人工智能技术在软件测试领域的应用.pdf

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人工智能技术在软件测试领域的应用

TheApplicationofArtificialIntelligenceTechnologyintheFieldofSoftwareTesting

石化盈科信息技术有限责任公司谷伟豪于韶飞周广昌刘彦辉赵璐王婷

摘要为了提高软件开发的产品质量和整体效率，阐述了传统软件项目管理难度大、测试成本投入不足以及

测试可信度不够高等问题，引入人工智能(AI)技术，改善传统测试模式存在的局限性。提出测试设计阶段、测

试执行阶段、测试结果分析阶段等测试流程，给出AI技术在预测缺陷、自动化测试、测试过程优化中的应用，

有力推动软件测试行业的转型升级，为软件开发企业实现测试资源的有效配置，从而达到降本增效，确保软件

产品在快速迭代升级的同时保持卓越的品质和用户满意度。

关键词软件测试AI技术降本增效

Abstract:Inordertoimprovetheproductqualityandoverallefficiencyofsoftwaredevelopment,thedifficultiesof

traditionalsoftwareprojectmanagement,insufficientinvestmentintestingcosts,andlowreliabilityoftestingwere

explained.Artificialintelligence(AI)technologywasintroducedtoimprovethelimitationsoftraditionaltestingmodes.

Thetestingdesignphase,testingexecutionphaseandtestingresultanalysisphasewereproposed,andtheapplicationof

AItechnologyinpredictingdefects,automatedtesting,andoptimizingthetestingprocesswaspresented.Thiseffectively

promotesthetransformationandupgradingofthesoftwaretestingindustry,enableseffectiveallocationoftesting

resourcesforsoftwaredevelopmententerprises,andachievescostreductionandefficiencyimprovement,ensuringthat

softwareproductsmaintainexcellentqualityandusersatisfactionwhilerapidlyiteratingandupgrading.

Keywords:softwaretesting;AItechnology;costreductionandefficiencyincrease

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