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

• Date: 2023
• Main Authors: Shynkarenko, V.I., Demydovych, I.M.
• Format: Article
• Language: English
• Published: PROBLEMS IN PROGRAMMING 2023
• Subjects: natural language texts; authorship determination; genetic algorithm; recurrent analysis; statistical analysis; text classification; pattern recognition; formal grammars; UDK 004.91
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/577
• Journal Title: 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...