Browsing by Author "Jhostin Omar Vacacela Saca"

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    Sistema de representación de grafos y calificación para el proceso de escritura del idioma inglés con la implementación de inteligencia artificial
    (Instituto Tecnológico Superior Sudamericano, 2024) Jhostin Omar Vacacela Saca
    This work titled "Graph Representation and Grading System for the English Writing Process with the Implementation of Artificial Intelligence" addresses the need to improve English teaching and learning strategies through advanced technologies. The main objective is to implement a graph-based model using artificial intelligence with Neo4j, allowing a visual and structural representation of the English writing process. Natural language processing techniques were applied to extract relevant information from English texts, and machine learning algorithms were used to identify patterns and trends in writing. The results show that the developed model not only facilitates the understanding and evaluation of students' progress but also provides a valuable tool for teachers, enabling more personalized and effective teaching. The system's validation demonstrated its effectiveness in identifying key stages and relationships in the writing process, comparing favorably with evaluations conducted by experts. This project significantly contributes to the field of education, offering innovative and practical solutions to improve English proficiency in a globalized context.