• 제목/요약/키워드: Behavior Pattern Recognition

검색결과 89건 처리시간 0.024초

암 환자의 건강행위 이행경험에 관한 연구 (A Study on Health Behavior Experience of the Cancer Patients)

  • 정연강;허진영
    • 한국학교보건학회지
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    • 제8권1호
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    • pp.117-131
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    • 1995
  • The purpose of this study is to grasp the nature of health behavior to pactice in order to keep and improve the optimal health in the current status of the cancer patients. The subjects were 21 cancer patients, who knew about their disease for themselves, could communicate without mental disease history, and could understand the purpose of this study and cooperate, in a university hospital in Seoul. The data were collected by direct interview from July 15 to Oct. 17, 1994. The interview took about 1~2hours per one time for each paitent by unstructural and open questions. And they were classified into some similar contents on the basis of the phenomenological analysis and categorized. The analyzed results are as follows: 1) In the daily life before and after diagnosis as cancer patients, they were categorized into 6 areas-the state of movement, sleeping, nutrition and diet, society and economy, drinking and somking, and recognition of their health. 2) In the experience of health behavior of cancer patents, they were categorized into 7 areas-the state of movement, sleeping, nutrition and diet, society and economy, drinking and smoking, recognition of their health, and psychology etc. According to the analyzed results of daily life before diagnosis as cancer patients, it turned out that they didn't recognize the problems for their health habit and made their disease state bad by irresolute characteristics which hesitated to practice rightly, renunciation, and irresponsibility and so on, even if they had much interests in their health and were motivated. Therefore, it is necessary to recognize and have an individual-centric interests in order to change the pattern of life for optimal health state to some extent. In the health behavior of cancer patients, it turned out that they had interests in the state of nutrition and diet the most. Even though they experienced the change of serious nutritive state due to the bad gastroenteric trouble by anticancer treatment, they were trying to have a regular eating habit refraining from irritant food and use folk remedies or healthy food temperating the taste food thoroughly, they also showed the sensitive response for nutrition. In addition, they appeared to use the traditional medical treatment or the folk remedies very seriously without abuse. In consideration of it, it is desirable to use them together with the modern medical treatment intercomplementarily and necessary to look into the types for cancer patients and their benefits.

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Decoding Brain Patterns for Colored and Grayscale Images using Multivariate Pattern Analysis

  • Zafar, Raheel;Malik, Muhammad Noman;Hayat, Huma;Malik, Aamir Saeed
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권4호
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    • pp.1543-1561
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    • 2020
  • Taxonomy of human brain activity is a complicated rather challenging procedure. Due to its multifaceted aspects, including experiment design, stimuli selection and presentation of images other than feature extraction and selection techniques, foster its challenging nature. Although, researchers have focused various methods to create taxonomy of human brain activity, however use of multivariate pattern analysis (MVPA) for image recognition to catalog the human brain activities is scarce. Moreover, experiment design is a complex procedure and selection of image type, color and order is challenging too. Thus, this research bridge the gap by using MVPA to create taxonomy of human brain activity for different categories of images, both colored and gray scale. In this regard, experiment is conducted through EEG testing technique, with feature extraction, selection and classification approaches to collect data from prequalified criteria of 25 graduates of University Technology PETRONAS (UTP). These participants are shown both colored and gray scale images to record accuracy and reaction time. The results showed that colored images produces better end result in terms of accuracy and response time using wavelet transform, t-test and support vector machine. This research resulted that MVPA is a better approach for the analysis of EEG data as more useful information can be extracted from the brain using colored images. This research discusses a detail behavior of human brain based on the color and gray scale images for the specific and unique task. This research contributes to further improve the decoding of human brain with increased accuracy. Besides, such experiment settings can be implemented and contribute to other areas of medical, military, business, lie detection and many others.

그래프 데이터베이스 환경에서 이상징후 탐지를 위한 연관 관계 분석 기법 (Association Analysis for Detecting Abnormal in Graph Database Environment)

  • 정우철;전문석;최도현
    • 융합정보논문지
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    • 제10권8호
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    • pp.15-22
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    • 2020
  • 4차 산업 혁명과 데이터 환경의 급격한 변화는 기존 관계형 데이터베이스(RDB)는 기술적 한계를 드러내고 있다. IDC/금융/보험 등 전 분야에서 비정형 데이터에 대한 새로운 분석방안으로 그래프 데이터베이스(GDB) 기술에 관심이 높아지고 있다. 그래프 데이터베이스는 상호 연동된 데이터를 표현하고 광범위한 네트워크에서 연관 관계 분석에 효율적인 기술이다. 본 연구는 기존 RDB를 GDB 모델로 확장하고, 새로운 이상징후 탐지를 위해 기계학습 알고리즘(패턴인식, 클러스터링, 경로거리, 핵심추출)을 적용하였다. 성능분석 결과 이상 행위 성능(약 180배 이상)이 크게 향상되었고, RDB로 분석 불가능한 5단계 이후 이상징후 패턴을 추출할 수 있음을 확인하였다.

가로 활성화 요인으로서 가로환경디자인 분석을 위한 패턴 언어에 관한 연구 - 인사동길 사례를 중심으로 (A Study on Pattern Language for Street Environmental Design Analysis as the Vitalization factor of Street - Case study based on Insadong Street)

  • 이훈길;이주형
    • 한국산학기술학회논문지
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    • 제16권12호
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    • pp.8147-8156
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    • 2015
  • 본 논문은 가로 활성화를 위한 가로환경디자인 분석으로 인사동길의 패턴 언어를 분석한 것이다. 보행자 가로, 공원, 광장과 같은 도시 공공공간은 급속한 도시화와 산업화로 인하여 증가하고 있다. 그러나 실제로 사용자의 행동 패턴을 만족하는 공간은 많지 않다. 이는 사람과 공공공간의 공간적 질에 대한 충분한 고려없이 형식적인 공급과 관리 방향에만 치중했기 때문이다. 본 연구의 목적은 크리스토퍼 알렉산더의 패턴 언어를 적용하여 인사동길의 분석을 통하여 활력이 넘치고 다양한 거리를 만들고, 지역의 특성을 부여하는 요소들을 찾는 것이다. 그러므로 시대별로 변화되어온 도시 가로환경의 가치인식 변화를 통하여 공공공간의 공간적 특성을 선별하고, 각각의 공간적 특성에 적합한 패턴 언어를 선별하여 가로환경디자인 분석을 위한 기준을 마련한다. 연구결과, 인사동길을 중심으로 패턴 언어와의 관계를 살펴보면 거리 활성화에 영향을 미치는 패턴 언어는 보행자 거리(100), 건물의 정면(122), 활동의 결절점(30) 등 16개로 분석되었다. 따라서 본 논문은 패턴 언어를 통하여 인사동길의 가로환경디자인 분석에 초점을 맞추고 가로활성화에 도움이 되는 가이드라인과 평가 기준을 제안하고자 한다.

정보공유공간이 이용자 유동패턴과 도서관인식에 미치는 영향 (The Influence of Information Commons on User Traffic Patterns and Perceptions of the Library)

  • 박지홍;박진희;남은경;이서하
    • 정보관리학회지
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    • 제30권4호
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    • pp.93-110
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    • 2013
  • 정보에 대한 접근을 증가시키는 기술의 사용은 지난 십 년 동안 대학도서관 서비스에 많은 변화를 가져왔다. 정보공유공간의 등장은 이러한 변화 중 하나이다. 이에 대한 대부분의 이전 연구는 이의 개념이나 역할에 치중하였다. 반면, 정보공유공간을 공간서비스로 파악하고 있는 본 연구의 목적은 정보공유공간이 이용자 유동패턴과 도서관인식에 어떤 영향을 미치는지 파악하는데 있다. 정보공유공간이 도서관의 주요 공간과 시설로 자리매김하였고 이에 따라 이들이 이용자의 행위와 인식에 어떤 영향을 미치는지 알아볼 필요가 있다. 본 연구는 두 가지의 연구방법을 사용하였다. 첫째, 관찰법을 사용하여 이용자들의 유동 패턴 및 행위를 관찰하였고, 둘째, 정보공유공간에 대한 이용과 인식에 관한 인터뷰를 20명의 학부학생과 12명의 대학원생을 대상으로 수행하였다. 본 연구의 결과로서 학부학생과 대학원생은 서로 차별화 되는 유동패턴을 보였고, 시설의 위치와 구조는 이용자들의 움직임과 행위에 영향을 미쳤으며, 또한 정보공유공간에 대한 인식은 도서관 전반에 대한 인식으로 해석되는 경향을 보였다. 본 연구결과는 이용자 요구를 고려한 도서관 공간 설계 및 향상에 도움이 될 것이다.

학교 유형별 고등학생의 스트레스 인지 요인과 양상 분석 (An Analysis of the Factors and Patterns Related to Stress Perception of Students from Different Types of High School)

  • 임서영
    • 한국산학기술학회논문지
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    • 제21권5호
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    • pp.598-606
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    • 2020
  • 본 연구는 학교 유형별 고등학생의 스트레스 인지 요인과 이에 대한 양상을 분석하였다. 연구대상은 제14차 청소년건강행태조사 원시자료 중 연구 목적에 부합하는 29,380명이다. 스트레스 인지와 관련 있는 요인을 일반적 특성, 건강행태 특성, 건강상태 특성으로 구분하였다. 연구대상 요인에 대하여 동일 유형의 고등학교 집단 내 분석 및 집단 간 분석을 시행하였다. 연구를 통해 나타난 결과를 요약하면 다음과 같다. 일반계 고등학교 학생 집단이 특성화 고등학교 학생 집단에 비해 유의하게 스트레스 인지가 높았다. 두 학교 유형에서 스트레스 인지는 다수의 공통적인 요인들과 집단 특이적 요인들이 관련되어 있었다. 공통으로 스트레스 인지와 관련이 있는 주요 요인은 우울감 경험, 주관적 건강상태 인지, 주관적 수면충족 그리고 성별 순이었다. 그러나 각각의 요인들이 스트레스 인지와 관련이 있는 양상은 학교 유형에 따라 차이가 있었다. 따라서 고등학교 청소년들의 스트레스 파악 및 중재를 위한 정책 수립에서 공통적인 스트레스 인지 관련 요인을 고려함과 동시에 각 집단의 특성을 충분히 인지하고 반영하는 노력을 해야 할 것으로 판단된다.

A Study on Relationship between Smartphone User Pattern and Addiction

  • Lee, Myung-Suk;Lim, Young-Kyu
    • 한국컴퓨터정보학회논문지
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    • 제23권3호
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    • pp.101-106
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    • 2018
  • The purpose of this study is to analyze the patterns of unconsciousness smartphone use by using an app and a self-administered survey on smartphone addiction comparatively and examine differences between recognition and behavior about actual smartphone use and examine how smartphone addiction influences learning. With an app installed in smartphones, this author collected and analyzed data about users' unconsciousness using patterns for a month. According to the results, there were significant differences found in users' recognition and actual time for use and also frequency of turning on the display. Also, 22% of the subjects used their smartphone over 8 hours a day, and 76% more than 5 hours. Over 95% turned on the display more than 100 times a day, and in extreme cases, they did more than 300 times. In the meantime, users not only in the smartphone addiction high risk group and the potential risk group but also in the general user group are found to use their smartphone too long and too much and frequently turn on the display. The apps that the general user group is mainly using are entertaining apps, and their school records are rather good, so excessive use does not always lead to addiction or learning disorder. Therefore, if we develop more diverse contents for learning and provide digital literacy education, smartphone use will bring more positive effects instead. In follow-up research, the app should be corrected to collect more accurate information, and as variables in personal areas, this researcher will also measure depression, anxiety, stress, self-esteem, and emotional control, and so on to see how they are associated with smartphone use.

Toll-like Receptor 2 is Dispensable for an Immediate-early Microglial Reaction to Two-photon Laser-induced Cortical Injury In vivo

  • Yoon, Heera;Jang, Yong Ho;Kim, Sang Jeong;Lee, Sung Joong;Kim, Sun Kwang
    • The Korean Journal of Physiology and Pharmacology
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    • 제19권5호
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    • pp.461-465
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    • 2015
  • Microglia, the resident macrophages in the central nervous system, can rapidly respond to pathological insults. Toll-like receptor 2 (TLR2) is a pattern recognition receptor that plays a fundamental role in pathogen recognition and activation of innate immunity. Although many previous studies have suggested that TLR2 contributes to microglial activation and subsequent pathogenesis following brain tissue injury, it is still unclear whether TLR2 has a role in microglia dynamics in the resting state or in immediate-early reaction to the injury in vivo. By using in vivo two-photon microscopy imaging and $Cx3cr1^{GFP/+}$ mouse line, we first monitored the motility of microglial processes (i.e. the rate of extension and retraction) in the somatosensory cortex of living TLR2-KO and WT mice; Microglial processes in TLR2-KO mice show the similar motility to that of WT mice. We further found that microglia rapidly extend their processes to the site of local tissue injury induced by a two-photon laser ablation and that such microglial response to the brain injury was similar between WT and TLR2-KO mice. These results indicate that there are no differences in the behavior of microglial processes between TLR2-KO mice and WT mice when microglia is in the resting state or encounters local injury. Thus, TLR2 might not be essential for immediate-early microglial response to brain tissue injury in vivo.

CAPD기법을 이용한 부분방전 현상 해석에 관한 연구 (Analysis of Partial Discharge Phenomena by means of CAPD)

  • 김성홍
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2002년도 하계학술대회 논문집 Vol.3 No.2
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    • pp.939-944
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    • 2002
  • PD phenomena can be regarded as a deterministic dynamical process where PD should be occurred if the local electric field be reached to be sufficiently high. And thus, its mathematical model can be described by either difference equations or differential equations using several state variables obtained from the time sequential measured data of PD signals. These variables can provide rich and complex behavior of detectable time series, for which Chaos theory can be employed. In this respect, a new PD pattern recognition method is proposed and named as 'Chaotic Analysis of Partial Discharges (CAPD)' for this work. For this purpose, six types of specimen are designed and made as the models of the possible defects that may cause sudden failures of the underground power transmission cables under service, and partial discharge signals, generated from those samples, are detected and then analyzed by means of CAPD. Throughout the work, qualitative and quantitative properties related to the PD signals from different defects are analyzed by use of attractor in phase space, information dimensions ($D_0$ and D2), Lyapunov exponents and K-S entropy as well. Based on these results, it could be pointed out that the nature of defect seems to be identified more distinctively when the CAPD is combined with traditional statistical method such as PRPDA. Furthermore, the relationship between PD magnitude and the occurrence timing is investigated with a view to simulating PD phenomena.

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여고생(女高生)의 식품(食品)섭취 실태(實態)와 체형(體形)에 관한 인식(認識) 조사(調査) (A Servey on the Food Intake Pattern and the Recognition About Body Style of High School Girls)

  • 조이경;안명수
    • 한국식생활문화학회지
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    • 제13권2호
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    • pp.127-134
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    • 1998
  • A survey was carried out to investigate into high school girls' food intake pattern and their behavior for weight control. The average height and weight of the subjects were 161cm and 52.9kg, while 53.3% of them usually had breakfast which 83.7% of them had steamed rice and dishes,64.7% of residue (46.7%) them often skipped breakfast because they didn't have to eat. Most of them had lunch which prepared from home at lunch time (75.7%), they cheesed foods at first by taste(71.9%), but they almost didn't consider the nutritional aspects, also they had very small amount of fruits and vegetables. They had snack more than once a day(93.4%), As snack, they used mainly cookies(39%), Ramyun and Ddukbocki(31.5%),and breads(17.6%). Meal time was shown to be short such as 10 or 20 minutes(40.7%), dinner was thought to be the most important meal(66.9%) In spite of their weight was standard(56.68%), they thought their style as fatty(48.1%) and they wanted to reduce weight(90.4%). 90.3% of all subjects were interested in weight control and students with standard sizes(52.7%) and/or/(p<0.05) lean weights(27 1%) had concerning about weight control significantly. The motive of attempt to weight control was shown to be effected by mass communication(49.1%) mainly, When they tried to lose their weight, 66.7% of them depended on their own judgement, while only 1.1% asked for the advice of a doctor. The most effective way to control weight was thought to increase the amount of exercise(52.7%) and to control the amount of food (32.2%).

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