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RBM-based distributed representation of language (RBM을 이용한 언어의 분산 표상화)

  • You, Heejo;Nam, Kichun;Nam, Hosung
    • Korean Journal of Cognitive Science
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    • v.28 no.2
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    • pp.111-131
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    • 2017
  • The connectionist model is one approach to studying language processing from a computational perspective. And building a representation in the connectionist model study is just as important as making the structure of the model in that it determines the level of learning and performance of the model. The connectionist model has been constructed in two different ways: localist representation and distributed representation. However, the localist representation used in the previous studies had limitations in that the unit of the output layer having a rare target activation value is inactivated, and the past distributed representation has the limitation of difficulty in confirming the result by the opacity of the displayed information. This has been a limitation of the overall connection model study. In this paper, we present a new method to induce distributed representation with local representation using abstraction of information, which is a feature of restricted Boltzmann machine, with respect to the limitation of such representation of the past. As a result, our proposed method effectively solves the problem of conventional representation by using the method of information compression and inverse transformation of distributed representation into local representation.

A Literature Review of Application of Sifeng Point (EX-UE 10) in Children (소아에서 사봉혈(四縫穴) 활용에 대한 문헌 조사)

  • Lee, Boram;Shin, Hye Jin;Lee, Jihong;Chang, Gyu Tae
    • The Journal of Pediatrics of Korean Medicine
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    • v.32 no.3
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    • pp.72-89
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    • 2018
  • Objectives The objective of this study is to investigate the application of Sifeng point (EX-UE 10) in children and to make suggestions for domestic research and clinical application by reviewing relevant randomized controlled trials. Methods Eight electronic databases including English, Chinese, Korean databases were comprehensively searched for randomized controlled trials evaluating the effects of Sifeng point in children up to May 2, 2018. We extracted the year of publication, country, target diseases or symptoms, location of Sifeng, acupuncture method; such as acupuncture tool and depth of insertion, and frequency, number, and duration of the treatment. Results Fifty studies were included for analysis. All the included studies were conducted in China, and studies were published from 1962 to 2017. The most frequent target symptom was anorexia (46%). In addition, Sifeng point was used for digestive diseases or symptoms such as diarrhea, constipation, and mesenteric lymphadenitis, as well as respiratory diseases or symptoms such as cough, cold, acute bronchiolitis, recurrent respiratory tract infections, bronchopneumonia, and asthmatic bronchitis. Also, allergic diseases such as chronic urticaria, and other variety of symptoms such as malnutrition, fever, and iron-deficiency anemia were treated with the Sifeng point. The location of Sifeng points was inconsistent, and the most common location of the Sifeng point was the midpoint of transverse creases of the proximal interphalangeal joints of the index, middle, ring and little fingers (84.2%). The most commonly used acupuncture tool was three-edged needle (40.9%). All included studies have the method of squeezing out blood or mucus from the Sifeng points. The treatment was mostly conducted once per week (35.4%), mostly repeated for 4 times (32.6%). The most common treatment duration was 4 weeks (18.6%). Conclusions We could identify acupuncture method and various indications for the Sifeng points treatment. Based on this study, there is a need for the clinical application and related researches on the Sifeng points in children in Korea. In addition, the treatment location of Sifeng point should be standardized.

Foreign Customers' Attitudes Towards Overseas Korean Restaurants - Focusing on Korean Restaurant Experiences and Cross-national Differences - (해외 한식당 마케팅 커뮤니케이션 매체 및 한식당 이용에 대한 태도 분석 - 한식당 이용 경험 및 국가별 차이를 중심으로 -)

  • Ahn, Jee-Ahe;Yang, Il-Sun;Shin, Seo-Young;Lee, Hae-Young;Chung, Yoo-Sun
    • Journal of the Korean Society of Food Culture
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    • v.27 no.6
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    • pp.666-676
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    • 2012
  • The purpose of this study was to propose effective marketing communication strategies for overseas Korean restaurants through a multilateral comparison analysis of American, Chinese, and Japanese consumers' attitudes towards communication media and Korean restaurants. The survey was written in English, Chinese, and Japanese, with guideline for surveyors, and conducted using both online and offline methods. Samples were collected from five major cities - Los Angeles, New York, Tokyo, Beijing and Shanghai, which are the foothold for the globalization of Korean food. When it comes to attitudes towards communication media, word-of-mouth showed a high mean value, indicating it as the most useful and reliable media recognized by consumers who visited Korean restaurants. Furthermore, the necessity of recognizing the importance of visual communication in the physical environment of Korean restaurants and specialized websites, featuring restaurants and gourmet food, was observed. Consumers in all three nations chose word-of-mouth as the most useful and reliable media for learning about Korean restaurants. In addition, American consumers highly depended on signage and restaurant exteriors. Chinese consumers highly recognized the usefulness and reliability of offline media, such as newspapers, magazines, and events, while Japanese consumers considered online media, such as gourmet websites, blogs and social networks, as useful and reliable sources. A significantly positive attitude and high value was observed in all who had visited Korean restaurants. American and Japanese consumers had a significantly higher rate of intention to visit Korean restaurants in the future and to tell others about their satisfaction with Korean restaurants. Meanwhile, the average rate of prior preference for Korean restaurants (when choosing restaurants) was the lowest in all three countries. This study is useful for both the Korean government and food enterprises abroad to plan and develop marketing communication strategies properly for overseas Korean restaurants.

Study of the Developmental History on Hospice·Palliative Care and Need for Korean Medicine (호스피스·완화의료 발전사와 한의학 참여의 필요성)

  • Yoon, Hae-chang;Son, Chang-gue;Lee, Nam-heon;Cho, Jung-hyo
    • The Journal of Internal Korean Medicine
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    • v.39 no.4
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    • pp.662-675
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    • 2018
  • Objective: The aim of this study was to establish the developmental history of hospice palliative care (HPC) with Korean medicine (KM). Methods: We compared the developmental history of HPC in Korea with that of Britain, the United States, Taiwan, Japan, and China. The articles in English or Korean published until Feb. 2017 were searched using 'Hospice' or 'Palliative care' with the name of each nation in the PubMed, MEDLINE, ScienceDirect, and CINAHL (Cumulative Index to Nursing and Allied Health Literature) databases for foreign articles and OASIS (Oriental Medicine Advanced Searching Integrated System) for domestic articles. Books and gray literature were searched on the same databases and websites of the Ministry of Health and Welfare and related organizations in each country. Results: Modern palliative care began with the hospice movement led by Dr. Cicely Saunders. HPC in Korea started earlier than in other countries but it took considerable time for social consensus, so Korean policies have only been published recently. In this process, KM was excluded from HPC. For this reason, western medicine in Korea does not fully accept the spirit of HPC, the government does not take an aggressive stance with KM, and the institutes of KM do not have any interest in HPC. The World Health Organization recommends the establishment of policies and programs connected with a country's own health care system. In 2015, the Korean government made the third comprehensive plan for the development of KM. It included critical pathway guidelines about cancer-related fatigue and anorexia. More effort is required to set up HPC than other care types because Korea has two medical systems. Conclusions: Each nation has been trying to improve systems of HPC. We need to overcome the problems and bring out the best by making our own model of HPC with KM.

A Study on Development of Questionaire for Use in Epidmiologic Survey on Respiratory Illness in Korea (호흡기계(系) 질환의 역학적(疫學的) 조사방법 게발에 관한 연구(II) -한국(韓國) 실정에 맞는 설문조사서 개발-)

  • Ahn, Yoon-Ok;Kim, Keun-Youl;Kwon, E-Hyock
    • Journal of Preventive Medicine and Public Health
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    • v.15 no.1
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    • pp.57-73
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    • 1982
  • Questionaires on symptoms of respiratory disease have been used in Korea to elicit the probable health effects of air pollution in epidemiologic studies: The objectives of such studies often include comparing prevalence of symptoms of respiratory system between different population groups or between the same population groups, at different times. Unfortunately, little attention has, been paid to standardization of those questionaires, whether those are Korean. versions or not. Furthermore, no attempt to develop Korean ,questionaire on respiratory symptoms and relevant information has been made. Followed by 'a comparative study on responses to Korean version questionaires(English origin) of CMI, MRC, and ATS-DLD-78' two types of questionaires on respiratory symptoms and relevant information for Korean adult, which are short form (SUN-81-AS) and long forms (optional questions are added to the short one, SUN-81-AL), have been designed suitable to Korean background by authors (see Annex). The self-administered and closed-question questionaire were tested their validity and reliability by administration to l80 normal adults (medical and nursing students) and 60 clinical patients of Seoul National University Hospital, with spirometric exam. The results obtained and conclusions drawn are as follow: 1. It took less than 10 minutes to complete the questionaire SNU-81-AS and SNU-81-AL. 2. The test-retest reliability of each questions in AS and AL ,were observed as 92.7% and 92.1%, respectively. And all of the level of agreement are statistically significant with kappa statistic. 3. In addition to higher prevalence rate of symptoms in patients group compared, with, normal. group, the correlations between FEV 1.0/FVC predictive value(%) and number of symptoms were statistically significant inpatients group (See Fig. 1 and, Table 7). 4. The answer rate to optional questions in AL form among those who are not to do was about 10%, while the no-answer rate among who are to do was about 15% in Normal (medical and nursing students) group. 5. From the viewpoints of validity and reliability, the new Korean questionaire (SNU-81-AS and AL) developed by authors are to be recommendable to use in epidemiologic studies on respiratory illness in Korea. The self-administration, however, of optional questions in AL form may not assure the quality of data gathered.

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문헌정보학과 WWW홈페이지의 필요성과 준비에 관한 연구- 한국과 북미주 지역 대학을 중심으로 -

  • 박일종
    • Journal of Korean Library and Information Science Society
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    • v.24
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    • pp.413-448
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    • 1996
  • Nowadays, the World Wide Web (WWW) has become an important resource of timely information for the information-related people such as information scientists, librarians, and students in Library and Information Sciences area. They are information professionals who navigate the information on the internet. Also, they need to be information providers who build a WWW homepage. This paper is a study of the necessity, preparation, and building WWW Homepage files for school of Library and Information Sciences in the age of competition among disciplines. It is particularly focused on the colleges and universities in Republic of Korea (ROK) and North America area. The purpose of this study is to provide various kinds of reference information to prepare a homepage in the future as utilizing information on the internet effectively. Even though a Web page was necessary for a school of Library and Information Sciences to show news, and introduce the purpose of the disciplines and the curriculum of the school, and the professors of a class etc., it was not well-prepared yet in ROK. However, a web page was used well enough and prosperous in North America area (Canada, the United States, and Puerto Rico) comparatively. Those web pages were analyzed and studied to prepare for a good designing of homepages for school of Library and Information Sciences in Korea and for the age of competition among disciplines in this paper. Suggestions for designing a good homepage and guidelines for preparing a best one were studied after both reviewing literature and utilizing experiences by the author who currently serves in the School of Library and Information Sciences in Keimyung University and builds homepage for the school. As a result, the major suggestions are ; premiered, and they are as follows: (1) English version of a homepage is necessary, (2) Provide a multimedia presentation about the nature of a school (3) Incorporate a place to let people make suggestions on the contents (of a homepage), (4) Bear in mind that potential users must be familiar with abbreviations you used, (5) Absolutely do not use abbreviations that may make the content more difficult to understand, (6) Add a feature on the every single page that will take the user back to the main page, (7) Use clear, short and well-structured sentences and remember to divide text into paragraphs, (8) Date with a creation or modification date in the homepage to indicate the updated date, (9) Being a multimedia environment, use colors effectively (the guidelines were also suggested), and (10) Put colleges' name into the title of bookmarks to find out them easily.

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Prospects of Fundamental Conditions in Primary Education along with Population Structure Change in the Future (장기 인구전망을 통한 초등학교의 교육환경에 관한 연구)

  • Kim, Min-Kew;Lee, Sea-Baick
    • Journal of the Korean Society of School Health
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    • v.12 no.1
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    • pp.97-107
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    • 1999
  • The purpose of the study was to ascertain the trends of future circumstances in primary education along with population change. These trends, which are subject to change in population and structure, have a great impact on the size and characteristics of primary school-aged children. Accordingly, it is imperative for the government to plan for future conditions involving primary education. The major findings of the study were as follows: 1. In the long-term primary school children aged 6-11, which accounted for 17.7% of the total population in 1970, will decline to 8.6% by the year 2000, 6.9% in 2020 and 6.4% in 2030. This drastic reduction in fertility rate is a direct result of pressure by the government to control population. 2. In 1996, the total number of classes in primary schools rose to 106,594. In the future, these numbers will actually decline. By 2003 the total number of classes will peak at 142,605, but until then drop off to 112,288 by 2030-a decrease of over 6,000. 3. The actual number of primary schools in 1997 totaled 5,721. This figure will reach its highest peak, 5,942, in 2003, but it is expected decrease later after declining by 1,263, it will bottom out at 4,679 in 2003. 4. The number of teachers at primary schools increased from 101,095 in 1970, 119, 064 in 1980, 136,800 in 1990 to 138,369 in 1995. Accordingly this means that the ratio of students to teaching staff changed for the better. By the year 2005, if teachers of specialty subjects (music, art, English, physical education) are assigned to every primary school with over 18 classrooms and the number of students per class is 30, it should improve educational surroundings. This is because it is expected that the population of primary school children will continue to grow until 2003 and then decrease. Thus, there is a need to maintain the number of primary school teachers between the years 2003 and 2030 so that the ratio of students to teachers will be reduced to 1/20.25. In considering factors related to migration which influence conditions of education, it is evident that changes have already begun. In the suburbs of Seoul, population shifts are causing overcrowding in classrooms. The government believes it would be inefficient to invest in education because fluctuating migration figures make it impossible. Accordingly, we have to be concerned about stabilizing the population throughout the entire country.

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Behavioral Variant Frontotemporal Dementia Phenocopy Syndrome (행동증상 아형 전측두엽 치매 표현형모사 증후군)

  • Cheon, Jin Sook
    • Korean Journal of Psychosomatic Medicine
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    • v.25 no.1
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    • pp.3-11
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    • 2017
  • Objectives : The aim of this study was to draw attention toward so called 'behavioral variant frontotemporal dementia(bvFTD) phenocopy syndrome', which is difficult to discriminate with the primary psychiatric disorders, showing poor response to conventional therapeutic drugs, leading to higher risk to misdiagnoses and legal problems. Furthermore, the author insisted that our interest and study on them must be continued. Methods : English articles published during 2000 thru 2016 had been searched by internet with the combination of words such as 'frontotemporal', 'phenocopy' and 'behavioral', and reviewed. Besides, two clinical vignettes were described. Results : Precise diagnosis is important because patients' behavioral symptoms can influence on their families and community. However, disease-modifying treatment for bvFTD are not developed until now, and recent therapeutic drugs are only good for specific symptoms, while deterioration progresses in spite of proper psychiatric management. The possible bvFTD patients are not progressed into probable bvFTD clinically, showing no decline of cogntive and social function, no decrease of activity function, longer survival time, and normal neuroimaging for several years. Conclusions : Rather than expected, there are much more patients having clinical symptoms, course and diagnostic findings including neuroimaging, which are atypical to classical frontotemporal dementia and primary psychiatric disorders. If our knowledge and discriminating ability is improved, discovery rate of that cases will be increased. However, the identity of these atypical features are not clarified until now, it must be further actively investigated.

Music for Pediatric Patients in Medical Settings: A Systematic Review of Randomized Controlled Trials (소아환자를 위한 음악: 무작위 임상연구의 체계적인 문헌고찰)

  • Lee, Jin Hyung
    • Journal of Music and Human Behavior
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    • v.10 no.2
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    • pp.1-33
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    • 2013
  • The aim of this study was to systematically review the latest clinical trials in music medicine and medical music therapy for pediatric patients. Thirteen databases were searched to obtain randomized controlled/crossover design studies published between the year 2000 and 2012 in English language. Out of 1012 articles retrieved in the initial search, fifteen studies were identified based on an exclusion criteria. Overall, selected articles involved children 1 month to 18 years, sample size of 11 to 150, and total participants of 987. Studies were classified and compared as music medicine or music therapy studies through a systematic synthesis assessing general characteristics, methodological quality, measured outcomes, types of interventions and the study results. Seven music medicine and eight music therapy studies measured seven dependent variables using thirty-six different measurement tools with a large heterogeneity in the selection, type, and method of music interventions. Evaluation of the methodological quality revealed that many studies did not provide a full report of the research method, and did not meet some or most methodological standards, such as randomization, allocation concealment, double or partial blinding, and intention to treat analysis. Although overall research results were positive if not significant, poor methodological quality and heterogeneity in design and intervention strategies raise the question of research bias and trustworthiness issues. The systematic review concluded that music may have a valuable clinical effect in addressing the physical and psychosocial needs of hospitalized children, although more rigorous, homogeneous and replicable studies are greatly needed.

A Study of Kwon Kisoo's Paintings : focused on The 'Four Gracious Plants' and 'Dongguri'

  • Adjah, John;Hong, Mi-Hee
    • Cartoon and Animation Studies
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    • s.40
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    • pp.497-519
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    • 2015
  • Kwon Kisoo is one of the most promising artist in Korea. His paintings portray a lot of metaphors and philosophies in oriental art. As an artist, he adapts both oriental and contemporary ideas to make his paintings. His main motifs are Plum blossoms, Chrysanthemum, Orchid and Bamboos. These plants are known as 'Sa-gonja' in Korean but translated as the 'Four Gracious plants' or the 'Four Gentle Plants in english'. These noble plants represent the four seasons. They grow in different weather conditions. In oriental art, these plants are considered very important for their qualities. These qualities are important attributes for gentlemen in literati painting. The drawing of the 'Four Gracious Plants' in Kwon Kisoo's paintings is simplified. He uses lines, shapes and colour to create contours of the motifs. In his paintings, there is another icon he calls 'Dongguri'. Dongguri is the main character in Kwon Kisoo's paintings. It was developed in 2002 by fast brush strokes. Dongguri is an admired character because it looks like very cute in Kwon Kisoo's paintings. Dongguri is always seen living in the midst of the 'Four Gracious Plants'. The 'Four Gracious Plants' with other landscape features like rocks and mountains are places 'Dongguri' lives. Dongguri is also often found performing a lot of actions like climbing, running, sitting etc. All these actions depict metaphors which have been unraveled in this study.