• Title/Summary/Keyword: co occurrence

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Topic-Network based Topic Shift Detection on Twitter (트위터 데이터를 이용한 네트워크 기반 토픽 변화 추적 연구)

  • Jin, Seol A;Heo, Go Eun;Jeong, Yoo Kyung;Song, Min
    • Journal of the Korean Society for information Management
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    • v.30 no.1
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    • pp.285-302
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    • 2013
  • This study identified topic shifts and patterns over time by analyzing an enormous amount of Twitter data whose characteristics are high accessibility and briefness. First, we extracted keywords for a certain product and used them for representing the topic network allows for intuitive understanding of keywords associated with topics by nodes and edges by co-word analysis. We conducted temporal analysis of term co-occurrence as well as topic modeling to examine the results of network analysis. In addition, the results of comparing topic shifts on Twitter with the corresponding retrieval results from newspapers confirm that Twitter makes immediate responses to news media and spreads the negative issues out quickly. Our findings may suggest that companies utilize the proposed technique to identify public's negative opinions as quickly as possible and to apply for the timely decision making and effective responses to their customers.

Dynamic response and waterproof property of tunnel segmental lining subjected to earthquake action

  • Yan, Qixiang;Bao, Rui;Chen, Hang;Li, Binjia;Chen, Wenyu;Dai, Yongwen;Zhou, Hongyuan
    • Earthquakes and Structures
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    • v.17 no.4
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    • pp.411-424
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    • 2019
  • In this study, a numerical model of a shield tunnel with an assembled segmental lining was built. The seismic response of the segmental lining of the section of the shield tunnel in Line 1 of the Chengdu Metro is analyzed as it passes through the interface of sand-cobble and mudstone layers. To do so, the node-stress seismic-motion input method was used to input the seismic motion measured during the 2008 Wenchuan earthquake, and the joint openings and dislocations associated with the earthquake action were obtained. With reference to the Ethylene-Propylene-Diene Monomer (EPDM) sealing gaskets used in the shield tunnels in the Chengdu Metro, numerical simulation was applied to analyze the contact pressure along the seepage paths and the waterproof property under different joint openings and dislocations. A laboratory test on the elastic sealing gasket was also conducted to study its waterproof property. The test results accord well with the numerical results and the occurrence of water seepage in the section of the shield tunnel in Line 1 of the Chengdu Metro during the 2008 Wenchuan earthquake was verified. These research results demonstrate the deformation of segmental joint under earthquake, also demonstrate the relationship between segmental joint deformation and waterproof property.

Association between Smoking and Delayed Neuropsychological Sequelae in Acute Carbon Monoxide Poisoning (급성 일산화탄소 중독 환자들에서 흡연과 지연성 신경정신과학적 후유증 발생의 상관관계)

  • Kim, Hak Myeon;Choi, Sung Woo;Nah, Sang Un;Choi, Hyo Jeong;Lim, Hoon;Kim, Gi Woon;Han, Sang Soo;Lee, Young Hwan
    • Journal of The Korean Society of Clinical Toxicology
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    • v.16 no.2
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    • pp.102-107
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    • 2018
  • Purpose: This study examined the association between smoking and delayed neuropsychological sequelae (DNS) in acute carbon monoxide (CO) poisoning. Methods: Patients admitted to the medical center emergency department from March 2016 to March 2017 because of CO poisoning were examined retrospectively. The patients were divided into two groups: DNS and Non-DNS group. Multiple factors were analyzed to explain DNS, which was assessed by motor disturbances, cognitive impairment, dysphagia, Parkinson-like syndromes, epilepsy, and emotional lability in CO poisoning. Results: A total of 120 patients were included. The factors related to DNS were smoking (pack-years) (p=0.002) and initial carbon monoxide-hemoglobin level (p=0.015). On the other hand, after multivariate logistic regression analysis, smoking (Odds ratio 1.07; 95% CI, 1.02-1.13; p=0.004) was the only factor associated with DNS. Conclusion: Smoking is a very reliable factor for predicting the occurrence of DNS. A history of smoking in patients who suffer from CO intoxication is important. If a patient smokes, treatment should be started actively and as soon as possible.

Development of a smart rain gauge system for continuous and accurate observations of light and heavy rainfall

  • Han, Byungjoo;Oh, Yeontaek;Nguyen, Hoang Hai;Jung, Woosung;Shin, Daeyun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.334-334
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    • 2022
  • Improvement of old-fashioned rain gauge systems for automatic, timely, continuous, and accurate precipitation observation is highly essential for weather/climate prediction and natural hazards early warning, since the occurrence frequency and intensity of heavy and extreme precipitation events (especially floods) are recently getting more increase and severe worldwide due to climate change. Although rain gauge accuracy of 0.1 mm is recommended by the World Meteorological Organization (WMO), the traditional rain gauges in both weighting and tipping bucket types are often unable to meet that demand due to several existing technical limitations together with higher production and maintenance costs. Therefore, we aim to introduce a newly developed and cost-effective hybrid rain gauge system at 0.1 mm accuracy that combines advantages of weighting and tipping bucket types for continuous, automatic, and accurate precipitation observation, where the errors from long-term load cells and external environmental sources (e.g., winds) can be removed via an automatic drainage system and artificial intelligence-based data quality control procedure. Our rain gauge system consists of an instrument unit for measuring precipitation, a communication unit for transmitting and receiving measured precipitation signals, and a database unit for storing, processing, and analyzing precipitation data. This newly developed rain gauge was designed according to the weather instrument criteria, where precipitation amounts filled into the tipping bucket are measured considering the receiver's diameter, the maximum measurement of precipitation, drainage time, and the conductivity marking. Moreover, it is also designed to transmit the measured precipitation data stored in the PCB through RS232, RS485, and TCP/IP, together with connecting to the data logger to enable data collection and analysis based on user needs. Preliminary results from a comparison with an existing 1.0-mm tipping bucket rain gauge indicated that our developed rain gauge has an excellent performance in continuous precipitation observation with higher measurement accuracy, more correct precipitation days observed (120 days), and a lower error of roughly 27 mm occurred during the measurement period.

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Effect of Chlorambucil on the Ultrastructure of Leydig Cell in Male Mouse (수컷생쥐의 Leydig Cell 미세구조에 대한 Chlorambucil의 영향)

  • Kim, Douk-Hoon;Park, Won-Hak
    • Applied Microscopy
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    • v.18 no.2
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    • pp.21-33
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    • 1988
  • The purpose of this study was to investigate the effect of chlorambucil on the mouse Leydig cell by electron microscopy. Chlorambucil suspended in the 0.5N sodium bicarbonate(pH 8.0) was injected I.P.(intraperitoneal) at a dosage of level 20mg/kg for 1 weeks, 3 weeks and 5 weeks, respectively. The results obtained from this experiment are as follows: 1. One week after the administration of chlorambucil, there was an increase in heterochromatin, swelling and cristae disruption in some mitochondria, mild vacuolation between cells and the occurrence of membrane bound inclusions in some nuclei. 2. After 3 weeks, smooth endoplasmic reticulum dilations, cytoplasmic vacuolation, mitochondrial swelling, inner mitochondrial cristae disruption, membranous whorls, and intranuclear inclusions were observed in the treated cells. 3. After 5 weeks of treatment, most mitochondria were swollen and their membranes were severely disrupted. Further, smooth endoplasmic reticulum dilations and vacuolation of the cytoplasm were apparent in the treated Leydig cells. In addition numerous membranous whorls and intranuclear inclusion bodies were present. The nuclei displayed invaginatons of the nuclear membrane and large clumps of heterochromatin. From these results it is concluded the longer the duration of chlorambucil administration, the greater the degeneration of the nucleus and cytoplasmic organelles.

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Occurrence and Physico-chemical Properties of the Smectite-rich Clays from the Samcheok Area in Kangwon-do, Korea (강원도 삼척지역의 스멕타이트질 점토의 산상 및 특성)

  • Hwang, Jin-Yeon;Park, Seong-Wan;Lee, Sang-Hyon;Choi, Soo-Yong
    • Economic and Environmental Geology
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    • v.28 no.1
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    • pp.1-8
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    • 1995
  • The smectite-rich clays were found locally in Paleozoic calcareous sedimentary rocks in the Samcheok area. Their occurrences were investigated in detail, and the physico-chemical properties of the clays were also determined by X-ray diffraction, chemical analysis, thermal analysis and cation exchanging experiment. The smectite clays occur as the fissure filling dyke developed in calcareous sedimentary rock and as alteration products of intrusive rhyolite. Most of clays occur at the contact between the sedimentary rock and the rhyolite, and the alteration zone was observed only in rhyolite body close to the contact. Judging from their occurrences, it is believed that the smectite-rich clays in this area were formed by the hydrothemal alteration. The smectite clays from the area are mainly composed of Ca-montmorillonite, and associated with small quantities of quartz, opal-CT and feldspar. The montmorillonites from this area are lower in Fe content, and higher in exchangeable Ca ion, compared to those of bentonite from the Yangnam-Yeongil area.

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Free Vibration Analysis of Aboveground LNG-Storage Tanks by the Finite Element Method

  • Cho, Jin-Rae;Lee, Jin-Kyu;Song, Jeong-Mok;Park, Suk-Ho;Lee, Joong-Nam
    • Journal of Mechanical Science and Technology
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    • v.14 no.6
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    • pp.633-644
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    • 2000
  • Recently, in proportion to the increase of earthquake occurrence-frequency and its strength in the countries within the circum-pan Pacific earthquake belt, a concept of earthquake-proof design for huge structures containing liquid has been growing up. This study deals with the refinement of classical numerical approaches for the free vibration analysis of separated structure and liquid motions. According to the liquid-structure interaction, LNG-storage tanks exhibit two distinguished eigenmodes, the sloshing mode and the bulging mode. For the sloshing -mode analysis, we refine the classical rigid-tank model by reflecting the container flexibility. While, for the bulging-mode analysis, we refine the classical uncoupled structural vibration system by taking the liquid free-surface fluctuation into consideration. We first construct the refined dynamic models for both problems, and present the refined numerical procedures. Furthermore, in order for the efficient treatment of large-scale matrices, we employ the Lanczos iteration scheme and the frontal-solver for our test FEM program. With the developed program we carry out numerical experiments illustrating the theoretical results.

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Occurrence of longtail tuna (Thunnus tonggol) juvenile in Korean waters (백다랑어 (Thunnus tonggol) 치어의 국내 출현)

  • Yoon, Sang Chul;Choi, Kwang Ho;Jeong, Yeon Kyu;Lee, Dong Woo;Ryu, Jung Hwa
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.49 no.4
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    • pp.500-504
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    • 2013
  • A total of 24 juvenile specimens of Thunnus tonggol (5.45~7.26mm in total length) of the Sombridae were collected from the southeast sea of Jeju Island during 26~30 July, 2013. Twenty-four specimens identified T. tonggol have melanophores distributed on the 1st dorsal-fin rays, the dorsal of head and vetral side. Three individulas were identified using mitochondrial DNA cytochrome oxidase submit 1 (CO1) sequences (452 base pairs). All were identified as T. tonggol, their mtCO1 sequences being consistent with those of Thunnus tonggol (d=0.000), followed by Thunnus albacares (d=0.002) and Thunnus obesus (d=0.007).

Improved Multidimensional Scaling Techniques Considering Cluster Analysis: Cluster-oriented Scaling (클러스터링을 고려한 다차원척도법의 개선: 군집 지향 척도법)

  • Lee, Jae-Yun
    • Journal of the Korean Society for information Management
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    • v.29 no.2
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    • pp.45-70
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    • 2012
  • There have been many methods and algorithms proposed for multidimensional scaling to mapping the relationships between data objects into low dimensional space. But traditional techniques, such as PROXSCAL or ALSCAL, were found not effective for visualizing the proximities between objects and the structure of clusters of large data sets have more than 50 objects. The CLUSCAL(CLUster-oriented SCALing) technique introduced in this paper differs from them especially in that it uses cluster structure of input data set. The CLUSCAL procedure was tested and evaluated on two data sets, one is 50 authors co-citation data and the other is 85 words co-occurrence data. The results can be regarded as promising the usefulness of CLUSCAL method especially in identifying clusters on MDS maps.

Mineralogy and Geochemistry of the Ogkye Gold Deposits, Gangwondo Province (강원도 옥계 금광상에 관한 광물학적·지화학적 연구)

  • Choi, Seon-Gyu;Choi, Sang-Hoon;Lee, Hyun Koo
    • Economic and Environmental Geology
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    • v.30 no.1
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    • pp.15-23
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    • 1997
  • Gold mineralization of the Ogkye gold mine was deposited mainly in quartz veins up to 150 cm wide which occupy fissures in Cambrian Pungchon limestone. Ore minerals are relatively simple as follows: pyrite, arsenopyrite, pyrrhotite, sphalerite, electrum and galena. On the basis of the Ag/Au ratio on ore grades, mode of occurrence and assoicated mineral assemblages, the Ogkye gold deposit can be classified as pyrite-type gold deposit (Group IIB). Fluid inclusion data indicate that ore minerals were deposited between $400^{\circ}$and $230^{\circ}C$ from relatively dilute fluids (0.2 to 7.3 wt.% eq. NaCl) containing $CO_2$. The ore mineralization resulted from a complex history of $CO_2$ effervescence and local concomitant boiling coupled with cooling and dilution of ore fluids. Gold deposition was likely a result of decrease of sulfur activity caused by sulfide deposition and/or $H_2S$ loss accompanying fluid unmixing. Sulfur isotope compositions of sulfide minerals (${\delta}^{34}S=3.5{\sim}5.9$‰) are consistent with ${\delta}^{34}S_{H_2S}$ value of 4.8 to 6.1‰, suggesting mainly an igneous source of sulfur partially mixed with wall-rock sulfur.

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