• Title/Summary/Keyword: web-based application

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Enhancement and Application of SWAT Auto-Calibration using Korean Ministry of Environment 8-Day Interval Flow/Water Quality data (환경부 8일 유량.수질 자료를 이용한 SWAT 자동보정 모듈 개선 및 적용 평가)

  • Kang, Hyunwoo;Ryu, Jichul;Kang, Hyungsik;Choi, Jaewan;Moon, Jongpil;Choi, Joongdae;Lim, Kyoung Jae
    • Journal of Korean Society on Water Environment
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    • v.28 no.2
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    • pp.247-254
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    • 2012
  • Soil and Water Assessment Tool (SWAT) model has been widely used in estimation of flow and water quality at various watersheds worldwide, and it has an auto-calibration tool that could calibrate the flow and water quality data automatically from thousands of simulations. However, only continuous measured day flow/water quality data could be used in the current SWAT auto-calibration tool. Therefore, 8-day interval flow and water quality data measured nationwide by Korean Ministry of Environment (MOE) could not be used in SWAT auto-calibration even though long-term flow and water quality data in the Korean Total Maximum Daily Load (TMDL) watersheds available. In this study, current SWAT auto-calibration was modified to calibrate flow and water quality using 8-day interval flow and water quality data. As a result of this study, the Nash and Sutcliffe Efficiency (NSE) values for flow estimation using auto-calibration are 0.77 (calibration period) and 0.68 (validation period), and NSE value for water quality (T-P load) estimation (using the 8-day interval water quality data) is 0.80. The enhanced SWAT auto-calibration could be used in the estimation of continuous flow and water quality data at the outlet of TMDL watersheds and ungaged point of watersheds. In the next study, the enhanced SWAT auto-calibration will be integrated with Web based Load Duration Curve (LDC) system, and it could be suggested as methods of appraisal of TMDL in South Korea.

An Application of Ubiquitous Information Technology for Integrated Management of National Park (국립공원 통합관리를 위한 유비쿼터스 정보기술 활용방안)

  • Bae, Min-Ki
    • Journal of the Korean Association of Geographic Information Studies
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    • v.10 no.3
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    • pp.134-148
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    • 2007
  • There is not enough knowledge on how to use, build, and apply ubiquitous technologies such as the ubiquitous sensor network, GIS, statistic analysis system, mobile GPS system etc. Also there are other questions such as, how should the knowledge information resources be managed and web decision making system developed for national park management. The purpose of this study is to propose a framework for the national park integrated management system based on ubiquitous information technology. This study will include followings: 1) this study explores what ubiquitous information technologies are needed for national park management, 2) this study proposes building strategies about the spatial and attribute database using ubiquitous information technologies, and links methods among geographic information system, analysis program, sensor network, etc. The results of this study will contribute towards deciding a direction for national park policy in preparation for the ubiquitous computing oriented society.

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A Study on the Data Collection Methods based Hadoop Distributed Environment (하둡 분산 환경 기반의 데이터 수집 기법 연구)

  • Jin, Go-Whan
    • Journal of the Korea Convergence Society
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    • v.7 no.5
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    • pp.1-6
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    • 2016
  • Many studies have been carried out for the development of big data utilization and analysis technology recently. There is a tendency that government agencies and companies to introduce a Hadoop of a processing platform for analyzing big data is increasing gradually. Increased interest with respect to the processing and analysis of these big data collection technology of data has become a major issue in parallel to it. However, study of the collection technology as compared to the study of data analysis techniques, it is insignificant situation. Therefore, in this paper, to build on the Hadoop cluster is a big data analysis platform, through the Apache sqoop, stylized from relational databases, to collect the data. In addition, to provide a sensor through the Apache flume, a system to collect on the basis of the data file of the Web application, the non-structured data such as log files to stream. The collection of data through these convergence would be able to utilize as a basic material of big data analysis.

Development and Application of the Information Literacy Cubic Curriculum based on the Cubic Model in University (큐빅 모델에 기반한 대학교의 정보 소양 큐빅 교육과정 개발 및 적용)

  • Choe, Hyun-Jong
    • The Journal of Korean Association of Computer Education
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    • v.10 no.4
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    • pp.83-92
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    • 2007
  • Curriculum can represent the identity of University as an important factor, and especially university has sole power to design and manage his curriculum. So, the information literacy curriculum which teach students to create, store, communicate their knowledge is very important position in the liberal arts curriculum. Thus, this study designs the reference model as 3-dimensional cubic model for information literacy curriculum to help curriculum designers design, manage, and evaluate it. For developing this model, I researched many books and web sites about some of domestic and U.S. universities' curriculums, and made up some questionnaires about students' satisfaction and the direction of information literacy education. An information literacy curriculum was designed using this reference model and lots of students are satisfied with this curriculum after activating in this class. Designed cubic reference model which has a characteristic to expose flexible and systematic context representation in the university curriculum can guide researchers to design, manage, and evaluate information literacy curriculum.

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Development of Coupon System for Youth's Experiential Learning using QR Code (QR코드를 이용한 청소년 체험학습 쿠폰 시스템 개발)

  • Park, Soon-Ho;Kim, Yu-Doo;Moon, Il-Young
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.5 no.1
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    • pp.52-57
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    • 2013
  • Because of rapid spread of the PC, many users have been enjoying a variety of content as PC. Especially in recent years, young people has increased dramatically PC usage. Young people get more easily information using a PC. Especially they relieve their stress through online games and feel another fun of virtual reality. It is obviously a good effect that they contact IT culture with rapidly developed. But young people's perspective with world is narrow because of doing more indoor activities than outdoor. Therefore we built Spot experience voucher system using smart phone application. We hope that many young people act outdoor activities. And Our product offer hybrid device by developing HTML5-based app. Thus this app will give interest of spot-experience to young-people. So If young people use this app, they can have many experience and see diverse aspects.

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Development of Internet Web-Based UPS Remote Control System (인터넷 웹 기반 환경을 이용한 UPS 원격제어시스템 개발)

  • 김성환;최주엽;유권종;안현식
    • The Transactions of the Korean Institute of Power Electronics
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    • v.8 no.3
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    • pp.253-259
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    • 2003
  • This paper aims at developing remote control system to control and monitor distributed various devices such as UPS through internet. TCP/IP(Transmission Control Protocol/Internet Protocol) and UPS operated in a row are adopted for the network management protocol and the application device, respectively. For controlling and monitoring distributed devices in realtime, java-environment software is constructed. Also, HelloDevice, general-use interface controller between network device and applied device is proposed. Finally, serial communication such as RS-232C is used between controller and applied device.

Web-based Video Monitoring System on Real Time using Object Extraction and Tracking out (객체 추출 및 추적을 이용한 실시간 웹기반 영상감시 시스템)

  • 박재표;이광형;이종희;전문석
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.41 no.4
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    • pp.85-94
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    • 2004
  • Object tracking in a real time image is one of interesting subjects in computer vision and many Practical application fields during the past couple of years. But sometimes existing systems cannot find all objects by recognizing background noise as object. This paper proposes a method of object detection and tracking using adaptive background image in real time. To detect object which is not influenced by illumination and to remove noise in background image, this system generates adaptive background image by real time background image updating. This system detects object using the difference between background image and input image from camera. After setting up Minimum Bounding Rectangle(MBR) using the internal point of detected object, the system tracks object through this MBR In addition, this paper evaluates the test result about performance of proposed method as compared with existing tracking algorithm.

A Study on the Performance of Deep learning-based Automatic Classification of Forest Plants: A Comparison of Data Collection Methods (데이터 수집방법에 따른 딥러닝 기반 산림수종 자동분류 정확도 변화에 관한 연구)

  • Kim, Bomi;Woo, Heesung;Park, Joowon
    • Journal of Korean Society of Forest Science
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    • v.109 no.1
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    • pp.23-30
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    • 2020
  • The use of increased computing power, machine learning, and deep learning techniques have dramatically increased in various sectors. In particular, image detection algorithms are broadly used in forestry and remote sensing areas to identify forest types and tree species. However, in South Korea, machine learning has rarely, if ever, been applied in forestry image detection, especially to classify tree species. This study integrates the application of machine learning and forest image detection; specifically, we compared the ability of two machine learning data collection methods, namely image data captured by forest experts (D1) and web-crawling (D2), to automate the classification of five trees species. In addition, two methods of characterization to train/test the system were investigated. The results indicated a significant difference in classification accuracy between D1 and D2: the classification accuracy of D1 was higher than that of D2. In order to increase the classification accuracy of D2, additional data filtering techniques were required to reduce the noise of uncensored image data.

The Research Collaboration Pattern of Library and Information Science Field in Korea: Application of Collaboration Indices (국내 문헌정보학 분야의 연구협업 패턴에 관한 연구: - 협업지수의 적용 -)

  • Park, Ji-Hong;Heo, Ji-Young
    • Journal of Korean Library and Information Science Society
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    • v.48 no.1
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    • pp.191-206
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    • 2017
  • The purpose of this study is to compare the characteristics of research collaborations in the field of LIS. While there are several studies under the unit of analysis of country, there are only a few studies under the unit of analysis of institution in LIS field. For this analysis, we selected eight journals in the KCI (Korea Citation Index) web site, which correspond to the field of LIS through subject classification. The collaborative indices, Collaborative Coefficient, Co-Authorship Index, Local Collaborative Index (LCI), Domestic Collaborative Index (DCI) allowed us to comparatively analyze institutional collaboration patterns in LIS field. In the case of Chung-Ang University, Yonsei University, and Ewha Womans University, collaborative research among professors, graduate students, and professors reflected the fact that collaborations among universities are often performed with professors. In the case of KISTI, which showed a very high index value, the characteristics of project-based research are reflected in the research collaboration pattern.

An Active Network Execution Environment for on Demand Customization of Communication Protocols and Services (맞춤형 통신 프로토콜과 서비스를 위한 액티브 네트워크 실행환경)

  • Lee Hwa Young;Kang Bo-young;Lim Kyungshik
    • The KIPS Transactions:PartC
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    • v.11C no.7 s.96
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    • pp.937-950
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    • 2004
  • In this paper, we present the design and implementation of new execution environment named Customizable Architecture for Flexible Execution Environment(CAFEs) that supports the mechanism of protocol customization and service referencing. We introduce a new concept as micro protocols and active services to enhance software reusability. Micro protocol represents a specific algorithm or functionality of existing network protocol and the active service is in charge of binding legacy application and releasing the active network oriented services. The pro-posed active network execution environment is made up of three parts, virtual network system, protocol and service manager, event engine. First, the virtual network system is used to connect each active nodes using virtual network channels which are based on multiple existing protocol layers. Second, the protocol and service manager is responsible for composing micro protocols and active services to develop new network proto-col and service easily. Finally, the event engine is used to detect the automatic transition of system components using event delegation model. To verify the CAFTs, we have an experiment about the delivery of web contents which are suitable for the user's terminals in the wireless Internet environment. As a result. we are able to obtain the availability of developed execution environment.