• Title/Summary/Keyword: 생성모형

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Study on Development of the Air Pollution Management System for Disaster Prevention of Air Pollution (대기오염 재해방지를 위한 대기오염 관리시스템 구축에 관한 연구)

  • Lim, Ik-Hyun;Hwang, Eui Jin;Ryu, Ji Hyeob
    • Journal of Korean Society of societal Security
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    • v.2 no.1
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    • pp.65-74
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    • 2009
  • In this study, the air pollution management system based GIS has been developed to estimate the emission rate and air pollution modeling of air pollutants, effectively. This system is able to estimate emission rate of air pollutant and to analyze the emission characteristics with high spatial and temporal resolution. air pollution modeling. The air pollution management system was applied to Gwangyang Bay including large industry complex with a large number of emission sources. The air pollution management system was constructed using the spatial database of emission sources in Gwangyang Bay. It was found that the estimated emission rates of air pollutants is similar to the emission characteristics in Gwangyang Bay. Also, the spatial distribution of pollutants was similar to the location of emission sources. The predicted results of air pollution model was showed a good correlation coefficient (0.75) for TSP. The air pollution management system is expected to be effective tool (database system (GIS)) for the management and the control of air pollution.

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Investigating an Automatic Method in Summarizing a Video Speech Using User-Assigned Tags (이용자 태그를 활용한 비디오 스피치 요약의 자동 생성 연구)

  • Kim, Hyun-Hee
    • Journal of the Korean Society for Library and Information Science
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    • v.46 no.1
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    • pp.163-181
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    • 2012
  • We investigated how useful video tags were in summarizing video speech and how valuable positional information was for speech summarization. Furthermore, we examined the similarity among sentences selected for a speech summary to reduce its redundancy. Based on such analysis results, we then designed and evaluated a method for automatically summarizing speech transcripts using a modified Maximum Marginal Relevance model. This model did not only reduce redundancy but it also enabled the use of social tags, title words, and sentence positional information. Finally, we compared the proposed method to the Extractor system in which key sentences of a video speech were chosen using the frequency and location information of speech content words. Results showed that the precision and recall rates of the proposed method were higher than those of the Extractor system, although there was no significant difference in the recall rates.

Field Applicability of Augmented Reality Technology by Marker Mapping for Construction Project (Focused on Measurement Process of Rebar Work) (마커방식 증강현실기법의 건설현장 적용성 연구 (철근배근 검측업무 사례적용))

  • Kim, SunYoung;Kim, HyeonSeung;Moon, HyounSeok;Kang, LeenSeok
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.33 no.6
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    • pp.2509-2518
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    • 2013
  • Augmented reality (AR) technology visualizes a real type object that cannot simulate in virtual reality technology by overlapping a virtual object and real object in a computer system. This study suggests a methodology and prototype system for applying AR system to rebar distribution work in a civil engineering project. Rebar work in civil engineering project is a representative activity that is progressed by empirical approach of skilled labor rather than formalized manual. AR technology improves the constructability of rebar work because AR tool can identify missing rebars and different rebars comparing with the drawings. AR system developed in this study can enhance the understanding of rebar work using 3D modeling with real image of construction site and save construction cost by reducing reconstruction work.

Analysis of Changes in Sociality of Gifted Elementary Students Depending on LT Cooperative Learning (LT 협동학습에 따른 초등 정보영재의 사회성 변화 분석)

  • Kang, Oh-Han
    • The Journal of Korean Association of Computer Education
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    • v.21 no.1
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    • pp.23-30
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    • 2018
  • In this paper, the elementary students from the Information class of the Science Education Institute for the Gifted were divided into the experimental and control groups. The two groups took Scratch programming classes and the changes in their sociality were analyzed. The experimental group used the Scratch remix function, an educational programming language, to perform the LT cooperative learning. The control group took general instructor-led classes. The experimental group carried out a team project in which learners should cooperate with each other to produce certain results using the remix function. Twelve 3-hour lessons were taken by the experimental and control groups consisting of 30 and 30 students respectively to verify changes depending on remix-based cooperative learning. According to t-test using the survey results, the experimental group that performed cooperative learning using the Scratch remix function showed more improved sociality than the control group did. There was a statistically significant difference as well.

Analysis on Playing Pattern of Mobile RPG's Combat Contents - Focus on - (모바일 역할수행 게임 전투 콘텐츠의 플레이 패턴 연구 - <세븐 나이츠>를 중심으로 -)

  • Lyou, Chul-Gyun;Kim, HwaHyun
    • Journal of Korea Game Society
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    • v.16 no.5
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    • pp.69-78
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    • 2016
  • A sense of oneness between a player and an avatar is more emphasized than role-playing itself in Korean RPG playing. Because of this tendency, the main contents of smart phone-based mobile RPG are mainly focus on combat. As PvP occurs more frequently in mobile RPG, playing experiences are diversified from sensitive control to simple repetition. Also, the auto-combat function offered in game system ingenerates funs from testing a mental model that a player statistically sets before playing. This paper analyzes the process of generating fun in mobile RPG based on Ralph Koster's Game Grammar theory. is selected as subject of this analysis. The pattern of mobile RPG playing is dichotomized : automation of producing materials and concentration on raid and PvP contents.

A Study on the Structure of Research Domain for Internet of Things Based on Keyword Analysis (키워드 분석 기반 사물인터넷 연구 도메인 구조 분석)

  • Namn, Su-Hyeon
    • Management & Information Systems Review
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    • v.36 no.1
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    • pp.273-290
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    • 2017
  • Internet of Things (IoT) is considered to be the next wave of Information Technology transformation after the Internet has changed the process of doing business. Since the domain of IoT ranging from the sensor technology to service to the users is wide, the structure of the research domain is not delineated clearly. To do that we suggest to use the Technology Stack Model proposed by Porter et al.(2014) to measure the maturity level of IoT in organizations. Based on the Stack Model, for the general understandings of IoT, we do keyword analyses on the academic papers whose major research issue is IoT. It is found that the current status of IoT application from the perspectives of cloud and big data analytics is not active, meaning that the real value of IoT has not been realized. We also examine the cases which deal with the part of cloud process which is crucial for value accrual. Based on these findings, we suggest the future direction of IoT research. We also propose that IT is to value chain what IoT is to the Stack Model to derive value in organizations.

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A Real-time Traffic Signal Control Algorithm based on Travel Time and Occupancy Rate (통행시간과 점유율 기반의 실시간 신호운영 알고리즘)

  • Park, Soon-Yong;Jeong, Young-Je
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.671-680
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    • 2016
  • This research suggested a new real-time traffic signal control algorithm using fusion data of the travel time and the occupancy rate. This research applied the travel time data of traffic information system to traffic signal operation, and developed the signal control process using the degree of saturation that was estimated from the travel time data. This algorithm estimates a queue length from the travel time based on a deterministic delay model, and includes the process to change from the queue length to the degree of saturation. In addition, this model can calculate the traffic signal timings using fusion data of the travel time and the occupancy rate based on the saturation degree. The micro simulation analysis was conducted for effectiveness evaluation. We checked that the average delay decreased by up to 27 percent. In addition, we checked that this signal control algorithm could respond to a traffic condition of oversaturation and detector breakdown effectively and usefully. This research has important contribution to apply the traffic information system to traffic signal operation sectors.

Individualized Learning System based on Learning Object, through Semantic Sequencing by Learning Task Types (학습과제 유형별 유의미 연결을 통한 학습객체 기반 개별화 학습 시스템)

  • Hong, Ji-Young;Song, Ki-Sang
    • The Journal of Korean Association of Computer Education
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    • v.7 no.6
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    • pp.47-58
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    • 2004
  • To generate individualized and adaptive course, it's required to have the foundation structure in which learning objects are connected with each other with logical relevances. Each learner can have peculiar learning path at each point of time of learning through the logical relevancy between those learning objects and various links, considering individual learner. The purpose of this study is to design a learning object-basis individualized learning system structure, considering semantic sequencing by learning task types. It is our understanding that the individualized learning system design model of this study, considering the relevancy between learning objects, can be a fresh trial to accommodate semantic learning and true educational spirits in e-Learning at this point of time when criticism, such as the learning object based course design is simply a collection of meaningless objects, etc., is becoming influential.

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Recirculation Characteristics by the Inlet Angle and Dome Size of a Liquid Ramjet Combustor using PIV Method (PIV측정을 통한 램제트 연소기의 유입각과 돔 크기에 따른 선회 유동 특성)

  • Kim, Gyu-Nam;Lee, Choong-Won;Sohn, Chang-Hyun
    • Journal of the Korean Society of Propulsion Engineers
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    • v.11 no.1
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    • pp.51-56
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    • 2007
  • Flow characteristics in a liquid fuel ramjet combustor were investigated using the PIV method. The combustor has two rectangular inlets that form a $90^{\circ}$ angle each other. Three cases of test combustors are made in which those inlet angles are $30^{\circ},\;45^{\circ}\;and\;60^{\circ}$. The experiments were performed in a water tunnel test with the same Reynolds number as Mach 0.3 at the inlet. PIV software was developed to measure the characteristics of the flow field in the combustor. A large and complex recirculating flow was measured in the dome area with 4 different dome size. Experimental results shows that 1/3 dome size of combustor diameter is suitable and smaller inlet angle provide large recirculation flow at the dome of combustor as a frame holder in this experimental ranges but need to consider secondary recirculation flow in a junction region to optimize the configuration of ramjet combustor.

Generation of Freak Waves in a Numerical Wave Tank and Its Validation in Wave Flume (수치파 수조에서의 극치파 생성과 수조실험을 통한 검증 연구)

  • Jeong, Seong-Jae;Park, Seong-Wook
    • Journal of the Society of Naval Architects of Korea
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    • v.46 no.5
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    • pp.488-497
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    • 2009
  • The freak wave, also known as New-Year-Wave in the north Atlantic, is relatively large and spontaneous ocean surface wave that can sink even large ships and destroy maritime structures. To understand oceanic conditions that develop freak waves, we simulated and generated two versions of scale-downed waves (1:64 and 1:42) in a numerical wave tank and compared the results with the experiment in wave flume. Both of the breaking and non-breaking waves were generated in the simulation. The numerical simulation was implemented based on the finite volume method and a genetic optimization algorithm. Random values were assigned as the initial values for the parameter in the control function, which produced signals representing the motion of wave-maker. The same signal obtained from the optimization process was used for both of the simulation and the experiment. By varying the object function and restrictions of the simulation, a best profile of design wave was selected based on the characteristics, height and period of simulated waves. Results showed that the simulation and experiment with the scale of 1:42 agreed better with freak waves in the natural condition. The presented simulation method will contribute to saving the time and cost for conducting subsequent response analyses of motion under freak waves in the course of the model test for ship and maritime structure.