• Title/Summary/Keyword: 자세인식

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Cat Behavior Pattern Analysis and Disease Prediction System of Home CCTV Images using AI (AI를 이용한 홈CCTV 영상의 반려묘 행동 패턴 분석 및 질병 예측 시스템 연구)

  • Han, Su-yeon;Park, Dea-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.9
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    • pp.1266-1271
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    • 2022
  • Cats have strong wildness so they have a characteristic of hiding diseases well. The disease may have already worsened when the guardian finds out that the cat has a disease. It will be of great help in treating the cat's disease if the owner can recognize the cat's polydipsia, polyuria, and frequent urination more quickly. In this paper, 1) Efficient version of DeepLabCut for pose estimation, 2) YOLO v4 for object detection, 3) LSTM is used for behavior prediction, and 4) BoT-SORT is used for object tracking running on an artificial intelligence device. Using artificial intelligence technology, it predicts the cat's next, polyuria and frequency of urination through the analysis of the cat's behavior pattern from the home CCTV video and the weight sensor of the water bowl. And, through analysis of cat behavior patterns, we propose an application that reports disease prediction and abnormal behavior to the guardian and delivers it to the guardian's mobile and the server system.

Parents' Perception and Satisfaction of School Food Materials and Supplier -Performance in Mokpo, Korea- (학교급식 식재료 및 공급업체에 대한 학부모들의 인식 및 만족도 -목포지역 중심으로-)

  • Lee, Seok-In;Kang, Pyong-Yon;Jung, Hyun-Young
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.44 no.11
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    • pp.1741-1749
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    • 2015
  • The purpose of this study was to investigate parents' perception and satisfaction of school food materials and supplier performance in Mokpo. To achieve these research objectives, a questionnaire was distributed to parents at 66 schools, and a total of 589 were used in the final analysis. The results of this study were as follows. First, satisfaction of school foodservice, showed the following scores: overall was 3.75, quality of food materials was 3.84, reliability of food suppliers was 3.80, education was 3.53, and information was 3.50. Second, 38.5% of parents participated in receiving school materials. Exactly 80.6% of parents showed intentions to participate. The most difficult thing for receiving materials was comparing quality of food materials (46.3%). Third, the most important factor cited for school food supplier was quality (62.3%) and sanitation and safety (24.1%). Forth, most parents were positive about the possibility of replacing foods used at school with environment friendly products. Local foods were cited for use in school foodservice (92.2%). The reasons were good quality (39.9%) and contribution to the local community (28.5%). In conclusion, parent's perception of school foodservice should increase to improve food material quality of school foodservice. Institutions for certifying are needed to offer high quality food materials at school foodservice and improved communication and education tool between the school and parents.

Dental Hygienists Work on the Impact of Factors Associated with Musculoskeletal Pain (치과위생사 작업과 관련된 근골격계 통증의 영향요인)

  • Kim, Min A;Seo, Hwa Jeong
    • Journal of dental hygiene science
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    • v.12 no.6
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    • pp.558-565
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    • 2012
  • The purpose of this study was to work related musculoskeletal disorders are a major. Occupational disease of the dental care profession is no exception. The survey was self-reported questionars of 300 dental hygienists that 268 dental hygienists reply to self-reported survey. This study results are as follows: Subjects of research analyzing the degree of physical musculoskeletal disorders pain, shoulder 90.3%, neck 89.2%, leg 83.6%, 81.7% back, hand/wrist/fingers 75.7%, arm/elbow, according to 52.8%. Therefore the work province of the research object people the musculoskeletal disorders appeared different. Generally characteristic was taller dental hygienists lower back pain and were out of less weight, study subjects had neck and arm pain. 29~33 year-old age the shoulder, over the age of 34 the arm/elbow to be high (p<0.05). Working environment to become a career, the more hand/wrist/fingers and the pain increased (p<0.05). The neck, shoulders (p<0.05), arm (p<0.01), waist high in the 3~4 years experience. And leg/foot was in the 1~2 years experience. This increase in working hours had increased pain in the neck but the hand/wrist/finger pain in the small hours of experience in the high pain(p<0.01). Conclusion of the musculoskeletal disorders of the dental hygienists often than the average for this risk is recognized. When it occurs early in treatment can be simple, but time is left to revert to normal when you do not already. Therefore, maintaining proper posture and dental hygienists, pain or fatigue appeared to accumulate immediately treated continued efforts are needed.

Leadership Comparison Analysis of Hotel F&B Manager (호텔 식음료 지배인의 리더십 비교 분석)

  • Shim, Hong-Bo
    • The Journal of the Korea Contents Association
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    • v.8 no.12
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    • pp.375-385
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    • 2008
  • As hotel industry lately recognize that food and drink industry produces more profits than hotel rooms, multi-various and scientific management policies are required along with the management of profitability. Particularly, as hotel services have become more alike due to the development of technology and sharing information, opportunities for differentiation have decreased. Human resource is a significant key for the hotel business as it could lead to a success or failure. It would be overwhelming for employees if they carry all the burdens on their shoulders to impress the customers and improve the service culture in this fast-changing society with different colors of human desire. Therefore, it is essential to focus on developing strategies of efficient organizational as well as human resource management, and the managerial leadership with capability of understanding the organizational structure should play the leading role, considering the specific characteristics of hotel business. The purposes of the study are transformational leadership and transactional leadership comparison analysis of hotel F&B to management strategy.

A Study on the Proper Position of Guide Sign for Bikeway in Korea (자전거 도로의 안내표지 설치 위치에 관한 연구)

  • Jeong, Gyu-Su;Lee, Yeong-In
    • Journal of Korean Society of Transportation
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    • v.28 no.6
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    • pp.99-108
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    • 2010
  • Due to the recent emergence of global warming concerns, the UN has made the issue of climate change its top priority. Accordingly, Korea has announced a new national master plan titled, 'Participation in global efforts in climate change through -Low Carbon, Green Growth-'. As part of the plan, the constructions of bicycle path networks are being pushed forward. Although the building of bicycle paths and infrastructure is being implemented, little consideration has been given for bicycle path signage. This essay is the study of methodology in the installation of signs on bicycle paths. The research includes a theoretical study of the standard and installation position of signs with consideration of the geometry of bicycles as well issues such as the distance required for the bicyclist to recognize and understand the road sign and to take actions like stopping, In addition, experimental verification of the test results has been carried out. Also, the test on height of signs by changing the installation heights according to a bicyclist's forward vision angle has been conducted.

VTSO recognition of the navigation rule application to the traffic safety designated area (교통안전특정해역에서의 항법 적용에 대한 VTSO의 인식도 : 광양만 출입항로를 중심으로)

  • Park, Jeong-rok;Kim, Jae-Su;Kim, Jae-Il
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2015.07a
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    • pp.302-304
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    • 2015
  • Waters that are under surveillance for traffic safety designated area due to increased risk of ship accidents are usually areas in the coastal waters specified by the government. However, there are still some controversies surrounding application of navigation rule in regards to these waters. Such law is especially difficult to apply to VTSO access sea route within Kwangyang bay area. Therefore, as a solution for the issues discussed in this research, the goal is to help establish a unified application method for navigation rule in relation to VTS areas, to improve marine traffic safety by separating and applying specific laws from marine safety law, and to provide a ground on which the VTSO can take a proactive and focused approach in performing monitoring duties.

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Association-Based Conceptual Modeling for Smart Database Design (스마트 데이터베이스 설계를 위한 연관성 기반 개념적 모형화)

  • Lee, Sang-Won
    • Journal of Intelligence and Information Systems
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    • v.17 no.3
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    • pp.169-185
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    • 2011
  • Data redundancy is problematic in that it not only induces heavy storage management cost but also could bring critical degradation of information systems. Unfortunately, to our knowledge, only few enterprises willingly afford time and efforts for the faithful conceptual design to prevent the degree of inappropriate data as much as they could, while most of enterprises pay rare attention to the notion of that sort of data quality. Wondering if there would be any other way to design the enterprise.wide data design without prior knowledge about business works is our major motivation for this study. In this paper, we present our data modeling methodology in which associations among objects in each sentences of a business job descriptions are treated as the focal point in database design. A proposed agent for automated design tool simply takes a business job description written in natural language as an input, and then designs an entity relationship diagram with some smart rules. We introduce the scope of the proposed agent and its detailed logics with several examples. And then, we verify the appropriateness of the resulted associations among objects. Lastly, we perform case studies to evaluate the devised agent's applicability to a business field.

Strategy on Adapting Crop Production to Climate Change: Implications to Multi-functionality of Paddy Farming (기후변화에 대응한 작물생산시스템 적응 전략: 논농사 시스템의 다원적기능에 대한 고찰)

  • Lee, Deog-Bae;Shim, Kyo-Moon;Rho, Kee-An
    • Korean Journal of Soil Science and Fertilizer
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    • v.42 no.spc
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    • pp.29-32
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    • 2009
  • Traditionally, the paddy fields in Korea, besides rice production, have multifunction such as water supplement source to ground water and prevention of floods via securing the rainfall during a monsoon season. Therefore, the development of food production technology to be adapted in the future climate change in Korea has to take into account the integration of the multi-function of paddy fields with IT, BT, and NT. This demands forward movements in agriculture paradigm as followings. First of all, a national strategy is necessary to maintain and conserve the agricultural farmlands. Second the agricultural structure needs to shift to low carbon green agriculture taking into account the energy balance. Third our attitude needs to be changed toward maximizing the multifunction of the paddy farming.

Design and Implementation of Web-Based Career Guidance System Applied Multiple Intelligences Theory (다중지능이론을 적용한 웹기반 진로안내시스템의 설계 및 구현)

  • Min, Hang-Gee;Lee, Jae-Mu
    • Journal of The Korean Association of Information Education
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    • v.11 no.3
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    • pp.349-358
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    • 2007
  • This study is to develop a web-based career guidance system to be a help making a decision on one's occupation, which is important for a person's life. As career development education for higher grades of elementary school aims at providing basic knowledge necessary for career choice and forming a basic attitude toward occupation and values, it is desirable to carry out the guidance of a variety of occupations on the basis of personal interest and aptitude of individual students. Previously, however, most studies have remained at the level where simply test results are notified. Therefore, the study administered a career development test fit for higher grades of elementary school who are at the stage of potential career choice and developed a web-based career guidance system in which suitable occupation types are advised of based on the results. Beyond notifying test results, the developed career guidance system presents 3 excellent intelligences, rather than converting test results into scores. Thus, it is expected that the system will help students understand their areas of excellent intelligence, efficiently study related occupation types and duties, and learn to have awareness and make a better decision in relation to their career.

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Prospect users' perceptions of TSI technologies: An analysis of focus group interviews with adolescents (실감공간기술(Tangible Space Initiative)에 대한 잠재적 수용자의 인식: 청소년을 대상으로 한 포커스 그룹 인터뷰를 중심으로)

  • Yang, Yeon-Hee;Yang, Hae-Young;Kim, Joo-Han
    • 한국HCI학회:학술대회논문집
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    • 2007.02b
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    • pp.598-607
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    • 2007
  • 본 연구에서는 실감공간에 대한 청소년의 반응을 바탕으로 향후 기술 개발 방향에 대한 조언을 하기 위하여 총 41명의 학생을 대상으로 소집단 포커스 그룹 인터뷰를 시행하였다. 청소년들이 자주 사용하는 미디어의 종류와 이유, 미디어 사용에서 느끼는 불편한 점, 그들이 상상하는 미래형 미디어의 모습과 실감공간기술에 대한 반응을 묻고, 그 결과를 유형화하였다. 연구 결과 포커스 그룹 인터뷰 참가자들은 자주 사용하는 미디어로 휴대폰과, 인터넷, MP3, 활자 매체 등을 꼽았다. 활자매체의 장점으로는 높은 몰입도를, 인터넷의 장점으로는 편리한 인터페이스, 핸드폰의 장점으로는 이동성이 제기되었다. 그러나 핸드폰과 관련하여 청소년들은 불편한 인터페이스, 작은 용량과 빨리 닳는 배터리를 단점으로 지적했고 뉴미디어 공통적으로 느린 속도, 미디어에 의존하게 되는 강박증적 증세, 사생활 침해의 문제와 대인관계유지에 있어서의 부작용, 높은 이용료 등의 문제가 제기되었다. 이들은 일상생활이 미디어 이용에 의해 방해받고 있으며 미디어 이용으로 인해 불필요한 '필요'가 생겨나고 있다고 지적했다. 미래형 미디어에 대한 바람은 기존 미디어의 단점이 보완, 개선되는 측면에서 제시되었다. 더욱 편리해진 인터페이스와 기존 뉴미디어의 장점이 접목되는 방향의 미디어 통합도 요청되었다. 그러나 실감공간기술에 대해서는 긍정적인 반응보다는 부정적인 반응을 수적으로 우세해 주목을 끌었다. 진화된 형태의 미디어에 대해 긍정적인 반응을 보일 것이라는 예상과는 달리 실감공간기술이 기존의 면 대 면 대인관계를 파괴할 것이며 사생활을 침해하고 건강에 부정적인 영향을 미칠 것이라는 등의 거부감과 공포를 구체적으로 피력한 것이다. 이러한 두려움(fear)은 선행연구에 따르면 사람들이 새로운 매체에 대해 갖는 두려움과 이로부터 발생하는 두려움에 대한 대응은 혁명적 변화의 가능성을 억압하여 기존의 질서와 새로운 질서가 공존하는 기간을 늘림으로써 미시적 차원에서 단절적 역사의 경험을 완화시키는 기능을 하는 것으로 해석된다. 따라서 연구 결과 나타난 실감공간 기술에 대한 부정적인 반응도 이러한 맥락에서 해석될 수 있다. 즉 인터뷰 참가자들이 피력한 두려움은 뉴미디어 도입과 함께 반복되는 현상이며 이것은 새로운 현상이 아니다. 두려움은 기존 질서와 새로운 질서가 공존하는 기간을 연장시킴으로써 완충재로서 기능한다. 따라서 향후 기술 개발과 확산 과정에서 실감공간기술의 긍정적인 면모에 대한 적극적인 홍보가 필요하며 수용자들의 바람과 신기술에 대한 공포감을 이해하고 이를 기술 개발 방향 설정에 적극적으로 반영하는 자세가 요청된다고 하겠다.

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