Advancing Karakalpak Linguistics with Dictionary-Based Morphological Analysis: Implications for Text Correction Systems
Abstract
The article presents an original method of morphological analysis of the Karakalpak language, based on the dictionary approach, focusing on its application in text correction systems. The algorithm analyzes words, identifying their roots and affixes using an extensive dictionary of roots of more than ten-thousand-word forms and affixes, as well as a dictionary of exceptions for words that do not applicable for general grammatical rules. Proposed approach allows for high accuracy in determining the morphological structure of words and offers the user correction options for potentially misspelled words. The work contributes to the development of linguistic tools for the Karakalpak language and highlights the importance of developing technologies to support linguistic diversity and digital inclusion. In addition, as part of this work, the authors analyzed a number of existing scientific studies closely related to the topic under study in order to develop the most relevant and effective solution for automatic text correction of texts in Karakalpak language.