Abstract
The ever-increasing development of the market economy has increased the importance of wholesale and retail companies and enterprises located in different geographical areas to use the database of corporate information systems integrated through a single, Internet network in an efficient and coordinated manner. One of the most pressing issues is the creation of a database of corporate information systems and quality analysis of data in the database in order to allow management staff to prepare daily and analytical reports and improve the quality of the decision-making process. The information used in management and decision-making processes in these types of systems is not only numerically, but also difficult to formalize, fuzzy, and vague, which places special demands on the description and processing of data. The article considers the objects of the database of corporate information systems and the relations between them as a model described in the form of fuzzy sets and associations. The processing algorithm is described in terms of the description of fuzzy queries in the form of fuzzy associations. In addition to the software corporate information systems, the general structure of the fuzzy query processing software system has been developed. The development of a separate modular format for processing fuzzy queries is justified in terms of its flexibility and efficiency in meeting the wishes and desires of users.
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Tendentsiya razvitiya sovremennykh korporativnykh informatsionnykh system [Teндeнция paзвития coвpeмeнныx кopпopaтивныx инфopмaциoнныxcиcтeм]. http://www.management.com.ua/ims/ims010.html. Accessed 29 Apr 2020
Budushcheye korporativnoy otchetnosti: stremleniye k yedinomu videniyu [Бyдyщee кopпopa-тивнoй oтчeтнocти: cтpeмлeниe к eдинoмy видeнию]. https://assets.kpmg/content/dam/kpmg/pdf/2013/06/S_CG_6_rus.pdf. Accessed 29 Apr 2020
Vavilov, K., Sherbina, S.: WEB-integratsiya korporativnykh system [WEB-интeгpaция кopпopaтивныxcиcтeм]. https://ecm-journal.ru/docs/Web-integracija-korporativnykh-sistem.aspx. Accessed 29 Apr 2020
Inmon, W.H.: Building the Data Warehouse, 4th edn. Wiley, New York (2005)
Tryfona, N., Busborg, F., Christiansen, J.G.B.: StarER: a conceptual model for data warehouse design. In: Proceedings of the 2nd ACM International Workshop on Datawarehousing and OLAP (DOLAP), pp. 3–8. ACM, New York (1999)
Chaudhuri, S., Dayal, U.: An overview of data warehousing and OLAP technology. ACM SIGMOD Rec. 26, 65–74 (1997)
Markl, V., Bayer, R.: Processing relational OLAP queries with UB-trees and multidimensional hierarchical clustering. In: Proceedings of the International Workshop on Design and Management of Data Warehouses (DMDW), pp. 1–10 (2000)
Alalouf, C.: Hybrid OLAP. Speedware Corporation Inc., St. Laurent (1997)
Han, J., Pei, J., Kamber, M.: Data Mining: Concepts and Techniques. Elsevier (2011)
Gorunescu, F.: Data Mining: Concepts, Models and Techniques, vol. 12. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-19721-5
Shuja M, Sonu M, Majid Z: A review of data mining literature. Int. J. Comput. Sci. Inf. Secur. (IJCSIS) 14(11) (2016)
IBM Cognos Analytics. http://www.cognos.com/. Accessed 29 Apr 2020
Seventh International Fuzzy System Association World Congress. University of Economics Prague. IFSA 1997 (1997)
Eufit’98 6th European Congress on Intelligent Tecniquies and Soft Computing ELITE- European Laboratory for Intelligent Tecniquies Engineering. Hrsg. Von Prof. Dr. Dr. h.c. Hans-Jurgen Zimmermann.- Aachen:Mainz (1998). ISBN3-89653-500-5
Alakbarov, R., et al.: Processing of fuzzy queries and software implementation to a relational database of wholesale and retail commercial enterprises. In: 12th International Conference on Application of Fuzzy Systems and Soft Computing, ICAFS 2016, Vienna, Austria, 29–30 August 2016. Procedia Comput. Sci. 102, 490–494 (2016). https://doi.org/10.1016/j.procs.2016.09.432
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Alekperov, R. (2022). Development and Implementation of an Algorithm for Processing Fuzzy Queries to Relational Databases. In: Kahraman, C., Cebi, S., Cevik Onar, S., Oztaysi, B., Tolga, A.C., Sari, I.U. (eds) Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation. INFUS 2021. Lecture Notes in Networks and Systems, vol 307. Springer, Cham. https://doi.org/10.1007/978-3-030-85626-7_104
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DOI: https://doi.org/10.1007/978-3-030-85626-7_104
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