• Title/Summary/Keyword: Test Coverage

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A UML-based Approach towards Test Case Generation and Optimization

  • Shahid Saleem;Saif U. R. Malik;Bilal Mehboob;Roobaea Alroobaea;Sultan Algarni;Abdullah M. Baqasah;Naveed Ahmad;Muhammad Hasnain
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.3
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    • pp.633-652
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    • 2024
  • Software testing is an important phase as it ensures the software quality. The software testing process comprises of three steps: generation, execution, and evaluation of test cases. Literature claims the usage of single and multiple 'Unified Modeling Language' (UML) diagrams to generate test cases. Using multiple UML diagrams increases test case coverage. However, the existing approaches show limitations in test case generation from UML diagrams. Therefore, in this research study, we propose an approach to generate the test cases using UML State Chart Diagram (SCD), Activity Diagram (AD), and Sequence Diagram (SD). The proposed approach transforms UML diagrams into intermediate forms: SCD Graph, AD Graph, and SD Graph respectively. Furthermore, by integrating these three graphs, a System Testing Graph (STG) is formed. Finally, test cases are identified from STG by using a traversal algorithm such as Depth First Search (DFS) that is an optimization method. The results show that the proposed approach is better compared to existing approaches in terms of coverage and performance. Moreover, the generated test cases have the ability to detect faults at the unit level, integration, and system level testing.

Changes in dental care utilization and expenditure by the expansion policy of the health insurance coverage : Korea Health Panel Survey 2012-2016 (건강보험 보장성 확대정책에 따른 치과 이용 및 의료비 지출 변화 : 한국의료패널(2012-2016)을 이용하여)

  • Seo, Hye-Won;Kim, Young-Sil
    • Journal of Korean society of Dental Hygiene
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    • v.20 no.5
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    • pp.611-621
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    • 2020
  • Objectives: This study aimed to verify the impact of dental health care insurance coverage policy by analyzing the changes in dental care utilization and expenditures over 5 years from 2012 to 2016, when the dental health insurance coverage expansion policy was implemented. From the national cohort data collected by the Korea Health Panel Survey, a retrospective study was conducted for all household members using dental services. Methods: This study statistically verified the difference in the dependent variables by frequency analysis, chi-square test, t-test, and one-way analysis of variance (SPSS version 22, IBM Co. USA, p<0.05). Results: The annual utilization rate steadily increased from 23.4% to 26.1% between 2012 and 2016. Although there were differences in utilization rates by gender, age, and income level, patients kept using the dental services in 2016 regardless of the type of health insurance. The average annual copayment for patient expenditures (out-of-pocket amount) increased from ₩463,844 to ₩537,401 in 2012 and 2016, respectively. Of the dental care expenditures over 5 years, the ratio of uninsured expenses by the elderly decreased from 38.5% to 25.9%, and the national health insurance service coverage increased from 40.3% to 49.1%. Conclusions: Although this policy did not reduce overall patient expenditures, it has been found that there was a positive effect on the elderly and low-income groups; it increased the utilization and access to dental services.

FAULT DETECTION COVERAGE QUANTIFICATION OF AUTOMATIC TEST FUNCTIONS OF DIGITAL I&C SYSTEM IN NPPS

  • Choi, Jong-Gyun;Lee, Seung-Jun;Kang, Hyun-Gook;Hur, Seop;Lee, Young-Jun;Jang, Seung-Cheol
    • Nuclear Engineering and Technology
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    • v.44 no.4
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    • pp.421-428
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    • 2012
  • Analog instrument and control systems in nuclear power plants have recently been replaced with digital systems for safer and more efficient operation. Digital instrument and control systems have adopted various fault-tolerant techniques that help the system correctly and safely perform the specific required functions regardless of the presence of faults. Each fault-tolerant technique has a different inspection period, from real-time monitoring to monthly testing. The range covered by each faulttolerant technique is also different. The digital instrument and control system, therefore, adopts multiple barriers consisting of various fault-tolerant techniques to increase the total fault detection coverage. Even though these fault-tolerant techniques are adopted to ensure and improve the safety of a system, their effects on the system safety have not yet been properly considered in most probabilistic safety analysis models. Therefore, it is necessary to develop an evaluation method that can describe these features of digital instrument and control systems. Several issues must be considered in the fault coverage estimation of a digital instrument and control system, and two of these are addressed in this work. The first is to quantify the fault coverage of each fault-tolerant technique implemented in the system, and the second is to exclude the duplicated effect of fault-tolerant techniques implemented simultaneously at each level of the system's hierarchy, as a fault occurring in a system might be detected by one or more fault-tolerant techniques. For this work, a fault injection experiment was used to obtain the exact relations between faults and multiple barriers of faulttolerant techniques. This experiment was applied to a bistable processor of a reactor protection system.

Antenatal Care Services and Incidence of Low Birth Weight: A Comparison of Demographic and Health Surveys in 4 ASEAN Countries

  • Miftahul, Arsyi;Besral, Besral;Milla, Herdayati;Revati, Phalkey
    • Journal of Preventive Medicine and Public Health
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    • v.55 no.6
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    • pp.559-567
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    • 2022
  • Objectives: This study aimed to assess the effect of complete coverage and content of available antenatal care (ANC) on the incidence of low birth weight (LBW) in 4 countries belonging to the Association of Southeast Asian Nations (ASEAN). Methods: Measures of complete coverage and content of ANC services included the frequency of ANC visits and the seven service components (blood pressure measurement, iron supplementation, tetanus toxoid immunization, explanations of pregnancy complications, urine sample test, blood sample test, and weight measurement). The complete coverage and content of ANC services were assessed as high if more than 4 ANC visits and all seven components were delivered. Multivariable logistic regression with complex survey designs was conducted using Demographic Health Survey data from the 4 ASEAN countries in question from 2014 to 2017. Results: The proportion of LBW infants was higher in the Philippines (13.8%) than in Indonesia (6.7%), Cambodia (6.7%), or Myanmar (7.5%). Poor ANC services were associated with a 1.30 times higher incidence of LBW than a high level of complete coverage and content of ANC services (adjusted odds ratio [aOR], 1.30; 95% confidence interval [CI], 1.11 to 1.52). In addition, the risk of LBW was higher in the Philippines than in other countries (aOR, 2.25; 95% CI, 2.01 to 2.51) after adjusting for mothers' demographic/socioeconomic factors, health behaviors, and other factors. Conclusions: In sum, complete coverage and content of ANC services were significantly associated with the incidence of LBW in Indonesia, Cambodia, and Myanmar. The Philippines did not show statistically significant results for this relationship, but had a higher risk of LBW with poor ANC.

Comparison of Major Black-Box Testing Methods in Object-Oriented Software (객체지향 소프트웨어를 위한 주요 블랙박스 테스트 기법들의 비고)

  • Seo, Kwang-Ik;Choi, Eun-Man
    • Journal of KIISE:Software and Applications
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    • v.33 no.1
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    • pp.1-16
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    • 2006
  • As the size of software is getting huge, it has been impossible for testers to test all of source coed. Therefore, the method which uses information of requirements for testing has been researched and accepted. Although there are a lot of test methods based on requirement specification, each method has a different approach and coverage. So we should consider their various approach and coverage in the stage of test planning. This paper presents the empirical comparison and the result by applying various black-box testing methods to software system. For this experiment we studied five black-box testing methods including UML based specification technique. We applied the five testing methods to application system and evaluated the coverage of extracted test case.

Partial Enhanced Scan Method for Path Delay Fault Testing (경로 지연 고장 테스팅을 위한 부분 확장 주사방법)

  • Kim, Won-Gi;Kim, Myung-Gyun;Kang, Sung-Ho;Han, Gun-Hee
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.10
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    • pp.3226-3235
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    • 2000
  • The more complex and larger semiconductor integraed circuits become, the core important delay test becomes which guarantees that semiconductor integrated circuits operate in time. In this paper, we propose a new partial enhanced scan method that can generate test patterns for path delay faults offectively. We implemented a new partial enhanced scan method based on an automatic test pattern generator(ATPG) which uses implication and justification . First. we generate test patterns in the standard scan environment. And if test patterns are not generated regularly in the scan chain, we determine flip-flops which applied enhanced scan flip-flops using the information derived for running an automatic test pattern generator inthe circuti. Determming enhanced scan flip-flops are based on a fault coverage or a hardware overhead. through the expenment for JSCAS 89 benchmark sequential circuits, we compared the fault coverage in the standard scan enviroment and enhance scan environment, partial enhanced scan environment. And we proved the effectiveness of the new partial enhanced scan method by identifying a high fault coverage.

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Vocabulary Coverage Improvement for Embedded Continuous Speech Recognition Using Knowledgebase (지식베이스를 이용한 임베디드용 연속음성인식의 어휘 적용률 개선)

  • Kim, Kwang-Ho;Lim, Min-Kyu;Kim, Ji-Hwan
    • MALSORI
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    • v.68
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    • pp.115-126
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    • 2008
  • In this paper, we propose a vocabulary coverage improvement method for embedded continuous speech recognition (CSR) using knowledgebase. A vocabulary in CSR is normally derived from a word frequency list. Therefore, the vocabulary coverage is dependent on a corpus. In the previous research, we presented an improved way of vocabulary generation using part-of-speech (POS) tagged corpus. We analyzed all words paired with 101 among 152 POS tags and decided on a set of words which have to be included in vocabularies of any size. However, for the other 51 POS tags (e.g. nouns, verbs), the vocabulary inclusion of words paired with such POS tags are still based on word frequency counted on a corpus. In this paper, we propose a corpus independent word inclusion method for noun-, verb-, and named entity(NE)-related POS tags using knowledgebase. For noun-related POS tags, we generate synonym groups and analyze their relative importance using Google search. Then, we categorize verbs by lemma and analyze relative importance of each lemma from a pre-analyzed statistic for verbs. We determine the inclusion order of NEs through Google search. The proposed method shows better coverage for the test short message service (SMS) text corpus.

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Vocabulary Coverage Improvement for Embedded Continuous Speech Recognition Using Part-of-Speech Tagged Corpus (품사 부착 말뭉치를 이용한 임베디드용 연속음성인식의 어휘 적용률 개선)

  • Lim, Min-Kyu;Kim, Kwang-Ho;Kim, Ji-Hwan
    • MALSORI
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    • no.67
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    • pp.181-193
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    • 2008
  • In this paper, we propose a vocabulary coverage improvement method for embedded continuous speech recognition (CSR) using a part-of-speech (POS) tagged corpus. We investigate 152 POS tags defined in Lancaster-Oslo-Bergen (LOB) corpus and word-POS tag pairs. We derive a new vocabulary through word addition. Words paired with some POS tags have to be included in vocabularies with any size, but the vocabulary inclusion of words paired with other POS tags varies based on the target size of vocabulary. The 152 POS tags are categorized according to whether the word addition is dependent of the size of the vocabulary. Using expert knowledge, we classify POS tags first, and then apply different ways of word addition based on the POS tags paired with the words. The performance of the proposed method is measured in terms of coverage and is compared with those of vocabularies with the same size (5,000 words) derived from frequency lists. The coverage of the proposed method is measured as 95.18% for the test short message service (SMS) text corpus, while those of the conventional vocabularies cover only 93.19% and 91.82% of words appeared in the same SMS text corpus.

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ER-Fuzz : Conditional Code Removed Fuzzing

  • Song, Xiaobin;Wu, Zehui;Cao, Yan;Wei, Qiang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.7
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    • pp.3511-3532
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    • 2019
  • Coverage-guided fuzzing is an efficient solution that has been widely used in software testing. By guiding fuzzers through the coverage information, seeds that generate new paths will be retained to continually increase the coverage. However, we observed that most samples follow the same few high-frequency paths. The seeds that exercise a high-frequency path are saved for the subsequent mutation process until the user terminates the test process, which directly affects the efficiency with which the low-frequency paths are tested. In this paper, we propose a fuzzing solution, ER-Fuzz, that truncates the recording of a high-frequency path to influence coverage. It utilizes a deep learning-based classifier to locate the high and low-frequency path transfer points; then, it instruments at the transfer position to promote the probability low-frequency transfer paths while eliminating subsequent variations of the high-frequency path seeds. We implemented a prototype of ER-Fuzz based on the popular fuzzer AFL and evaluated it on several applications. The experimental results show that ER-Fuzz improves the coverage of the original AFL method to different degrees. In terms of the number of crash discoveries, in the best case, ER-Fuzz found 115% more unique crashes than did AFL. In total, seven new bugs were found and new CVEs were assigned.

Automated Black-Box Test Case Generation for MC/DC with SAT (SAT를 이용한 MC/DC 블랙박스 테스트 케이스 자동 생성)

  • Chung, In-Sang
    • The KIPS Transactions:PartD
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    • v.16D no.6
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    • pp.911-920
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    • 2009
  • Airbone software must comply the DO-178B standard in order to be certified by the FAA. The standard requires the unit testing of safety-critical software to meet the coverage criterion called MC/DC(Modified Condition/Decision Coverage). Although MC/DC is known to be effective in finding errors related to safety, it is also true that generating test cases which satisfy the MC/DC criterion is not easy. This paper presents a tool named MD-SAT which generates MC/DC test cases with SAT(SATisfiability) technology. It can be employed for generating diverse test cases in tools implementing various testing techniques including decision table based test, cause-effect graphing, and state-based test.