Aguilar, Ernest Sean <br/><br/>
Ang tipo kong kwento:  An a.i-based tagalog story writter/ 
Ernest Sean Aguilar, Ericka Joy R. Formanes, Grace Anne C. Garchitorena, Niño Angelo M. Manzanero, and Paolo O. Santos.--  
 - Manila:  Technological University of the Philippines,   2025. 
 - vii, 120pages:  29cm. 
<br/><br/> Bachelor's thesis 
<br/><br/>College of Science.-- 
<br/><br/>Includes bibliographic references and index. 
<br/><br/> This study fills the gap of the limited access of Tagalog children’s literature by<br/>developing Ang Tipo Kong Kwento, an A.I powered web application that generates<br/>personalized stories for its users that is appropriate for ages ranging from 6 to 9 years old.<br/>Using a fine-tuned Tagalog GPT-2 model trained on a curated dataset of multiple Filipino<br/>stories such as Alamat, Kwentong Bayan, and Pabula, the system enables parents and<br/>educators of young children to create a captivating, engaging, and age-appropriate stories<br/>to read and help with language development of children. The system is built using React<br/>for the front end of the web application, Python Flask for the backend, and lastly<br/>PostgreSQL for the management of the database. The web application also has features that<br/>further enhances user experience like interactive reading modes, a soundboard, PDF<br/>download, and of course the customization of the story. We followed the Agile Scrum<br/>Methodology and adhered to the ISO/IEC 25010 standards for the development and<br/>evaluation of this study. It achieved very to highly acceptable upon the end of evaluation<br/>for its Functional Suitability, Performance Efficiency, Compatibility, Security, Usability,<br/>Portability, and Maintainability. Even though the system is able to make stories that follow<br/>the users input we noticed limitations such as the reliance on a stable internet connection,<br/>and inconsistent story quality. The study has shown that it has promise to help the lack of<br/>Tagalog educational resources with the use of A.I but refinement on its story generation<br/>and a more diverse multimedia would further cement its potential. Ang Tipo Kong Kwento<br/>is a start for the next level of the use of technology in education to aid and broaden Filipino<br/>literacy through the use of A.I in storytelling. 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Computer science<br/>Artificial intelligence<br/>Web application
<br/><br/><label>LC Class. No.: </label>BTH QA 76   / A38 2025