Using intelligence techniques to automate Oracle testing
نویسندگان
چکیده
The software development life cycle includes testing as a critical step. Oracle is necessary to determine if particular test case detects an error because the purpose of ensure that application adheres its specifications. This leads consumption time and cost may lead errors in which tester falls. research aims present proposed system based on automation using intelligent techniques. model was trained random forest algorithm convolutional neural network. considered one box Test blacks depend output being tested.
منابع مشابه
Using artificial intelligence planning to automate science image data analysis
In recent times, improvements in imaging technology have made available an incredible array of dormation in image format. While powerful and sophisticated image processing software tools are available to prepare and analyze the data, these tools are complex and cumbersome, requiring significant expertise to properly operate. Thus, in order to extract (e.g., mine or analyze) useful information f...
متن کاملUsing coverage to automate and improve test purpose based testing
Test purposes have been presented as a solution to avoid the state space explosion when selecting test cases from formal models. Although such techniques work very well with regard to the speed of the test derivation, they leave the tester with one important task that influences the quality of the overall testing process: test purposes have to be formulated manually. In this paper, we present a...
متن کاملFuzzy Cognitive Map for Software Testing Using Artificial Intelligence Techniques
This paper discusses a framework to assist test managers to evaluate the use of AI techniques as a potential tool in software testing. Fuzzy Cognitive Maps (FCMs) are employed to evaluate the framework and make decision analysis easier. A what-if analysis is presented that explores the general application of the framework. Simulations are performed to show the effectiveness of the proposed meth...
متن کاملAutomatic Java Software and Component Testing: Using Jtest to Automate Unit Testing and Coding Standard Enforcement
For some time now, the development community has been praising such practices as unit testing, coding standard enforcement, metrics measurement, and Design by ContractTM. When implemented, these techniques can dramatically improve product reliability and reduce development time and cost. However, until now, these practices have required so much work that few developers could actually adopt them...
متن کاملUsing Artificial Intelligence to Assist Psychological Testing
Balancing ecological validity and control in psychological testing is a challenge. We have explored the use of Interactive Virtual Environment Technology to create an environment for psychological testing. Specifically we have created a Cocktail Party World to provide experimental control in the study of the phenomena of ostracism in its various forms. To address ecological validity we have cre...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Ma?alla? al-r?fidayn li-?ul?m al-??sib?t wa-al-riy??iyy??
سال: 2023
ISSN: ['1815-4816', '2311-7990']
DOI: https://doi.org/10.33899/csmj.2023.179485