Research Paper
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Development and Evaluation of a KoBERT-Based Topic Classification Model for Political News Articles
Keywords: Political News, KoBERT, Topic Classification, Deep Learning, NLP, Media Frame, Automatic Classification
Abstract: This study aims to develop and evaluate a topic classification model for political news articles using KoBERT, a Korean language variant of BERT. We constructed a dataset of news articles mentioning m...
Status: In Review | Submitted at: 2025-07-01 22:27:17
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A Critical AI-Based Analysis of the Social Issue Framing and Unfair Academic Administration in the Aftermath of the Jeong Yu-ra Case: Focusing on Specific Ideological Frames
Keywords: Jeong Yu-ra Case, academic fairness, ideological framing, social issue construction, AI-based analysis, education policy, media discourse
Abstract: This study critically investigates how specific ideological frames contributed to the construction of social issues and influenced unfair academic administrative decisions in the aftermath of the Jeon...
Status: In Review | Submitted at: 2025-06-26 14:31:10
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A Study on the Transformation of South Korea’s Political Identity Through AI-Based Media Frame Analysis: A Comparative Analysis of the 20th and 21st Presidents and North Korea-Related Discourse
Keywords: South Korea, political identity, media frame analysis, AI-based discourse analysis, Yoon Suk-yeol, Lee Jae-myung, North Korea, BERT, sentiment analysis, political polarization
Abstract: This study aims to empirically examine how media framing contributes to the formation and transformation of political identity in South Korea, through a comparative analysis of news coverage related t...
Status: In Review | Submitted at: 2025-06-20 13:50:42
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AI-Based Analysis of Media Political Orientation: Focusing on News Framing During the Early Stage of Presidential Inauguration
Keywords: media bias, political orientation, AI, natural language processing, presidential inauguration, news framing, deep learning, sentiment analysis, topic modeling, press ideology
Abstract: In modern democratic societies, the media plays a central role in disseminating political information and shaping public opinion. The early stage of a presidential inauguration is a particularly criti...
Status: In Review | Submitted at: 2025-06-10 20:55:09
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A Machine Learning-Based Predictive Model for Court Delay Likelihood Using Case Metadata
Keywords: court delay, machine learning, judicial system, legal informatics, predictive model, SHAP, legal AI, judicial administration, delay prediction, case metadata
Abstract: Timely justice is a fundamental pillar of democratic societies and a constitutionally protected right in many jurisdictions. However, court delays remain a persistent challenge in many legal systems, ...
Status: In Review | Submitted at: 2025-06-08 08:33:50
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A Study on the Undermining of Prosecutorial Neutrality and Institutional Control Failures in South Korea: Focusing on Political Collusion and Reform Measures
Keywords: prosecutorial neutrality, political bias, South Korea, CIO, institutional failure, public officials, legal reform, accountability, judicial independence, democratic governance, political entanglement, corruption oversight
Abstract: In the Republic of Korea, public officials, including prosecutors, are required to maintain political neutrality as mandated by law. However, recent societal observations and media reports have reveal...
Status: In Review | Submitted at: 2025-06-06 12:27:15
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A Study on AI-Based Political Bias Detection Model for News Media: Focused on Coverage of Yoon Suk-yeol and Lee Jae-myung
Keywords: Artificial Intelligence, Natural Language Processing, Political Bias, Media Ideology Detection, Yoon Suk-yeol, Lee Jae-myung, News Crawling, Sentiment Analysis, Deep Learning, KoBERT, News Framing, Media Monitoring, Public Opinion
Abstract: This study aims to develop an artificial intelligence (AI)-based model to detect political bias and ideological tendencies in news articles covering Yoon Suk-yeol, the 20th President of South Korea, a...
Status: In Review | Submitted at: 2025-06-06 07:27:12
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AI-Based Detection of Political Bias in Public Institutions: Focused on the Media, Judiciary, and Executive Branches
Keywords: AI, political bias, public institutions, ideological imbalance, media, judiciary, executive branch, network analysis, natural language processing, democracy, social accountability, whistleblowing, institutional fairness, progressive ideology, transparency
Abstract: n recent years, concerns have been growing over the potential ideological bias and political influence embedded within public institutions such as the media, judiciary, and executive branches. The inf...
Status: In Review | Submitted at: 2025-06-05 21:02:44
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A Study on the Development of a Personalized Education Platform through AI-Based Music Conducting Analysis
Keywords: AI-based conducting, music education, gesture recognition, personalized learning, conducting analysis, deep learning, music technology, human-computer interaction, conducting pedagogy, motion capture
Abstract: In the field of music performance, conducting plays a pivotal role in delivering expressive musical interpretation and ensuring ensemble coordination. However, the evaluation and education of conducti...
Status: In Review | Submitted at: 2025-06-05 14:46:14
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Development of a Deep Learning-Based Model for Detecting Clickbait and Misleading Titles on YouTube: A Multimodal Dataset-Centric Approach
Keywords: clickbait detection, YouTube content moderation, misleading video titles, multimodal deep learning, BERT, CLIP, vision transformer, fake news detection, content consistency analysis, AI ethics, digital media integrity
Abstract: The proliferation of user-generated video content on platforms like YouTube has increased the prevalence of clickbait and misleading video titles, particularly those that exaggerate or misrepresent th...
Status: In Review | Submitted at: 2025-06-05 14:37:56