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Unstructured Data Processing Using Keyword-Based Topic-Oriented Analysis (키워드 기반 주제중심 분석을 이용한 비정형데이터 처리)

  • Ko, Myung-Sook
    • KIPS Transactions on Software and Data Engineering
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    • v.6 no.11
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    • pp.521-526
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    • 2017
  • Data format of Big data is diverse and vast, and its generation speed is very fast, requiring new management and analysis methods, not traditional data processing methods. Textual mining techniques can be used to extract useful information from unstructured text written in human language in online documents on social networks. Identifying trends in the message of politics, economy, and culture left behind in social media is a factor in understanding what topics they are interested in. In this study, text mining was performed on online news related to a given keyword using topic - oriented analysis technique. We use Latent Dirichiet Allocation (LDA) to extract information from web documents and analyze which subjects are interested in a given keyword, and which topics are related to which core values are related.

Quantitative approach to analyze searching efficiencies varying degrees of imbalance in a binary search tree (수량적 접근 방법에 의한 이진 검색 트리 불균형도에 따른 검색 성능 비교 분석)

  • 김숙영
    • Journal of the Korea Computer Industry Society
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    • v.3 no.2
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    • pp.235-242
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    • 2002
  • To minimize restructuring cost of a tree, experiments were conducted to collect quantitative information of searching efficiencies varying degrees of imbalance in a binary search tree. Degrees of tree imbalance were measured by a balance factor, an absolute value of height difference of left subtree and right subtree in a binary search tree. The average number of comparisons increased (p<0.01), and searching efficiency of O(n) was more appropriate rather than O(logn), as degrees of imbalance in a binary search tree deteriorated. However, there were no significant differences of searching efficiencies in height balanced trees and trees with subtrees to have height 3 less than the other (p>0.05). Therefore, the findings would be applicable to maintain searching efficiency of a software with a binary search tree.

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The Necessity of Skilled Nursing Facilities for Stroke patients (뇌졸중 환자를 위한 전문요양시설의 필요성)

  • Kim Byung-Jo;Koo Bong-Oh;Kim Chung-Sun;Bae Sung-Soo
    • The Journal of Korean Physical Therapy
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    • v.14 no.4
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    • pp.75-86
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    • 2002
  • The patients with a central nervous impediment and a sequela caused by a Stroke are continuously increasing, and the burden of family and society for Stroke patients are also increasing. Since Stroke patients are required to receive a long time medical treatment and care. It adds a economical burden as well as a mental and physical burden of patient's family. In addition, it is a primary factor which deepens the disparity of medical resources in social aspect. But the social concern for these patients are very insufficient and are entirely left to the patient's family The mediation of Skilled Nursing Facility for Stroke patients enable to receive more special and proper medical treatment and recuperation service in the middle of time when they return to home from hospital. It also contributes to the settlement of the charge of patient's family and the serious disparity of medical resources. Therefore, this study will summon the social understanding of the necessity of Skilled Nursing Facilities through the above debate.

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A Case Report: Surgical Treatment of Pachydermodactyly (지피비대증 환자의 수술적 치료 1예)

  • Rhee, Se Whan;Ahn, Hee Chang;Hwang, Weon Jung;Oh, Jung Keun;Lee, Chang Woo
    • Archives of Plastic Surgery
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    • v.33 no.1
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    • pp.124-126
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    • 2006
  • Pachydermodactyly is a rare distinct form of fibromatosis characterized by acquired, asymptomatic dense fibrosis and fibroblastic proliferation around one or more proximal interphalangeal joints. Intralesional triamcinolone injection may be helpful in improving the clinical appearance. A 20-year-old unemployed female patient gave a four years history of progressive swelling of the fingers affecting predominantly the proximal interphalangeal joints of index fingers of left hand and index, middle fingers of right hand. There was no pain and tenderness. Physical examination, complete blood count, antinuclear antibody, rheumatoid factor were unremarkable and radiograph of both hands showed soft tissue swelling only without bony abnormality. We excised the redundant soft tissue from the both sides of proximal interphalangeal joint with longitudinal elliptical fashion. After operation, the fingers of the patient showed marked improvement cosmetically. There were no motor or sensory changes. Pachydermodactyly was first reported in 1996 in Korea. Histologic features include an increased dermal accumulation of collagen and occasionally an increased number of fibroblast. We report for one patient with pachydermodactyly treated with longitudinal elliptical excision and obtained an improvement of clinical appearance.

Influence of the Speeds on the Curve Squeal Noise of Railway Vehicles (철도차량의 곡선부 스킬 소음에 대한 속도의 영향)

  • Lee, Chan-Woo;Kim, Jae-Chul
    • Journal of the Korean Society for Precision Engineering
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    • v.28 no.5
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    • pp.572-577
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    • 2011
  • Curve squealing of inter-city railway vehicle is a noise with high acoustic pressure and rather narrow frequency spectra. This noise turns out to be very annoying for the people living in the neighborhood of locations and the passenger in railway vehicle where this phenomenon occurs. Squealing is caused by a self-exited stick-slip oscillation in the wheel-rail contact. Curve squeal noise of railway vehicles that passed by a factor of the speed limit, so to overcome in order to improve running performance is one of the largest technology. In the present paper, characteristic of squeal noise behavior at the Hanvit-200 tilting train test-site. Curve squealing of railway wheels/rail contact occurs in R400~ R800 curves with a frequency range of about 4~11 kHz. If the curve is less than the radius of wheel frail contact due to |left-right| noise level difference (dBA) shows a significant effect of squeal noise were more likely.

Development of Traffic Accident Models at Rural Signalized Intersections by Day and Night (지방부 신호교차로 주·야간 교통사고 예측모형 개발 및 비교 분석)

  • Lee, Geunhee;Jung, Sang Woon;Park, Minho;Lee, Dongmin;Roh, Jeonghyun
    • International Journal of Highway Engineering
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    • v.17 no.3
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    • pp.107-115
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    • 2015
  • PURPOSES : The purposes of this study are to compare the day and night characteristics and to develop the models of traffic accidents. in Rural Signalized Intersections METHODS : To develop day and night traffic accident models using the Negative Binomial Model, which was constructed for 156 signalized intersections of rural areas, through field investigations and casualty data from the National Police Agency. RESULTS : Among a total of 17 variances, the daytime traffic accident estimate models identified a total of 9 influence factors of traffic accidents. In the case of nighttime traffic accident models, 11 influence factors of traffic accidents were identified. CONCLUSIONS : By comparing the two models, it was determined that the number of main roads was an independent factor for daytime accidents. For nighttime accidents, several factors were independently involved, including the number of entrances to sub-roads, whether left turn lanes existed in major roads, the distances of pedestrian crossings to main roads and sub-roads, lighting facilities, and others. It was apparent that if the same situation arises, the probability of an accident occurring at night is higher than during the day because the speed of travel through intersections in rural areas is somewhat higher at night than during the day.

clinical analysis of childhood empyema (소아 농흉의 임상적 고찰)

  • 김범식
    • Journal of Chest Surgery
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    • v.19 no.3
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    • pp.385-390
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    • 1986
  • Empyema is a severe infection encountered in the pediatrics. With advance of the antibiotics and chemotherapeutics, there was a marked decrease in number of empyema. Empyema complicated by staphylococcal pneumonia in infant and children has been distressing problem, and the management of this complication has been discussed repeatedly in the past. In Korea, tuberculous empyema is also troublesome. If empyema is localized within thick capsule, tube thoracostomy and closed drainage alone is unacceptable, and early open thoracotomy to eliminate the empyema has proved good result. A clinical analysis of 39 patients with thoracic empyema was done. They were managed surgical intervention at Dept. of Thoracic & Cardiovascular Surgery at Kyung-Hee University Hospital from Jan. 1974 to December, 1984. 1. Age and sex distribution, infancy 9, early childhood 11. late childhood 9, puberty 10. The male to female ratio was 21:18. 2. The highest seasonal incidence was winter [21 cases]. 3. Cardinal symptoms were cough [76%], fever and chill [66%], and dyspnea [40%]. 4. The location of the empyema was right in 27 cases [69%] and 12 cases in left side. 5. The most frequent lesion to predisposing factor was pneumonia [67%]. 6. The commonest organism was Staphylococcus aureus in 15 [38%] cases, and Mycobacterium tuberculosis in 10 cases [26%]. 7. The surgical treatment was performed in all patients. The surgical procedure was closed tube thoracostomy in 25 cases [64%], decortication in 7 cases [18%], pulmonary resection in 4 cases [10%], and decortication with curettage in 2 cases. 8. One patient died from sepsis complicated by lymphoma and in one patient bronchopleural fistula was developed postoperatively.

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An Anthropometric Study on the Korean Adult Head for the Development of 3D Craniofacial Shape (한국 성인의 3차원 두형개발을 위한 머리치수 연구)

  • Kim Hyesoo;Kim Jin Sook;Yi Kyong-Hwa;Park Sejin
    • Journal of the Korean Home Economics Association
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    • v.43 no.6 s.208
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    • pp.13-25
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    • 2005
  • The purpose of this study was to analyse craniofacial shape by 3D scanner for Korean adult head shape by age group. The heads of 836 adults were measured by 3D scanner, and the 25 obtained measurements were analyzed by statifical methods. The results can be summarized as follows. 1. From the basic statistical data analysis, the vertex-tagion and the length between the pupils were the longest in the subjects in their twenties, and decreased in elderly groups. 2. According to the analysis of the craniofacial proportion, the typical adult Korea head type was short-headed. 3. Statistically noticeable differences were found in the ectocanthion- opistcranion by the measurement of the left and the right sides of face in the age groups of the 20s, 30s, 40s, and 50s. 4. The order of factor analysis was as follows: the horizontal length, the perpendicular length and the width from the highest in the age group of the 20s, 30s, 40s, and 50s.

Transient Global Aphasia with Hemiparesis Following Cerebral Angiography : Relationship to Blood Brain Barrier Disruption

  • Kim, Dong-Ha;Choi, Chang-Hwa;Lee, Jung-Hwan;Lee, Jae-Il
    • Journal of Korean Neurosurgical Society
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    • v.48 no.6
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    • pp.524-527
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    • 2010
  • Temporary disruption of the blood-brain barrier (BBB) after cerebral angiography is presumably caused by nonionic radiographic contrast medium (CM). We hereby report a case of 58-year-old woman who developed decreased mentality, global aphasia and aggravated right hemiparesis after cerebral angiography. Brain CT examination demonstrated gyriform enhancement throughout the left cerebral cortex and thalamus. MR diffusion did not reveal acute infarction. MR angiography did not show any stenosis, spasm or occlusion at the major cerebral vessels. Follow-up CT scan after 1 day did not show any gyriform enhancement. Worsened neurologic signs and symptoms were improved completely after 7 days. In the present study, disruption of the BBB with contrast medium after angiography seems to be the causative factor of transient neurologic deterioration.

Effect of Drag Stages Surface Roughness on the Compression Ratio of a TMDP

  • Bianco, Alessandra Dal;Bonmassar, Luca
    • Applied Science and Convergence Technology
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    • v.25 no.6
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    • pp.120-123
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    • 2016
  • The rotor of a turbomolecular drag pump is generally made of an aluminum alloy. Its surface finish is affected by various processes that the rotor itself undergoes during the manufacturing phase. The impact of different surface finishes on the pumping performances of a turbomolecular pump has been mainly investigated by Sawada et al [1]. The present work aims to broaden the previous bibliographic study to the drag stages of a turbomolecular pump by testing the impact of different surface finishes on the compression ratio of the pump. Experimental tests have been made focusing on two processes: the corundum sandblasting and the glass microspheres shot-peening. Both the processes flatten and/or physically remove EDM melted spheres; in particular, blasted surfaces obtained by glass shot-peening are generally smoother than surfaces obtained by corundum sandblasting. In order to characterize the surface texture left by such processes, preliminary surface roughness measurements have been made on the drag rotor disks of several pumps. The experimental tests conducted on both sandblasted and shot-peened rotors confirms previous results obtained on the turbo stages by Sawada et al. [1], showing that the average roughness of the surface has an impact on the compression ratio of the pump; in particular, an increment in the surface roughness causes a corresponding increment in the compression ratio of the pump and vice versa. For the tested pumps, the higher surface roughness gives a factor of increment of about 2 on the measured hydrogen maximum compression ratio of the pump.