The work demonstrates the case study of using black box testing and white box testing. It attempts to reduce the size of test cases generated. The data mining approach is explored. We present the methodology starting from the test case generation for the block box and the white box approaches. Pex software[1] is used to generate test cases for white box testing. Also, for the black box testing, we analyze input variables for each condition. We use statistical values to analyze related variables and select variables. Then, we use clustering to reduce test cases. We can further reduce the test case from 648 to 486 and to 324 for black box testing using K-Means while clustering keeping the same coverage. For the white box testing, Pex already generates the small size test case. Thus, it is not meaningful to reduce further.
목차
Abstract 1. Introduction 2. Backgrounds 3. Methodology 3.1. Prototype Example 3.2. Constructing Test Cases 3.3. Test Case Clustering 4. Results 5. Conclusion References
키워드
Test case reductionPexWhite box testingBlack box testingData mining
저자
Chantana Chantrapornchai [ Dept. of Computer Engineering, Faculty of Engineering Kasetsart University, Bangkok, Thailand ]
Kanitsara Kinputtan [ Dept. of Computing, Faculty of Science Silpakorn University,Nakorn Pathom, Thailand ]
Apaporn Santibowanwing [ Dept. of Computing, Faculty of Science Silpakorn University,Nakorn Pathom, Thailand ]
보안공학연구지원센터(IJSEIA) [Science & Engineering Research Support Center, Republic of Korea(IJSEIA)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Software Engineering and Its Applications
간기
월간
pISSN
1738-9984
수록기간
2008~2016
등재여부
SCOPUS
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Software Engineering and Its Applications Vol.8 No.6