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KoBERT기반 Youtube 자막 감정 분석 연구 (Sentimental Analysis of YouTube Korean Subscripts Using KoBERT)

  • 최다은;김효민;이혜린;황유림
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2022년도 춘계학술발표대회
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    • pp.513-516
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    • 2022
  • YouTube 이용자의 급증으로 많은 사람이 유튜브 알고리즘에 의해 무분별한 영상에 노출되고 있다. 이는 YouTube 이용자에게 부정적인 영향을 미칠 수 있으며 더 나아가 사회적으로 미성숙한 미디어 문화를 조장할 수 있다. 본 논문에서는 YouTube 컨텐츠에 대한 감정분석 연구를 처음으로 시도한다. 구체적으로, YouTube 컨텐츠 자막에 대해 기존의 자연어 처리 기반 감정분석 기법을 적용하여 성능을 분석한다.

정치유학의 사상연원과 쟁점 - 강유위康有爲와 장경蔣慶을 중심으로

  • 이연도
    • 중국학논총
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    • 제61호
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    • pp.323-340
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    • 2019
  • As the continent's Neo-Confucianism has emerged as an issue recently, Kang You-wei has become a hot topic in Chinese thought circles. His view that the goal of Confucianism is ultimately to reformbased on the "ChunQiu Gongyang" has been drawing new attention in the 2000s with the emergence of Political Confucianism. This paper reviews Kang You-wei's study of Chun Qiu Gongyang, which could be called the ideological origin of continental Confucianism, and also analyze the development process and problems of political Confucianism. In order to understand the current discussion of Confucian constitutionalism, an understanding of Kang You-wei should be preceded. Because most of the problems raised in continental political Confucianism, began with the idea of Kang, and they insist on returning to Kang You-wei as well.

유튜브 영상을 활용한 지속적인 학습의향 (Continuous Learning Intention Using YouTube Videos)

  • 고려천;유자양;양교
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2022년도 제66차 하계학술대회논문집 30권2호
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    • pp.713-715
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    • 2022
  • Video learning through YouTube has emerged as one of the most widely used instructional methods, yet relatively little research has been conducted on YouTube video users' willingness to use or behavior, so it is important to examine how to make and keep users' willingness to continue learning and to improve their retention rate for effective online learning. With reference to perceived value theory and utilizing an ECM perspective, the authors construct a model of YouTube video continuous learning intention and investigate the influence of perceived value and satisfaction on users' willingness to use YouTube videos for continuous learning.

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Examining the Impact of Controversial Paid Advertisements by YouTubers on Consumer Boycott Intentions

  • Ming Wang;Jaewon Choi
    • 한국빅데이터학회지
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    • 제8권2호
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    • pp.109-123
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    • 2023
  • This study investigates the impact of perceived risk, perceived deception, and negative emotional factors on consumer distrust, dissatisfaction, and boycott intentions towards both YouTubers and products that fail to adequately disclose paid advertisements, commonly referred to as "hidden advertisement." Conducted through an online survey, 306 YouTube viewers from South Korea participated in the study. The findings reveal several key insights. Firstly, perceived deception, perceived risk, and negative emotional factors are identified as contributors to increased consumer distrust and dissatisfaction. Secondly, both consumer distrust and dissatisfaction exhibit positive correlations with boycott intentions towards YouTubers and products. This research seeks to unravel the intricacies of online consumer boycott intentions and aims to elucidate the underlying reasons behind such actions. It is noteworthy that in this context, the ramifications of boycotts extend beyond influencers or YouTubers alone, impacting consumer distrust and dissatisfaction, thereby influencing boycott intentions towards the associated products and exerting a lasting impact on a company's branding efforts.

A Study of Viewers' Responses to Luxury Haul Videos on YouTube

  • Her, Yusun;Chun, Jaehoon
    • 한국의류학회지
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    • 제44권4호
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    • pp.749-763
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    • 2020
  • This study examined how viewers perceived luxury haul videos, what factors made them experience vicarious pleasure and gain relative deprivation when watching them. This study conducted an interview with 20 viewers of luxury haul videos. The content obtained from the interview was analyzed by classifying it into academic terms. Cases of vicarious pleasure arose when viewers had sufficient empathy when watching videos, which was intensified by YouTubers' behavior and visual stimulation in videos. A person's relative deprivation due to her financial capabilities or appearance occurred when she compared herself with YouTubers. The more viewers perceived luxury haul as a source of information, the more they felt relative deprivation; in addition, the more they perceived it as entertainment, the more they felt vicarious pleasure. Viewers who had a high level of involvement in luxury goods tended to feel vicarious pleasure; however, viewers with a high level of involvement in YouTubers tended to feel relative deprivation. This study helps luxury brands and YouTubers understand viewers' perception of their products and programs as well as helps in the development of fashion haul videos that are beneficial to viewers.

A Study on the Effects of Advertising Attributes in YouTube e-sport Video

  • Byun, Kyung-Won;Kim, Seyun
    • International Journal of Internet, Broadcasting and Communication
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    • 제12권2호
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    • pp.137-143
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    • 2020
  • The purpose of this study is to analyze the structural relationship among advertising attribute, advertising attitude, product attitude and purchase intention in YouTube advertising. The survey subjects to achieve the purpose of this study were selected the group of 300 students who have been watching YouTube VOD once more and are attending in three universities that are located in Seoul, Gyeonggi and Chungnam. Data processing was done with SPSS 23 for frequency analysis, Cronbach's α analysis. Also, AMOS 18 was used for confirmatory factor analysis and structural equation model analysis. information, irrtation and individuality affect viewers' advertisement attitude, their product attitude and purchasing intent, among advertisement attributes of e-sports items perceived by viewers of YouTube's e-sports videos with the insertion of advertisements that cannot be skipped in the middle of the video.Therefore, the similarity between the video and the advertised product or brand should be taken into account when producing advertisements inserted in the YouTube video, and a more positive advertising effect can be achieved when advertisement can be carried out reflecting the characteristics of the target viewers.

${\ll}$영추(靈樞).오미론(五味論)${\gg}$ 에 대한 연구(硏究)

  • 신영일;이문철
    • 대한한의학원전학회지
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    • 제13권1호
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    • pp.304-327
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    • 2000
  • This report is closely related to ${\ulcorner}$Simple question Five Qi Anouncement${\lrcorner}$ that you shouldn't take a Hot Taste excessively in case of Qi pathology because a Hot Taste runs to Qi, you shouldn't take a Salty Taste excessively in case of Blood pathology because a Salty Taste runs to Blood, you shouldn't take a Bitter Taste excessively in case of Bone pathology because a Bitter Taste runs to Bone, you shouldn't take a Sweet Taste excessively in case of muscles pathology because a Sweet Taste runs to Muscles, you shouldn't take a Sour Taste excessively in case of Sinews pathology because a Sour Taste runs to Sinews. Also the report mainly describes to relations between Five Tastes and BloodVessel-Organs of human body, to pathological change of a Five Tastes' one-sided diet or taking too much, and to various disease caused by that. And the section is called 'An Essay on Five Tastes', that Five Tastes of food and medicines could make human body either healthy or damaged so you should be careful. This report is divided into two chapter, the first chapter presents to specific diseases according to runnings of Five Tastes, the second chapter shows the pathological process how the human body would change and what kind of disease attacts human body as result of taking Five Tastes. So this section is important remarkably as a viewpoint of food and medicines.

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A Study on Veracity of Raw Data based on Value Creation -Focused on YouTube Monetization

  • CHOI, Seoyeon;SHIN, Seung-Jung
    • International Journal of Internet, Broadcasting and Communication
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    • 제13권2호
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    • pp.218-223
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    • 2021
  • The five elements of big data are said to be Volume, Variety, Velocity, Veracity, and Value. Among them, data lacking the Veracity of the data or fake data not only makes an error in decision making, but also hinders the creation of value. This study analyzed YouTube's revenue structure to focus the effect of data integrity on data valuation among these five factors. YouTube is one of the OTT service platforms, and due to COVID-19 in 2020, YouTube creators have emerged as a new profession. Among the revenue-generating models provided by YouTube, the process of generating advertising revenue based on click-based playback was analyzed. And, analyzed the process of subtracting the profits generated from invalid activities that not the clicks due to viewers' pure interests, then paying the final revenue. The invalid activity in YouTube's revenue structure is Raw Data, not pure viewing activity of viewers, and it was confirmed a direct impact on revenue generation. Through the analysis of this process, the new Data Value Chain was proposed.

YouFree에서의 위젯 기반 워크스페이스 설계 및 구현 (Design and Implementation of Widget-based Workspace in YouFree)

  • 양경아;김기헌;정문영;구경이;최원혁;김원영;양재동
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2009년도 추계학술발표대회
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    • pp.293-294
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    • 2009
  • 최근 사용자 취향에 따라 컨텐츠를 선택하여 정보를 제공받을 수 있는 위젯(widget)이 각광받고 있다. 사용자들에게 쉽고 편리한 자신들만의 작업환경을 제공하는 것을 목적으로 하는 YouFree의 개인화된 정보접근 및 처리 기능을 보완하기 위해 위젯 서비스를 적용한다면 사용자는 개인의 작업환경에 맞추어 보다 유연하게 YouFree를 커스터마이즈할 수 있다. 본 논문에서는 YouFree 사용자들이 보다 효율적으로 정보를 관리할 수 있도록 YouFree를 위한 위젯 기반 서비스를 개발하였다.

YouTube as a source of information about pulpotomy and pulp capping: a cross sectional reliability analysis

  • Konstantinos Kodonas;Anastasia Fardi
    • Restorative Dentistry and Endodontics
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    • 제46권3호
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    • pp.40.1-40.12
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    • 2021
  • Objectives: The purpose of this study was to critically evaluate the quality, reliability and educational content of the information of vital pulp treatment videos available on YouTube. Materials and Methods: The keywords "pulpotomy" and "pulp capping" were searched on YouTube on 5th July 2020, until 60 English language videos of each search term with a duration shorter than 15 minutes were acquired. Video characteristics were recorded and Video Power Index (VPI) was calculated. Reliability and educational quality of videos were evaluated using the Modified DISCERN score, the Journal of American Medical Association (JAMA) benchmark criteria and Global Quality Scores (GQS). Videos were categorized by uploading source. Results: Regarding pulpotomy, 31.7% of the videos were uploaded by specialists and 68.3% were directed by non-specialists. In the case of pulp capping, the corresponding percentages were 45% and 55%, respectively. Videos uploaded by specialists had significantly higher modified DISCERN, JAMA and GQS scores compared to those uploaded by non-specialists. Endodontists tended to have the highest reliability and VPI scores. Conclusions: YouTube videos on vital pulp treatment contain low educational quality or incomplete information. Low popularity of dental pulp capping and pulpotomy videos may be attributed to the specialized nature of these procedures. As YouTube represents an important source for patient information about different health topics, reliable informative videos should be uploaded by specialized dental professionals.