• Title/Summary/Keyword: 도시 분산

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A Customized Tourism System Using Log Data on Hadoop (로그 데이터를 이용한 하둡기반 맞춤형 관광시스템)

  • Ya, Ding;Kim, Kang-Chul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.2
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    • pp.397-404
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    • 2018
  • As the usage of internet is increasing, a lot of user behavior are written in a log file and the researches and industries using the log files are getting activated recently. This paper uses the Hadoop based on open source distributed computing platform and proposes a customized tourism system by analyzing user behaviors in the log files. The proposed system uses Google Analytics to get user's log files from the website that users visit, and stores search terms extracted by MapReduce to HDFS. Also it gathers features about the sight-seeing places or cities which travelers want to tour from travel guide websites by Octopus application. It suggests the customized cities by matching the search terms and city features. NBP(next bit permutation) algorithm to rearrange the search terms and city features is used to increase the probability of matching. Some customized cities are suggested by analyzing log files for 39 users to show the performance of the proposed system.

Design of Distributed Hierarchical Routing Plan Method for Urban Traffic Information System (도시교통정보시스템을 위한 분산 계층 경로탐색 기법 설계)

  • Back, Yeong-Tae;Kim, Sang-Oh
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.2
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    • pp.147-154
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    • 2010
  • This paper suggests new route plan cost calculation and cost-effective route plan algorithm and architecture for the new city traffic information system when it is operated nationwide. New algorithm and architecture estimates cost with traffic speeds which is supported for all different lanes, stratifies logical layer which process different levels' traffic information with diverse traffic patterns and provides different traffic information in the few levels. Also suggested new algorithm supports drivers' customized traffic information through both-way communications and plans routes effectively based on the distance between drivers' start position and destination and different levels which start and end position located. It proposes additional research items and requirement for integration between different cities' traffic information system which the national police agency invested and led.

Comparison of Discharge Characteristics of NPS Pollutant Loads from Urban, Agricultural and Forestry Watersheds (유역으로부터 배출되는 비점원 오염부하의 토지이용에 따른 특성 비교)

  • Yur, Joong-Hyun;Kim, Geon-Ha;Kim, Jeong-Kon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.1214-1218
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    • 2005
  • 지금까지 국내에서의 수질개선을 위한 노력은 점오염원에 대한 저감만을 중심으로 진행되어 왔기 때문에, 보다 획기적인 수질개선을 위해서는 비점오염에 대한 연구와 관리가 진행되어야 한다. 그러므로 본 연구에서는 도시지역, 농촌지역, 임야지역의 토지이용특성이 다른 3유역을 대상으로 현장연구를 실시하여 비점오염물질의 발생특성 및 유역별 비교를 실시하였다. 측정은 도시지역의 가장 큰 오염원인 CSOs(Combined Sewer Overflows)에 대하여 측정을 실시하였고, 농촌지역 및 임야지역의 경우 각 유역의 출구 지점에서 측정을 실시하였다. 강우특성이 다른 15개의 강우사상을 대상으로 유량 및 SS, TCOD, TN, TP의 항목에 대하여 한 강우사상당 $15\~20$회의 측정을 실시하였다. 각각의 강우사상에 대하여 EMCs(Event Mean Concentrations)를 산출하여 도시지역, 농촌지역, 임야지역의 각 유역에 대한 확률별 EMCs를 산정한 결과 3개 유역의 EMCs는 도시지역>농촌지역>임야지역 순으로 나타났다. $EMC_{TCOD}$는 도시지역과 농촌임야지역간에 가장 큰 차이를 보이는 것으로 나타났으며, $EMC_{TN}$에서 가장 작은 차이가 나타났다. 각 유역별 EMCs의 로그-정규 확률그래프의 분산계수를 비교한 결과 농촌임야지역은 도시지역에 비하여 오염물질의 농도 변화가 강우특성에 따라 보다 큰 변화를 보이는 것으로 나타났다. 연구유역에서 $EMC_{TN}$의 발생확률 $50\% 값이 도시지역은 17.0mg/L, 농촌임야지역은 4.5mg/L로 나타났으며, 이는 유사한 유역특성을 나타내는 타 지역에서의 연구자료를 분석 값과 매우 유사한 크기를 가지는 것으로 나타났다.를 분석하였다. 실험을 수행하여 보다 정밀한 공식으로 개선할 수 있었다.$10,924m^3/s$ 및 $10,075m^3/s$로서 실험 I의 $2,757m^3/s$에 비해 통수능이 많이 개선되었음을 알 수 있다.함을 알 수 있다. 상수관로 설계 기준에서는 관로내 수압을 $1.5\~4.0kg/cm^2$으로 나타내고 있는데 $6kg/cm^2$보다 과수압을 나타내는 경우가 $100\%$로 밸브를 개방하였을 때보다 $60\%,\;80\%$ 개방하였을 때가 더 빈번히 발생하고 있으므로 대상지역의 밸브 개폐는 $100\%$ 개방하는 것이 선계기준에 적합한 것으로 나타났다. 밸브 개폐에 따른 수압 변화를 모의한 결과 밸브 개폐도를 적절히 유지하여 필요수량의 확보 및 누수방지대책에 활용할 수 있을 것으로 판단된다.8R(mm)(r^2=0.84)$로 지수적으로 증가하는 경향을 나타내었다. 유거수량은 토성별로 양토를 1.0으로 기준할 때 사양토가 0.86으로 가장 작았고, 식양토 1.09, 식토 1.15로 평가되어 침투수에 비해 토성별 차이가 크게 나타났다. 이는 토성이 세립질일 수록 유거수의 저항이 작기 때문으로 생각된다. 경사에 따라서는 경사도가 증가할수록 증가하였으며 $10\% 경사일 때를 기준으로 $Ro(mm)=Ro_{10}{\times}0.797{\times}e^{-0.021s(\%)}$로 나타났다.천성 승모판 폐쇄 부전등을 초래하는 심각한 선천성 심질환이다. 그러나 진단 즉시 직접 좌관상동맥-대동맥 이식술로 수술적 교정을 해줌으로써 좋은 성적을 기대할 수 있음을 보여주었다.특히 교사들이 중요하게 인식하는 해

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The Development of N2O Emission Factor at Municipal Solid Waste Incinerator (도시고형폐기물 소각시설의 N2O 배출계수 개발)

  • Ko, Jae Churl;Choi, Sang Hyun
    • Clean Technology
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    • v.25 no.1
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    • pp.40-45
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    • 2019
  • In this study, nitrous oxide ($N_2O$) emission concentration was measured 3 times continuously for 24 hours from August 27, 2018 to October 22, 2018 and non-dispersive infrared (NDIR) spectrometer was used to calculate $N_2O$ concentration of exhaust gas from municipal solid waste (MSW) incinerator. As a result of $N_2O$ emission characteristics, it is estimated that $N_2O$ emission concentration is due to the difference of furnace temperature, oxygen concentration rather than the chemical component of waste. The measured $N_2O$ emission concentration of MSW incinerator was obtained in the range of 53.6 ~ 59.5 ppm and the total average concentration was measured 55.6 ppm. Therefore, the amount of $N_2O$ emissions calculated from the $N_2O$ concentration was $98.05kg\;day^{-1}$ on average and the amount of $N_2O$ distribution in the range of $90.41{\sim}108.44kg\;day^{-1}$ was obtained. As a result, the $N_2O$ emission factor of the MSW incinerator was estimated to be $1,066.13g_{N_2O}\;ton_{waste^{-1}}$. The estimated $N_2O$ emission factor of the MSW incinerator was 20 times higher than calculated emission factor used in the Tier 2 method. Consequently, it is considered that the method of calculating the amount of $N_2O$ emission in the MSW incineration facilities using waste type and incineration amount needs to be supplemented to ensure accuracy.

Differences in Grip Strength by Living Conditions and Living Area among Men and Women in Middle and Later Life (독거여부와 거주지역에 따른 중년기와 노년기 남성과 여성의 악력 차이)

  • Joo, Susanna;Jun, Hey Jung;Park, Hayoung
    • 한국노년학
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    • v.38 no.3
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    • pp.551-567
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    • 2018
  • Demographic and socio-structural information is useful to identify potential welfare recipients who are in need of disease-prevention and intervention services. Thus, the present study aims to explore the differences in grip strength among middle and old-aged adults by living conditions and by living area. The 5th wave data of Korean Longitudinal Study of Aging was utilized. The dependent variable was grip strength, and the independent variables were living alone (living alone or not) and living area (city or non-city). Covariates were age, education, log-transformed household income, spouse existence, body mass index, self-rated health conditions, depressive symptoms, cognitive function, smoking, regular exercise, frequency of meeting with friends, and the number of social participation. Regression analysis was performed for middle-aged men, middle-aged women, old-aged men, and old-aged women, respectively. ANOVA and Chi-test were additionally used to specifically discuss significant results. Cross-sectional weight was applied to all analyses. According to the results, living alone and living area did not have significant effects on grip strength among middle-aged men, old-aged men, and old-aged women. In middle-aged women, however, living alone and living area were significantly associated with grip strength. To be specific, middle-aged women who lived alone in rural areas had the lowest grip strength compared to other middle-aged women. Additional analysis showed that middle-aged women who lived alone in rural areas had risk factors, such as low education level, low income, or high depressive symptoms. It implies that middle-aged women living alone in rural areas may have physical health risks, so they might be in need of disease prevention. This study is meaningful in that it can provide reliable information on the latent welfare recipients by using representative panel data and applying weight values.

A Study on the Application of Pre-Chemical Treatment on the Decentralized Domestic Wastewater Reclamation System (도시의 분산형 생활오수 재생시스템에 화학적 전처리공정도입에 관한 연구)

  • Lee, Sang-Woo;Park, Young-Mi;Seo, Gyu-Tae
    • Journal of Korean Society of Water and Wastewater
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    • v.20 no.1
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    • pp.115-121
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    • 2006
  • The purpose of this study was to investigate applicability of pretreatment on the existing biological treatment for domestic wastewater reclamation. From Jar Tests, it was found that optimum dosage of coagulant was PAC 0.5mg/L and $FeCl_3$ 180mg/L for urban sewage. In this study, PAC 0.5mg/L was selected considering sludge production and the amount of coagulant required. In a continuous experiment performed with combining chemical coagulation and biological treatment, a considerable removal efficency was obtained in term of BOD, SS, T-N, T-P and ABS. When the raw sewage was supplied into the pre-chamical treatment facility, the removal of BOD and SS was 48.3% and 81.1%. However T-N removal was very low which means T-N consists of $NH_3-N$ mostly. T-P was almost completely recluced by the chemical addition. The effluent BOD & SS was 57~76 and 21~43mg/L, which could reduce the size of biological treatment facility. From the cost estimation pre-chemical treatment could save around half of the area required for biological treatment with post ceagulation.

Using Evolution Program to Develop Effective Search Method for Alternative Routes (진화 프로그램을 이용한 효율적인 대체경로 탐색방법 연구)

  • CHOI, Gyoo Seok;SEO, Ki Sung;PARK, Jong Jin
    • Journal of Korean Society of Transportation
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    • v.20 no.2
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    • pp.71-79
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    • 2002
  • This paper presents an effective alternative K-paths calculation method based on a Evolution Program (EP). We developed efficient genetic operators for path calculation. A major problem of the existing approach(similarities among the paths) can be resolved using EP's. The performance of the suggested method is evaluated and compared with the k-th shortest path for the virtual road network model by computer simulation. The results of computational experiments of the suggested method are found to be satisfactory in terms of the dispersion of alternatives.

Analysis of a Change in the Water-Balance after Application of Decentralized Rainwater Management Facilities - Based on the Results of the Hydrologic Modeling using the CAT - (분산식 빗물관리시설 적용에 따른 물수지 변화 분석 연구 - CAT을 이용한 수문모델링 결과를 토대로 -)

  • Lee, Tae-Goo;Han, Young-Hae
    • KIEAE Journal
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    • v.11 no.2
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    • pp.59-65
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    • 2011
  • To analyze changes in the water-balance before and after using decentralized rainwater management facilities, this study carried out hydrologic modeling based on data including roof planting, rainwater use, infiltration and detention facilities applied to the sites. The results of the analysis are as follows: First, the total runoff quantity after facility installation was about 24% less than before. In particular, it showed that the surface runoff declined significantly. Second, the analysis of the effects of different decentralized rainwater management facilities revealed that the rooftop planting contributed to about a 3.5 times increase in actual evaporation than before. Third, the analysis of the effect of decentralized management facilities by different rainfall events showed that it turned to have about a 30% decreasing effect after facility installation for a monthly rainfall over 500mm or so and about 50% declining effect for a monthly rainfall about 200mm. As discussed above, the study confirmed that it is important to implement decentralized rainwater management facilities to improve inevitable changes in water-balance arising from development as it would be a significant alternative for sustainable urban development.

Population Movement of Korean Chinese and Its Impacts on Their Communities: A Case Study (중국 조선족 대이동과 공동체의 변화- 현지조사 자료를 중심으로)

  • Kwon, Tai-Hwan;Park, Kwang-Sung
    • Korea journal of population studies
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    • v.27 no.2
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    • pp.61-89
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    • 2004
  • 1990년 이후 중국 조선족 사회는 급격한 변화의 소용돌이에 휩싸여있다. 그 핵심에는 조선족 공동체의 총체적인 재구조화가 자리하고 있다. 조선족 집거지로부터 대규모의 이촌 현상이 나타나고 있으며 동북3성에 집중되어 있던 조선족은 전 중국으로 흩어지고 있다. 이러한 조선족의 이동은 조선족 공동체의 해체현상으로 이해되는 경향이 있다. 이 연구는 바로 인구이동이 조선족 사회와 공동체에 어떠한 영향을 주는지에 대한 물음에서 출발한다. 그리고 영향은 이동의 기원지인 농촌과 다양한 목표지의 현황과 조건, 이를 둘러싼 사회경제적 상황을 중심으로 다룬다. 이를 위해 사례연구를 실시하였으며, 필요한 자료는 선택된 마을의 방문과 현지에서의 심층면접을 통해 수집하였다. 연구의 결과는 조선족의 대규모, 원거리 이동이 조선족 공동체의 해체를 뜻하는 것은 아니라는 점을 명백히 보여준다. 인구유출로 도시 또는 조선족 중심지에서 떨어진 농촌 마을에서 공동체의 해체는 빠른 속도로 이루어진다. 그러나 조선족은 새로운 목표지에서는 새로운 유형의 집중현상을 보인다. 한마디로 조선족의 이동은 조선족 사회의 도시화의 경향과 함께, 보다 넓은 지역으로의 공동체의 분산과 공동체내에서의 높은 민족 집중성을 특징으로 전개되고 있다. 또한 조선족 도시 공동체는 거주지역의 격리보다는 민족성을 기초로 한 문화적 정체성에 대한 강조를 특징으로 한다.

Delivery Service Demand Analysis Using Social Network Analysis (SNA) (소셜 네트워크 분석(SNA)을 활용한 택배 서비스 수요 분석)

  • Kyungeun Oh;Sulim Kim;HanByeol Stella Choi;Heeseok Lee
    • Information Systems Review
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    • v.24 no.4
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    • pp.1-22
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    • 2022
  • The transition to a non-face-to-face consumer society has rapidly occurred since Covid-19. The need for a subdivided urban logistics policy centered on courier delivery, a life-friendly last-mile logistics service, has been raised. This study proposes a SNS-based method that can analyze the demand relationship by region and product, respectively. We extend the market basket network (MBN) and co-purchased product network (CPN), find product category patterns, and confirm regional differences by using delivery order data. Our results imply that SNA analysis can be effectively applied to inventory distribution or product (SKU) selection strategies in urban logistics.