• Title/Summary/Keyword: Broadcast news

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Deepfake Detection using Supervised Temporal Feature Extraction model and LSTM (지도 학습한 시계열적 특징 추출 모델과 LSTM을 활용한 딥페이크 판별 방법)

  • Lee, Chunghwan;Kim, Jaihoon;Yoon, Kijung
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • fall
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    • pp.91-94
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    • 2021
  • As deep learning technologies becoming developed, realistic fake videos synthesized by deep learning models called "Deepfake" videos became even more difficult to distinguish from original videos. As fake news or Deepfake blackmailing are causing confusion and serious problems, this paper suggests a novel model detecting Deepfake videos. We chose Residual Convolutional Neural Network (Resnet50) as an extraction model and Long Short-Term Memory (LSTM) which is a form of Recurrent Neural Network (RNN) as a classification model. We adopted cosine similarity with hinge loss to train our extraction model in embedding the features of Deepfake and original video. The result in this paper demonstrates that temporal features in the videos are essential for detecting Deepfake videos.

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A Study on the Development of the Broadcast Content Creators' Information Behavior Model through Analysis of the Planning Process (방송기획과정 분석을 통한 방송콘텐츠 창작자의 정보활동모형 개발에 관한 연구)

  • Lee, Jung-Yeoun
    • Journal of the Korean Society for Library and Information Science
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    • v.43 no.4
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    • pp.59-81
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    • 2009
  • This study is aimed at developing a broadcast content creators' information behavior model through analysis of the process of information use including an integrated perspective such as cognitive, emotional and environmental aspects. Broadcast content creators have a common cognitive process and pools of information exchange and integration. In order to have emotional empathy with the general public they search and use the news and human and everyday life information seeking (ELIS). The most important thing is the context of social norms and culture in the broadcasting community and information about judgment is subjective and empirical.

Simulation of Disaster Broadcast Service Using Terrestrial UHD Additional Data (지상파 UHD 부가 데이터를 활용한 재난방송 서비스 시뮬레이션)

  • Kwak, Chunsub;Lee, Man-Kyu;Lee, Hyun-Ji
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.58-68
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    • 2020
  • In this paper, we simulated disaster broadcast service using terrestrial UHD additional data. We looked at nine functions(warning alarm, location-based information, multilingual, re-viewing the title of breaking news, evacuation knack video, CCTV, clip video, wake up, automatic channel switching) by referring to ATSC 3.0 standards. Analyzing the advantages and problems of the proposed disaster broadcast. Expert interviews were conducted after a demonstration and explanation of terrestrial UHD disaster broadcast. They said that the problems with the technology were difficulty in using, obstruction of viewing, content creation problems, and problems with advertisers. In addition to the lack of simulation-based research, this research has provided an insight into the technology by showing it in a visible way. This helped shape the advantages and problems of technology.

Optimistic Concurrency Control based on TimeStamp Intervals for Broadcast Environment: OCC/TI (방송환경에서 타임스탬프 구간에 기반을 둔 낙관적 동시성 제어 기법)

  • 이욱현;황부현
    • Journal of KIISE:Databases
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    • v.29 no.6
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    • pp.477-491
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    • 2002
  • The broadcast environment has asymmetric communication aspect that is typically much greater communication bandwidth available from server to clients than in the opposite direction. In addition, mobile computing systems generate mostly read-only transactions from mobile clients for retrieving different types of information such as stock data, traffic information and news updates. Since previous concurrency control protocols, however, do not consider such a particular characteristics, the performance degradation occurs when previous schemes are applied to the broadcast environment. In this paper, we propose optimistic concurrency control based on timestamp interval for broadcast environment. The following requirements are satisfied by adapting weak consistency that is the appropriate correctness criterion of read-only transactions: (1) the mutual consistency of data maintained by the server and read by clients (2) the currency of data read by clients. We also adopt the timestamp Interval protocol to check the weak consistency efficiently. As a result, we improved a performance by reducing unnecessary aborts and restarts of read-only transactions caused when global serializability was adopted.

A Study on the Stabilization of Bit Rate and LTE for the TV DMNG Broadcasting

  • Jeong, Gyoung Youl
    • International Journal of Advanced Culture Technology
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    • v.6 no.4
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    • pp.266-274
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    • 2018
  • Securing field screens through LTE broadcasting is a very valuable technology in news production because of its locality and concurrency. TV has the advantage of being able to deliver news faster than newspapers and make live coverage on the scene of events and events. To maximize this, not only middle-end broadcasters but also existing broadcasting stations are taking an active role in broadcasting using LTE. However LTE broadcasting has yet to secure any conflicting values of broadcasting stability and securing high-definition. The key to solving this difficulty is the transmission rate of Bit Rate. This paper compares the Bit Rate transmission method, which is variable and fixed, to provide more on-site screens through LTE, and presents the Bit Rate adjustment method as a method of screen stabilization through experiment. Consequently, the most stable broadcast screen can be obtained when transmitting and connecting it to broadcasting in a variable 5M method.

A comparative study of news media coverage on the presidential candidate's commitments: applying Content Analysis method (대통령후보 공약에 대한 언론보도 비교연구: 보수적 언론과 진보적 언론의 내용분석을 중심으로)

  • Hong, Yong-Rak
    • Journal of Digital Convergence
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    • v.15 no.11
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    • pp.85-95
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    • 2017
  • The news media report the pledges of presidential candidates, which have important implications for political communication. This study is to investigate the difference between news coverage on the presidential candidate' s pledge and to discuss its implications. The sampled news from the two newspapers were analyzed for content analysis. Frequency analysis and Chi-square analysis are utilized with SPSS. As results, there was no difference in the tone of the article's headlines, but the difference of the tone between the article content was statistically significant. The results means that the media framing affect on the reader's perception. Follow - up study can be suggested a comparative study of past election candidates 'pledge reports, a network analysis for the news language, and a comparative analysis of newspaper coverage and broadcast coverage.

On the Restriction of Cable TV Local Channel's News Commentary Function (케이블TV 지역채널의 해설.논평 금지에 관한 일 고찰)

  • Shin, Tae-Sub;Kim, Jae-Young
    • Korean journal of communication and information
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    • v.56
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    • pp.117-131
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    • 2011
  • This study critically reviews the justifications for the restriction of cable local channel's news commentary function in terms of the fundamental principle of journalism. By doing so, it tries to find some problems and ways to solve them. Broadcasting Law and Korea Communications Commission's Rule inhibiting the news commentary of cable local channel on specific issues conflict with the basis of journalism which is particularly represented in Broadcasting Law. The law and rule tend to solidify public opinion for vested rights of local worthies. In addition, they are likely to degenerate cable local channel to the tools for promoting local government. Therefore, this article proposes the revision of the law and rule towards permitting the news commentary of cable local channel. At the same time, it suggests a new broadcasting policy for inducing cable local channel to increase manpower resources and production investment.

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A Comparative Analysis of Fact-Checking News Fairness in South Korean Broadcasting (한국 방송의 팩트 체크 뉴스 공정성 비교 분석)

  • Dong, seho;Ahn, horim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.3
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    • pp.495-508
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    • 2023
  • To compare whether broadcast fact-checking news, which aims to overcome the limitations of objective reporting, ensures fairness, we analyzed 227 fact-checked news stories aired on the main news of KBS, MBC SBS, TV Chosun, JTBC MBN, and YTN from January 1, 2022 to May 31, 2022, when the 20th presidential and local election campaigns were held. The analysis showed clear differences in fact-checking targets and narratives by broadcasters. In general, MBC, JTBC,and YTN were more likely to favor liberal parties such as the Democratic Party, while TV Chosun had a lot of narratives favoring the conservative camp. SBS and MBN were relatively neutral. KBS seemed to be trying to remain outwardly neutral. SBS and TV Chosun were the most active in fact-checking, but they covered a wide range of issues and were characterized by a bias toward contextualizing issues that viewers were curious about, rather than clarifying the facts. The projection of ideological bias by broadcasters in fact-checking narratives is a challenge that needs to be overcome.

Automatic Recognition of Korean Broadcast News Using Flexible Vocabulary Recognition Models (가변 어휘 인식 모델을 이용한 한국어 방송 뉴스 음성의 인식)

  • 유하진
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1998.08a
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    • pp.70-73
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    • 1998
  • 본 논문에서는 한국어 방송 뉴스 인식 시스템에 관하여 기술한다. 인식 실험 과정에서는 실제로 방송된 음성을 인식하였으나, 인식을 위한 음향 모델은 본 연구소에서 갭라한 고립단어 인식용 가변 어휘 인식모델을 이용하였다. 가변 어휘 인식기는 방송 음성의 연속 문장을 이용하지 않고, 음향학적으로 고르게 분포된 고립 단어를 이용하여 학습되었다. 본 연구에서는 한국어의 특성상 문장이 영어권과 같이 단어 단위가 아닌 어절로 나누어 지는 점을 고려하여, 다양한 형태의 사전 표제어를 대상으로 실험하였다. 또한 탐색과정의 초기단계에 장거리 언어모델을 사용함으로써 인식 오류를 줄일 수 있었다.

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Case study of Lighting method to improve TV news viewers' attention span -Based on KBS News 9 Lighting Method Analysis- (TV뉴스 시청자의 집중도 향상을 위한 조명 기법의 사례 연구 -KBS 9시 뉴스 조명 기법 분석을 중심으로-)

  • Han, Hak-Soo
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.12
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    • pp.97-107
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    • 2009
  • Television News has significant impact on the information analysis of viewers by delivering world news to anonymous individuals everyday. We need to pay more attention to resolution considering the fact that even slight facial expression and the dress of TV anchor can be noticed by viewers in the high definition age, called HD TV, by radical changes in broadcasting situation. As a result, the beauty of expression that lighting technology has is extremely important in the high definition age. In news broadcast, as a phenomenon according to this change in trend, people have been looking for change in order to break with traditional TV news production by adopting DLP(Digital Lighting Processing) or LED(Light Emitting Diode). This effort has contributed to creating proper picture quality appropriate for HD TV. Nowadays Digital imaging is creating new trend in TV news production method from traditional analog-based lighting environment thanks to the development of IT(Information Technology) and digitalized lighting equipment. This change has led to building of HD studio and appropriate sets and lighting system. There are film set and projector which projects image on the screen and PDP, LCD, and DLP which has been used widely in recent years and LED which is often used as background in news program as examples, which has appeared since 1990s with HD TV. In this article, I analyzed the KBS News 9 lnce 1990s with in order to research the influence of television image component on the alyzed the KBS of TV article, I. I wille uggest the category of TV anchor image formulation in delivering information by means of lnce 1990s with based on the analysis result.