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Paper Abstract and Keywords
Presentation 2016-03-11 10:50
A Prioritization of Combinatorial Testing Using Bayesian Inference
Shunya Kawabata (Kyoto Inst. Tech.), Eun-Hye Choi (AIST), Osamu Mizuno (Kyoto Inst. Tech.) SS2015-95
Abstract (in Japanese) (See Japanese page) 
(in English) An ideal testing detects a large number of faults with a small number of test cases.
Combinatorial testing, which focuses on a combination of parameter values, is one of the well-known techniques to produce test suites with a small number of test cases.
A prioritization of combinatorial testing can detect a larger number of faults with small testing resources by setting test cases with a higher ability of fault detection earlier in a test suite.
In this study, we propose a method to prioritize combinatorial testing using Bayesian inference.
In our approach, we first map the probability of detecting faults to each parameter value or each combination of parameter values in test cases using Bayesian inference.
We next calculate a priority weight of each test case from the mapped probabilities.
We finally sort test cases in descending order of their priority weights.
Keyword (in Japanese) (See Japanese page) 
(in English) Combinatorial testing / Prioritized combinatorial testing / Bayesian Inference / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 508, SS2015-95, pp. 115-120, March 2016.
Paper # SS2015-95 
Date of Issue 2016-03-03 (SS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee SS  
Conference Date 2016-03-10 - 2016-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To SS 
Conference Code 2016-03-SS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Prioritization of Combinatorial Testing Using Bayesian Inference 
Sub Title (in English)  
Keyword(1) Combinatorial testing  
Keyword(2) Prioritized combinatorial testing  
Keyword(3) Bayesian Inference  
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1st Author's Name Shunya Kawabata  
1st Author's Affiliation Kyoto Institute of Technology (Kyoto Inst. Tech.)
2nd Author's Name Eun-Hye Choi  
2nd Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
3rd Author's Name Osamu Mizuno  
3rd Author's Affiliation Kyoto Institute of Technology (Kyoto Inst. Tech.)
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Speaker Author-1 
Date Time 2016-03-11 10:50:00 
Presentation Time 25 minutes 
Registration for SS 
Paper # SS2015-95 
Volume (vol) vol.115 
Number (no) no.508 
Page pp.115-120 
#Pages 6 
Date of Issue 2016-03-03 (SS) 

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