• Title/Summary/Keyword: 시청상황분석

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A Study on User's Purchasing Pattern based on Text mining and Location awareness for T-Commerce (T-Commerce를 위한 위치인식 및 텍스트마이닝 기반 사용자 구매 패턴 연구)

  • Song, HyeJin;Kim, Jin-Ah;Lee, Sunmin;Moon, Nammee
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2016.11a
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    • pp.134-136
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    • 2016
  • 최근 TV시청은 다양한 매체를 통해서 이루어지고 있으며, 특히 스마트폰을 통한 시청률이 늘고 있는 상황이다. 광고시장에서도 TV시청 중에 스마트기기를 함께 이용하는 멀티태스킹 사용자가 급증하고 있으며 특히 10~30대의 사용이 적극적이다. TV시청 중 스마트 기기의 사용분야는 메신저, 정보검색, SNS 순이며 스마트 기기사용 내용 중 69%는 시청하던 TV 시청과 관련된 것이었다. 이 중에 75%는 TV에 등장한 제품, 브랜드, 장소에 관한 것이다[1]. TV를 시청하는 상황에 스마트기기의 소셜 활동의 문자를 분석하는 것은 사용자 의도를 파악할 수 있는 의미가 있으며, 시청자의 현재 위치를 파악함으로써 시청자의 의도에 반영되는 상황을 파악할 수 있다. T-Commerce 구매 의도는 사용자의 현재 상황에 대한 순간 의도를 파악하는것이 중요하며, 이와 같은 구매의도를 파악하기 위해서 본 연구에서는 GPS와, Wi-Fi 기반 Fingerprinting 측위기법을 사용하여 특별한 도구나 장비의 설치 없이 현재위치와 멀티태스킹 데이터를 분석하여 구매의도를 파악한다. T-Commerce 소비환경 패턴이 바뀜에 따라, 다양한 소비 환경 데이터 분석은 효율적인 광고 제공과 만족도를 높일 것으로 기대된다.

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Digital TV personalization system based on Data Stream Mining (지능적 사용자 맞춤형 DTV 방송 서비스 시스템)

  • Shin, Se Jung;Lee, Won Suk
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.11a
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    • pp.901-902
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    • 2009
  • 최근 지상파 TV 방송의 디지털 전환 프로젝트가 본격적으로 진행되고 있다. 디지털 방송 서비스는 다매체, 다채널을 통한 방송 프로그램의 증가와 양방향 TV 방송 서비스로 인해 사용자에게 다양한 방송 프로그램의 선택과 개인별 맞춤형 시청 기회를 제공함으로써 새로운 방송 서비스 환경을 필요로 한다. 본 논문에서는 사용자의 시청 상황을 포함한 시청 패턴을 분석함으로써 시청 패턴 프로파일 및 시청 선호도 연관규칙 생성 기법을 통한 지능적 사용자 맞춤형 DTV 방송 서비스 시스템을 제안한다. 또한, 임베디드 시스템 기반의 사용자 인터페이스를 구현하여 사용자에게 적절한 추천 프로그램을 제공하고, 시청 프로그램 정보에 따른 시청 상황을 자동으로 제어하는 기능을 포함한다.

Analysis of EEG under the Simulated Right-side Driving and Left-side/Right-side Walking (우측주행 및 좌/우측보행 시뮬레이션 상황에서의 뇌파 변화 분석)

  • Lee, Seung-Ju;Seong, Si-Hun;Kim, Jeong-Ryong;Park, Ji-Su;Lee, Min-Ho
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2009.05a
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    • pp.59-62
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    • 2009
  • 본 연구에서는 통행방향의 교차 상황이 발생하였을 때와 그렇지 않았을 때의 뇌파를 정량적으로 측정하여 보행자가 인지심리적 불편함을 느끼는지 여부를 알아보았다. 총 50명의 실험참가자에게 통행방향의 교차가 발생하는 영상 4개와 그렇지 않은 영상 4개를 무작위고 시청하게 하고 좌 우 전두엽, 좌 우 후두엽, 좌 우 측두엽, 중심엽 부위에서 나타나는 뇌파 신호를 추출하였다. 추출된 뇌파는 주파수 분석을 하여 alpha파 상대 스펙트럼 값, beta파 상대 스펙트럼 값, theta파 상대 스펙트럼 값을 계산하고 동선의 교차 여부에 대한 정량적 비교를 실시하였다. 실험 결과, 통행방향이 일관된 영상을 시청하였을 때 모든 부위에서 alpha파가 높게 나오는 경향을 보였다. 본 연구 결과는 통행방향이 좌/우로 교차할 때 교차하지 않는 상황에 비해 보행자가 인지심리적 더 스트레스를 느끼는 것으로 나타났다.

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Quality and Ratings in the Performances of TV News Programs (지상파뉴스의 품질과 시청률의 상관관계에 대한 연구)

  • Kim, Eujong;Oh, Hyun-kyung
    • The Journal of the Korea Contents Association
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    • v.19 no.12
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    • pp.249-258
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    • 2019
  • Changes in media technolgy affect the competitive status of broadcasting networks as news media. The competitive media environment has pushed broadcasting network news programs to find new ways for leveling their qualitative performance up and rating. This study focuses on the empirical relationship between the two key value, news quality in terms of fairness and in-depthness and news ratings. This study is based on the analysis of broadcasting network news texts and individual news item raitngs. Empirical relationship between news quality factors and ratings was proved positive. But the relationship between the length of news item and rating was proved negative.

Examining the Korean Wave Wanghong Media of China - Based on Viewing Satisfaction and Cultural Acceptance (한류 왕홍 미디어에 관한 연구 - 시청만족도와 문화 수용성을 중심으로)

  • Lin, Tang;Cho, Hee Jung;Lee, Hye Eun
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.105-117
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    • 2020
  • This study defined the Creators who produce video contents related to Korean Wave in the form of one-person media and takes an influential role in China as the 'Korean Wave(Hallyu) Wanghong Media'. This study aimed at examining the effects of viewing motivation and behavior on satisfaction and cultural acceptance. The survey was conducted on 240 respondents who have watched the contents on China's Bilibili video site. As a result, among five different motivations, the higher the level of 'cultural curiosity', 'entertainment', and 'empathy', the higher the satisfaction. Examining the effect of viewing behavior on satisfaction, 'frequency', the act of 'sharing' and 'participating' had positive effects. Furthermore, 'cultural curiosity' and 'satisfaction' were the factors of positive influence on cultural acceptance. The results of this study can enhance the understanding of Korean Wave Wanghong Media and further contribute to continuous development.

Customized Digital TV System for Individuals/Communities based on Data Stream Mining (데이터 스트림 마이닝 기법을 적용한 개인/커뮤니티 맞춤형 Digital TV 시스템)

  • Shin, Se-Jung;Lee, Won-Suk
    • The KIPS Transactions:PartD
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    • v.17D no.6
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    • pp.453-462
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    • 2010
  • The switch from analog to digital broadcast television is extended rapidly. The DTV can offer multiple programming choices, interactive capabilities and so on. Moreover, with the spread of Internet, the information exchange between the communities is increasing, too. These facts lead to the new TV service environment which can offer customized TV programs to personal/community users. This paper proposes a 'Customized Digital TV System for Individuals/Communities based on Data Stream Mining' which can analyze user's pattern of TV watching behavior. Due to the characteristics of TV program data stream and EPG(electronic program guide), the data stream mining methods are employed in the proposed system. When a user is watching DTV, the proposed system can control the surrounding circumstances as using the user behavior profiles. Furthermore, the channel recommendation system on the smart phone environment is proposed to utilize the profiles widely.

A Study of Determinants of Video-on-Demand View : Focusing on the Correlation between COVID-19 and Movie Views (영화 VOD 시청 건수 결정요인 : 코로나 19와 영화 시청의 관계를 중심으로)

  • Hong, Jin-Woo;Ha, Ji-Hwang;Jo, Jee-Hyung
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.8
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    • pp.117-130
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    • 2021
  • The government's social distancing policy and concerns about COVID-19 are increasing restrictions on outdoor leisure activities. Based on the decrease in outdoor leisure activities and the increase in indoor leisure activities, The purpose of this study is to examine the correlation between the degree of new confirmed cases of COVID-19 and the number of VOD views. This study conducted a time series analysis for 348 days from February 18, 2020 to January 31, 2021. Data were collected from the number of daily VOD views provided by the Korean Film Council and the number of new confirmed cases of COVID-19 provided by the Korea Centers for Disease Control and Prevention. The analysis showed that the number of confirmed COVID-19 cases has a significantly positive effect on the number of daily movie VOD views at the 5% significance level. This results indicate that the more confirmed cases of COVID-10, the more people watch movie VOD as indoor leisure activities. While previous studies examined the relationship between the confirmed cases of COVID-19 and indoor leisure activities in general, this study tried to academically contribute by analyzing the impact on specific indoor leisure activities. The practical implications of this study are as follows. The results of this study show that efficient promotions are possible based on significant social issues, such as infectious diseases. According to the results, promotions that respond quickly to changes are more effective than long-term promotions considering the climate or seasons. Due to the limitations of the data, the current study was conducted based only on PPV, but future research should also consider various billing forms such as PPM and SVOD.

The Relationship between Program Talk of the Town, Program Attention and Active Viewing among Ground Wave Channel, TV Channels of Comprehensive Programming, Cable TV (지상파와 종편·케이블 채널 간 프로그램의 화제성·프로그램 주목도와 능동적 시청의 관계 연구)

  • Hong, Ju-Hyun
    • The Journal of the Korea Contents Association
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    • v.18 no.11
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    • pp.222-235
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    • 2018
  • This study explores the factor which effects user's viewing on online in the situation of increasing viewing via OTT. After analyzing how the amount of news coverage and viewing rate affects user's active viewing, higher the number of views, In case of groundwave programs, if number of news coverage is high, hits of view and the number of comments is also high. While viewing rate, the number of views, the number of comments are independent of each other. In case of TV channels of comprehensive programming and cable TV, there is a interaction effect of viewing rate and the amount of news coverage. This study highlights the importance of the amount of news coverage when viewers is watching video on web.

Analysis of Factors of Success on Online VOD Contents (온라인 VOD 영상콘텐츠 흥행요인 분석)

  • An, Jae-Hyeon;Kim, Mi-Kyung;Min, Byeong-Hyun
    • The Journal of the Korea Contents Association
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    • v.10 no.3
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    • pp.157-165
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    • 2010
  • As the result of correlation, the viewing rate of terrestrial broadcasting programs has a little bit affect on online VOD use. In addition, WOM(word of mouth) and online referral importantly influences to the picking with online VOD drama. The great popularity of main actors on drama affect a little bit the viewing of VOD drama but doesn't perfectly affect on it. However, the drama which is performed by great popular actors has positive affect on VOD use. This study result shows that the using of video depends on the effect of WOM, referral and commercial. The casting of a great popular actors plays role of the safeguard which affects viewing rate and add-value. That means the casting of a great popular actors doesn't connect with the success of release but the tool of defense from loss of profit.