• Title/Summary/Keyword: software framework

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Framework Switching of Speaker Overlap Detection System (화자 겹침 검출 시스템의 프레임워크 전환 연구)

  • Kim, Hoinam;Park, Jisu;Cha, Shin;Son, Kyung A;Yun, Young-Sun;Park, Jeon Gue
    • Journal of Software Assessment and Valuation
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    • v.17 no.1
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    • pp.101-113
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    • 2021
  • In this paper, we introduce a speaker overlap system and look at the process of converting the existed system on the specific framework of artificial intelligence. Speaker overlap is when two or more speakers speak at the same time during a conversation, and can lead to performance degradation in the fields of speech recognition or speaker recognition, and a lot of research is being conducted because it can prevent performance degradation. Recently, as application of artificial intelligence is increasing, there is a demand for switching between artificial intelligence frameworks. However, when switching frameworks, performance degradation is observed due to the unique characteristics of each framework, making it difficult to switch frameworks. In this paper, the process of converting the speaker overlap detection system based on the Keras framework to the pytorch-based system is explained and considers components. As a result of the framework switching, the pytorch-based system showed better performance than the existing Keras-based speaker overlap detection system, so it can be said that it is valuable as a fundamental study on systematic framework conversion.

Risk Management Software Utilization in the Singapore Construction Industry: Evaluation and Improvement

  • Hwang, Bon-Gang;Chua, Pee Mee
    • Journal of Construction Engineering and Project Management
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    • v.1 no.2
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    • pp.28-36
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    • 2011
  • Risk management is popularly and widely used in various industries to handle uncertainty that can negatively affect their businesses. While in the current Information-Technology oriented age, software packages are designed to assist in carrying out risk management processes, the construction industry does not seem to have software that is tuned to its specific characteristics and processes. Therefore, this study first explores the types of software that are commonly used for risk management in the Singapore construction industry. Also, using one-sample t-test, it is tested if the software programs used in the construction industry have effectively catered the needs of the users. For the analysis, a survey questionnaire was developed and the representatives from 34 companies participated in the survey. Furthermore, this study also makes use of the current risk management framework defined in ISO31000 to design a risk management software algorithm that can suit the needs for the Singapore construction industry. The results from this study will contribute to identifying strategic areas, in terms of use of risk management software, on which the industry needs to focus, ultimately enhancing their performance of risk management.

Task Assignment Model for Crowdsourcing Software Development: TAM

  • Tunio, Muhammad Zahid;Luo, Haiyong;Wang, Cong;Zhao, Fang;Gilal, Abdul Rehman;Shao, Wenhua
    • Journal of Information Processing Systems
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    • v.14 no.3
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    • pp.621-630
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    • 2018
  • Selection of a suitable task from the extensively available large set of tasks is an intricate job for the developers in crowdsourcing software development (CSD). Besides, it is also a tiring and a time-consuming job for the platform to evaluate thousands of tasks submitted by developers. Previous studies stated that managerial and technical aspects have prime importance in bringing success for software development projects, however, these two aspects can be more effective and conducive if combined with human aspects. The main purpose of this paper is to present a conceptual framework for task assignment model for future research on the basis of personality types, that will provide a basic structure for CSD workers to find suitable tasks and also a platform to assign the task directly. This will also match their personality and task. Because personality is an internal force which whittles the behavior of developers. Consequently, this research presented a Task Assignment Model (TAM) from a developers point of view, moreover, it will also provide an opportunity to the platform to assign a task to CSD workers according to their personality types directly.

A New Methodology for Software Module Characterization

  • Shin, Miyoung;Nam, Yunseok
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.434-437
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    • 1999
  • The primary aim of this paper is to introduce and illustrate a radial basis function (RBF) modeling approach fur software module characterization, as an alternative to current techniques. The RBF model has been known to provide a rich analytical framework fur a broad class of so-called pattern recognition problems. Especially, it features both nonlinearity and linearity which in general are treated separately by its learning algorithm, leading to offer conceptual and computational advantages. Furthermore, our new modeling methodology fer determining model parameters has a sound mathematical basis and showed very interesting results in terms of model consistency as well as performance.

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Software Evaluation Framework for Package Software Quality Certification (패키지 소프트웨어 품질 인증을 위한 시험.평가 프레임워크)

  • 박상욱;정영은;이원천;김순용
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10a
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    • pp.532-534
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    • 2001
  • 영세한 국내 소프트웨어 개발 업체들의 인지도 향상과 소프트웨어 산업의 자발적인 품질 개선 노력 유도를 위해 소프트웨어 품질 인증 사업이 2001년 1월부로 가동되었다. 소프트웨어 품질 인증을 위해서는 소프트웨어 품질을 시험.평가하기 위한 여러 기술들이 필요하다. 본 논문에서는 다양한 소프트웨어 품질 시험.평가 기술들 중 시험.평가 방법 측면에서 현재까지 연구되어 적용되고 있는 현황을 중심으로 기술하고자 한다.

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The Framework of Efficient Project Quality Management for Small-scale Organizations (중소규모 조직을 위한 효율적인 프로젝트 품질관리 프레임워크)

  • Park, Jongmo;Si, Junghee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.04a
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    • pp.1163-1166
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    • 2012
  • 프로젝트의 성공을 위해서는 프로젝트 품질을 관리해야 한다. 본 논문에서는 중소기업의 프로젝트 품질관리 개선을 위해 품질관리 국제모델과 감리프레임워크를 참고하여 개발한 프로젝트 품질관리 프레임워크를 통해 품질관리 개선사례를 제시한다. 제시된 품질관리 프레임워크를 23개 중소기업에 적용한 사례를 살펴보고 품질관리를 통해 프로젝트 목표달성에 기여했음을 보인다.

Evaluation of different attacks on Knowledge Based Authentication technique

  • Vijeet Meshram
    • International Journal of Computer Science & Network Security
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    • v.23 no.4
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    • pp.111-115
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    • 2023
  • Knowledge Based Authentication is the most well-known technique for user authentication in a computer security framework. Most frameworks utilize a straightforward PIN (Personal Identification Number) or psssword as an data authenticator. Since password based authenticators typically will be software based, they are inclined to different attacks and weaknesses, from both human and software.Some of the attacks are talked about in this paper.

Design of platform supporting for healthcare context information service based on multi-agent (멀티 에이전트 기반 헬스케어 상황정보 서비스 플랫폼의 설계)

  • Park, Moo-Hyun;Jeong, Chang-Won;Joo, Su-Chong
    • Journal of Internet Computing and Services
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    • v.9 no.3
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    • pp.9-24
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    • 2008
  • In this paper, we describes the design of software architecture supporting for healthcare context information service platform based on multi agent in home environment. In this platform, the DOGF supports the execute object and healthcare sensors and device's logical services grouping. JADE framework can support mobility in heterogeneous environment. The multi agents on platform order to support a healthcare context information service it will be able to divide. An agent collects an environment information from distributed devices. Another an agent follows mobile-device specific and it does a different service. And an agent where it manages like this. The mobile-proxy&agent is an interface part between DOGF and JADE, support data interchange or mobility pattern. For DOGF and JADE to provide healthcare context information service, we describes the design of multi agent software platform and multi agent classification by services. Finally we showed the system environments which is physical environments and prototype based on platfonn for healthcare context information services.

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Multidisciplinary Aircraft Wing Design Using the MDO Framework (MDO 프레임워크 개발을 통한 항공기 날개 통합최적화 설계)

  • Lee, Jae-Woo;Kim, Jong-Hwan;Jeang, Ju-Young;Jeon, Kwon-Su;Byun, Yung-Hwan
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.32 no.6
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    • pp.23-33
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    • 2004
  • MDO framework, which provides multidisciplinary system design and optimization environment, requires integration of the analyses codes developed at various computer languages and operating systems, integration of CAD and DBMS, and development of complex GUI. Emphases must be given to the software modification and upgrades in conjunction with the analysis code addition and MDO method implementation. In this study, techniques about system integration and analysis code interface have been studied extensively, and the database design and communication methods which can handle the MDO methods like MDF and CO have been studied. Using the dedicated MDO framework developed for the air vehicle design, the multidisciplinary fighter aircraft wing design has been performed to demonstrate the efficiency and usefulness of the software. Optimum wing configuration is derived using the gradient-based optimization methods within thirty design iterations.

Design and Implementation of Distributed Object Framework Supporting Audio/Video Streaming (오디오/비디오 스트리밍을 지원하는 분산 객체 프레임 워크 설계 및 구현)

  • Ban, Deok-Hun;Kim, Dong-Seong;Park, Yeon-Sang;Lee, Heon-Ju
    • Journal of KIISE:Computing Practices and Letters
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    • v.5 no.4
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    • pp.440-448
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    • 1999
  • 본 논문은 객체지향형 분산처리 환경 하에서 오디오나 비디오 등과 같은 실시간(real-time) 스트림(stream) 데이타를 처리하는 데 필요한 소프트웨어 기반구조를 설계하고 구현한 내용을 기술한다. 본 논문에서 제시한 DAViS(Distributed Object Framework supporting Audio/Video Streaming)는, 오디오/비디오 데이타의 처리와 관련된 여러 소프트웨어 구성요소들을 분산객체로 추상화하고, 그 객체들간의 제어정보 교환경로와 오디오/비디오 데이타 전송경로를 서로 분리하여 처리한다. 분산응용프로그램 작성자는 DAViS에서 제공하는 서비스들을 이용하여, 기존의 분산프로그래밍 환경이 제공하는 것과 동일한 수준에서 오디오/비디오 데이타에 대한 처리를 표현할 수 있다. DAViS는, 새로운 형식의 오디오/비디오 데이타를 처리하는 부분을 손쉽게 통합하고, 하부 네트워크의 전송기술이나 컴퓨터시스템 관련 기술의 진보를 신속하고 자연스럽게 수용할 수 있도록 하는 유연한 구조를 가지고 있다. Abstract This paper describes the design and implementation of software framework which supports the processing of real-time stream data like audio and video in distributed object-oriented computing environment. DAViS(Distributed Object Framework supporting Audio/Video Streaming), proposed in this paper, abstracts software components concerning the processing of audio/video data as distributed objects and separates the transmission path of data between them from that of control information. Based on DAViS, distributed applications can be written in the same abstract level as is provided by the existing distributed environment in handling audio/video data. DAViS has a flexible internal structure enough to easily incorporate new types of audio/video data and to rapidly accommodate the progress of underlying network and computer system technology with very little modifications.