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Convergence Analysis on The Determinants of Reuse Intention in Patients Visiting a Dentist (치과 내원 환자들의 재이용 의사에 영향을 미치는 결정요인에 관한 융합 분석)

  • Ji, Min-Gyeong
    • Journal of Convergence for Information Technology
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    • v.7 no.4
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    • pp.1-9
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    • 2017
  • The purpose of this study, is to identify the factors affecting reuse intention, determine the accurate demand of suppliers and consumers for qualitative dental care service, and identify the cyclic factors positively affecting one another. The data were analyzed by SPSSWIN 18.0, t-test and one way ANOVA, Pearson correlation and Stepwise multiple regression. Human service quality was significantly positively correlated with service value (r=0.609) and reuse intention (r=0.627) and service value was significantly positively correlated with reuse intention (r=0.645). The higher service value, the higher human service quality, the lower medical service discrimination, the higher level of reuse intention, which accounted for 56.9%. Therefore, it is necessary to make optimal maintenance of the system from the broad viewpoint of dental care in general and apply it in practice by developing good methods steadily.

Probability Inference Heuristic based Non-Periodic Transmission for the Wireless Sensor Network (무선센서네트워크를 위한 확률추론 휴리스틱기반 비주기적 전송)

  • Kim, Gang-Seok;Lee, Dong-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.9
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    • pp.1689-1695
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    • 2008
  • The development of low-power wireless communication and low-cost multi-functional smart sensor has enabled the sensor network that can perceive the status information in remote distance. Sensor nodes are sending the collected data to the node in the base station through temporary communication path using the low-cost RF communication module. Sensor nodes get the energy supply from small batteries, however, they are installed in the locations that are not easy to replace batteries, in general, so it is necessary to minimize the average power consumption of the sensor nodes. It is known that the RF modules used for wireless communication are consuming 20-60% of the total power for sensor nodes. This study suggests the probability inference heuristic based non-periodic transmission to send the collected information to the base station node, when the calculated value by probability is bigger than an optional random value, adapting real-time to the variation characteristics of sensing datain order to improve the energy consumption used in the transmission of sensed data. In this transmission method suggested, transmitting is decided after evaluation of the data sensed by the probability inference heuristic algorithm and the directly sensed data, and the coefficient that is needed for its algorithm is decided through the reappearance rate of the algorithm verification data.

Development of a pipe burst detection model using large consumer's smart water meter and pressure data (대수용가 스마트미터와 수압 데이터를 이용한 소블록 내 관 파손사고 감지모델 개발)

  • Kyoung Pil Kim;Wan Sik Yu;Shin Uk Kang;Doo Yong Choi
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.521-521
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    • 2023
  • 지방상수도의 관 파손사고 감지 및 누수관리 방법에는 블록시스템 구축을 통한 소블록별 야간최소유량 감시방법이 가장 대표적이다. 야간최소유량은 새벽 2시와 4시 사이의 인구 활동 비율이 가장 낮은 새벽 시간대에 소블록에 공급된 유량을 의미하며, 대부분 유량 성분은 누수량일 것이라는 가정에서 출발한다. 그러나 아파트 중심의 주거 형태를 보이는 도심지의 경우, 새벽 시간대에도 다량의 물수요가 비정기적으로 발생하고 있어 관망의 이상 여부를 감시하기 위한 관리기준으로서 야간최소유량을 이용하기에는 높은 일간 변동성에 따른 한계가 있다고 할 수 있다. 즉, 야간최소유량은 관 파손사고 발생의 감시보다는 관로 연결 또는 급수전 분기 부위에서 발생하는 미량의 누수가 수개월에 걸쳐 누적되는 장기추세를 분석하여 누수탐사반의 투입 시점을 결정하기 위한 근거를 제시하기 위한 목적으로 사용되며, 아직까지 관 파손사고의 발생은 자체적인 감지보다는 민원에 의해 인지되는 경우가 많다. 최근, 스마트관망 구축사업(SWM) 등을 통해 관 파손 및 누수 감지를 위한 청음식 누수감지센서가 소블록 내 도입되고 있으나, 초기 시설투자에 큰 비용이 수반되며 주변 소음과 배터리 전원방식의 한계로 인하여 새벽 시간대에만 분석이 제한적으로 적용되는 경우가 많아 이 역시도 상시적인 관 파손사고의 감시기술이라 보기는 어렵다. 본 연구에서는 소블록 유입점에서의 유량·압력과 소블록 내에 설치된 대수용가 스마트미터, 그리고 사고감지를 위한 수압계 사이의 평상시 수리적 균형을 학습한 DNN(Deep Neural Network) 모델을 이용하여 관 파손사고를 실시간 감지하는 모델 개발연구를 수행하였다. 모델은 관 파손사고 감지를 위한 수압계의 최적 위치와 대수를 결정하기 위한 모듈과 관 파손사고 감지모듈로 구성되며, 1개 소블록 Test-Bed를 구축하여 모델을 생성하고 PDD 관망해석 모델을 통해 생성된 가상의 사고에 대한 감지 여부로서 개발 모델의 감지성능을 평가하였다.

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Determination of representative water quality accident scenarios and appropriate analysis techniques through case study in water distribution networks (상수관망 내 수질사고 사례분석을 통한 대표 수질사고 시나리오 및 적정해석기법 결정)

  • Yoo, Do Guen;Hong, Sungjin;Moon, Gihoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.428-428
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    • 2021
  • 상수관망 내 수질사고는 매우 다양한 원인과 상황에서 시·공간적으로 광범위하게 발생가능하다. 일반적인 수질사고의 정성적 정의는 "정상적인 운영에 비하여 상대적으로 비정상적인 활동이나 행동에 의해 발생되는 수질문제"라고 할 수 있으나, 이는 매우 광의적이라 할 수 있으며 실제 현장에서는 발생 가능한 모든 수질사고 시나리오를 미리 예측하여 대비하기에 한계가 있다. 본 연구에서는 국외 및 국내 지자체, 그리고 K-water 등의 자료를 확보하여, 상수도 공급계통에서 발생한 수질사고 사례 및 발생 빈도 등을 분석하였다. 이를 상수도 관망 내에서 발생빈도가 잦고 피해영향이 큰 대표 수질사고 발생 시나리오 선정에 활용하였다. 과거 사례를 분석한 결과, 관망 내 대표적인 수질사고는 정상적 운영조건 (예, 정수처리문제에 의한 유출수내 고탁도 발생)뿐 만 아니라, 비정상적인 운영조건 (수계전환, 밸브조작 등에 의한 유속, 수압 변동에 의한 고탁도 발생)에서 발생 가능함을 확인하였다. 이와 같은 대표적 수질사고는 수리학적 조건의 변화에 따라 관망 내 수질이 변화되어 발생되므로, 수질사고의 현실적인 모의를 위해서는 합리적인 수리학적 관망해석이 수반되어야 한다. 상수관망 시스템의 수리해석 기법은 크게 수요기반해석(Demand Driven Analysis; DDA)과 수압기반해석(Pressure Driven Analysis; PDA)로 구분 가능하다. 기본적으로 정상적 운영조건은 수요기반해석의 수행이 적절하며, 비정상적 운영조건은 수압저하에 의한 수리적상태가 변동하므로 수압기반해석이 필수적이라 할 수 있다. 본 연구에서는 대표적 수질사고의 모의 시 필요한 적정수리해석 기법을 제안하고, 각 적정 해석기법 별 검·보정이 필요한 인자들에 대해 제시하였다. 이와 같은 수리해석 기법을 적절히 활용할 경우, 관망 내 탁수사고 발생 가능성이 높은 지점 등을 결정하는 방법론의 정확도가 높아질 것으로 기대된다.

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A Study on E-Marketplace Solution Selection Factors (e-마켓플레이스 솔루션 선정 요인에 관한 연구)

  • Kwon, Hyuk-In;Yoon, Sim;Lee, Eun-Hyung
    • Journal of Korea Multimedia Society
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    • v.5 no.6
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    • pp.712-729
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    • 2002
  • In this study, we evaluated degree of importance of e-marketplace solution selection factors. Factor analysis was conducted to find out relationships among various variables which come from literature survey. The result shows that 16(sixteen) -selection variables regarding solution characteristics could be grouped into four areas 'flexibility', 'ease of use', 'security', and 'economy'. And 11(eleven) selection variables regarding to vendor characteristics could be grouped into three areas, 'vendor's support', vendor's general situation', and 'vendor's business accomplishment`. Through various analysis, we found important factors for 3 types of operational companies, buyer-biased, seller biased and neutral. 'Security for data item' was showed as the most important factor for all kind of B2B operational companies. For buyer-biased companies, additional supporting manpower, solution education, and educational cost are shown to be more important factors than others. Place of education, education hours and education level are important for 'Neutral' companies. And the factor 'market share of vendor' are important for 'seller biased' companies.

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The Development of RFID Utility Statistical Analysis Tool (RUSAT) in Comparison to Barcode for Logistics Activities (물류활동에서 RFID와 바코드 시스템의 효용성 비교를 위한 통계분석 도구(RUSAT) 개발)

  • Ha, Heon-Cheol;Park, Heung-Sun;Kim, Hyun-Soo;Choi, Yong-Jung
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.5
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    • pp.137-146
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    • 2012
  • In SCM(Supply Chain Management), a management paradigm where the customer satisfaction is to be achieved by minimizing the cost, reducing the uncertainty, and obtaining the overall optimization. As it performs the integrated operation of the paths of information, assets, and knowledge from the raw material providers to the retailers, the adoption of RFID(Radio Frequency Identification) in SCM could be expected to magnify the effectiveness of the system. However, there is a huge risk by deciding whether or not RFID system is adopted without the objective analysis under the uncertain circumstances. This research paper presents the statistical analysis methodologies for the comparison of RFID with Barcode on the aspect of utility and the statistical analysis tool, RUSAT, which was programmed for nonstatisticians' convenience. Assuming a pharmaceutical industry, this paper illustrates how the data were entered and analyzed in RUSAT. The results of this research are expected to be used not only for the pharmaceutical related company but also for the manufacturer, the whole-saler, and the retailer in the other logistic industries.

The Quantification of the Up-zoning Criteria for Seoul's Youth-Housing Sites via the Space Syntax Method (공간구문론을 활용한 서울시 역세권 청년주택 대상지 용도상향 기준 계량화 방안)

  • Kim, Seong-Hun;Song, Min-Ho;Jeon, Seok-Hoon;Choei, Nae-Young;Bak, Min-Ho
    • Journal of Cadastre & Land InformatiX
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    • v.48 no.1
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    • pp.215-228
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    • 2018
  • After the housing shortage problem for the youths has invoked substantial social attention recently, Seoul's 2030 Youth Housing Program has been timely improvised and successfully providing the decent rental housing packages for the deprived youths of the City. Its housing supply rate, nevertheless, did not sufficiently catch up with the actual need of the youth group so that the program goal is seen by many to be difficult to readily achieve. In an effort to counteract such adversities, it is seen, in this study, that the clarification of the criteria that judges adjacency condition for up-zoning when a candidate housing site is adjoining to a denser land-use classes could be one effective method to augment its supply rate. This study, in this context, has performed spatial structure analyses via space syntax method against: 1) the conceptual diagram in the City's official manual that renders the acceptable adjacency conditions, and; 2) numerous real-world 2030 Youth Housing cases enlisted in the City's public notices that permit their construction. The consequences are that the axial map is not applicable whereas the convex map is adequate for the purpose at hand, and, among all the cases, those spaces that are adjacent with its Depth of less than 2 are seen to successfully satisfy the official adjacency condition for the up-zoning.

The analysis of demand and supply in contents for platform differentiation (플랫폼 차별화를 위한 콘텐츠 수요와 공급량 분석)

  • Park, Sang-Eun;Choi, Seong-Jhin;Lee, Young-Ju
    • Journal of Broadcast Engineering
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    • v.14 no.6
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    • pp.783-795
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    • 2009
  • We analyze the demand and supply in contents for platform differentiation in this paper. The contents provided by new platforms such DMB, IPTV which are introduced by the digital techniques and broadband network are almost same, so it is definitely necessary to differentiate the broadcasting contents for the development of telecommunication industry. To forecast the contents demand needed for each media, we assume 3 scenarios such as maximum, medium and minimum demand for contents considering deregulation of media policy. Also, we include the expected number of channels according to the changeover of policies as a variable for scenario. To predict the supply of contents of each media, we analyze 3 scenarios according to operating rates of production facilities as 100%, 70%, 50% and first-run ratio/rerun ratio of both terrestrial broadcastings and major program providers. The result shows that in case of scenario A, new contents for 453,484 hours are required every year and maximum contents that can be produced in present production facilities are just for 72,852 hours even in condition of 100% operating rate. This means that the unbalance of demand and supply of contents is extremely big and implies that the policies of focusing only on the development of platform and network industry are inadequate. It is time to foster contents business for differentiation of multiplatforms.

Research on the Number of Households and Population Estimates of Administrative Composite City (행정복합도시의 인구수 및 유형별 가구수 추정에 대한 연구: 1단계 사업성과를 기반으로)

  • Nam, Young-Woo;Kwon, Chi-Hung;Kim, Jong-Lim;Kim, Yong-Soon
    • Land and Housing Review
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    • v.7 no.4
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    • pp.165-175
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    • 2016
  • The Sejong Metropolitan Autonomous City is launched on July 1, 2012, and Phase 1 of the Multifunctional Administrative City Construction Project was completed in late 2015. Therefore, it is necessary through the results of the first phase of the project to check whether Sejong city can achieve the target population and number of households by 2030 and to use to determine the number and type of housing to be supplied next. Based on the presented results of the Phase 1 project period, this study estimate the population and number of households in 2030. For forecasting future population the population growth rate seen in the future of Sejong City's population forecast published by the National Statistical Office and the performance against plans Step 1 were used for forecasting future population. The results of analysis showed that the Multi-functional Administrative City is difficult to attract five hundred thousand people and two hundred thousand houses. In the analysis of households by type The Multi-functional Administrative City is The large proportion of 3-4 person households and high-income earners and Homeowners. But it increased the proportion of households with 1-2 people and rent house of the city grows in size and it is likely to change the level of income. Therefore, it is determined that there is a need to reflect these elements in next housing.

A RSU-Aided Resource Search and Cloud Construction Mechanism in VANETs (차량 네트워크에서 RSU를 이용한 리소스 검색 및 클라우드 구축 방안)

  • Lee, Yoonhyeong;Lee, Euisin
    • KIPS Transactions on Computer and Communication Systems
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    • v.9 no.3
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    • pp.67-76
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    • 2020
  • With the fast development in wireless communications and vehicular technologies, vehicular ad hoc networks (VANETs) have enabled to deliver data between vehicles. Recently, VANETs introduce a Vehicular Cloud (VC) model for collaborating to share and use resources of vehicles to create value-added services. To construct a VC, a vehicle should search vehicles that intend to provide their own resource. The single-hop search cannot search enough provider vehicles due to a small coverage and non-line-of-sights of communications. On the other hand, the multi-hop search causes very high traffics for large coverage searching and frequent connection breakages. Recently, many Roadside Units (RSUs) have been deployed on roads to collect the information of vehicles in their own coverages and to connect them to Internet. Thus, we propose a RSU-aided vehicular resource search and cloud construction mechanism in VANETS. In the proposed mechanism, a RSU collects the information of location and mobility of vehicles and selects provider vehicles enabled to provide resources needed for constructing a VC of a requester vehicle based on the collected information. In the proposed mechanism, the criteria for determining provider vehicles to provide resources are the connection duration between each candidate vehicle and the requester vehicle, the resource size of each candidate vehicle, and its connection starting time to the requester vehicle. Simulation results verify that the proposed mechanism achieves better performance than the existing mechanism.