• 제목/요약/키워드: Activity recognition

검색결과 788건 처리시간 0.029초

노년기 자살생각의 요인과 변화추이 분석: 국민건강영양조사 3개년도(2001, 2005, 2010)자료를 활용하여 (Influencing Factors and Trend of Suicidal Ideation in the Elderly: Using the Korea National Health and Nutrition Examination Survey(2001, 2005, 2010))

  • 최령;황병덕
    • 보건교육건강증진학회지
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    • 제31권5호
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    • pp.45-58
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    • 2014
  • Objective: The purpose of this study was to analysis the determinants and trend of suicidal ideation the elderly in Korea. Methods: This study participants were selected the elderly over the age of 55 from the Korea National Health and Nutrition Examination Survey in 2001(n=1,122), 2005(n=2,098), and 2010(n=2,402). Statistical analysis methods used in this study were $x^2$-test, logistic regression analysis and other basic statistics such frequency, percentage using SPSS version 21.0. Results: In 2001, the influencing factors of suicidal ideation was spouses, subjective health status and stress recognition. In 2005, the influencing factors of suicidal ideation were spouses, subjective health status, chronic disease amount, activity limitation, depression experience and stress recognition. In 2010, the influencing factors of suicidal ideation were elderly, education level, subjective health status, activity limitation, depression experience and stress recognition. Conclusions: The health education considering the characteristics of each elderly group should be developed and applied to prevent adults' suicidal ideation because the factors influencing suicidal ideation were revealed differently between the elderly group.

간호대학생의 간호학 학습성과 성취도와 중요도 인식 (The Recognition of Achievement and Importance of Nursing Program Outcome among Nursing Students)

  • 배수현;박정숙
    • 한국간호교육학회지
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    • 제19권2호
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    • pp.203-214
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    • 2013
  • Purpose: The purpose of this study was to examine the recognition of achievement and importance of nursing program outcome among nursing students. Methods: The survey was performed with 439 nursing student and recruited from 3-year or 4-year nursing students, scheduled to graduate from university. The data was collected by questionnaires and was analyzed with SPSS statistics 19.0. Results: The achievement of nursing program outcome was 3.28. and the important of that was 4.38. The achievement of nursing program outcome on critical thinking and communication of 4-year nursing students were higher than 3-year nursing students. Achievement of program outcome were significantly different according to satisfaction of curriculum, club activity and voluntary activity. Conclusion: These findings indicate that outcome-based nursing curriculum is need to consider the importance and achievement level of program outcome for nursing students.

Detecting user status from smartphone sensor data

  • Nguyen, Thu-Trang;Nguyen, Thi-Hau;Nguyen, Ha-Nam;Nguyen, Duc-Nhan;Choi, GyooSeok
    • International Journal of Advanced Culture Technology
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    • 제4권1호
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    • pp.28-30
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    • 2016
  • Due to the high increment in usage and built-in advanced technology of smartphones, human activity recognition relying on smartphone sensor data has become a focused research area. In order to reduce noise of collected data, most of previous studies assume that smartphones are fixed at certain positions. This strategy is impractical for real life applications. To overcome this issue, we here investigate a framework that allows detecting the status of a traveller as idle or moving regardless the position and the direction of smartphones. The application of our work is to estimate the total energy consumption of a traveller during a trip. A number of experiments have been carried out to show the effectiveness of our framework when travellers are not only walking but also using primitive vehicles like motorbikes.

자기 구성 지도와 은닉 마르코프 모델을 이용한 가속도 센서 기반 행동 인식 (Activity Recognition based on Accelerometer using Self Organizing Maps and Hidden Markov Model)

  • 황금성;조성배
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2008년도 학술대회 1부
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    • pp.245-250
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    • 2008
  • 최근 동작 및 행동 인식에 대한 연구가 활발하다. 특히, 센서가 소형화되고 저렴해지면서 그 활용을 위한 관심이 증가하고 있다. 기존의 많은 행동 인식 연구에서 사용되어 온 정적 분류 기술 기반 동작 인식 방법은 연속적인 데이터 분류 기술에 비해 유연성 및 활용성이 부족할 수 있다. 본 논문에서는 연속적인 데이터의 패턴 분류 및 인식에 효과적인 확률적 추론 기법인 은닉 마르코프 모델(Hidden Markov Model)과 사전 지식 없이도 자동 학습이 가능하며 의미 깊은 궤적 패턴을 클러스터링하고 효과적인 양자화가 가능한 자기구성지도(Self Organizing Map)를 이용한 동작 인식 기술을 소개한다. 또한, 그 유용성을 입증하기 위해 실제 가속도 센서를 이용하여 다양한 동작에 대한 데이터를 수집하고 분류 성능을 분석 및 평가한다. 실험에서는 실제 가속도 센서를 통해 수집된 숫자를 그리는 동작의 성능 평가 결과를 보이고, 행동 인식기 별 성능과 전체 인식기별 성능을 비교한다.

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WSN환경에서 은닉 마코프 모텔 기반의 분산추론 기법 적용한 행위인지 알고리즘 (An Activity Recognition Algorithm using a Distributed Inference based on the Hidden Markov Model in Wireless Sensor Networks)

  • 김홍섭;한만형;임거수
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2008년도 제39차 동계학술발표논문집 16권2호
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    • pp.231-236
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    • 2009
  • 본 연구에서는 집이나 사무실과 같은 일상 공간에서 발생할 수 있는 연간의 일상생활행위 (ADL: Activities of Daily Living) 들을 인지하는 분산 모델을 제시한다. 사용자의 환경 정보, 위치 정보 및 행위 정보를 간단한 센서들이 부착된 가정용 기기들과 가구, 식기들을 통해 무선 센서 네트워크를 통해 수집하며 분석한다. 하지만 이와 같은 다양한 기기의 활용과 충분히 분석되어지지 않은 데이터들은 본 논문에서 제시하는 일상 환경에서 고차원의 ADL 모델을 구축하기 어렵게 한다. 그러나 ADL들이 생성하는 센서 데이터들과 센서 데이터들의 순서들은 어떤 행위가, 이루어지고 있는지 인지할 수 있도록 도와준다. 따라서 이 센서 데이터들의 순서를 특정 행위 패턴을 분석하는 데 활용하고, 이를 통해 분산 선형 시간 추론 알고리즘을 제안한다. 이 알고리즘은 센서 네트워크와 같은 소규모 시스템에서 행위를 인지하는 데 적절하다.

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계층적 색인 구조를 갖는 다중 가우시안 기반의 배경 모델을 이용한 실시간 인간 행동 인식 연구 (Real-time Human Activity Recognition Using Multiple Of Gaussian based Background Model with Hierarchical Index Structure)

  • 최진;한태우;조용일;양현승
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2007년도 학술대회 1부
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    • pp.750-754
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    • 2007
  • 본 논문은 실내의 로비나 복도에 설치된 방범 카메라로부터 얻어진 일련의 영상으로부터 '걷기', '뛰기', '앉기', '일어서기', '넘어짐'의 비교적 짧은 시간에 일어나는 인간 행동들을 실시간으로 인식하는 시스템의 구현에 관해 다룬다. 먼저 입력으로 받은 영상을 계층적 색인 구조를 갖는 다중 가우시안 기반의 배경 모델을 이용하여 윤곽을 추출하고 객체를 인식하여 시간차에 의한 가중치로 누적하여 시간 템플릿을 만든다. 만들어진 시간 템플릿으로부터 특징을 추출하여 신경망 모델에 적용하여 5가지 인간행동을 구분한다. 구현된 시스템으로 인간행동 인식 실험을 수행하였는데, 실험 참가자들의 행동 방식이 약간씩 달랐음에도 불구하고 높은 인식률을 보여주었다.

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FCM 이산화를 이용한 스마트 홈에서 행동 모델링 (Intelligent Modeling of User Behavior based on FCM Quantization for Smart home)

  • 정우용;이제헌;윤숙현;조영완;김은태
    • 제어로봇시스템학회논문지
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    • 제13권6호
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    • pp.542-546
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    • 2007
  • In the vision of ubiquitous computing environment, smart objects would communicate each other and provide many kinds of information about user and their surroundings in the home. This information enables smart objects to recognize context and to provide active and convenient services to the customers. However in most cases, context-aware services are available only with expert systems. In this paper, we present generalized activity recognition application in the smart home based on a naive Bayesian network(BN) and fuzzy clustering. We quantize continuous sensor data with fuzzy c-means clustering to simplify and reduce BN's conditional probability table size. And we apply mutual information to learn the BN structure efficiently. We show that this system can recognize user activities about 80% accuracy in the web based virtual smart home.

Isopleth Mapping기법에 의한 봉계지역의 Landslide 활동성 연구 (Recognition of Landslide Activites in Bonggye Area Using Isopleth Mapping Techniques)

  • 김윤종;유일현
    • 대한원격탐사학회지
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    • 제5권2호
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    • pp.123-131
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    • 1989
  • The inventory maps of landslide deposits show where landsliding has occured in the past, and serve as a general guide to slope stability. Isopleth maps derived from those inventory maps, generalized and quantify the areal distribution of landslide deposits in contour form. Isopleth maps can provide an economical means for the recognition of landslide activity and assessing the degree of landslide hazard in a large area, especially rural areas. Isopleth maps of Bonggye area, where the degree of landslide hamedial efforts during the period of 1954-1971.

학동기의 스포츠활동과 특기적성활동의 참가가 감성지수 및 성격특성에 미치는 영향 (The influencing effect on E.Q. and personality that both sports activity & speciality aptitude activity in school-childhood can cause)

  • 이한기
    • The Journal of Korean Physical Therapy
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    • 제16권1호
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    • pp.140-156
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    • 2004
  • This study, to find whether a sports activity and a speciality aptitude activity in school-childhood can affect in forming E.Q, has been done in Gyoung-Nam area and Busan wide city with asked 222 of men and women being in their school-childhood and a group of 85 people who had not joined in such activity, using a E.Q testing paper provided by Dae-Gyo Education Corp,. and Seoul National University Educational Research Institute. Following is the results after analyzing the compiled datas. 1. The E.Q. level difference between people who joined, and who not joined in a sports action activity was reported existing, the total E.Q average of those who joined was resulted 212.6, a point 29.6 higher than those not joined of 183.0 ( p< .05). As for the E.Q causing points, it resulted that the points of the joined group is generally up than that of the non-joined group, especially this difference was remarkable in terms of feeling recognition or feeling control, a finding that deserves an attention ( p<.05) 2. Joining periods of sports activity did also have relation to develping E.Q. of school-childhood according to this research, the total E.Q points of a group joined in the activity more than 2 years was 215.5 points, which was 17.4 points higher than those not joined of 186.5 points ( p< .05). Backing again to E.Q causing points in this case, it resulted without exeption of all main causes that those who joined in more than 2 years are generally higher than that of those joined less than 2 years, especially the difference was regarded as big in terms of feeling recognition or feeling control, a finding that deserves an attention ( p<.01). 3. The E.Q. differnce between those joined in a specialty aptitude activity and not joined was studied existing, the total E.Q average points of those joined in a specialty aptitude activity was 207.8, a higher figure by 21.3 points than those not joined group of 186.5 ( p< .05). As for the E.Q causing points, it resulted without exeption of all main causes that those who joined are generally higher than that of those not joined, especially for feeling recognition or feeling control, this difference was more clear, a finding that deserves an attention ( p<.01). 4. It also resulted that E.Q growth depends on the periods to have joined in a speciality aptitude activity, for example, the total E.Q points of those joined in the activity more than 2 years was 217.1, a total more higher by 13.5 points than 203.6 of those not joined ( p< .05). For the E.Q. causing points, it, with the exception of empathy was resulted that those who joined in the speciality aptitude activity more than 2 years are generally higher than those joined less than 2 years, especially the difference is remarkable in terms of feeling recognition or feeling control, a finding that is also remarkable ( p<.05). 5. The E.Q difference between the men and women who joined in both activities of sports & speciality aptitude was found existing, the total E.Q. average for women was resulted 214.2 points, which was 9.2 points higher than men of 205.0. As for the E.Q. causing points, which, without exeption of main causes, women's was reported being high than that of men, in special is more remarkable in terms of feeling control, a finding that deserves an attention. ( p<.05).

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국제회의 안전활동에 있어서 공안기관과 광역지자체간의 문제인식 차이 및 제고방안 -부산 APEC 행사를 중심으로- (Difference of Recognition of Subject and Device of Improvement in Security Activity of International Conference between Security Agency and Great-Sphere Self-Governing Body)

  • 이선기
    • 시큐리티연구
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    • 제14호
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    • pp.389-412
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    • 2007
  • 이 연구는 2005년 부산에서 개최된 APEC 행사의 안전활동 문제점을 도출하여 이를 토대로 향후 우리나라에서 개최될 국제회의 안전활동에 대한 제고방안을 모색해 보는데 그 목적이 있다. 이와 같은 목적을 달성하기 위하여 부산 APEC 행사에 직접 참여한 공안기관인 경찰, 소방기관의 공무원과 APEC 행사를 근거리에서 지원한 부산시 공무원을 대상으로 델파이방법에 의해 3차례에 걸쳐 의견을 수렴하여, 국제회의의 단계별 구성요소 및 문제점을 파악하고 구성요소별로 문제인식에 대한 통계처리를 실시하였다. 이와 함께 공안기관 전문가 4명과 1 : 1 면담결과를 통하여 국제회의 행사에 관한 안전활동 제고방안을 모색한 결과는 다음과 같다. 사전준비단계에서는 제 공안기관과 지자체의 사전협조로 안전활동에 대한 빈틈없는 기반을 강구하여야 한다. 현장활동단계에서는 각 기능별로 안전활동을 검토하고 지자체와 지속적인 보완작용이 필요하다. 실시단계에서는 공안기관과 지자체와의 긴밀한 협조에 의한 시너지효과로 안전역량을 제고해야 한다. 평가 및 수정단계에서는 행사종료 후 공안기관과 지자체가 합동으로 효율적인 평가시스템 탐색하여 차후 행사에 대비해야 한다.

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