• 제목/요약/키워드: better-for-you

검색결과 524건 처리시간 0.039초

인플루언서 속성 분석 기반 추천 시스템 (Influencer Attribute Analysis based Recommendation System)

  • 박정련;박지원;김민우;오하영
    • 한국정보통신학회논문지
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    • 제23권11호
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    • pp.1321-1329
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    • 2019
  • 소셜 정보망의 발달로 마케팅의 방법도 다양하게 변화되고 있다. 기존의 유명인, 경제적 지원 기반의 성공적인 마케팅방법론과 달리, 최근 인플루언서 기반 유튜브 마케팅이 큰 대세를 이루고 있다. 본 논문 에서는 처음으로 유튜브 양적 정보 및 댓글분석 기반 다각도 질적 분석을 활용하여 54개 이상의 유튜브 채널에서 인플루언서 특징을 추출하고 대표적인 주제들을 모델링하여 개인 맞춤형 영상 만족도 극대화는 물론 기업체가 새로운 아이템을 마케팅 할 때 기존의 인플루언서 특징을 참고하여 새로운 아이템의 영상을 제작하고 배포함으로써 성공적인 홍보 효과를 누릴 수 있도록 보조 수단 제공을 목적으로 한다. 유튜브 채널 별 다양한 영상의 모든 댓글을 각 문서로 가정하고 TF-IDF 및 LDA알고리즘을 적용하여 성능 극대화 향상을 보였다.

Deep Convolutional Neural Network를 이용한 주차장 차량 계수 시스템 (Parking Lot Vehicle Counting Using a Deep Convolutional Neural Network)

  • 림 쿠이 송;권장우
    • 한국ITS학회 논문지
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    • 제17권5호
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    • pp.173-187
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    • 2018
  • 본 논문에서는 주차장 관리 시스템의 한 부분으로 차량 계수를 위한 감시 카메라 시스템의 컴퓨터 비전과 심층 학습 기반 기법을 제안하고자 한다. You Only Look Once 버전 2 (YOLOv2) 탐지기를 적용하고 YOLOv2 기반의 심층 컨볼루션 신경망(CNN)을 다른 아키텍처와 두 가지 모델로 구성하였다. 제안 된 아키텍처의 효과를 Udacity의 자체 운전 차량 데이터 세트를 사용하여 설명하였다. 학습 및 테스트 결과, 자동차, 트럭 및 보행자 탐지 시 원래 구조(YOLOv2)의 경우 47.89%의 mAP를 나타내는 것에 비하여, 제안하는 모델의 경우 64.30 %의 mAP를 달성하여 탐지 정확도가 향상되었음을 증명하였다.

다중 인터페이스 환경에서 서비스 품질을 지원하는 멀티미디어 스트리밍 기법 연구 (QoS-guaranteed Multimedia Streaming for Mulltiple Interfaces)

  • 조기덕;박용운;권태경;최양희
    • 한국정보과학회논문지:정보통신
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    • 제36권3호
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    • pp.191-197
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    • 2009
  • IPTV 서비스나 YouTube와 같은 방송/동영상 서비스의 등장은 멀티미디어 스트리밍 서비스를 인터넷 응용의 핵심으로 만들었다. 이에 멀티미디어 스트리밍 서비스 사용자에게 서비스 품질(Quality of Service)을 지원하는 것이 중요한 문제로 대두되었다. 인터넷에서 TCP 흐름과 비슷한 성능을 보이는 동시에 혼잡을 제어하면서 데이터를 전송하기 위해 TCP-Friendly Rate Control(TFRC)이 제안되었으며 멀티미디어 스트리밍을 위하여 널리 사용되고 있다. 그러나 두 개 이상의 인터페이스를 가지고 있는 단말기가 등장하고 있음에도 불구하고 이를 활용하여 TFRC 기반의 스트리밍 서비스를 제공하기 위한 방법은 제안되지 않고 있다. 따라서 된 논문에서는 사용자에게 서비스 품질을 지원하기 위하여 다중 인터페이스에서 TFRC를 사용하여 스트리밍 서비스를 제공하는 기법을 제안한다. 제안한 기법은 하나의 인터페이스만을 사용하는 기법에 비해 성능(throughput) 및 비용 측면에서 더 좋은 성능을 보인다.

안전한 모바일 IPv6 바인딩 갱신을 위한 개선된 프로토콜 (An Improved Protocol for the Secure Mobile IPv6 Binding Updates)

  • 유일선;원유석;조경산
    • 정보처리학회논문지C
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    • 제11C권5호
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    • pp.605-612
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    • 2004
  • 모바일 IPv6 환경에서 검증되지 않은 바인딩 갱신은 MN과 CN에게 다양한 보안위협을 유발할 수 있다. 따라서 모바일 IPv6에서 바인딩 갱신 보호는 매우 중요하며 이를 위해 안전한 바인딩 갱신 프로토콜들이 제안되었다. 본 논문에서는 모바일 IPv6 환경에서 안전한 바인딩 갱신을 위한 보안 프로토콜을 제안한다. 제안 프로토콜은 Deng과 Zhou, Bao가 제안한 프로토콜에 Aura의 2중 해쉬 기반의 CGA 기법을 적용함으로써 제 3의 신뢰할 수 있는 CA(Certificate Authority)의 필요성을 제거하였다 [2,9]. 이러한 2중 해쉬 기반의 CGA 기법을 통해 제안 프로토콜은 다른 CGA 기반의 프로토콜보다 강력한 보안성을 지원하며 동시에 기존 연구에서 제안한 프로토콜보다 적은 비용으로 HA(Home Agent)의 공개키 검증을 할 수 있다. 기존 프로토콜 및 CAH-DH, SUCV와의 비교는 제안 프로토콜이 보안성 및 성능과 관리면에서 우수함을 보인다.

주택매매 세율규제에 따른 문제점 고찰 (A Study on the Problems of Home Sales Tax Rate Regulation)

  • 서권복
    • 문화기술의 융합
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    • 제7권1호
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    • pp.140-144
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    • 2021
  • 우리 인간은 살아가면서 현대문명의 발달과 함께 좀 더 나은 생활환경을 추구하고자 한다. 특히 의식주의 향상을 위해 많은 노력을 기울이고 있는 현실이다. 그 가운데 주택의 개념은 삶의 질을 향상시키기 위한 주요 기능으로 작용한다. 그런데 이러한 주택의 매매를 둘러싸고 정부의 지나친 세율규어제제 정책으로 오히려 전월세 비용을 부추기며 나아가 주택매매 마저 원활하게 대처하지 못하고 있는 현실이다. 일반적으로 주택(아파트 등) 보유로 인한 소요비용으로는 취득시와 보유시로 나누어 볼 수 있다. 여기에 주택 장기보유로 많은 세금을 부담하고 있다. 이어 주택매매에 따른 양도세율의 상승으로 재산권 처분이 자유롭지 못하고 있다. 이는 시장원리를 제약하는 요소로 기능한다. 최근 부동산 정책 발표에 따르면 종합부동산세, 양도세 등 다주택자 세금강화에 이어 규제지역 다주택자에 대한 양도세 중과세율을 인상한다는 것이다. 이렇게 되면 주택매매는 원활하지 못하고 오히려 전·월세를 부추기는 현상을 초래할 수 있는 것이다. 다주택자의 주택처분을 유도하기 위해서는 다년간 보유기간에 따라 양도세율을 인하하는 정책이 필요해 보이는 부분이다. 취득 후 20년간 보유하였다면 그 동안 많은 세금을 납부하여 이익을 환원한 것이다. 그렇기 때문에 매매에 따른 양도세를 부과하지 말아야 할 것이다. 20년 이상 보유주택의 무세금 원칙적용은 향후 시장원리에 부응하며 전월세 정책 등에도 효과적으로 기능할 것이다.

International Study and Transformational Learning: What Covid-19 Has Taught Us

  • Rodgers, Steve
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.1221-1221
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    • 2022
  • Studying abroad in and of itself should be a unique and transformational learning experience for university students. Too often, "study abroad" is a code word for "faculty vacation" or "easy credit hours". For an international learning experience to be truly transformational it must offer an intense and directed program that maximizes the time the student spends in the accumulation of information that is new or different from what the student has "learned" previously. "Study abroad" may be a misnomer because it is not only about studying in another country or culture, that is, taking courses that usually have an attendance time of a few hours a week, but it is also about living in another country which becomes a 24/7 learning experience. Providing these programs during the Covid-19 pandemic has been a keen opportunity for institutional learning. When this immersion in foreign culture is combined with academic rigor applied to a student's chosen field of study the growth can be exponential. So, what is the relationship between academic and personal growth? The National Association for Study Abroad has found that "students who have studied abroad are better able to work with people from other countries, understand the complexity of global issues, and have greater intercultural learning. One study found that students returned from their study abroad experiences more tolerant and less fearful of other countries, but with a greater sense of nationalism-a phenomenon they called 'enlightened nationalism'." It is often said that "you only really learn to appreciate things that are important to you when they are gone, when you miss them." The international learning environment can provide this opportunity. The restrictions on various societies in the past two years due to the international Covid pandemic have provided existing study abroad programs with a true testing ground for the validity of their programs. At the end of the day, American colleges and universities are not helpless in the face of these developments. A lot depends on how a university positions itself for a future based on the uncertainties of the past. As Winston Churchill was working to form the United Nations after WWII, he famously said, "Never let a good crisis go to waste". In another context, Churchill's insight on human nature can also be applied to the coming semesters and years as studying abroad rebounds. What new strategies will be developed and maintained? Institutional commitment without fear will be necessary to assure that "studying abroad" will continue to develop as a truly unique and transformational learning experience.

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행동이론에 근거한 가임여성 대상 영양교육 프로그램 개발 (Development of a Theory Based Nutrition Education Program for Childbearing Aged Women in Korea)

  • 오세영;김경아;유혜은;정해랑
    • 대한지역사회영양학회지
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    • 제9권6호
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    • pp.725-733
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    • 2004
  • It was well received that well grounded behavioral theories were important in the development of effective nutrition education programs, but there are only a few programs available for Korean women. The objective of this study was to develop nutrition education programs for childbearing-aged women in Korea. Based on the findings of the needs assessment for the program and theoretical backgrounds, we developed behaviorally oriented tailored nutrition education program including motivation (MT), modifying (MD) and maintenance (MA) stages. The key concepts of the stages were motivation promotion for MT, increasing behavioral capabilities for MD, and strengthening self-management and building favorable environmental condition for MA. The education program was intended to be need in individual nutrition counseling, but it could be well used for group education by developing materials using the relevant contents. The primary users of the program were nutrition educators, however it could be also used by clients as needed. The introductory chapter provided dietary assessment tools and nutrition education tips. MT chapter included subjects such as nutritional status screening, costs of inappropriate nutrition and weight management, benefits of eating right, and activities for motivation promotion. MD stage chapter dealt with topics of healthy weight, knowledges and skills for better eating habits and physical activity status, and activities related to setting tailored behavioral objectives. MA stage focused on facilitating self management skills and building helping relationships. Each stage underlined activities using various educational tools in order to promote active participation of the client (s). For better use of this program, it was recommended to conduct program validation study.

Ergonomic Evaluation and Improvement of Bus Seat Armrest Design

  • Jung, Hayoung;Lee, Seunghoon;Kim, Moonjin;Choi, Hoimin;You, Heecheon
    • 대한인간공학회지
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    • 제36권2호
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    • pp.69-86
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    • 2017
  • Objective: The present study is intended to develop an improved bus seat armrest design by evaluating various bus armrest designs from ergonomic aspects. Background: An ergonomic armrest design which considers the sitting postures and body shapes of passengers can improve the convenience and comfort of a bus seat. Method: Subjective satisfaction of each of five design dimensions (length, width, height from seatpan, shape, and angle) was evaluated for seven bus seat armrest designs in various sizes and shapes by 58 participants (28 males and 33 females) using a 7-point scale (1: very dissatisfied, 4: neutral, and 7: very satisfied). Improved bus seat armrest designs adjustable in length and rotatable to the left or right (sliding and rotating armrest, SRA) with a concave, flat, or convex shape of the upper part were developed by considering the preferred design features and the body size and shape in sitting posture and needs of passengers and then compared with a conventional armrest. Results: A bus seat armrest with a wide width (40~50mm), a long length (360mm), a lower height (213mm), and a curved shape was found significantly preferred in terms of comfort. The proposed armrest designs (SRA-convex, SRA-flat, and SRA-concave) improved satisfaction by 46~62% for length suitability, 184~216% for width suitability, 205~214% for angle suitability, 138~181% for contact area suitability, and 49~64% for height suitability, 138~174% for comfort, and 93~111% for overall satisfaction. Conclusion: The preferred design features and passengers' needs of bus seat armrest were identified and the SRA designs were recommended for better usability. Application: The ergonomic design process of bus seat armrest employed in the present study can be applied to designing armrests in various vehicles for better convenience and comfort.

루이즈 부르주아의 작품 의 내러티브 분석 (A Study on Narrative in Louise Bourgeois' "You Better Grow Up")

  • 오상일
    • 조형예술학연구
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    • 제9권
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    • pp.49-87
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    • 2006
  • Narrative has broad domains. So it is related to the everything man faces in his daily life and also performed in various modes. Narrative is revealed through all media including a character, which is also applied to plastic art. And narrative objects formed beyond the differences in media aid forms of expression are commonly based on a language. The study on such objects which created a new conceit of narratology can be said to be a spiritual trend by which to understand the world and man from the viewpoint of a 'story'. Plastic art took high interest in narrative in the same period as the rise of postmodernist art in the latter half of the 20th century, which was also applied to sculpture. The researcher, therefore, investigated through the history of sculpture in the 20th century the process in which narrative was denied under the value system of modernism and reappeared with the quickening of postmodernism. And as a result this period could be briefly characterized by 'return to figure' and 'reappearance of narrative'. The is, such flow means that late sculpture converted its center of interest from simple geometric abstract forms to irregular, figurative images. The researcher chose as the subject of his study the work of Louise Bourgeois, who was judged to have performed narrative positively and successfully among a great number of performed narrative positively and successfully among a great number of postmodernist sculptors who adopted it as their own strategy of expression. As the central artist of postmodrnist sculpture, She expressed human desire and condition as sexuality through the introspection of her own personal experience in contrast to the character of pop art sensitive to external world. The researcher borrowed narrative semiotics as a method of analyzing more elaborately the problem about the generation of narrative shown in her works. For it, he selected as the sample work for analysis Bourgeois's , which were judged to contain narrative most abundantly and as the metaphor of a gaze and recollection presented a new woman self that sublimed love, hatred, and loneliness. The narrative in her works are characterized by introspection questioning one's own trauma. It has independent domain and characteristics and clearly reveals narrative and content-centered characteristics, which are commonly discovered in postmodernist sculpture. The researcher could more concretely and definitely understand the characteristics of narrative through figurative images by analyzing the sample work. The researcher wanted to call your attention to the fact that the sculpture in the late 20th century contained narrative commonly and uniformly despite being characterized by various expressions and modes. And the focused on highlighting the fact that the narrative was more effectively revealed through figurative images of human body and simultaneously analyzing the formalizing process and structure for narrative. Besides he wanted to argue that the position of narrative defining the characteristics of sculpture should be valued more justly. Also, such acceptance of narrative, which is discovered in the sculpture, will have to be understood as the characteristics of the period reflecting the cultural aspect of the present time.

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A Tree Regularized Classifier-Exploiting Hierarchical Structure Information in Feature Vector for Human Action Recognition

  • Luo, Huiwu;Zhao, Fei;Chen, Shangfeng;Lu, Huanzhang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권3호
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    • pp.1614-1632
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    • 2017
  • Bag of visual words is a popular model in human action recognition, but usually suffers from loss of spatial and temporal configuration information of local features, and large quantization error in its feature coding procedure. In this paper, to overcome the two deficiencies, we combine sparse coding with spatio-temporal pyramid for human action recognition, and regard this method as the baseline. More importantly, which is also the focus of this paper, we find that there is a hierarchical structure in feature vector constructed by the baseline method. To exploit the hierarchical structure information for better recognition accuracy, we propose a tree regularized classifier to convey the hierarchical structure information. The main contributions of this paper can be summarized as: first, we introduce a tree regularized classifier to encode the hierarchical structure information in feature vector for human action recognition. Second, we present an optimization algorithm to learn the parameters of the proposed classifier. Third, the performance of the proposed classifier is evaluated on YouTube, Hollywood2, and UCF50 datasets, the experimental results show that the proposed tree regularized classifier obtains better performance than SVM and other popular classifiers, and achieves promising results on the three datasets.