IMPROVEMENT OF THE METHOD FOR SOLVING THE TASK OF EARLY IDENTIFICATION OF INFORMATION SYSTEM CONFIGURATION ITEMS
DOI:
https://doi.org/10.34185/1991-7848.itmm.2026.01.036Keywords:
Information System, Configuration Item, Early Identification Task, Function, Architectural Entity, DBSCANAbstract
The features of solving the task of early identification of an information system configuration items are considered. A significant dependence of the results of solving this task on the requirements method and quality of the representations put forward to the information system is established. The features of using artificial intelligence methods and algorithms in the processes of solving this task are considered. An improvement of the method for solving the task of early identification of an information system configuration items is proposed. The essence of the improvement is to use the DBSCAN clustering algorithm to identify architectural elements as clusters of individual functions of the information system. The use of the improved method allows you to automate the procedure for synthesizing the description of the information system architecture. The use of this automated procedure contributes to improving the quality of information system development by allocating for design a set of architectural entities of this system, which is much smaller than the set of elementary functions of the information system.
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