• Title/Summary/Keyword: Web Service Development

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Urinary Stones Segmentation Model and AI Web Application Development in Abdominal CT Images Through Machine Learning (기계학습을 통한 복부 CT영상에서 요로결석 분할 모델 및 AI 웹 애플리케이션 개발)

  • Lee, Chung-Sub;Lim, Dong-Wook;Noh, Si-Hyeong;Kim, Tae-Hoon;Park, Sung-Bin;Yoon, Kwon-Ha;Jeong, Chang-Won
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.11
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    • pp.305-310
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    • 2021
  • Artificial intelligence technology in the medical field initially focused on analysis and algorithm development, but it is gradually changing to web application development for service as a product. This paper describes a Urinary Stone segmentation model in abdominal CT images and an artificial intelligence web application based on it. To implement this, a model was developed using U-Net, a fully-convolutional network-based model of the end-to-end method proposed for the purpose of image segmentation in the medical imaging field. And for web service development, it was developed based on AWS cloud using a Python-based micro web framework called Flask. Finally, the result predicted by the urolithiasis segmentation model by model serving is shown as the result of performing the AI web application service. We expect that our proposed AI web application service will be utilized for screening test.

The Study on The Evaluation of the Service Quality of the Public Administration Web Sites -the comparison of Services between online and offline- (공공기관 인터넷 사이트의 행정서비스 품질 평가에 관한 연구 - 오프라인/온라인 비교분석)

  • Kim, Hak-Hee;Kim, Kyoung-June;Park, Jung-Hee
    • Journal of Digital Convergence
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    • v.5 no.1
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    • pp.141-157
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    • 2007
  • Due to the development of Internet and networking technologies, it is much more easier to get in touch with public service through the web services such as tax, travel information, getting a job, etc. In order to measure the quality of official government web sites, we are to test the difference between the web quality of the government sites and the offline feature of the same official service by means of customer perspectives. The resulting of this study show that the quality of official web site has been improved so far though such areas as privacy, security needed to be updated. Especially the web interface or contact point of the digital media should be reflected customer's need so that the online materials may be quickly updated according to the request of client's.

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A Design of X-internet Development Framework by Using Flash Component and Service API (플래시 컴포넌트와 서비스 API를 이용한 X-인터넷 개발 프레임워크 설계)

  • Ko, Dae-Sik
    • Journal of Information Technology Services
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    • v.5 no.3
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    • pp.165-172
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    • 2006
  • In this paper, we designed a new type of X-internet framework by using Flash component and server service API and analyzed its performance. Proposed X-internet framework uses Flash MX Professional 2004, Java, and software which opened middleware and database. Since proposed framework use the server service API that we developed in this paper and Flash player, this framework does not need server module. Proposed framework enables to obtain design with dynamic user interface compare to Web application and enables to reduce development time. In analytical results, it has been shown that proposed x-internet framework have efficient characteristics such as network traffic, low development cost and dynamic user interface implementation. Since proposed X-internet framework can operate in environment of current developer friendly, it is useful for development of various new application programs and we confirm it through Flash web mail implementation by using proposed x-internet framework.

Goal-oriented analysis for Web Services application Development (Web Services 어플리케이션 개발을 기한 Goal지향의 분석 방안)

  • 김은정;김진태;박수용
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04b
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    • pp.406-408
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    • 2002
  • 광범위하게 이용하고 있는 웹은 기존에 텍스트나 이미지만을 제공하던 정적인 정보에서 사용자 위주의 서비스 중심으로 변화하고 있다. 웹 환경의 변화는 Web Services를 등장 시켰고 산업계에서 이미 이를 위한 표준화 작업 및 표준에 따른 Web Services 개발을 주력하고 있다. 이에 Web Services를 이용한 어플리케이션 개발이 또 다른 소프트웨어 공학적 이슈로 대두되어 그를 위안 연구가 진행 중이다. 본 논문에서는 Web Services 어플리케이션 개발을 위한 목표 지향 분석 방안을 제시하고 결론과 시멘틱 웹 의 표현 기준의 하나인 DAML로 변환하는 알고리즘이 향후 연구되어야 할 과제임을 논한다

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Ontology describing Process Information for Web Services Discovery (웹 서비스 발견을 위해 프로세스 정보를 기술하는 온톨로지)

  • Yu, Jeong-Youn;Lee, Kyu-Chul
    • The Journal of Society for e-Business Studies
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    • v.12 no.3
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    • pp.151-175
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    • 2007
  • Until now, most semantic web service discovery research has been carried out using either Web Service Modeling Ontology (WSMO) or a profile of OWL-based Web Service ontology (OWL-S). However, such efforts have focused primarily on service name and input/output ontology. Thus, the internal information of a service has not been utilized, and queries regarding internal information such as 'Find book-selling services allowing payment after delivery' are not addressed. This study outlines the development of TM-S (Topic Maps for Service) ontology and TMS-QL (TM-S Query Language), two novel technologies that address the aforementioned issues in semantic web service discovery research. TM-S ontology describes the behavior of services using process information and consists of three sub-ontologies: process signature ontology, process structure ontology and process concept ontology. TMS-QL allows users to describe service discovery requests.

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Development of System Architecture and Method to Reprocess Data for Web Service of Educational Power Flow Program (교육용 전력조류계산 프로그램의 웹 서비스를 위한 시스템 구성 및 데이터 재가공 방법론 개발)

  • 양광민;이기송;박종배;신중린
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.53 no.6
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    • pp.324-333
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    • 2004
  • This paper discusses the development of an educational web-based power flow program for undergraduate students. The interaction between lectures and users can be much enhanced via the web-based programs which result in the student's learning effectiveness on the power flow problem. However the difficulties for developing web-based application programs are that there can be the numerous unspecified users to access the application programs. To overcome the aforementioned multi-users problem and to develope the educational web-based power flow program, we have revised the system architecture, the modeling of application programs, and database which efficiently and effectively manages the complex data sets related to the power flow analysis program. The developed application program is composed of the physical three tiers where the middle tier is logically divided into two kinds of application programs. The divided application programs are interconnected by using the Web-service based on XML (Extended Markup Technology) and HTTP (Hyper Text Transfer Protocol) which make it possible the distributed computing technology Also, this paper describes the method of database modeling to handle effectively when the numerous users change the parameters of the power system to compare the results of the base case.

Facilitating Web Service Taxonomy Generation : An Artificial Neural Network based Framework, A Prototype Systems, and Evaluation (인공신경망 기반 웹서비스 분류체계 생성 프레임워크의 실증적 평가)

  • Hwang, You-Sub
    • Journal of Intelligence and Information Systems
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    • v.16 no.2
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    • pp.33-54
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    • 2010
  • The World Wide Web is transitioning from being a mere collection of documents that contain useful information toward providing a collection of services that perform useful tasks. The emerging Web service technology has been envisioned as the next technological wave and is expected to play an important role in this recent transformation of the Web. By providing interoperable interface standards for application-to-application communication, Web services can be combined with component based software development to promote application interaction both within and across enterprises. To make Web services for service-oriented computing operational, it is important that Web service repositories not only be well-structured but also provide efficient tools for developers to find reusable Web service components that meet their needs. As the potential of Web services for service-oriented computing is being widely recognized, the demand for effective Web service discovery mechanisms is concomitantly growing. A number of public Web service repositories have been proposed, but the Web service taxonomy generation has not been satisfactorily addressed. Unfortunately, most existing Web service taxonomies are either too rudimentary to be useful or too hard to be maintained. In this paper, we propose a Web service taxonomy generation framework that combines an artificial neural network based clustering techniques with descriptive label generating and leverages the semantics of the XML-based service specification in WSDL documents. We believe that this is one of the first attempts at applying data mining techniques in the Web service discovery domain. We have developed a prototype system based on the proposed framework using an unsupervised artificial neural network and empirically evaluated the proposed approach and tool using real Web service descriptions drawn from operational Web service repositories. We report on some preliminary results demonstrating the efficacy of the proposed approach.

Performance Testing of Composite Web-Service with Aspect-Based WS-BPEL Extension

  • Kim, Jong-Phil;Sung, Dong-Hyuk;Hong, Jang-Eui
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.5 no.10
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    • pp.1841-1861
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    • 2011
  • The advance in Service-Oriented Architecture (SOA) and web services has led to the development of new types of a system in which heterogeneous service components can connect and compose to solve a complex business problem. In the SOA, even though these service components are valid in their functionality, there is a need to test their behaviors when those services are composited. In recent years, WS-BPEL has received a wide acceptance as a means of integrating distributed service components. To test the composite service, the existing testing techniques have been focused on the functional features based on the WS-BPEL process. However as SOA approach is applying to real-time software development, the performance of composite service becomes one of important issues. This paper proposes a technique to the performance testing of a composite service with WS-BPEL extension which combined with the concept of aspect. Our WS-BPEL extension has been made towards annotating aspect component which is measuring the response time of the composite service. This paper also explains the procedure of performance testing with on-line transaction system. Our technique can apply to choose an adequate component in service composition with considering the performance among several candidate web service components.

Study on Suitability for Web Service of River Geospatial Information (하천공간정보 웹 서비스의 적합성에 관한 연구)

  • HONG, Sung-Soo;SHIN, Hyung-Jin;HWANG, Eui-Ho;CHAE, Hyo-Suk
    • Journal of the Korean Association of Geographic Information Studies
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    • v.22 no.2
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    • pp.121-132
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    • 2019
  • Recently as development of internet, Service based on World Wide Web is rapidly growing. According to this, Importance for suitability of web service is emphasized by increased user with development of technique of web service. Geospatial information field included with River Geospatial information(HydroG-OneFlow) has been doing that many study about web service which center of IT, However study about test of web service is lacking of situation. Accordingly, verification should be carried out to determine the performance of Web services with the Web services implementation HydroG-OneFlow. Performance & stability test are verified that HydroG-OneFlow for Apache Jmeter of open source and conformability & interoperability test are verified for StyleCop. Result of performance is that if users are increase the number of 500, average responses time is about two seconds. and Result of reliability is that if users are increase the number of 500, decrease about 0.2%. it is verified that conformability and interoperability test to swelled about reliability of HydroG-OneFlow. Through that It will be compensate for the implementation of seb service and vulnerability of HydroG-OneFlow.

Analysis of Quality Measurement & Evaluation Index in applying Web Information Service I (Web 정보서비스 평가를 위한 기존 측정지표 분석 I)

  • Yoo, Sa-Rah
    • Journal of the Korean Society for Library and Information Science
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    • v.34 no.3
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    • pp.133-156
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    • 2000
  • A fundamental issue to consider when searching Web information is the quality of information itself and of service. If a Quality Information System (QIS) of Digital Library is sought, new measurement criteria and evaluation index for Web information service are required. Reliance on the existing evaluation criteria is not acceptable if data retrieved are not information and the service is only noise to end-user. Applying existing evaluation criteria of online database to Environmental & Energy Engineering Web DB revealed the limitations and provided a practical and case-based information for improvement. No attempt was made to survey comprehensively all of the evaluation methods that could possibly be relevant. Instead, this discussion concentrates on the information service evaluation index being developed in the KDPC Project. The research found that domestic Web-DB service are still woefully insufficient to conduct comprehensive investigations on environmental topics. More qualified and specialized R&D Web information service and the development of new evaluation criteria based on this investigation(research I.) will be discussed in follow-up research II.

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