• 방송공학회논문지
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• 제17권2호
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• pp.270-283
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• 2012

다채널 TV, IPTV 및 Smart TV 서비스의 등장으로 인해 수많은 방송 채널과 방대한 TV 프로그램 콘텐츠가 시청자 단말로 제공됨으로써 시청자들은 자신이 원하는 콘텐츠를 쉽게 찾고 소비하는 것이 어려운 TV 시청 환경을 맞게 되었다. 따라서 TV 사용자들에게 자신이 선호하는 콘텐츠를 자동 추천해 줌으로써 원하는 콘텐츠로의 접근성을 증대시키는 것은 미래의 지능형 TV 서비스에 있어서 주요한 이슈이다. 이에 본 논문에서는 사용자의 선호 취향과 대중의 선호취향을 모두 고려한 협업필터링 개념의 통계적 기계학습 기반 TV 프로그램 추천 모델을 제시한다. 이를 위해 시청한 TV 콘텐츠에 대한 선호 토픽을 사용자의 시청 선호도로 보고, 최근 널리 활용되고 있는 LDA(Latent Dirichlet Allocation)모델을 TV 프로그램 추천 모델에 적용하였다. LDA 기반 TV 프로그램 추천 성능을 개선하기 위해 본 논문에서는 TV시청 이용내역 데이터를 기반으로, TV 사용자들의 관심 토픽을 은닉 변수로 하고, TV 사용자들의 관심 토픽에 대한 다양성을 반영하기 위해 은닉 변수의 확률분포 특성을 비대칭 디리클레(Dirichlet) 분포로 모형화하여 실험에 적용하였다. 제안된 LDA 기반 TV 프로그램 자동 추천 방법의 성능을 검증하기 위해, 유사 시청 특성을 갖는 사용자 그룹에 대해 상위 5개의 TV 프로그램을 일주일 단위로 추천하였을 경우 평균 66.5%, 2개월 단위의 추천에 대해서는 평균 77.9%의 precision 추천 성능을 확인할 수 있었다.

• Journal of Preventive Medicine and Public Health
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• 제28권3호
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• pp.678-689
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• 1995

Chromium is one of the representative toxic substance by occupational exposure which damage the mucosa of respiratory tract including nasal septal perforation. The aim of this study is to evaluate the effect of chromium exposure on olfactory function and to obtain the fundamental information about chromium exposure. The authors performed olfactory function test, laboratory tests and questionnaire interview on the subject of three groups, that is, two exposed groups and one nonexposed group from May 1 to June 30, 1994. Exposed group 1 was 15 male workers without nasal septal perforation, exposed group 2 was 15 male workers with nasal septal perforation among 103 workers in 22 chromium plating factories, and nonexposed group was 15 male medical students. The gathered informations were histories of chromium exposure, habits of smoking and alcohol drinking, the concentrations of chromium in serum and urine, and asparate aminotransferase(AST), alanine aminotransferase(ALT), gamma-glutamyl transferase, etc. Olfactory function was checked by T and T olfectometer using phenyl ethyl alcohol(material A), methyl cyclopentenolone(material B), iso-valeric acid(material C), $\gamma$-undecalactone(material D), skatole(material E) and the results were expressed by detection threshold(DT) and recognition threshold(RT). There was a significant difference between exposed groups and nonexposed group in A, B, C, D, E substances by DT and in A, B, C, D substances by RT(P<0.01). The degree of olfactory dysfunction was highest in the exposed group 2 and lowest in the nonexposed group in all five substances by DT and it was same in A B, D substances RT and the difference of RT and DT. As summary, olfactory dysfunction by chromium exposure was recognized and the degree of olfactory dysfunction was higher in the exposed group with nasal septal perforation. Therefore, it would be helpful to apply olfactory function test for the early detection of olfactory dysfunction, and this test would be considered as the basic tool within workers' compensation system.

• Journal of Preventive Medicine and Public Health
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• 제51권3호
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• pp.163-168
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• 2018

Objectives: Due to their developmental characteristics, adolescents have a higher probability than other age groups of experiencing injuries caused by accidents, violence, and intentional self-harm. The severity and characteristics of injuries vary by the intentionality and mechanism of injury; therefore, there is a need for a national-level estimate of the scale and the severity of injuries in adolescents that takes these factors into account. Methods: By using data from the Emergency Department-based Injury In-depth Surveillance Data, National Emergency Department Information System, the Korean National Hospital Discharge In-depth Injury Survey, and cause of death statistics, we calculated the emergency department (ED) visit rate, hospitalization rate, and death rate of injuries per 100 000 adolescents for each injury mechanism. The calculated rates were used to generate the injury pyramid ratio (ratio of death rate to hospitalization rate to ED visit rate) to visualize the scale and the severity of the injury. Results: The mortality rate in adolescents due to injury was 10/100 000; the corresponding rates for hospitalization and ED visits were 1623 and 4923, respectively, resulting in an injury pyramid ratio with the general pyramid form, with a 1:162:492 ratio of deaths to hospitalizations to ED visits. The mortality rate due to suicide/intentional self-harm was 5/100 000, while 35 were hospitalized for this reason and 74 made ED visits. The pyramid ratio of 1:7:15 for intentional self-harm/suicide showed a steep pyramidal form, indicating considerable lethality. The mortality rate due to motor vehicle collisions (MVCs) was 3/100 000; 586 were hospitalized for this reason, while 1023 made ED visits. The pyramid ratio of 1:195:341 for MVCs showed a gradual pyramid form, indicating that the lethality was low and the scale of injury was high. Conclusions: The main categories of injuries in adolescents were visualized in pyramid form, contributing to an understanding of the scale of each injury by mechanism in terms of levels of death, hospitalization, and ED visits. These findings will be helpful for understanding how to prioritize injuries in adolescents.

• 비파괴검사학회지
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• 제29권4호
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• pp.374-382
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• 2009

원자력발전소의 1차측 및 2차측 냉각계의 장벽 역할을 하는 핵심 설비중 하나인 증기발생기(steam generator, SG) 전열관은 공공의 사회적 안전성과 효율적인 발전 용량을 유지하기 위해 구조적 건전성을 유지하여야 한다. 또한 결함을 함유하고 있는 전열관은 해당결함을 조기에 검출, 정량적으로 결함을 평가하여 필요한 경우에는 보수조치를 수행하여야 한다. 이러한 결함의 검출 및 정량화를 위해서 검사관련 고시 및 강화된 SG 관리프로그램(SGMP)에 근거하여 와전류탐상검사법(eddy current testing, ECT)을 적용, 검사를 수행하고 있다. SG 전열관에서 검출되고 있는 결함중 응력부식균열(stress corrosion cracking, SCC)은 미세한 경우 결함의 검출이 어려울 뿐 아니라 생성된 결함의 성장속도가 빠르기 때문에 SG 전열관의 건전성을 위협하는 주요결함 기구중 하나로 분류하고 있다. 본 논문에서는 다양한 결함 깊이 및 길이별로 방전가공(electric discharge machining, EDM)된 축방향 ODSCC에 대해 pancake, +point 및 shielded pancake 코일 등이 탑재된 3 coil형태의 +PT MRPC(motorized rotating pancake coils)를 적용하여 결함의 검출가능 여부 및 크기 측정을 위한 검사를 수행하였으며 본 실험결과를 통해 SG 전열관의 건전성 및 원전 운전의 안전성을 진단하는 공학적 평가 자료로써의 활용 가능성 뿐 아니라 와전류탐상검사의 신뢰도 향상을 도모하고자 하였다.

• Environmental Analysis Health and Toxicology
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• 제24권3호
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• pp.241-249
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• 2009

수서생태계에서 중금속 오염은 경제적, 환경보건적으로나 매우 중요한 문제이다. 최근 중금속에 의한 생태계의 안전과 건강성에 대한 우려가 대두되고, 이를 모니터링하고자 하는 시도가 이루어지는 실정이다. 이에 국내산 무갑류인 풍년새우(Branchinella kugenumaensis)를 대상으로 카드뮴(Cd)과 구리(Cu)의 장기간 노출에 따른 생물학적 반응을 파악하고자 하였다. 장기간(30일) 동안 Cd와 Cu에 노출된 풍년새우에서 생존율이 모든 농도에서 통계적 유의수준으로 급격히 감소하였다 (p<0.05). 특히 상대적으로 고농도의 Cd와 Cu 노출된 개체들이 크게 감소한 것으로 나타났고(p<0.01), Cd 노출의 경우 농도 의존적으로 반응이 나타났다. 풍년새우의 성장률 또한 두 중금속 노출 후 모든 농도에서 감소되는 것을 확인하였다. 풍년새우의 내구란 수로 관찰한 생식율은 Cd와 Cu 노출 후 급격히 감소하는 것을 관찰할 수 있었다. 나아가, 장기적인 중금속 고농도 노출에서 풍년새우의 생식이 심각하게 저해되는 반면에, 풍년새우의 성비에는 영향이 크지 않았다. Cd 노출 후에 풍년새우에서 비대칭적인 telson 형태기형이 관찰되었으나 이러한 기형형태는 대조군에서는 전혀 발견되지 않았다. 결론적으로, 본 연구를 통해 Cd와 Cu의 중금속 장기노출에 의해 풍년새우의 생물학적 반응지표들의 변화를 확인하였다. 장기적인 노출실험 결과, 풍년새우는 중금속 노출에 대해 민감한 지표종일 뿐만 아니라 장기적인 수생태계의 모니터링을 위한 기반 자료로 중요한 가치가 있을 것으로 고려되어졌다.

• 환경영향평가
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• 제26권1호
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• pp.78-92
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• 2017

화력발전소 건설사업의 환경영향평가는 해당 사업으로 인해 주변 해양환경에 미치는 영향을 명확히 파악하고, 환경영향을 최소화함으로써 연안의 지속가능한 발전의 순기능을 담당하는데 있다. 이에 본 연구에서는 화력발전소 건설사업으로 인한 해양환경에 미치는 영향을 정확히 평가하고 이에 근거한 저감방안을 마련하기 위하여 화력발전소에 특화된 환경영향평가 가이드라인(안)을 마련하고자 하였다. 환경부, 산업통상자원부, 화력발전소 공기업 5사 담당자 및 해양물리, 해양동 식물 관련 전문가로 구성된 포럼을 통해 과학적이고 효율적인 해양환경 환경영향평가 가이드라인을 제시하였으며, 최근 7년간(2009년~2015년) 접수된 화력발전소 환경영향평가서 15개를 분석하여 해양환경 항목의 문제점을 도출하고, 환경영향평가서 작성규정, 국내 및 국외 환경조사 가이드라인, 화력발전소 환경영향평가 검토의견 등 광범위한 정보 수집을 시행하였다. 이 내용을 토대로 해양물리, 해양동 식물 관련 환경영향평가 가이드라인(안)을 마련하였다.

• 패션비즈니스
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• 제12권4호
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• pp.28-45
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• 2008

The purpose of this study is to diagnose actual condition of preference of hair-styling, hair-styling techniques, management, grasping a consumer's consciousness, etc with women living in a city. The survey was gotten to a feminine customer who visited the ten of beauty-shops in shopping center. And statistical data about the actual condition of hair-styling preference realities, hair-styling method and style management was entered into the SPSS statistics analysis system. In brief, be as follows by the results of study. There showed significant difference that noted in hair-style information and basis alternative a beauty salon, there were able to know people whose age is from 20's to 40's got mainly an influence of public media very much and from 40's to 50's got mainly an influence of people around them. Basis alternative of a beauty salon showed significant difference to follow age categories. It appeared that introducing from people around them have a effect on the 20's and 30's, and 40's got an influence of convenience of traffic, and 50's got mainly the shortest distance. In an attitude toward a hair style, especially toward hair cut, a case to do hair cut was most a lot of in own selections, and its result was independent of age categories. The reason that wants to give a chance was most a lot of thinking without an age. Preference length of hair cut showed a significant difference according to age. In permanent section, own selections appeared most regardless of age. And in the permanent motive, also, to have a change appeared most regardless of age. And people had a preference natural to role up to setting regardless of age in permanent wave. In hair color section, women whose age is 20's, 30's, 40's had a motive for a change, on the other hand, 50's and their senior had a motive for a gray hair. Women of all over the age almost knew a fashion color, and they had a preference brown color. In a preference way along a hair color kind, there was a significant difference according to age, also. 20's and 30's did mainly 'semi-permanent coating' and 40's and 50's did mainly 'permanent hair color'. In a attitude about a hair-style management, the more age is young, the more a period is long term. And the more age is old, the more the outlay for price of cut is expensive. But, on the contrary, permanent price showed that the more age is young, the more the outlay for price of permanent is expensive. In hair color, the more age is old, the more a period is short and the more price is low.

• 한국산업융합학회 논문집
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• 제21권3호
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• pp.141-147
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• 2018

In a time when product development cycles are getting shorter and shorter, many companies are making efforts to develop products with high reliability in a short period of time, accelerated life test is widely used as a method to quickly evaluate reliability. Accelerated life test reduces the test life or the life of the product from the observed data by shortening the lifetime of the product or abruptly lowering the performance under the worse condition than the actual condition in order to shorten the test cost or the test time. In this paper, BL3640A-06P+RB35, DC12V model, which is used in the support device of an automatic rotation type digital signage, which display various information such as textures and images on a display screen in a public place or a commercial space, BLDC motors were subjected to a constant stress test and at the rotational speed of 1rpm, $180^{\circ}$ rotation and reverse rotation under actual use conditions, the stress was imposed on the rotating speed of 2rpm and the weight of the actual installed product from 22.2kgf to 10kgf were installed. The lifetime of the actual use environment condition is 23,545 hours and the rotation speed is accelerated. The life time of the acceleration condition with the additional weight is 1,380 hours. The acceleration factor is calculated as 17.06, the one year guarantee test day is 235 days to 14 days, of the period from 470 days to 28 days, and the third year from 704 days to 42 days. The test date of the BLDC motor was tested on the shortened test date, and the rotational speed and the current value were measured. It is found that there is no defect even if it operates as the test date corresponding to the specified one year warranty period and the 3 year accelerated life test which is experimented. Using the statistical technique of the regression analysis the expected time for the motor to defect to #4 samples was 20 years.

• 한국콘텐츠학회논문지
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• 제14권8호
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• pp.74-83
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• 2014

본 연구는 해외 무용예술단체 SNS의 전반적이고 구체적인 분석을 위해 실시되었다. 전 세계 6대륙 100개국의 국 공립, 사설, 개인 무용예술단체 총 3,614개 중 SNS를 1개 이상 운영하는 627개의 단체를 연구대상으로 하였다. 해외 무용예술단체의 6대륙 지역별 분석을 무용장르별, 유형별로 분석 하였으며, 무용장르별 분석을 유형별로 분석 하였다. 또한, 6대륙 지역별, 무용장르별, 유형별로 분석 하여 다음과 같은 결론을 얻을 수 있었다. 첫째, 6대륙 지역에 따른 무용장르별 분석결과 북아메리카 대륙이 SNS를 사용하는 단체가 가장 많은 것으로 나타났다. 둘째, 유형에 따른 6대륙 지역별 분석결과 북아메리카 대륙이 트위터와 페이스북을 가장 많이 사용하는 것으로 나타났다. 셋째, 무용장르에 따른 유형별 분석결과 민속무용단체가 페이스북을 가장 많이 사용 하는 것으로 나타났다. 넷째, 유형에 따른 6대륙 지역별, 무용장르별 분석결과 페이스북, 트위터, 유투브 모두 발레단체가 가장 많이 사용하는 것으로 나타났다. 본 연구 결과를 토대로 SNS 디지털 마케팅에 대한 인식제고, 해외 무용예술단체의 SNS 정보제공, 지식정보체계 구축의 준거로 활용하고자 한다.

• Fisheries and Aquatic Sciences
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• 제20권11호
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• pp.30.1-30.10
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• 2017

Small-scale fish farmers in developing countries are faced with challenges owing to their limited information on aquaculture management. Nile tilapia farmers in Teso North Sub-County recorded lower yields than expected in 2009 despite having been provided with required inputs. Water quality was suspected to be the key factor responsible for the low yields. This study sought to assess the effects of earthen pond water physico-chemical parameters on the growth of Nile tilapia in six earthen fish ponds under semi-intensive culture system in Teso North Sub-County. The study was longitudinal in nature with pond water and fish being the units of analysis. Systematic sampling was used to select five ponds while a control pond was purposively selected based on its previously high harvest. Four ponds were fed by surface flow and two by underground water. Each pond was fertilized and stocked with 900 fry of averagely 1.4 g and 4.4 cm. Physico-chemical parameters were measured in-situ using a multi-parameter probe. Sixty fish samples were randomly obtained from each pond fortnightly for four months using a 10 mm mesh size and measured, weighed and returned into the pond. Mean range of physico-chemical parameters were: dissolved oxygen (DO) 4.86-10.53 mg/l, temperature $24-26^{\circ}C$, pH 6.1-8.3, conductivity $35-87{\mu}S/cm$ and ammonia 0.01-0.3 mg/l. Temperature (p = 0.012) and conductivity (p = 0.0001) levels varied significantly between ponds. Overall Specific Growth Rate ranged between 1.8% (0.1692 g/day) and 3.8% (1.9 g/day). Ammonia, DO and pH in the ponds were within the optimal levels for growth of tilapia, while temperature and conductivity were below optimal levels. As temperature and DO increased, growth rate of tilapia increased. However, increase in conductivity, pH and ammonia decreased fish growth rate. Temperature and DO ranging between 27 and $30^{\circ}C$ and 5-23 mg/l, respectively, and SGR of 3.8%/day and above are recommended for higher productivity.