@article{M8E2B335B,
title = "Implementation of Real-Time News Summary Service System Based on KoBART for the Visually Impaired",
journal = "The Journal of Korean Institute of Communications and Information Sciences",
year = "2025",
issn = "1226-4717",
doi = "10.7840/kics.2025.50.12.1982",
author = "Sangrok Lee",
keywords = "News summary, the Visually, Impaired, KoBART, Paragraph, Segmentation, Overlap",
abstract = "This paper implemented a Korean news summary service system that can improve news accessibility of the visually impaired. The news summary server periodically accesses news web pages to search for the latest news, and then crawls the original news articles to deliver them to the AI summary model. The implemented KoBART-based news summary model was fine-tuned using the news dataset provided by the AI Hub site. In addition, for news summary with a token size of 1024 or more, we approached the original news using a paragraph division method, and overlapped 10~20% of sentences during the paragraph division process to minimize the loss of contextual information due to paragraph division. The proposed system applied a paragraph division unit of 512 size and was implemented in a way that 3 sentences overlap between paragraphs. As a result, we confirmed that the implemented system enables the visually impaired people to use a news summary service using a mobile device."
}