Analysis of compatibility in open-source Android mobile applications

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dc.contributor.advisorRuhe, Guenther
dc.contributor.authorMukherjee, Debjyoti
dc.contributor.committeememberReardon, Joel
dc.contributor.committeememberBarcomb, Ann
dc.date2021-02-12
dc.date.accessioned2020-11-16T17:05:26Z
dc.date.available2020-11-16T17:05:26Z
dc.date.issued2020-11-09
dc.description.abstractNon-functional requirements form an intrinsic part of any software system. Compatibility between versions or different platforms of a software product is a form of NFRs. In this thesis, we have studied compatibility in Android mobile applications. We are interested in understanding the different aspects of mobile application incompatibility, their frequency of occurrence, how much effort developers have spent on it, and whether the effort is commensurate with the needs of the users. In this thesis, an analytical compatibility evaluation approach called ACOCUR is proposed. The main characteristics of ACOCUR are: (i) compatibility requirements are automatically identified from user reviews and their types are also determined (ii) compatibility fixes done by developers are systematically analyzed, and (iii) the requirements from users are linked to the fixes to identify the responsiveness of developers to compatibility requirements. We have evaluated open-source mobile applications and have analyzed their commits and reviews to identify the compatibility fixes and requirements respectively. Both the commit messages and reviews have been processed by a pipeline of Natural Language Processing steps. App developers have also been surveyed and their responses have been analyzed to establish the state-of-the-practice and the problems currently faced by developers in this respect. Finally, an automated tool has been developed that implements the ACOCUR methodology to support app developers to identify and analyze compatibility requirements.en_US
dc.identifier.citationMukherjee, D. (2020). Analysis of compatibility in open-source Android mobile applications (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.en_US
dc.identifier.doihttp://dx.doi.org/10.11575/PRISM/38371
dc.identifier.urihttp://hdl.handle.net/1880/112738
dc.language.isoengen_US
dc.publisher.facultyScienceen_US
dc.publisher.institutionUniversity of Calgaryen
dc.rightsUniversity of Calgary graduate students retain copyright ownership and moral rights for their thesis. You may use this material in any way that is permitted by the Copyright Act or through licensing that has been assigned to the document. For uses that are not allowable under copyright legislation or licensing, you are required to seek permission.en_US
dc.subjectNon-functional requirementsen_US
dc.subjectCompatibilityen_US
dc.subjectRequirement Engineeringen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectMachine Learningen_US
dc.subjectMobile Applicationsen_US
dc.subjectNatural Language Processingen_US
dc.subject.classificationArtificial Intelligenceen_US
dc.subject.classificationComputer Scienceen_US
dc.titleAnalysis of compatibility in open-source Android mobile applicationsen_US
dc.typemaster thesisen_US
thesis.degree.disciplineComputer Scienceen_US
thesis.degree.grantorUniversity of Calgaryen_US
thesis.degree.nameMaster of Science (MSc)en_US
ucalgary.item.requestcopytrueen_US
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