• 제목/요약/키워드: Personal Recognition

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개인정보 비식별화를 위한 개체명 유형 재정의와 학습데이터 생성 방법 (Re-defining Named Entity Type for Personal Information De-identification and A Generation method of Training Data)

  • 최재훈;조상현;김민호;권혁철
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.206-208
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    • 2022
  • 최근 빅데이터 산업이 큰 폭으로 발전하는 만큼 개인정보 유출로 인한 사생활 침해 문제의 관심도 높아졌다. 자연어 처리 분야에서는 이를 개체명 인식을 통해 자동화하려는 시도들이 있었다. 본 논문에서는 한국어 위키피디아 문서의 본문에서 비식별화 정보를 지닌 문장을 식별해 반자동으로 개체명 인식 데이터를 구축한다. 이는 범용적인 개체명 인식 데이터에 반해 비식별화 대상이 아닌 정보에 대해 학습되는 비용을 줄일 수 있다. 또한, 비식별화 정보를 분류하기 위해 규칙 및 통계 기반의 추가적인 시스템을 최소화할 수 있는 장점을 가진다. 본 논문에서 제안하는 개체명 인식 데이터는 총 12개의 범주로 분류하며 의료 기록, 가족 관계와 같은 비식별화 대상이 되는 정보를 포함한다. 생성된 데이터셋을 이용한 실험에서 KoELECTRA는 0.87796, RoBERTa는 0.88575의 성능을 보였다.

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홍채 인식을 위한 동공 중심점 탐색 알고리즘에 관한 연구 (The Study on Searching Algorithm of the center of Pupil for the Iris Recognition)

  • 조민환;허정연
    • 한국컴퓨터정보학회논문지
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    • 제11권1호
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    • pp.19-25
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    • 2006
  • 홍채인식은 개인의 홍채 패턴을 이용한 인식시스템으로 정보보안 분야나 개인 인증에 최고의 인증시스템중 하나로 알려져 있다. 홍채 인식을 위해 가장 먼저 해결해야하는 문제는 동공중심점탐색 이 매우 중요하다. 지금까지 많은 탐색 알고리즘들이 개발되었으나 대부분 처리시간이 매우 많이 소요된다. 본 논문에서는 새로운 동공 중심점 탐색 방법을 제시하고, Hough 변환을 이용한 방법과 비교하였다. 그 결과 120개의 이미지를 대상으로 실험한 결과 약 30%의 처리 속도 개선의 결과를 얻었다.

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치위생과 학생의 감염관리에 대한 인지도와 실천도 조사 (A study on recognition and practice of dental hygiene students for Infection control dental hygiene major courses)

  • 이지영;정미경
    • 한국치위생학회지
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    • 제9권2호
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    • pp.73-88
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    • 2009
  • The purpose of the study was to provide the basic for the prevention of infection control by analyzing the level of recognition and practice of dental hygiene students. It is important for dental clinic staffs to know and practice infection control measures in favor of effective infection control. Thus, this study conducted an one-month questionnaire survey (during October 2008) for dental hygiene students who ever experienced in 16-week clinical practice, and analyzed total 206 questionnaire forms as collected from them, so that it could determine potential associations between their recognition and practice of infection control and thereby suggest an efficient solution for infection control in dental hygiene. 1. It was found that our students' recognition about infection control averaged $4.49{\pm}.58$ points on the whole, and they were best aware of instrumental disinfection and sterilization among other measures, which was followed by hand washing, extirpation control, post-sterilization management, personal protective outfit and instrumental surface maintenance respectively. 2. It was found that our students' practice of infection control averaged $3.85{\pm}.57$ points on the whole, and they practiced hand washing most actively among other measures, which was followed by extirpation control, post-sterilization management, instrumental disinfection and sterilization, personal protective outfit and instrumental surface maintenance respectively. 3. It was found that our students scored higher mean points in recognition about every measure of infection control than those in practice (t=15.676, p=0.000). Particularly, it was notable that there were significant differences between their mean points in recognition and practice of some infection control measures, such as instrumental surface maintenance (t=15.361, p=0.000), personal protective outfit (t=15.245, p=0.000) and instrumental disinfection and sterilization (t=11.169, p=0.000). But there was least significant difference between mean points in recognition and practice of hand washing (t=5.460, p=0.000). 4. For potential associations between recognition and practice of infection control, it was found that higher recognition was in significantly positive associations with higher practice in every measure of infection control (r=.478, p=.000), such as extirpation control (r=.630, p=.000), instrumental disinfection and sterilization (r=.477, p=.000) and post-sterilization management (r=.433, p=.000). 5. It was found that there were differences in our students' recognition depending upon availability of infection control guideline (t=4.587, p=.011), and there were significant differences in practice depending on necessity of infection control education on a statistical basis (t=2.229, p=.027). Overall, it is found that our dental hygiene students are very likely to practice hand washing and extirpation control, because both of these measures are relatively easy to practice or are considered legally binding.

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통합교육에 대한 유아교사의 인식과 태도에 미치는 영향요인에 관한 연구 (A Study on the Influencing Factors of Recognition and Attitude of Early Childhood Teachers for Integrated Education)

  • 이정숙
    • 한국사회복지학
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    • 제58권1호
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    • pp.5-29
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    • 2006
  • 본 연구는 통합교육의 주체인 유아교사의 개인적인 변인들이 통합교육에 대한 교사의 인식과 태도에 미치는 영양을 분석하여 향후 장애유아 통합교육의 성공적이고 올바른 구현을 위한 기본전략 구상의 기초자료를 제공하는데 그 목적이 있다. 이를 위해 어린이집 교사들을 대상으로 설문조사를 실시하여 교사경력, 직급, 학력, 통합교육, 경험, 장애관련 연수의 개인적인 변인들이 통합교육에 대안 교사의 인식과 태도에 미치는 영향력을 분석하였다. 분석결과 교사 개인적인 변인들은 인식과 태도의 각 하위영역별로 각기 다른 차이와 영향강도를 보이고 있으나, 통합교육 경험과 장애관련 연수경험이 주요한 영향을 미치는 것으로 나타났다. 따라서 이러한 결과들을 바탕으로 교사들의 현직교육을 활성화하여 장애관련 연수나 통합교육에 관한 실습 등을 실시하는 방안을 제시하였다.

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생체 인식 시스템을 위한 심전도 개인인식 알고리즘 개발 (Development of Electrocardiogram Identification Algorithm for a Biometric System)

  • 이상준;김진권;이영범;이명호
    • 대한의용생체공학회:의공학회지
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    • 제31권5호
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    • pp.365-374
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    • 2010
  • This paper is about the personal identification algorithm using an ECG that has been studied by a few researchers recently. Previously published algorithm can be classified as two methods. One is the method that analyzes ECG features and the other is the morphological analysis of ECG. The main characteristic of proposed algorithm uses together two methods. The algorithm consists of training and testing procedures. In training procedure, the features of all recognition objects' ECG were extracted and the PCA was performed for morphological analysis of ECG. In testing procedure, 6 candidate ECG's were chosen by morphological analysis and then the analysis of features among candidate ECG's was performed for final recognition. We choose 18 ECG files from MIT-BIH Normal Sinus Rhythm Database for estimating algorithm performance. The algorithm extracts 100 heartbeats from each ECG file, and use 40 heartbeats for training and 60 heartbeats for testing. The proposed algorithm shows clearly superior performance in all ECG data, amounting to 90.96% heartbeat recognition rate and 100% ECG recognition rate.

생체 인식에서 치아 영상의 이용에 관한 연구 (Study on Using Teeth Images in Biometrics)

  • 김태우;조태경;이민수
    • 한국산학기술학회논문지
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    • 제7권2호
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    • pp.200-205
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    • 2006
  • 본 논문은 치아의 전치교합(anterior occlusion)과 후치교합(posterior occlusion) 상태에서 획득된 치아 영상에 대하여 BMME와 LDA에 기반한 개인 인식 방법을 제안한다. 이 방법은 전치교합과 후치교합 상태의 치아 영상에서 치아 영역 추출, BMME, 패턴 인식 과정으로 구성된다. 이들 두 치아교합은 영상에서 일관된 자세의 치아 영상을 얻을 수 있도록 하며, BMME는 패턴 인식 과정에서 정합 오차를 줄이도록 해 준다. 치아는 딱딱하므로 치아영상을 사용하면 영상 획득 시 변형되지 않기 때문에 유용하다. 제안된 방법은 20명을 대상으로 개인 인증을 위한 치아인식 실험에서 성공적이었으며, 멀티 모달(multi-modal) 인증 시스템에 기여할 수 있음을 보였다.

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은퇴자의 은퇴 이후 생활수준 변화 인식에 관한 연구 (The Recognition Change of Standard of Living of Retirees)

  • 김주희;이기영;최현자
    • 가족자원경영과 정책
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    • 제13권4호
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    • pp.73-93
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    • 2009
  • The purpose of this study was to examine retirees' attitudes towards change of living standards. The data were drawn from the 2007 Korean Retiree Survey, as carried out by the Korean Investors Education Foundation. The major findings are as follows: 1) Some retirees were not well-prepared for retirement, i.e., they lacked financial consultation, had low personal financial literacy, and lacked sufficient wealth. Retirees suffered from health difficulties, loneliness or a sense of alienation, family conflict, or lack of pastimes. 2) Certain groups recognized the change of living standards for retirees as either positive or negative. Retirees who recognized the change of living standards as negative were not well-prepared for retirement, had low personal financial literacy, and lacked sufficient wealth. They also suffered from health difficulties, loneliness or a sense of alienation, family conflict, or lack of pastimes. 3) There was a strong probability for the negative recognition group not to be well-prepared for retirement, having low personal financial literacy, and lacking in sufficient wealth. There was a strong probability for the negative recognition group to suffer from health difficulties or lack of pastimes. Based on these findings, this research suggests that retirees should prepare for retirement with a positive attitude.

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치과기공사에 대한 인식정도와 이미지 조사 - 대구지역을 중심으로 - (Research recognition and image about dental technician)

  • 정효경;김정숙;이승희
    • 대한치과기공학회지
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    • 제32권2호
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    • pp.91-102
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    • 2010
  • Purpose : The purpose of study was 500 people who are not related to dentistry in order to survey image about dental technicians. Methods : The subjects were composed of 500 people who are not related in Daegu Metropolitan city. This study was done using the Statistical Package for Social Sciences 17.0 for Windows. As for the analysis methods, the study used the frequency analysis, percentage, mean, t-test, analysis of variance. Results : The score on the image of dental technicians declined in the order of occupational image(2.98), work image(3.14), personal image(3.26), social image(2.87). 'It is hard and stressful' in the occupational image had the highest score with 3.69, 'Dentist and companionship are strong' in the occupational image had the lowest score with 2.21. 'It need expert knowledge and a skilled technology' in the work image had the highest score with 3.69, 'Health medical treatment side of health technique is occupation.' in the work image had the lowest score with 3.69. 'It always work busily' in the personal image had the highest score with 3.69, 'It is value and is effect work.' in the personal image had the lowest score with 3.69. 'An employment is easy after license acquisition.' in the social image had the highest score with 3.69, 'It admit independence' in the social image had the lowest score with 3.69. Conclusion : Dental technition research in order to image improvement and recognition, as the medical professional must construct the desirable dental technition image and recognition.

열화상 카메라를 이용한 통합 방역 시스템 개발 (Development of an Integrated Quarantine System Using Thermographic Cameras)

  • 정범진;이정임;서광덕;정경옥
    • 대한안전경영과학회지
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    • 제24권1호
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    • pp.31-38
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    • 2022
  • The most common symptoms of COVID-19 are high fever, cough, headache, and fever. These symptoms may vary from person to person, but checking for "fever" is the government's most basic measure. To confirm this, many facilities use thermographic cameras. Since the previously developed thermographic camera measures body temperature one by one, it takes a lot of time to measure body temperature in places where many people enter and exit, such as multi-use facilities. In order to prevent malfunctions and errors and to prevent sensitive personal information collection, this research team attempted to develop a facial recognition thermographic camera. The purpose of this study is to compensate for the shortcomings of existing thermographic cameras with disaster safety IoT integrated solution products and to provide quarantine systems using advanced facial recognition technologies. In addition, the captured image information should be protected as personal sensitive information, and a recent leak to China occurred. In order to prevent another case of personal information leakage, it is urgent to develop a thermographic camera that reflects this part. The thermal imaging camera system based on facial recognition technology developed in this study received two patents and one application as of January 2022. In the COVID-19 infectious disease disaster, 'quarantine' is an essential element that must be done at the preventive stage. Therefore, we hope that this development will be useful in the quarantine management field.