• Title/Summary/Keyword: Automatic Test Data Generation

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Automatic UML-based Test Data Generating Tool: AUTEG (UML기반의 테스트 데이타 자동생성 도구 : AUTEG)

  • Kim, Cheong-Ah;Choi, Byoung-Ju
    • Journal of KIISE:Computing Practices and Letters
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    • v.8 no.3
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    • pp.268-276
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    • 2002
  • In this paper we suggest a method to produce automatically teat data using UML development diagrams, and analytically describe the application of a tool, Automatic UML-based Test Data Generation (AUTEG) developed using XML technology, to the examples of insurance system. Our AUTEG automatically generates test diagrams that enable to detect errors existing at the interface area between modules composing the whole system, along with test data by applying the existing white-box test technique to the test diagram. Our AUTEG can be applied to the integration test as well as the system test and using the tool, users may make the unit modules of the integration test into several groups.

Automatic Test Data Generation for Mutation Testing Using Genetic Algorithms (유전자 알고리즘을 이용한 뮤테이션 테스팅의 테스트 데이터 자동 생성)

  • 정인상;창병모
    • The KIPS Transactions:PartD
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    • v.8D no.1
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    • pp.81-86
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    • 2001
  • one key goal of software testing is to generate a 'good' test data set, which is consideres as the most difficult and time-consuming task. This paper discusses how genetic algorithns can be used for automatic generation of test data set for software testing. We employ mutation testing to show the effectiveness of genetic algorithms (GAs) in automatic test data generation. The approach presented in this paper is different from other in that test generation process requireas no lnowledge of implementation details of a program under test. In addition, we have conducted some experiments and compared our approach with random testing which is also regarded as a black-box test generation technique to show its effectiveness.

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A Development of Data Structure and Mesh Generation Algorithm for Global Ship Analysis Modeling System (선박의 전선해석 모델링 시스템을 위한 자료구조와 요소생성 알고리즘 개발)

  • Kim I.I.;Choi J.H.;Jo H.J.;Suh H.W.
    • Korean Journal of Computational Design and Engineering
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    • v.10 no.1
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    • pp.61-69
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    • 2005
  • In the global ship structure and vibration analysis, the FE(finite element) analysis model is required in the early design stage before the 3D CAD model is defined. And the analysis model generation process is a time-consuming job and takes much more time than the engineering work itself. In particular, ship structure has too many associated structural members such as stringers, stiffness and girders etc. These structural members should be satisfied as the constraints in analysis modeling. Therefore it is necessary to support generation of analysis model with satisfying these constraints as an automatic manner. For the effective support of the global ship analysis modeling, a method to generate analysis model using initial design information within ship design process, that hull form offset data and compartment data, is developed. In order to easily handle initial design information and FE model information, flexible data structure is proposed. An automatic quadrilateral mesh generation algorithm using initial design information to satisfy the constraints imposed on the ship structure is also proposed. The proposed data structure and mesh generation algorithm are applied for the various type of vessels for the usability test. Through this test, we have verified the stability and usefulness of this system including mesh generation algorithm.

Automatic NC Data Generation for 2D Contour and Pocket Machining using AUTO CAD (AUTO CAD를 이용한 2차원 윤곽 및 포켓가공용 NC 데이터 자동 생성에 관한 연구)

  • Kim D.J.;Song Y.J.;Hahn Y.H.
    • Korean Journal of Computational Design and Engineering
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    • v.10 no.1
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    • pp.11-16
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    • 2005
  • CAD/CAM system may have such advantages of cost reduction, production time shortening, and product quality improvement. But current advanced versions of CAD/CAM system for 3-D NC data generation are too much expensive to purchase and too difficult to make full use for small-scale manufacturers whose main products are of 2-D simple shapes. The objective of this paper is to introduce a cost-effective way to 2-D NC data generation with a widely spread CAD software. Using VISUAL LISP in the well-known AUTO-CAD, the contents and steps of an automatic NC data generation program are presented for 2-D machining of contours and pockets. To approve the usefulness of program, a test application to a real part is exhibited also.

Readability Enhancement of English Speech Recognition Output Using Automatic Capitalisation Classification (자동 대소문자 식별을 이용한 영어 음성인식 결과의 가독성 향상)

  • Kim, Ji-Hwan
    • MALSORI
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    • no.61
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    • pp.101-111
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    • 2007
  • A modified speech recogniser have been proposed for automatic capitalisation generation to improve the readability of English speech recognition output. In this modified speech recogniser, every word in its vocabulary is duplicated: once in a de-caplitalised form and again in the capitalised forms. In addition its language model is re-trained on mixed case texts. In order to evaluate the performance of the proposed system, experiments of automatic capitalisation generation were performed for 3 hours of Broadcast News(BN) test data using the modified HTK BN transcription system. The proposed system produced an F-measure of 0.7317 for automatic capitalisation generation with an SER of 48.55, a precision of 0.7736 and a recall of 0.6942.

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A Study on the Verification Scheme of SMS Encoding and Decoding Module (SMS 부호화 복호화 모듈 검증 방법에 대한 연구)

  • Choi, Kwang-Hoon
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.6
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    • pp.1-9
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    • 2010
  • This paper proposes a test method for compliance of SMS encoder and decoder modules with 3GPP (3rd Generation Partnership Project) specification on SMS PDU (Protocol Data Unit). The existing tools have focused on providing an SMS gateway and on helping to view and edit a single SMS PDU, which rarely help to resolve the compliance test problem. The proposed compliance test method is based on an automatic generation of SMS PDUs fully compliant with the 3GPP specification by using QuickCheck library written in Haskell. By applying the proposed method to a C-based SMS encoder and decoder in Linux Mobile platform, we have found out several critical bugs such as wrong interpretation of time stamps in BCD format. The automatic SMS PDU generator is reusable in that it only depends on the 3GPP SMS specification. The QuickCheck library is also applicable for testing other network protocol data encoders and decoders, as used in this paper.

Applying Meta-Heuristic Algorithm based on Slicing Input Variables to Support Automated Test Data Generation (테스트 데이터 자동 생성을 위한 입력 변수 슬라이싱 기반 메타-휴리스틱 알고리즘 적용 방법)

  • Choi, Hyorin;Lee, Byungjeong
    • KIPS Transactions on Software and Data Engineering
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    • v.7 no.1
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    • pp.1-8
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    • 2018
  • Software testing is important to determine the reliability of the system, a task that requires a lot of effort and cost. Model-based testing has been proposed as a way to reduce these costs by automating test designs from models that regularly represent system requirements. For each path of model to generate an input value to perform a test, meta-heuristic technique is used to find the test data. In this paper, we propose an automatic test data generation method using a slicing method and a priority policy, and suppress unnecessary computation by excluding variables not related to target path. And then, experimental results show that the proposed method generates test data more effectively than conventional method.

Generating Test Data for Deep Neural Network Model using Synonym Replacement (동의어 치환을 이용한 심층 신경망 모델의 테스트 데이터 생성)

  • Lee, Min-soo;Lee, Chan-gun
    • Journal of Software Engineering Society
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    • v.28 no.1
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    • pp.23-28
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    • 2019
  • Recently, in order to effectively test deep neural network model for image processing application, researches have actively conducted to automatically generate data in corner-case that is not correctly predicted by the model. This paper proposes test data generation method that selects arbitrary words from input of system and transforms them into synonyms in order to test the bug reporter automatic assignment system based on sentence classification deep neural network model. In addition, we compare and evaluate the case of using proposed test data generation and the case of using existing difference-inducing test data generations based on various neuron coverages.

A Test Data Generation Tool based on Inter-Relation of Fields in the Menu Structure (메뉴 구조의 필드간의 상호 연관관계를 기반으로 한 테스트 데이타 자동 생성 도구)

  • 이윤정;최병주
    • Journal of KIISE:Computing Practices and Letters
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    • v.9 no.2
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    • pp.123-132
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    • 2003
  • The quality certification test is usually conducted by a certifying organization to determine and guarantee the quality of software after the software development phase, commonly without the actual source code, but with by going against the product's manual. In this paper, we implement a Manual-based Automatic Test data generating tool: MaT, the test technique based on manual, that automatizes producing the test data from analysis data of software package and manual. The input data of MaT are the result of the analysis of software and manual. We propose 'menu-based test analysis model' in order to generate the input data. We believe that the proposed technique and tool he]p improving quality and reliability of the software.

CAD for styling design

  • Park, Sehyung;Lee, Chong-won;Kim, Jin-oh
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10a
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    • pp.780-785
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    • 1987
  • The measuring point data of clay model are widely used to design parts whose external features are important design factor such as automobiles and general die products. This paper presents a method for improving the process to generate smooth surfaces from the measuring point data using turnkey CAD/CAM system. The process of smooth-surface generation involves several steps: styline finding, curve fairing, surface generation and filleting. The process is improved by automatic curve fairing, local correction of surface and multi-boundary surface treatment. An automobile bumper and a telephone receiver are measured and modeled to test the new method. Significant time saving is resulted by changing interactive mode to automatic mode and eliminating inefficient loop of surface generation process.

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