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Generating realistic inputs using web services

Bozkurt, M; Harman, M; (2011) Generating realistic inputs using web services. (CS Research Notes RN/ 11). UCL Department of Computer Science: London, UK. Green open access

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Abstract

Generating realistic test data is a major problem for software testers. Realistic test data generation for certain input types is hard to automate and therefore laborious. We propose a novel automated solution to test data generation that exploits existing web services as sources of realistic test data. Our approach is capable of generating realistic test data and also generating data based on tester-specified constraints. In experimental analysis, our prototype tool achieved between 93% and 100% success rates in generating realistic data using service compositions while random test data generation achieved only between 2% and 34%.

Type: Working / discussion paper
Title: Generating realistic inputs using web services
Open access status: An open access version is available from UCL Discovery
Publisher version: https://www.ucl.ac.uk/computer-science/ucl-compute...
Language: English
Additional information: This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Web service testing, service-oriented test data generation, realistic test data
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/1317629
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