness-embedded semantic model for collaborative cloud service search, retrieval and ecommendation. Future Generation Computer Systems, 56, 11–26.
Grossberg, S. (2012). Adaptive resonance theory: How a brain learns to consciously attend, learn, and recognize a changing world. Neural Networks, 37, 1–47.
Hachaj, T., & Ogiela, M. R. (2011). CAD system for automatic analysis of CT perfusion maps. Opto-Electronic Review, 19(1), 95–103.
Ogiela, L. (2008). Cognitive computational intelligence in medical pattern semantic understanding. In M. Guo, L. Zhao & L. Wang (Eds.), Fourth international conference on natural computation, ICNC 2008, Jinan, Shandong, China, 18–20 October 2008, pp. 245–247.
Ogiela, L. (2010). Computational intelligence in cognitive healthcare information systems. In I. Bichindaritz, S. Vaidya & A. Jain et al. (Eds.), Computational intelligence in healthcare 4: Advanced methodologies, studies in comutational intelligence (Vol. 309, pp. 347–369).
Ogiela, L. (2013a). Cognitive informatics in image semantics description, identification and automatic pattern understanding. Neurocomputing, 122, 58–69.
Ogiela, L. (2013b). Data management in cognitive financial systems. International Journal of Information Management, 33, 263–270.
Ogiela, L. (2013c). Semantic analysis and biological modelling in selected classes of cognitive information systems. Mathematical and Computer Modelling, 58, 1405–1414.
Ogiela, L. (2014). Towards cognitive economy. Soft Computing, 18(9), 1675–1683.
Ogiela, L., & Ogiela, M. R. (2014). Cognitive systems for intelligent business information management in cognitive economy. International Journal of Information Management, 34(6), 751–760.
Ogiela, L., & Ogiela, M. R. (2015a). Management information systems. In J. J. Park, Y. Pan & H. C. Chao et al (Eds.), 2nd FTRA international conference on ubiquitous computing application and wireless sensor network (UCAWSN), South Korea, 7–10 July 2014, Ubiquitous Computing Application and Wireless Sensor, Lecture Notes in Electrical Engineering (Vol. 331, pp. 449–456).
Ogiela, M. R., & Ogiela, L. (2015b). Bio-inspired approaches for secret data sharing techniques. In 2015 International conference on intelligent informatics and biomedical sciences (ICIIBMS), Okinawa, Japan, 28–30 November 2015, pp. 75–78.
Ogiela, M. R., & Ogiela, U. (2008). Linguistic extension for secret sharing (m, n)-threshold schemes. In SECTECH 2008 international conference on security technology, Hainan Isl., China, 13–15 December 2008, pp. 125–128.
Ogiela, M. R., & Ogiela, U. (2009a). Security of linguistic threshold schemes in multimedia systems. In E. Damiani, J. Jeong & R. J. Howlett et al. (Eds.), New directions in intelligent interactive multimedia systems and services 2, studies in computational intelligence (Vol. 226, pp. 13–20).
Ogiela, M. R., & Ogiela, U. (2009b). Shadow generation protocol in linguistic threshold schemes. In: D. Slezak, T. H. Kim., & W. C. Tang et al. (Eds.), Security technology, communications in computer and information science (Vol. 58, pp. 35–42).
Winston, W. L., & Albright, S. C. (2016). Practical management science (5th ed.). Boston: Cengage Learning.
Zhang, Q., Chen, H., Shen, Y., Ma, S., & Lu, H. (2016). Optymization of vitrual resource management for cloud applications to cope with traffic burst. Future Generation Computer Systems, 58, 42–55.
Acknowledgements
This work has been supported by the National Science Centre, Republic of Poland, under Project Number DEC-2013/09/B/HS4/00501.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Ogiela, L., Ogiela, U. New paradigms of cognitive management extending computational intelligence approaches. Ann Oper Res 265, 293–304 (2018). https://doi.org/10.1007/s10479-016-2395-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10479-016-2395-x