• 제목/요약/키워드: Scraping

검색결과 127건 처리시간 0.029초

Mash-up 기술을 이용한 4D Wall-Map 구성체계 (A Study on the 4D Traffic Condition Board based on a Mash-up Technology)

  • 김주환;양승묵;남두희
    • 한국ITS학회 논문지
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    • 제8권3호
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    • pp.27-33
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    • 2009
  • 기존의 교통상황판운영에 사용하는 지도는 2D를 기본으로 하는 전자지도를 중심으로 표준노드링크의 속성을 반영하는 형태이다. 2D형태의 교통전자지도는 그래픽형식에 운영자에게 실시간으로 교통상황을 직관적으로 판단하는데 도움을 제공하였으나 2D형식이라는 한계가 존재할 수밖에 없었다. 점차적으로 IT기술의 고도화, 하드웨어, 통신기술의 발달 등으로 과거에 다룰수 없었던 대용량데이터처리가 원활해지고, 다양한 도로이용자의 고급화된 교통수요에 대응하기 위해서는 점차적으로 교통관리자나 운영자들이 교통정보관련 장비들이나 운영시나리오에 대해 다각적으로 분석을 할 수 있는 방안이 강구되어야 한다. 기존의 교통상황판은 점, 선, 면 형식의 2D전자지도를 기반으로 그 위에 교통소통상황 등의 부가정보를 표현하였으나, 본 연구에서는 구글어스의 API를 활용하도록 한다. 구글어스는 고해상도의 위성사진과 이를 이용한 3D화면을 표출서비스를 제공하며, 이를 기반으로 교통소통정보, 버스노선 및 정류장 제보, 3D 객체 표현 등의 콘텐츠와 야후 POI(야후 거기)를 Mash-Up하여 보다 현실적인 교통상황정보를 제공하고자 한다.

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편평족에 대한 관절가동술과 자가신장이 요부의 신장성, 요통과 하지 체중부하 차이에 대한 비교 연구 (The Comparison Study of Ankle Joint Mobilization and Elongation on the Difference of Weight-bearing Load, Low Back Pain and Flexibility in Flat-foots Subjects)

  • 박성두;유달영
    • 대한정형도수물리치료학회지
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    • 제23권2호
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    • pp.9-16
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    • 2017
  • Background: The purpose of this study was to investigate the relationship between the spine and the flat-foot, the stability and the alignment of the posture of the neck to prevent the alignment of the ankle joint operation and the lower back flexibility of the lumbar region according to the type of treatment using active stretching of the triceps, back pain, and to see how they affect weight bearing differences. Methods: The subjects of this study were 24 chronic low back pain patients. They were randomly divided into experimental group and control group. In the experimental group, ankle joint mobilization and active scraping of triceps were performed three times a week for a total of 6 weeks. The control group was performed in the same way without articulation. The range of flexion and extension motion of the lumbar spine and pain degree and difference of weight-bearing were measured before and after the experiment. Results: The model of ankle joint mobilization and calf muscle elongation of flat foot significantly improved the range of flexion and extension motion of the vertebrae (p<.05) and the VAS and distribution of weight-bearing were decreased in both of two groups (p<.05). In other words, the exercise and mobilization help to recover of the balance of the whole musculoskeletal, the vertebrae. Conclusions: The active exercise of the triceps muscle of the lower leg in this study It affects the flexibility of the lumbar spine, the pain and the difference in the weight support of the lower extremities, when we performed ankle joint mobilization for exercise and cramping, pain and the difference in weight support between the two lower limbs.

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의학교육에서 기계학습방법 교육: 석면 언론 프레임 연구사례를 중심으로 (Machine Learning Method in Medical Education: Focusing on Research Case of Press Frame on Asbestos)

  • 김준혁;허소윤;강신익;김건일;강동묵
    • 의학교육논단
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    • 제19권3호
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    • pp.158-168
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    • 2017
  • There is a more urgent call for educational methods of machine learning in medical education, and therefore, new approaches of teaching and researching machine learning in medicine are needed. This paper presents a case using machine learning through text analysis. Topic modeling of news articles with the keyword 'asbestos' were examined. Two hypotheses were tested using this method, and the process of machine learning of texts is illustrated through this example. Using an automated text analysis method, all the news articles published from January 1, 1990 to November 15, 2016 in South Korea which included 'asbestos' in the title and the body were collected by web scraping. Differences in topics were analyzed by structured topic modelling (STM) and compared by press companies and periods. More articles were found in liberal media outlets. Differences were found in the number and types of topics in the articles according to the partisanship and period. STM showed that the conservative press views asbestos as a personal problem, while the progressive press views asbestos as a social problem. A divergence in the perspective for emphasizing the issues of asbestos between the conservative press and progressive press was also found. Social perspective influences the main topics of news stories. Thus, the patients' uneasiness and pain are not presented by both sources of media. In addition, topics differ between news media sources based on partisanship, and therefore cause divergence in readers' framing. The method of text analysis and its strengths and weaknesses are explained, and an application for the teaching and researching of machine learning in medical education using the methodology of text analysis is considered. An educational method of machine learning in medical education is urgent for future generations.

급성편도선염에서 편도상피세포의 세균부착성에 관한 연구 (Study on attachment of bacteria to tonsillar epithelial cell during acute tonsillitis)

  • 이흥만;정형목;최충식;이우섭;이상학;황순재
    • 대한기관식도과학회:학술대회논문집
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    • 대한기관식도과학회 1993년도 제27차 학술대회 초록집
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    • pp.98-98
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    • 1993
  • 편도선의 염증반응은 세균이 편도상피세포에 부착되는 것으로부터 시작되며 부착된 세균은 증식하여 집락을 형성한 후 독소를 분비하여 점막 장벽을 뚫고 조직에 손상을 일으킨다. 저자들은 급성편도선염의 병태를 이해하기 위하여 생체내에서 급성편도선염 환자군과 정상인에서 상피세포의 세균부착성에 대한 차이를 알아보고자 본 실험을 시행하였다. 급욍편도선염 환자군 20례와 정상인 대조군 20례를 대상으로 편도선부위를 면봉으로 문지른후 세포혼합물을 Acridine orange로 염색하여 형광현미경하에서 관찰하였다. 50개의 편도상피세포에서 부착된 세균수를 계산하였다. 또한 동시에 근배양을 시행하였다. 급성편도선염군은 대조군보다 상피세포에서 10% 이상 부착된 세균수가 많았으며 (p<0.05), 상피세포에 부착된 세균수는 연령과 유의한 상관관계를 보여주었다.

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Optimisation of Rolling Stock Wheelset Life through Better Understanding of Wheel Tyre Degradation

  • Vermeij, I.;Bontekoe, T.;Liefting, G.;Peen, J.
    • International Journal of Railway
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    • 제1권3호
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    • pp.83-88
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    • 2008
  • Since the 1990's the fleet of the Dutch Railways showed a dramatic decrease in wheel tyre life. This lifetime reduction led to an unacceptable increase in life cycle costs. Therefore Lloyd's Register Rail has proposed to NedTrain to investigate the possibilities of improving the wheel tyre life. Three improvements were determined as most promising and relatively easy to achieve: - Profile optimisation for Rolling Contact Fatigue (RCF) reduction - a new wheel profile has been developed with a better resistance against rolling contact fatigue of the wheel tread. The profile has been implemented on single deck intercity trains and shows an increase in wheel tyre life of 30%. - Selection of improved wheel tyre materials - combining information from literature and experiences of manufacturers five alternative wheel tyre materials have been selected and are now being tested in practice. - Optimisation of the maintenance strategy - an alternative, preventative maintenance regime has been developed. With this Scraping regime, during short term maintenance every wheel is reprofiled. Higher mileages are reached and savings on life cycle costs up to 50% and more have been achieved. Unplanned maintenance goes down with $30{\sim}60%$. The results from field tests, using a reference group for comparison, and preliminary results after implementation show that the increase in wheel tyre life that is achieved with this project is significant. The results will continue to be monitored using the asset management tool 'Wheel Watch', that was specially developed for this project and is also described in this paper.

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개의 호산구성 폐침윤증 일례 (A Case of Pulmonary Infiltration with Eosinophils (PIE) in a Dog)

  • 손성목;강지훈;한상철;나기정;장동우;모인필;양만표
    • 한국임상수의학회지
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    • 제20권4호
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    • pp.496-500
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    • 2003
  • A one-year-old male Japanese Chin with anorexia, retching, dyspnea and continuous coughing was brought to the Veterinary Teaching Hospital, Chungbuk National University. Chest radiographs showed moderate regional alveolar pattern with mild interstitial patterns in the caudo-dorsal lung fields and the ill-defined mass in the perihilar area which is consistent with perihilar lymphadenopathy. Although the dog showed severe eosinophilia in the complete blood count, the serum profile values were within normal ranges. There was no indication of any parasite infestation in the direct and floatation examination of feces, skin scraping test and heartworm examination. There was no growth of bacteria and fungi in the selected media such as Mueller Hinton broth, Sabouraud Dextrose agar and Potato Dextorse agar, which were inoculated with tracheal fluid collected using endotracheal tube and cultured for 3 days. In the tracheal fluid smear, most prominent cells were eosinophils, which are a almost 80% of total cells and other cells such as leukocytes, neutrophils and ciliated colummar cells were also observed. Any parasite was also not detected in its smear. Prednisolone (PDS; 1 mg/kg, BID SC), aminophylline (10 mg/kg, TID IV) and nebulization with gentamicin (50 mg) plus saline (3 ml) were given for 1 week. At 3rd day of treatment, blood eosinophil value was return to normal range and pulmonary condition was also improved. The allergen test with serum performed during therapy was positive in the 19 index including milk, barley, tomato pomace, catfish, bonito, house dust and wool, and borderline in 10 index including wheat, house dust mites and house fly. The patient is responding well to PDS therapy. Based on these findings, a possible diagnosis of pulmonary infiltration with eosinophils was made in this dog.

The Effects of Hyaluronic Acid-Carboxymethylcellulose Membrane (GUARDIX-$MB^{(R)}$) Barriers on Prevention of Post-operation Peritoneal Adhesions in Dogs

  • Lee, Sang-Mook;Jang, Hwan-Soo;Bae, Jae-Sung;Kim, Jung-Eun;Jang, Kwang-Ho
    • 한국임상수의학회지
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    • 제25권6호
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    • pp.494-500
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    • 2008
  • The aim of this study was to determine the effectiveness of hyaluronic acid-carboxymethylcellulose membrane (GUARDIX-$MB^{(R)}$) barriers on prevention against post-operative peritoneal adhesions. In this study, fourteen mongrel dogs were divided into two experimental groups: 0.1 % hyaluronic acid (0.1HA) group and hyaluronic acidcarboxymethylcellulose membrane (HA-CMC) group. In order to induce adhesions, the anti-mesenteric serosa of the ileum was exteriorized and then abraded in a standard manner by scraping with a scalpel blade to create homogenous petechial hemorrhagic surface over a $1\;{\times}\;1cm$ area. Solution of 0.1HA were simply coated over the abraded tissues, $1.5\;{\times}\;1.5cm$ HA-CMC membrane was placed over the abraded tissues, allowed to spread across the intra-abdominal organs before closure of the abdomen. On day 1 before and day 1, 4, 7, 14, and 21 after operation, venous blood specimens were collected for measurement of fibrinogen and total WBC. The adhesions were blindly assessed 3 weeks later by using a computerized tensiometer. The fibrinogen and total WBC values of two groups showed no statistical significances. The mean tensile strength (gram force, gf) of formed adhesions day 21 after surgery was $88.1\;{\pm}\;55.70gf$ in the 0.1 % HA group and $24.8\;{\pm}\;22.69gf$ in the HA-CMC group. The tensile strength values of adhesion separation HA-CMC membrane group was significantly lower than the 0.1HA group (p<0.05). Therefore, we suggest that HACMC membrane reduce peritoneal adhesions may be applicable to preventing post-operative intraperitoneal adhesions in dogs.

Distribution Frequency of Pathogenic Bacteria Isolated from Cutaneus Leishmaniasis Lesions

  • Ziaei, Hengameh;Sadeghian, Giti;Hejazi, SH
    • Parasites, Hosts and Diseases
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    • 제46권3호
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    • pp.191-193
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    • 2008
  • Cutaneous leishmaniasis (CL) is a parasitic disease characterized by single or multiple ulcerations. Secondary bacterial infections are one of the complications that can increase the tissue destruction and the resulting scar. To better determine the incidence of real secondary bacterial infections in CL, we designed the current study. This was a cross-sectional study performed in Skin Diseases and Leishmaniasis Research Centre, Isfahan, Iran. A total of 1,255 patients with confirmed CL enrolled in the study. Sterile swaps were achieved for ulcer exudates and scraping was used for non-ulcerated lesions. All samples were transferred to tryptic soy broth medium. After 24 hr of incubation at $37^{\circ}C$ they were transferred to eosin methylene blue agar (EMB) and blood agar. Laboratory tests were used to determine the species of bacteria. Among 1,255 confirmed CL patients, 274 (21.8%) had positive cultures for secondary bacterial infections. The bacteria isolated from the lesions were Staphylococcus aureus in 190 cases (69.3%), coagulase negative Staphylococcus in 63 cases (23.0%), E. coli in 10 cases (3.6%), Proteus sp. in 6 cases (2.2%), and Klebsiella sp. in 5 cases (1.9%). The results show that the overall incidence of secondary bacterial infections in the lesions of CL was 21.8%, considerably high. The incidence of secondary bacterial infections was significantly higher in ulcerated lesions compared with non-ulcerated lesions.

텍스트 마이닝을 이용한 4차 산업 연구 동향 토픽 모델링 (Topic Modeling on Research Trends of Industry 4.0 Using Text Mining)

  • 조경원;우영운
    • 한국정보통신학회논문지
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    • 제23권7호
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    • pp.764-770
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    • 2019
  • 본 연구에서는 "4차 산업"과 관련된 논문들의 세부 연구 주제를 파악하기 위하여 텍스트 마이닝 기법을 이용하여 논문들을 분석하였다. 이를 위하여 2016년부터 2019년까지 한국학술지인용색인(KCI)에서 "4차 산업"이라는 키워드로 논문을 검색하여 총 685편의 논문을 수집하였다. 논문 수집을 위해서는 Python 기반의 웹 스크랩핑 프로그램을 사용하였으며, 자료 분석을 위해서는 R 언어로 구현된 LDA 알고리즘 기반의 토픽 모델링 기법들을 활용하였다. 수집된 논문들에 대한 Perplexity 분석 결과, 9가지 토픽이 최적으로 결정되었고 수집된 논문들의 9가지 대표 토픽들을 Gibbs 샘플링 방법을 사용하여 추출하였다. 분석 결과, 인공지능, 빅데이터, 사물인터넷, 디지털, 네트워크 등이 상위 주요 기술들로 나타났으며, 산업, 정부, 교육 현장, 일자리 등 4차 산업과 관련한 다양한 분야에서 주요 기술들로 인한 변화에 대한 연구들이 이루어져 왔음을 확인할 수 있었다.

Analyzing Gifted Students' Social Behavior on Social Media at COVID-19 Quarantine

  • Khayyat, Mashael;Sulaimani, Mona;Bukhri, Hanan;Alamiri, Faisal
    • International Journal of Computer Science & Network Security
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    • 제22권9호
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    • pp.7-14
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    • 2022
  • COVID-19 has caused a global disturbance, increased anxiety, and panic, eliciting diverse reactions. While its cure has not been discovered, new infection cases and fatalities are being recorded daily. The focus of the present study was to analyze the reaction of gifted undergraduate students on social media during the quarantine period of the COVID-19. A special group of gifted students, who joined the program of attracting and nurturing talents at the University of Jeddah, University students as were the target sample of this study. To analyze online reactions during the pandemic; the choice of university students was arrived at as they are perceived to be gifted academically. Hence, the analysis of the impacts on their behavior on social media use is imperative. This study presented accurate and consistent data on the effects of social media using Twitter platforms on gifted students during the quarantine occasioned by the COVID-19 pandemic. The behavior of learners due to during the use of social media was extensively explored and results analyzed. The study was carried out between April and May 2020 (quarantine period in Saudi Arabia) to establish whether the online behavior of gifted students reflects positive or negative feelings. The methods used in conducting this study the research were online interviews and scraping participants' Twitter accounts (where most of the online activities and studies take place). The study employed the Activity theory to analyze the behavior of gifted students on social media. The sample size used was 60 students, and the analysis of their behavior was based on Activity theory Overall, the results showed proactive, positive behavior for coping with a challenging situation, educating society, and entertaining. Finally, this study recommends investing in gifted students due to their valuable problem-solving skills that can help handle global pandemics efficiently.