Methods and software for significant indicators determination of the natural language texts author profile

• Veröffentlicht in: PROBLEMS IN PROGRAMMING
• Datum: 2023
• Heft: 3
• Сторінки: 22-29
• ISSN: 1727-4907
• Автори та афіліації: V.I. Shynkarenko — Ukrainian State University of Science and Technologies; I.M. Demydovych — Ukrainian State University of Science and Technologies
• Hauptverfasser: Shynkarenko, V.I., Demydovych, I.M.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2023
• Schlagworte: natural language texts; authorship determination; genetic algorithm; recurrent analysis; statistical analysis; text classification; pattern recognition; formal grammars; UDK 004.91
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/577
• Назва журналу: Problems in programming

Methods for the formation and optimization of author profiles are presented. The author profile is an image – a vector in a multidimensional space, which components are author’s texts measurements by a number of methods based on 4-grams, stemming, recurrence analysis and formal stochastic grammar. T...