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Recommending Core and Connecting Keywords of Research Area Using Social Network and Data Mining Techniques (소셜 네트워크와 데이터 마이닝 기법을 활용한 학문 분야 중심 및 융합 키워드 추천 서비스)

  • Cho, In-Dong;Kim, Nam-Gyu
    • Journal of Intelligence and Information Systems
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    • v.17 no.1
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    • pp.127-138
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    • 2011
  • The core service of most research portal sites is providing relevant research papers to various researchers that match their research interests. This kind of service may only be effective and easy to use when a user can provide correct and concrete information about a paper such as the title, authors, and keywords. However, unfortunately, most users of this service are not acquainted with concrete bibliographic information. It implies that most users inevitably experience repeated trial and error attempts of keyword-based search. Especially, retrieving a relevant research paper is more difficult when a user is novice in the research domain and does not know appropriate keywords. In this case, a user should perform iterative searches as follows : i) perform an initial search with an arbitrary keyword, ii) acquire related keywords from the retrieved papers, and iii) perform another search again with the acquired keywords. This usage pattern implies that the level of service quality and user satisfaction of a portal site are strongly affected by the level of keyword management and searching mechanism. To overcome this kind of inefficiency, some leading research portal sites adopt the association rule mining-based keyword recommendation service that is similar to the product recommendation of online shopping malls. However, keyword recommendation only based on association analysis has limitation that it can show only a simple and direct relationship between two keywords. In other words, the association analysis itself is unable to present the complex relationships among many keywords in some adjacent research areas. To overcome this limitation, we propose the hybrid approach for establishing association network among keywords used in research papers. The keyword association network can be established by the following phases : i) a set of keywords specified in a certain paper are regarded as co-purchased items, ii) perform association analysis for the keywords and extract frequent patterns of keywords that satisfy predefined thresholds of confidence, support, and lift, and iii) schematize the frequent keyword patterns as a network to show the core keywords of each research area and connecting keywords among two or more research areas. To estimate the practical application of our approach, we performed a simple experiment with 600 keywords. The keywords are extracted from 131 research papers published in five prominent Korean journals in 2009. In the experiment, we used the SAS Enterprise Miner for association analysis and the R software for social network analysis. As the final outcome, we presented a network diagram and a cluster dendrogram for the keyword association network. We summarized the results in Section 4 of this paper. The main contribution of our proposed approach can be found in the following aspects : i) the keyword network can provide an initial roadmap of a research area to researchers who are novice in the domain, ii) a researcher can grasp the distribution of many keywords neighboring to a certain keyword, and iii) researchers can get some idea for converging different research areas by observing connecting keywords in the keyword association network. Further studies should include the following. First, the current version of our approach does not implement a standard meta-dictionary. For practical use, homonyms, synonyms, and multilingual problems should be resolved with a standard meta-dictionary. Additionally, more clear guidelines for clustering research areas and defining core and connecting keywords should be provided. Finally, intensive experiments not only on Korean research papers but also on international papers should be performed in further studies.

Postoperative Radiotherapy for Parotid Gland Malignancy (귀밑샘 악성 종양의 수술 후 방사선 치료)

  • Eom Keun-Yong;Wu Hong-Gyun;Kim Jae-Sung;Park Charn Il;Kim In-Ah;Kim Kwang Hyun;Lee Chae Seo
    • Radiation Oncology Journal
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    • v.23 no.3
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    • pp.131-136
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    • 2005
  • Purpose: The aim of this study was to evaluate the clinical results of postoperative radiotherapy for parotid gland malignancy, and determine prognostic factors for locoregional control and survival. Materials and Methods: Between 1980 and 2002, 130 patients with parotid malignancy were registered In the database of the Department of Radiation Oncology, Seoul National University Hospital. The subjects of this analysis were the 72 of these 130 patients who underwent postoperative Irradiation, There were 42 males and 30 females, with a median age of 46.5 years. The most common histological type was a mucoepidermoid carcinoma. There were 6, 23, 23 and 20 patients in Stages I, II, III and IV, respectively. The median dose to the tumor bed was 60 Gy, with a median fraction size of 1.8 Gy. Results: The overall 5 and 10 year survival rates were 85 and $76\%$, respectively, The five-year locoregional control rate was $85\%$, which reached a plateau phase after 6 years. Sex and histological type were found to be statistically significant for overall survival from a multivariate analysis. No other factors, Including age, facial nerve palsy and stage, were related to overall survival. For locoregional control, nodal involvement and positive resection margin were associated with poor local control. Histological type, tumor size, perineural invasion and type of surgery were not significant for locoregional control. Conclusion: A high survival rate of parotid gland malignancies, with surgery and postoperative radiotherapy, was confirmed. Sex and histological type were significant prognostic factors for overall survival. Nodal Involvement and a positive resection margin were associated with poor locoregional control.

Anti-aging Effect of Inula britannica var. chinensis Flower Extract According to the Extraction Temperature (추출 온도에 따른 금불초 꽃 추출물의 항노화 효능)

  • Jeon, Ji Min;Yoo, Dae Sung;Cheon, Jong Woo;Kwon, Soon Sik;Jeon, So Ha;Park, Soo Nam
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.40 no.1
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    • pp.109-120
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    • 2014
  • In this study, the extracts of Inula britannica var. chinensis (I. britannica) flower were extracted at three different temperatures (room temperature, $45^{\circ}C$, and $65^{\circ}C$) and their anti-aging effects were studied. Before investigating anti-aging effects of the extracts, their cytotoxicity was tested on B16F10, Hs683, and HaCaT cells. All extracts showed no cytotoxicity at the concentration less than 0.1% (v/v). Melanin synthesis inhibitory activities in B16F10 cells and reverse transcriptase polymerase chain reaction (RT-PCR) in Hs683 and HaCaT cells were used to see their anti-aging effects. The room temperature extract at 0.1% showed 24.5% melanin synthesis inhibition, which was better than the $45^{\circ}C$ and $65^{\circ}C$ extracts. In addition, expression rates of the room temperature extract at 0.1% on HAS-1, HAS-2, and HAS-3 related to hyaluronan synthase genes were 123.3%, 137.8%, 133.2%, respectively. which were higher than reference material of L-ascorbic acid. Expression rates of the $45^{\circ}C$ extract at 0.1% on TNF-${\alpha}$, COX-2, and IL-$1{\alpha}$, which are inflammatory related genes, was suppressed to 30.3%, 12.8%, 25.7%, respectively. It was better in anti-in flammatory effect than the room temperature and $65^{\circ}C$ extracts. As results, we showed that I. britannica var. chinensis flower extarcts decreased melanin production and expression of inflammatory related genes and increased the expression rate of hyaluronan synthase genes. Thus, it is believed that the extracts affect anti-aging effects of skin through whitening, moisturizing, and anti-inflammatory processes and could be applicable to cosmetics as a functional cosmetic ingredient.

The Evaluation on Reuse Period of Patient's Clothes and Sheet After Radioiodine Therapy (방사성 요오드 치료환자의 환의 및 시트에 대한 재사용주기 평가)

  • Kim, Yeong Seon;Seo, Myung Deok;Lee, Wan Kyu;Kim, Ki Joon;Song, Jae Beom
    • The Korean Journal of Nuclear Medicine Technology
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    • v.16 no.2
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    • pp.12-17
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    • 2012
  • Purpose : The patient's clothes and sheet after radioiodine therapy must be disposed of by related regulation. That must be disposed of as radioactive wastes, but that is reusing after radioactivity decay by keeping for the certain period of time. In general, The minimum storage period calculate by standard of take radioactive substance out of radiation controlled area based on measured surface contamination level. But the measurements of surface contamination level are able to differ by measurement method. In this paper, I wish to calculate the minimum storage period of patient's clothes and sheet after radioiodine therapy by measure nuclide concentration offered by the regulation on self-disposal of radioactive wastes. Materials and Methods : The whole area of patient's clothes and sheet measured 31 patients(male:9 patients, female:22 patients), who had radioiodine therapy(3.7 GBq:13 patients, 5.55 GBq:16 patients, 7.4 GBq:2 patients) from july 2011 to march 2012. The minimum storage period is calculated by the regulation on self-disposal of radioactive waste(100 Bq/g) and standard of take radioactive substance out of radiation controlled area(4 kBq/m2) Results : The minimum storage period of pillow sheet, upper uniform, lower uniform by standard of take radioactive substance out of radiation controlled area were each 4.6 days, 63days, 78 days. The minimum storage period of pillow sheet, upper uniform, lower uniform by the regulation on self-disposal of radioactive waste were each 18.1 days, 43 days, 62 days. Conclusion : We can verify that patient's clothes and sheet after radioiodine therapy exists a great deal of radioactive contamination. The minimum storage period calculation of patient's clothes and sheet is better suited to applying nuclide concentration offered by the regulation on self-disposal of radioactive waste. I recommend, To keep for at least 2 months of the patient's clothes and sheet contaminated radioactivity, for prevent contamination and unnecessary radiation exposure.

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Studies on the Epidemiology and Control of Bacterial Leaf Blight of Rice in Korea (한국에 있어서의 벼흰빛잎마름병의 발생생태와 방제에 관한 연구)

  • Lee Kyung-hee
    • Korean journal of applied entomology
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    • v.14 no.3 s.24
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    • pp.111-131
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    • 1975
  • The study has been carried out to investigate the occurrence, damage, characteristics of the pathogen, environmental conditions affecting the disease outbreak, varietal resistance, forecasting, and chemical control of bacterial leaf blight of rice in Korea since 1964. Bacterial leaf blight of rice became a major disease in Korea since 1960. A correlation was found between the annual increase of epidemics and increase of cultivation area of susceptible varieties, Jinheung, Keumnampung etc. Areal damage within the country showed that the more was at southern province, Jeonnam, Gyeongnam and western coast, and at flooded rice paddy. Yield reduction directly related with the amount of infection on upper leaves at heading stage. Fifty per cent of reduction resulted when the lesion area was more than 60 per cent. Less than 20 per cent of lesion area, however, was not affected so much on yield loss One hundred and six isolates collected from all over the country were classified as 8 strains by using 4 different bacteriophages in 1973. It was, however, only two in 1965. There were some specificities on varietal distributions among the strains such as that the Jinheung attacked mainly by strain A, B, C and I, those attack Kimmaze were A, B, H and I. Most strains were found from Tongil except D and E, whereas Akibare was only variety that attacked by strain E. Low temperature, high humidity, heavy rainfall and insutficient daylight favored the disease epidemics. Especially, typhoon and flooding at heading stage were critical factors. The earlier transplanting the more disease was resulted, and more nitrogen fertilizer application accerelated the diseased development in general. The resistance to the disease varied by growing stage of the sane plants. All of recommended varieties in Korea were susceptible to the disease except Norm No. 6 and Sirogane which moderately resistant. The pathogen, Xanthomonas oryzae, was detectable from extract of healthy seedlings that were grown in the field with an heavy infection previous year. The more bacteriophage in irigation water resulted the more disease outbreak, and the existence of more than 50 bacteriophages in 1ml. of irrigation water were necessary to initiate the disease out break. The curves representing occurrence of bacteriophages and disease outbreak were similar with 15 days interval. The survey of bacteriophage occurrence can be utilized in forecasting of the disease two weeks ahead of disease outbreak. Three applications of chemicals, Phenazin and Sangkel, in weekly intervals at the early satage of out-break depressed the symptom development, and increased yield by 20per cent. Proper period for the chemical application was just before the number of bacteriophage reaches 50 in 1ml. of irrigation water.

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Traditional Music Reflected in the Shaman Documentary Films - Focusing of and - (무당 다큐멘터리 영화에 투사된 전통음악 - <사이에서>와 <땡큐 마스터 킴>을 중심으로 -)

  • Lee, Yong-Shik
    • (The) Research of the performance art and culture
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    • no.34
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    • pp.111-131
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    • 2017
  • Korean Shamanism has long been regarded as the peripheral cult or supersition by the majoriy of the society. This fact is a result by the influence of the mass media, especially the motion pictures, which intentionally reflected the negative images of the Shamanism. The documentary films, which stress the objectivity and the reality, rather disclose the neutral position toward the Shamanism. In fact, the directors of the documentary films who have more or less close relationship with the Shamanism have tried to exhibit the mental world and the traditionality of the Shamanism. In this paper, I will explore the value of Shamanism reflected in the documentary films. I focus of two films; directed by the Korean and directed by a foreigner. In this way, I can compare the attitudes of the two directors toward the Korean Shamanism. The director of confessed that he was attracted by the aspect of a musical underlied in the shaman ritual. However, the film does not show the artistic beauty of the shaman music because the director failed to understand the essential aspect of the shaman ritual, that is, the music. In this way, the director failed to show the distinct characteristics of the shamanism to the audience. The director of , a music herself, was focused on the music of the shamanism. The story flows to the adventure to seek a "master" with a long journey to enjoy diverse genres of Korean performing arts. This story resembles the epic shaman song, the Princess Bari. In this way, the audience can easily grasp the beauty of Korean culture. Music is said to be a universal language and, at the same time, a non-universal language which reflects a special trait of a cultural community. The Korean shaman ritual music is a non-universal language that is an accumulation of the Korean culture for a long time. The Korean director fails to exhibit the essential characteristics of the Shamanism since he does not have enough knowledge toward the shaman ritual music in . However, the foreign director, who is a music herself, successively disclose the underlying beauty of Korean shaman ritual music and Korean traditional culture in .

ITS Sequence Variations in Populations of Ilex cornuta (Aquifoliaceae) (호랑가시나무(Ilex cornuta) 개체군의 ITS 염기서열 변이 분석)

  • Son, Sung-won;Kim, Joo-Hwan;Kim, Yong-Shik;Park, Seon-Joo
    • Korean Journal of Plant Taxonomy
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    • v.37 no.2
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    • pp.131-141
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    • 2007
  • Genetic variation of Ilex cornuta Lindley et Paxton was examined by sequence analyses of ITS for 65 individuals from Korea and China. The length of ITS 1 ranged from 253 to 259 bp. The 5.8S was 159 bp and ITS2 was observed to be 231 bp. A total of 8 different ITS types (Single Nucleotide Polymorphism haplotypes), which showed the difference of 1 - 6 bp, were detected from 65 individuals. The sequence polymorphisms of ITS appeared at 9 different sites. All of four individuals collected at Daejeong-eup in Jeju-do exhibited different types, but all individuals from Naju-si and Muan-gun in Jeollanam-do were identical. The variation of ITS was higher in Jeju-do population than in inland population. Since I. cornuta contains various types of ITS sequences, ITS analyses will provide important information on genetic diversity and conservation of this species.

Anthropometry of Nose in Korean Twenties (20대 한국인 코의 계측치)

  • Bae, Tae Hui;Yu, Young Il;Kim, Woo Seob;Kim, Han Koo
    • Archives of Craniofacial Surgery
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    • v.10 no.2
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    • pp.61-66
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    • 2009
  • Purpose: The aim of this study is to establish anatomical dimension of the nose and nostril shape in Korean twenties. Methods: Authors measured anthropometry of nose in Korean youths 1,000 individuals (male 363, female 637) and analyzed stastically them. Results: The mean measurements are as follows. 1. The shape of nostrils was classified into 7 types by the angle between both long axis of nostril (male / female). Type I ($<40^{\circ}$)1.7% / 1.72%, Type II ($41-70^{\circ}$) 26.17% / 29.35%, Type III ($71-100^{\circ}$) 39.94% / 38.77%, Type IV (unclassified) 3.85% / 5.80%, Type V ($101-130^{\circ}$) 20.93% / 17.89%, Type VI ($131-180^{\circ}$) 7.43% / 5.96%, Type VII ($>180^{\circ}$) 0% / 0.47% 2. Lengths (male/female) Width of nasal root: $25.29{\pm}2.25mm/24.72{\pm}2.40mm$ Width of nose: $37.63{\pm}2.46mm/34.77{\pm}2.11mm$ Width of columella: $7.18{\pm}0.92mm/6.92{\pm}0.86mm$ Width of alar: $4.99{\pm}1.00mm/4.74{\pm}0.91mm$ Width of nostril floor: $10.98{\pm}1.40mm/10.13{\pm}1.73mm$ Protrusion of nasal tip: $17.12{\pm}1.95mm/16.88{\pm}1.84mm$ Length of alar: $27.10{\pm}2.21mm/24.66{\pm}2.18mm$ Length of nasal root: $17.37{\pm}2.51mm/16.08{\pm}2.90mm$ Depth of nasal root: $7.83{\pm}1.63mm/6.82{\pm}1.36mm$ Length of columella: $8.13{\pm}1.40mm/7.30{\pm}1.46mm$ Height of nose: $60.50{\pm}8.90mm/59.14{\pm}9.22mm$ Height of nasal bridge: $52.68{\pm}7.49mm/50.57{\pm}7.71mm$ 3. Angles Nasofacial angle: $30.19{\pm}3.43^{\circ}/29.13{\pm}6.31^{\circ}$ Nasofrontal angle: $134.88{\pm}7.25^{\circ}/139.94{\pm}6.33^{\circ}$ Nasolabial angle: $95.08{\pm}8.95^{\circ}/95.80{\pm}8.93^{\circ}$ 4. Nasal index: $72.60{\pm}9.57%/68.21{\pm}7.03%$ Nasal tip protrusion-nasal height index: $45.64{\pm}5.21%/47.09{\pm}5.21%$ Nasal tip protrusion-nasal width index: $32.61{\pm}6.83%/31.63{\pm}6.71%$ Conclusion: These data could be useful reference for anthropometry of nose in Korean twenties.

Effect of SERVICE-LEARNING related to Geriatric Oral Health according to Dental Hygiene Education (치위생 전공교육과 연계한 노인구강보건관련 봉사학습(SERVICE-LEARNING)의 효과 연구)

  • Yoon, Young-Suk
    • Journal of dental hygiene science
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    • v.8 no.2
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    • pp.43-49
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    • 2008
  • The purpose of this study was to examine the effect of SERVICE-LEARNING related to geriatric oral health according to dental hygiene education. The result of this study were summarized as follows: 1. Self-efficacy and altruism & social responsibility was higher in post SERVICE-LEARNING than in pre SERVICE-LEARNING(p < 0.05). 2. Comparing pre-score of self-efficacy and altruism & social responsibility in terms numbers of grade and service frequency, they showed statistically significant (p < 0.05). 3. Comparing the service frequency and satisfaction score after SERVICE-LEARNING, they showed statistically significant (p < 0.05). 4. Comparing service satisfaction score in terms numbers of grade and service frequency, they showed statistically significant (p < 0.05). 5. Comparing the service frequency and curriculum subject evaluation after SERVICE-LEARNING, they showed statistically significant (p < 0.05). 6. Comparing the curriculum subject evaluation score in terms numbers of grade and service frequency, they showed statistically significant (p < 0.05). 7. Result of post test(1 & 3grade, 2 & 3grade) for score difference of self-efficacy, altruism & social responsibility, service satisfaction, curriculum subject evaluation showed statistically significant(p < 0.05).

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A Clinical Study on the Formation of Ohaeng-Acupuncture (오행침법(五行鍼法)의 정립(定立)과정에 대한 사적(史的)연구)

  • Shin, Dong-hoon;Kim, Jae-hong;Cho, Myung-rae
    • Journal of Acupuncture Research
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    • v.19 no.4
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    • pp.124-131
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    • 2002
  • Objective : The purpose of this study is to research for the formation of Ohaeng-acupuncture. Methods : I refered to ${\ll}$Classic on Difficulty${\gg}$ (難經), ${\ll}$Ling Shu${\gg}$ (靈樞), ${\ll}$Zhen Jiu Ju Ying${\gg}$ (針灸聚英), ${\ll}$Yi Xue Ru Men${\gg}$ (醫學入門) and annotations were excerpted and record that notied the Ohaeng-acupuncture. Results : The results obtained as follows. 1. ${\ll}$Ling Shu${\gg}$ "Sheng Ze Xie Zhi, Xu Ze Bu Zhi"(盛則瀉之, 虛則補之) united with "Ying Sui Bu Xie"(迎隨補瀉), developed the principle of "Qu Xue" in ${\ll}$Classic on Difficulty${\gg}$. 2. ${\ll}$Classic on Difficulty${\gg}$ explained the interdependent relations, interrestraining relations, the relations of subjugation and reverse restriction in illness condition between the five viscera according to the theory of generation, restriction, subjugation and reverse restriction in five elements. ${\ll}$Classic on Difficulty${\gg}$ united five shu points (五兪穴) with five elements. 3. Zi jing Bu xie according to Xiang Sheng theory is develped from ${\ll}$Classic on Difficulty${\gg}$ "Xu Ze Bu Qu Mu, Shi Ze Xie Qi Zi"(虛則補其母 實則瀉其子) to ${\ll}$Classic on Difficulty${\gg}$ , ${\ll}$Zhen Jiu Ju Ying${\gg}$. 4. Ta jing Bu xie according to Xiang Sheng theory is develped from ${\ll}$Tu Zhu Nan Jing${\gg}$ to ${\ll}$Yi Xue Ru Men${\gg}$. 5. The principle of treatment according to Zi-Ta jing Bu xie based Xiang Ke is develped from ${\ll}$The seventy fifth Difficulty Classic on Difficulty${\gg}$ to Sa Am Do In(舍岩道人).

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