• Title/Summary/Keyword: Media sort

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Multi-Cattle tracking with appearance and motion models in closed barns using deep learning

  • Han, Shujie;Fuentes, Alvaro;Yoon, Sook;Park, Jongbin;Park, Dong Sun
    • Smart Media Journal
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    • v.11 no.8
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    • pp.84-92
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    • 2022
  • Precision livestock monitoring promises greater management efficiency for farmers and higher welfare standards for animals. Recent studies on video-based animal activity recognition and tracking have shown promising solutions for understanding animal behavior. To achieve that, surveillance cameras are installed diagonally above the barn in a typical cattle farm setup to monitor animals constantly. Under these circumstances, tracking individuals requires addressing challenges such as occlusion and visual appearance, which are the main reasons for track breakage and increased misidentification of animals. This paper presents a framework for multi-cattle tracking in closed barns with appearance and motion models. To overcome the above challenges, we modify the DeepSORT algorithm to achieve higher tracking accuracy by three contributions. First, we reduce the weight of appearance information. Second, we use an Ensemble Kalman Filter to predict the random motion information of cattle. Third, we propose a supplementary matching algorithm that compares the absolute cattle position in the barn to reassign lost tracks. The main idea of the matching algorithm assumes that the number of cattle is fixed in the barn, so the edge of the barn is where new trajectories are most likely to emerge. Experimental results are performed on our dataset collected on two cattle farms. Our algorithm achieves 70.37%, 77.39%, and 81.74% performance on HOTA, AssA, and IDF1, representing an improvement of 1.53%, 4.17%, and 0.96%, respectively, compared to the original method.

An Analysis of the Practices of Dental Hygienists in Offering Oral Health Education -In Case of Adult Patients Visiting Dental Clinics- (치과위생사의 구강보건지도 실천분석 -진료실내의 성인환자를 중심으로-)

  • Lee, Sung-Sook;Cho, Myung-Sook;Kim, Seol-Ag
    • Journal of the Korean Society of School Health
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    • v.12 no.1
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    • pp.131-141
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    • 1999
  • The purpose of this study was to serve as a basis for the planning of oral health education and the development of an oral health-promotion program for patients who visited dental clinics by examining how much dental hygienists offered oral health education to adult patients at dental clinics. A parent group was selected, being made up of 1,600 dental hygienists who registered with the Dental Hygienist Association and worked in Seoul. The questionnaire survey was carried out and an ${\chi}^2-test$ was made using the data collected from 218 subjects to determine how their practice of oral health education was different according to certain general characteristics(the sort of organization for which they worked, age, the term of their service, and the mean number of patients per day). As a result, the following findings were obtained: 1. Thees general characteristics made the following differences to the content of oral health, education: The sort of organization for which the subjects worked made a significant difference in the following tooth brushing instruction (p<0.05), the effect of oral prophylaxis or education about aftereffects (p<0.05), the regular examination of prosthesis (p<0.05), smoking-prohibition education (p<0.05), and the prevention poor-quality fillings (p<0.01). The mean number of patients per day made significant differences to the regular examination of prosthesis (p<0.05) and the prevention poor-quality fillings (p<0.01). But no significant disparity was generated by age or the term of service. 2. The general characteristics made the following differences to education about nutrition and diet counseling: The sort of organization for which the subjects worked had a significant effect just on the importance of a balanced menu (p<0.05). Age made significant differences in advice for vitamin, mineral, protein or other nutrients (p<0.01), and the importance of balanced menu (p<0.001). The term of service made significant differences in the importance of balanced menu (p<0.01), and advice for nutrients including vitamin, mineral or protein (p<0.01). 3. The general characteristics made the following differences to the recommendation and use of oral hygiene aids: The sort of oragnization for which they worked made significant differences only to a gingival massager and water pick (p<0.05). No significant difference was produced by age, the term of service or the mean number of patients per day. 4. The use of educational media for oral health was different according to the general characteristics: The use of pamphlets or booklets significantly varied depending on the organization for which they worked and with the mean number of patients per day (p<0.05). The use of slides or slide projectors was significantly affected by age (p<0.05). But no significant disparity was yielded by the term of service. 5. The general characteristics made the following difference as to whether a continued oral management system was carried out or not: The sort of organization for which they worked had very a significant effect on this result (p<0.001), and no significant disparity was made by age, the term of service or the mean number of patients per day. 6. The place where oral health education was giver differed according to the following general characteristics: The sort of organization for which they worked made very a significant difference as to the use of an examination room's dental unit chair or waiting room (p<0.01), and to the use of an oral health education room or reception counter (p<0.001). The term of service had a significant effect on the use of a counseling room (p<0.01). And the mean number of patients per day made significant differences in the use of a dental unit chair or reception counter (p<0.05), and to the use of an oral health education room or waiting room (p<0.01).

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A Study Analyzing Reference Linking Service in Digital Libraries

  • Noh, Younghee;Ladd, Patricia R.;Na, Kyoungsik
    • International Journal of Knowledge Content Development & Technology
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    • v.5 no.1
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    • pp.69-88
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    • 2015
  • This study seeks to present an option for including a variety of information resources in a reference linking service system. Discussion on reference linking service in journals began in 1999 and applied to real systems, but linking to research papers and patent registers has more recently emerged. This study further suggests that system construction include various information resources such as books and dissertations. This paper also presents principles and prerequisites that should be considered essential when building such systems, including expansion of resources and media formats, development of identifiers on every sort of information resource, linking methods to existing DB, publication revolution and managing copyright-holders, use and improvement of OPACs, and building perfect authority DB.

A Study on the Centrifugal Barrel Machining of Round Face (원형단면의 정밀 원심 배럴가공에 관한 연구)

  • 고준빈;김우강;원종호
    • Journal of the Korean Society for Precision Engineering
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    • v.21 no.4
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    • pp.179-185
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    • 2004
  • Surface finish technology is highly demanded in the wide field of industry applications from ultra-precision parts to rough casting parts. Therefore, many kinds of surface finish technologies have been developed for each purpose. Because surface of a car's wheel cast is very rough it becomes the reason of the corrosion. This surface is coated to complement such problem but because surface is rough, the result of coating is not good and the coated metal peels off well. Therefore before the wheel is coated, it is necessary to grind the surface. In this study, we devised the plant to apply a barrel machining to improve the surface roughness and enhance the productivity. Also we could obtain the optimum barrel machining conditions for the proper surface roughness.

Business Process Repository for Exception Handling in BPM (예외업무 관리를 위한 비즈니스 프로세스 저장소의 활용)

  • Choi Deok-Won;Sin Jin-Gyu;Jin Jung-Hyeon
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.05a
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    • pp.265-270
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    • 2006
  • In an organization where major business operations are geared by business process management system(BPMS), routine tasks are processed according to the predefined business processes. However, most business operations are subject to some sort of exceptions, and the exceptional situations require update of the existing business process model, or a new business process model has to be defined to handle the exceptions. This paper proposes a system architecture that deploys business process repository as the media for storage and retrieval of the various business process models developed for exception handling. Well defined situation variables and decision variables play the key role for efficient storage and retrieval of the business process models developed for exception handling. The data mining technique C5.0 was used to build the optimum path for the process repository search tree.

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Women's Street Fashion in World Fashion-Leading Cities (Classification and Style Analysis)

  • Kim, Chan-Ju
    • Proceedings of the Korea Society of Costume Conference
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    • 2003.10a
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    • pp.68-68
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    • 2003
  • Recently, street fashion has been regularly introduced in many fashion media because both consumers and marketers began to recognize the importance of street fashion as a meaningful and objective fashion information source. As the globalization proceeds in fashion field,' the street fashion informations in major cities which has led world fashion trends become more influential on domestic fashion, but little concern has been paid on it. This study classified women's street fashion in 4 major world fashion cities such as Paris, London, New York, Tokyo and identified style characteristics of each group. For data collection, 795 front-view photos were selected from the two fashion trade publication 'STREET' and 'VIEW' which has introduced street fashion photos in those cities from 1996. Classification process went on three stages: sorting, naming and grouping. 49 undergraduate students were divided into 12 teams and about 80 photos were given to each team to sort into several sub-groups by overall images or common style characteristics. Then each sub-group was named according to common images or characteristics. Final groups came out after grouping each sub-group with a similar or same title together. For each group, common style characteristics were analyzed.

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Intelligent Passenger Monitoring System to Prevent Safety Accidents on Children's Commuting Buses (어린이통학버스 안전사고 예방을 위한 지능형 탑승객 모니터링 시스템)

  • Jung-seok Lee;Se-ryeong Lee;Kun-hee Kim;Chang-hun Choi;Hongseok Yoo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.01a
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    • pp.481-483
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    • 2023
  • 본 논문에서는 어린이통학버스 안전사고 예방을 위한 지능형 탑승객 모니터링 시스템을 개발한다. 지능형 탑승객 모니터링은 통학버스 내 설치된 카메라로 부터 촬영되는 영상을 실시간으로 분석한 후 통학버스 내 발생할 수 있는 다양한 이벤트를 운전자 또는 교사에게 적시에 통보하여 잠재적 안전사고를 지능적으로 회피할 수 있도록 지원하는 시스템을 말한다. 제안한 시스템은 Yolov4, DeepSort, MediaPipe등의 인공지능 관련 SW기술을 활용하여 영상을 분석한 후 싸움과 같은 이상행동, 정차 후 잔류 인원 발생, 하차자와 차량 간의 안전거리 확보 여부를 포함하는 3가지 이벤트를 인식한 후 운전자 또는 교사에게 알림을 제공한다.

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A study of character development aspect of fantasy genre trans-media contents -Focusing on A 'Song of Ice and Fire'- (판타지 장르 트랜스미디어 전개 양상 연구 -얼음과 불의 노래를 중심으로-)

  • Jang, Dong-Gon;Kang, Ji-Young
    • Cartoon and Animation Studies
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    • s.50
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    • pp.383-422
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    • 2018
  • In this paper, I study the development of character in the fantasy genre of trans-media contents. In this study, I studied the novel " Songs of Fire and Ice " from the existing fantasy genre, and found that the content was expanded to include characters and features that were important to compared with the other fantasy genre content. Late fantasy genre writers since The Lord of the Rings have inherited a sort of genre of standards, and have established the genre of high fantasy. The genre has a typical characteristic of heroic characters or group adventures, based on the stage 12 heroic epic by mythologist Joseph Campbell. So the body of this paper will explore the journey of the heroic character in " Songs of Fire and Ice" and will be compared to the mythic motif and to the heroic epic narrative, and then find out the exceptional features of " Songs of Fire and Ice " as a fantasy genre.

A Subjectivity Study on Nonverbal Communication Cues in Facebook (온라인에서의 비언어적 요소에 대한 주관성 연구: 페이스북을 중심으로)

  • Kim, Suhyeong;Lee, Jungwoo
    • Journal of Digital Convergence
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    • v.18 no.2
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    • pp.183-195
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    • 2020
  • Non-verbal communication cues seem to be increasingly used in social media, such as emoticon, like, follow, etc. A Q methodology study is conducted to explore this phenomenon. Via a series of focus group activities with Facebook heavy users, 34 Q statements concerning online non-verbal communication cues are derived. Different Facebook users conduct Q sorts of these statements based on frequent use basis. Analysis of Q sort result reveals three distinctive usage patterns of non-verbal communication cues in Facebook: 'safe distance keeping' type, 'observing hermit' type and 'fully dedicated aficionado' type. Discussions are made concerning different components of non-verbal communication cues utilized in these groups, respectively, which can provide a theoretical basis for social media design.

Media Role in the Transition and Consolidation Period of Democracy: A Comparative Study of Korea and Spain (민주주의의 이행 및 공고화 과정에서 미디어의 역할: 한국과 스페인의 비교)

  • Cho, Hang-Je
    • Korean journal of communication and information
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    • v.18
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    • pp.269-303
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    • 2002
  • This article presents a historical account of media role in the transition and consolidation period of democracy. Despite the assumption that media plays a important role in the construction of democracy, it is less clear how the media can affect the process of political change itself. This article seeks to answer some of these question, based on the Mill's macro-social comparative 'method of difference' of Korea and Spain. It is widely agreed that both states achieve democracy through transaction from above(pacts). Media role, however, differs significantly in accordance with authoritarian legacies and civic representativeness of the pacts. Whereas Korean dailies is deepening given market oligopoly and prior practices after democratization, Spain dailies market entirely changed in both structural and spiritual respects. As a result, Korean dailies substantially lacks in civic representativeness as before, contrary to Spain. Spain television settled a sort of the external pluralism. Korean television is pursuing the BBC type of internal pluralism. In Korea, television is more commercial than Spain. Consequently, Spain media serve the consolidation of democracy more than Korea on the whole.

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