• 제목/요약/키워드: set covering

검색결과 246건 처리시간 0.023초

품질경영 관점에서 머신러닝 연구 패턴 분석 (Analysis of Machine Learning Research Patterns from a Quality Management Perspective)

  • 김예은;송호준;신완선
    • 품질경영학회지
    • /
    • 제52권1호
    • /
    • pp.77-93
    • /
    • 2024
  • Purpose: The purpose of this study is to examine machine learning use cases in manufacturing companies from a digital quality management (DQM) perspective and to analyze and present machine learning research patterns from a quality management perspective. Methods: This study was conducted based on systematic literature review methodology. A comprehensive and systematic review was conducted on manufacturing papers covering the overall quality management process from 2015 to 2022. A total of 3 research questions were established according to the goal of the study, and a total of 5 literature selection criteria were set, based on which approximately 110 research papers were selected. Based on the selected papers, machine learning research patterns according to quality management were analyzed. Results: The results of this study are as follows. Among quality management activities, it can be seen that research on the use of machine learning technology is being most actively conducted in relation to quality defect analysis. It suggests that research on the use of NN-based algorithms is taking place most actively compared to other machine learning methods across quality management activities. Lastly, this study suggests that the unique characteristics of each machine learning algorithm should be considered for efficient and effective quality management in the manufacturing industry. Conclusion: This study is significant in that it presents machine learning research trends from an industrial perspective from a digital quality management perspective and lays the foundation for presenting optimal machine learning algorithms in future quality management activities.

Genome-wide identification of histone lysine methyltransferases and their implications in the epigenetic regulation of eggshell formation-related genes in a trematode parasite Clonorchis sinensis

  • Min-Ji Park;Woon-Mok Sohn;Young-An Bae
    • Parasites, Hosts and Diseases
    • /
    • 제62권1호
    • /
    • pp.98-116
    • /
    • 2024
  • Epigenetic writers including DNA and histone lysine methyltransferases (DNMT and HKMT, respectively) play an initiative role in the differentiation and development of eukaryotic organisms through the spatiotemporal regulation of functional gene expressions. However, the epigenetic mechanisms have long been suspected in helminth parasites lacking the major DNA methyltransferases DNMT1 and DNMT3a/3b. Very little information on the evolutionary status of the epigenetic tools and their role in regulating chromosomal genes is currently available in the parasitic trematodes. We previously suggested the probable role of a DNMT2-like protein (CsDNMT2) as a genuine epigenetic writer in a trematode parasite Clonorchis sinensis. Here, we analyzed the phylogeny of HKMT subfamily members in the liver fluke and other platyhelminth species. The platyhelminth genomes examined conserved genes for the most of SET domain-containing HKMT and Disruptor of Telomeric Silencing 1 subfamilies, while some genes were expanded specifically in certain platyhelminth genomes. Related to the high gene dosages for HKMT activities covering differential but somewhat overlapping substrate specificities, variously methylated histones were recognized throughout the tissues/organs of C. sinensis adults. The temporal expressions of genes involved in eggshell formation were gradually decreased to their lowest levels proportionally to aging, whereas those of some epigenetic tool genes were re-boosted in the later adult stages of the parasite. Furthermore, these expression levels were significantly affected by treatment with DNMT and HKMT inhibitors. Our data strongly suggest that methylated histones are potent epigenetic markers that modulate the spatiotemporal expressions of C. sinensis genes, especially those involved in sexual reproduction.

Set-in Sleeve의 활동성에 대한 실험적 연구 -소매산 높이를 중심으로- (Experiment on the Variety of Movements of the Set-in sleeve -in the Sleeve's Cap height-)

  • 이순홍
    • 대한가정학회지
    • /
    • 제18권2호
    • /
    • pp.1-13
    • /
    • 1980
  • When we design a dress, we should not only consider the esthetic sense and the relationship between movements of the body and the type of dress, but also the combination between the qualities and proper uses of textiles. recently the sale of ready-made clothes has been booming but I wonder whether they have been made in accordance with research concerning body movements and dresses. I would like to make the following observations on dresses, because I have personally suffered the inconvenience of restricted arm movements when wearing ready-made clothes. I have made four types types of foundations with muslin and Jersey, with these foundations I measured the degree of tension or how much the waist-line was drawn up then the arm was moved in increments of 45 degree angles and there by covering the entire span of vertical and horizontal movements. I have intended to experiment with sleeves of differing height in several ways. Concerning the movement factor, I have determined that with excessive activity vertical movements are twice as uncomfortable as horizontal movements. Concerning the faburic, I have found that because jersey has more elastic qualities than muslin, it has proven to be more responsive to body movements. concerning dresses, I have fund that the higher the height of the sleeves, the more uncomfortable it is to move the arms and the greater the degree to which the waist-line is drawn up. As a result this experiment I have made the following observations. Firstly, the vertical movement of the arms to a 180 degree angle has the most extreme influence on the breadth of movement of the waist-line. Secondly, because jersey permits freer body movements than muslin, it should be the preferred material for use in making sportswear. Thirdly, the formula A·H/4+3 of the sleev's cap height is suitable for making street dresses and formal wear. The formula A·H/5 and A·H/6 are properly used when making working clothes and sportswear, and the formula A·H/8 is proper for a sleeping garment and clothes for patients. Fourthly when deciding to any garments, it is important to consider the amount of arm movement anticipated and the relationship between the material and the degree to which the waistline is drawn up. In nder-blouse, when we raise our arms to the most extreme position, we should at that point still have 20∼25 cm of material remaining under the waist-line which includes the maximum of 14.1cm plus part of the blouse and breath of skirt's belt. In the case of the over blouse it is proper for us to have the length of 17∼20 cm remaining below the waist-line.

  • PDF

우리나라 김양식업의 발상과 발달과정 -1. 조선왕조말엽까지의 김양식사- (The origin and development process of laver culture industry in Korea -1. Laver culture history till the end of Chosun dynasty-)

  • 배수환
    • 한국수산과학회지
    • /
    • 제24권3호
    • /
    • pp.153-166
    • /
    • 1991
  • Laver is sea weeds that might have been eaten by Korean people since ancient times. The begining of laver culture is not known exactly, but it appears to be prehistoric age. Some laver culture complexes have been built in southern coastal sea of Korea around 1910. This paper was considered about the origin and development process of Korean laver culture industry by investigating Korean and Asian old books concerned. The results are as follows. 1. According to the Korean old books ralated, the name of laver is classified into 10kinds. Gim and Hae-I were called by Korean. Gim means weeds and Hae-I means the manufactured laver by cutting and drying like paper sheet. Ja-Chae and Hae-Tae are come from Chinese, however they are commonly called by Korean, Japanese and Chinese. Rest six names are come from Chinese botany. 2. As Chinese used laver as medicine for wen, scrofula, fever, vomiting, diarrhoea and. so on, they didn't regard it as foods and took into account an warning by Chinese botany that they could take ill when overeating it. On the other as Korean people have eaten it with pleasure nevertheless the Chinese warning, various foods using laver have been developed. The typical food is rice covering laver sheet. It is also popular to Japanese. 3. Laver culture can be carried out in all coastal seas around Korean peninsula, the best sea area for it is the middle west of south sea. 4. Seopkkoji type is a laver culture method that when branches of tree are put in tidal flat laver sporules are attached and gronm on them. It was begun by Hae-Jak Kun(a group of fishery slaves) on Kwang-Yang bay the most suitable for. laver growth at the beginning of King $Sung-long(1469{\~}1481)$. It is assumed that when Hae-Jak Kun set Oe-Jeon(a sort of fixing fishing gear) to catch tributary fish for king, they could find grown laver attached on Oe-Jeon and invent Seopkkoji type for exclusive laver culture. That was carried out 200 fears earlier than in Japan. Dde-Bal type is more advanced and productive laver culture method with thinly spilt bamboo tied like screen(one end fixed on bottom and other end set free in water), It is assumed that Dde-Bal type was begun in Wan-Do county in King Chull-Jong(1830). All laver culture methods developed were transfered to Japan.

  • PDF

소규모 대지의 조경 개선방안에 관한 연구 - 서울시를 사례로 - (Improving on Planting in Small Scale Development - The Case of Seoul -)

  • 조용현
    • 한국조경학회지
    • /
    • 제37권5호
    • /
    • pp.31-41
    • /
    • 2009
  • 우리나라 건축법에 따르면, $200m^2$ 이상의 대지 위에 건축행위를 하기 위해서는 반드시 일정면적비율 이상의 식재를 실시해야 한다. 대규모 개발에서는 이 법규가 잘 지켜지나, 소규모 개발에서는 잘 지켜지지 않고 있기 때문에 소규모 개발에 대해서는 특별한 관심이 기울여져야 한다. 따라서 이 연구의 목적은 대지의 조경에 대한 국내외 사례를 분석하고 서울시에서 소규모 대지에 대한 조경관리 실태분석을 통해 소규모 대지의 조경 설치 및 사후관리에 대한 합리적인 개선 방안을 마련하는 것이다. 이 연구에서는 2002년도에 서울시 성북구와 강남구를 대상으로 조사된 조경 실태자료를 사용하였고, 추가 현장조사와 담당공무원 및 건물소유주에 대한 설문조사를 수행하였으며, 그 분석결과를 토대로 건축단계별로 개선방안을 도출하였다. 결과를 요약하면 다음과 같다. 첫째, 건축설계 상위계획 단계에서는 조경기준의 강화, 지구단위계획에서의 지침 제공, 인센티브 제도의 도입 등을 제안하였다. 둘째, 건축설계단계에서는 설계지침 및 사례집 제작 보급, 합벽개발 허용, 연면적 2,000m2 이상 건축물 건축에서 조경기사의 직접참여 또는 협력 의무화 법조항 신설 등을 제시하였다. 셋째, 건축허가 및 준공, 사후관리단계와 관련하여 조경에 대한 허가서류 검토에 녹지직 공무원 참여 보장, 현장 검사 및 확인 업무에 조경전문가가 참여할 수 있도록 관련규정의 개정 등을 제시하였고, 사후관리에 조경전문기술자가 대행 또는 참여할 수 있도록 허용하는 관련 규정 개정 필요성 등을 제시하였으며, 시정명령 미이행 또는 위법건축물에 대한 관리감독 강화의 필요성을 제기하였다.

AKARI FAR-INFRARED ALL-SKY SURVEY MAPS

  • Doi, Yasuo;Komugi, Shinya;Kawada, Mitsunobu;Takita, Satoshi;Arimatsu, Ko;Ikeda, Norio;Kato, Daisuke;Kitamura, Yoshimi;Nakagawa, Takao;Ootsubo, Takafumi;Morishima, Takahiro;Hattori, Makoto;Tanaka, Masahiro;White, Glenn J.;Etxaluze, Mireya;Shibai, Hiroshi
    • 천문학논총
    • /
    • 제27권4호
    • /
    • pp.111-116
    • /
    • 2012
  • Far-infrared observations provide crucial data for the investigation and characterisation of the properties of dusty material in the Interstellar Medium (ISM), since most of its energy is emitted between ~ 100 and $200{\mu}m$. We present the first all-sky image from a sensitive all-sky survey using the Japanese AKARI satellite, in the wavelength range $50-180{\mu}m$. Covering > 99% of the sky in four photometric bands with four filters centred at $65{\mu}m$, $90{\mu}m$, $140{\mu}m$, and $160{\mu}m$ wavelengths, this achieved spatial resolutions from 1 to 2 arcmin and a detection limit of < 10 MJy $sr^{-1}$, with absolute and relative photometric accuracies of < 20%. All-sky images of the Galactic dust continuum emission enable astronomers to map the large-scale distribution of the diffuse ISM cirrus, to study its thermal dust temperature, emissivity and column density, and to measure the interaction of the Galactic radiation field and embedded objects with the surrounding ISM. In addition to the point source population of stars, protostars, star-forming regions, and galaxies, the high Galactic latitude sky is shown to be covered with a diffuse filamentary-web of dusty emission that traces the potential sites of high latitude star formation. We show that the temperature of dust particles in thermal equilibrium with the ambient interstellar radiation field can be estimated by using $90{\mu}m$, $140{\mu}m$, and $160{\mu}m$ data. The FIR AKARI full-sky maps provide a rich new data set within which astronomers can investigate the distribution of interstellar matter throughout our Galaxy, and beyond.

헤어살롱 서비스스케이프 차별화 성공사례 ("Servicescape" Differentiation in a Hair Salon)

  • 이상현;박철주
    • 유통과학연구
    • /
    • 제13권9호
    • /
    • pp.71-79
    • /
    • 2015
  • Purpose - The purpose of this paper is to find out the effect of changes in the differentiated "servicescape" on the business performance in the hair salon industry using a case study. For this, we selected hair salon M located in Suwon. The shop is innovatively different from existing shops in terms of spatial layout and functionality. We conducted in-depth research, beginning with the launch of the shop concept through investment and ongoing stable sales. Research design, data, and methodology - The M hair salon is a start up shop providing a differentiated servicescape (physical environment where the service takes place) located in Suwon, Yeongtong-gu. We conducted research to investigate how spatial layout and functionality of the servicescape impact customers' perceived quality. The interview period and case analysis was May 2014 through March 2015, covering 11 months. To conduct the case analysis, we analyzed the spatial layout and functionality of existing shops and interviewed customers and experts about the difference between hair salon M and existing shops. Results - Our results found clues to the positive effect of spatial layout and functionality among servicescape factors on perceived service quality at the salon. The shop showed a fast payback of the principal investment, growth potential in contrast to competitors near the salon, and 45 percent returning customers. The problem with the spatial layout at existing shops was that customers were aware of the way other people were looking at them, since viewing angles overlapped, therefore there was a limitation to the relationship intensity with an exclusive hair designer. In contrast, the layout of the stands at the M salon kept the number of dressing stands limited to maximize the customer's emotional response. Additionally, because of the new layout of dressing stands hiding other customer voices and appearance in the salon, customers perceived their service space as independent. Therefore, they did not have to focus on their personal emotional response, which was one of the advantages of the new layout. Conclusions - This study conducted case study analysis by offering a new perspective focusing on spatial layout, previously not considered as an independent variable of quality evaluations and customer satisfaction in existing literature on hair salon management. Therefore, this study contributes to the field by offering an opportunity to discover the causal relationships between the overlooked physical environment and a customer's perceived quality. However, a process objectifying the results of the study through empirical analysis and hypotheses is needed to overcome the limitations of the case study approach and generalize the results. Moreover, it would be beneficial to conduct further empirical study of the relationship between the spatial layout provided in the case and a customer's emotional response and change in mood. In addition, an analysis is needed regarding how customers feel about the factors using the Kano Model. These suggestions would be considered in further study.

Distribution of High Risk Human Papillomavirus Types in Western Kazakhstan - Retrospective Analysis of PCR Data

  • Bekmukhambetov, YZ;Balmagambetova, SK;Jarkenov, TA;Nurtayeva, SM;Mukashev, TZ;Koyshybaev, AK
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제17권5호
    • /
    • pp.2667-2672
    • /
    • 2016
  • Background: Virtually all cases of cervical cancer are caused by persistent infections with a restricted set of human papillomaviruses (HPV). Cancer of the cervix is the third or even the second most common cancer in women worldwide, more than 85% of the cases occurring in developing countries, such as China and India, including the Republic of Kazakhstan. The purpose was to determine the HPV type distribution to evaluate efficacy of vaccination and adjust cancer prevention strategy in Western Kazakhstan in the future. Materials and Methods: A retrospective analysis was conducted of data obtained from PCR laboratories in 4 regional centers for the time period covering 12 months, 2013-2014, using AmpliSens$^{(R)}$ Real-Time PCR kits for HPV testing of 12 genotypes (16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, and 59). Results: A total of 1,661 persons were HPV tested within 2013-14, but a proprotion examined for 16 and 18 genotypes only (563) was not been included for statistic analysis of distribution and ratio of the most common genotypes. Males accounted for only a small number (N=90 in total). Conclusions: Total number of the HPV-positive appeared to be 26.0%, or 286 of N=1098. Types distribution was as follows: type 16 (10.7%), 39 (5.83%), 51 (5.27%), 31 (4.85%), 56 (4.58%), 18 (3.61%), 59 (2.64%), 58 (2.22%), 35 (1.94%), 33 (1.25%). Overall the HPV infection was highest in 16-29 years old (62.4%) and decreased with age. Total prevalence of the HR-HPVs amongst male population was 21.4% with top five types 16, 18, 39, 51, 31. Trends forcorrelations between Aktau site and type 33 (Cramer's V 0.2029), between Caucasian ethnicity and type 33 (Cramer's V .1716), and between European ethnicities in Uralsk and type 45 (Cramer's V .1752) were found. Of N 563 tested separately for 16 or 18 types, 13.6% were positive. As a whole, the distribution of 16/18 types had a ratio of 3.53:1. Given the vaccine-targeted type 16 is widely spread amongst this regional population, HPV immunization program of adolescent girls 10-13 years should be implemented appropriately.

설계시공일괄발주(턴키) 설계에서 LCC를 활용한 경제성 분석 실태: 조경분야를 중심으로 (Status of Economics Analysis Using LCC in Turn-Key Project : Focus on Landscape Architecture)

  • 윤용한;김정호
    • 환경정책연구
    • /
    • 제10권4호
    • /
    • pp.39-59
    • /
    • 2011
  • 최근 5년간 시행된 턴키사업 중 공동주택단지 10개소를 선정하여 공종별 LCC 기법 적용실태를 분석하고 이 중 조경분야의 적용 및 문제점을 파악하여 개선방안을 제시하고자 하였다. 연구대상지 10개소의 총 LCC 분석건수는 총 151건이었고, 공종별 평균 적용비율 순위는 건축(34.4%)>전기(21.2%)>기계(18.5%)>토목(13.2%)>조경(12.6%) 등의 순으로 조경분야가 가장 낮았다. LCC 절감액 비율은 기계(32.1%)>건축(23.9%)>전기(23.4%)>토목(17.5%)>조경(3.1%)의 순이었으며 조경분야는 LCC 분석건수가 비슷한 토목분야보다 약 5~6배 정도가 낮은 절감액을 보이고 있었다. 조경분야의 LCC 분석항목은 총 19건이었으며, 이 중 포장재 15건, 건물녹화 1건, 잔디식재 1건, 식재기반 1건, 시설물 1건 등이었다. 조경분야 LCC 분석의 활성화를 추진하기 위해서는 첫째, 조경분야 공사비 비율을 고려한 분석항목의 설정, 둘째, 조경분야의 법적 규정 및 확대 적용, 셋째, 조경분야에 적합한 VE/LCC 기준 마련 등이 필요하다.

  • PDF

사과에 있어서 자가불화합 제어제 처리 효과 (Effect of Self-incompatibility Control Substances on the Quality and Fruiting of Apple)

  • 손태권;정일경
    • 한국작물학회지
    • /
    • 제51권spc1호
    • /
    • pp.264-268
    • /
    • 2006
  • 사과 재배시 대두되고 있는 수정 불량 및 안정된 수정을 통한 품질 향상을 위한 방안을 모색하고자 자가불화합성 제어제(상품명 : 애플플러스)를 이용한 SSR 유전 분석을 통한 자가수정 향상 정도 및 촉진 효과, 품질 특성에 미치는 영향을 검토하였다. 1. 후지 품종에 있어서 중심화 결실율은 자연방임시 무처리의 경우 2004년 0.5%, 2005년 3.0%인데 비하여 자가불화합성 제어제 처리의 경우 2004년 17.2%, 2005년 44.4%로 높게 나타났다. 2. 망을 씌워 자가불화합성 제어제를 처리한 실험구에서도 무처리구에서는 2004년 0.4%, 2005년 0.7%, 처리구에서는 2004년 3.3%, 2005년 5.2%의 결실율을 보여 처리구가 $7.4{\sim}8.3$배정도 결실율이 높게 나타났다. 3. 망을 씌워 자가불화합성 제어제 처리한 실험구와 무처리구를 비교하면 L/D, 경도에서는 유의성이 인정되지 않았으며, 종자수에서는 무처리구 0.9개, IS-1 처리구 1.2개, IS-2 처리구 1.2개, IS-3 처리구 1.5개, IS-4 처리구 0.7개로 나타나 약제 종류에 따라 효과가 다르게 나타났다. 4. SSR 유전자 분석에 의한 후지 품종 종자의 자가수분 정도는 무처리구에서 0%, IS-1 처리구 100%, IS-2 처리구 73%, IS-3 처리구 88%, IS-4 처리구 62%로 나타나 IS-1의 약제가 가장 높게 나타났다.