#4231. Editorial

September 2026publication date
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4 total number of authors per manuscript0 $

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Journal’s subject area:
Music;
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More details about the manuscript: Arts & Humanities Citation Index or/and Science Citation Index Expanded
Abstract:
The aim of this study is to work out the formalized approach to mathematical and algorithmic modeling of subject areas that are difficult to formalize, such as creative processes, music or any sort of arts, data sequences of unknown logic, biological and social processes etc. Music creative process has been chosen as the subject, since it typical difficult-to-formalize subject area. The authors have developed a method to construct models in subject areas difficult to formalize, applying it to create a model of musical creativity based on the structural analysis of musical texts, the cyclical structuring of statistical data, and the structural analysis of statistical information. The musical scores in the MIDI (Musical Instrument Digital Interface) format are viewed as abstract text created by analyzing statistical parameters with the subsequent modeling of musical creativity as per the obtained data. The specific fundamental task developed within this problem is applying the method to create a model of musical creativity, which allows the research to analyze and synthesize musical texts that satisfy the previously obtained or manually-provided generalized statistical parameters.
Keywords:
computer modeling, creative process, difficult-to-formalize subject areas, identification, mathematical modeling, music computer technologies, musical text, text analysis, statistical analysis

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