Refinement and Resolution of Just-in-Time Requirements in Open Source Software: A Case Study

Quoc, Anh; Bhowmik, Tanmay

doi:10.1109/rew.2017.42

Cited by 5 publications

(3 citation statements)

References 9 publications

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“…We try to answer RQ1 through this section by highlight current CrowdRE research focus through literature. Run-time Feedback [71,22,31,41,72,96] Emerging requirements [15,42,57] Design Rationale [37] Modelling &…”

Section: The Crowd In the Requirements Engineering Activitiesmentioning

confidence: 99%

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Crowd Intelligence in Requirements Engineering: Current Status and Future Directions

Khan

Liu

Wen

et al. 2019

Lecture Notes in Computer Science

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Software systems are the joint creative products of multiple stakeholders, including both designers and users, based on their perception, knowledge and personal preferences of the application context. The rapid rise in the use of Internet, mobile and social media applications make it even more possible to provide channels to link a large pool of highly diversified and physically distributed designers and end users, the crowd. Converging the knowledge of designers and end users in requirements engineering process is essential for the success of software systems. In this paper, we report the findings of a survey of the literature on crowd-based requirements engineering research. It helps us understand the current research achievements, the areas of concentration, and how requirements related activities can be enhanced by crowd intelligence. Based on the survey, we propose a general research map and suggest the possible future roles of crowd intelligence in requirements engineering.

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Section: The Crowd In the Requirements Engineering Activitiesmentioning

confidence: 99%

“…Therefore, user's activities need to be monitored or reported to capture the usage context and users' intentions in the form of user's behaviors log. There are existing works on runtime adaptation or evolution in CrowdRE [2,15,20,21,26,45,55,81].…”

mentioning

confidence: 99%

Crowd Intelligence in Requirements Engineering: Current Status and Future Directions

Khan

Liu

Wen

et al. 2019

Lecture Notes in Computer Science

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“…ITSs resemble change requests or just-in-time requirements that are triaged and addressed by team members continually [13]. As a result, traceability for ITSs has attracted some attention in recent literature [33], [42].…”

Section: Trace Links In Issue Tracking Systemsmentioning

confidence: 99%

Issue Link Label Recovery and Prediction for Open Source Software

Nicholson¹,

Guo²

2021

Preprint

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Modern open source software development heavily relies on the issue tracking systems to manage their feature requests, bug reports, tasks, and other similar artifacts. Together, those "issues" form a complex network with links to each other. The heterogeneous character of issues inherently results in varied link types and therefore poses a great challenge for users to create and maintain the label of the link manually. The goal of most existing automated issue link construction techniques ceases with only examining the existence of links between issues. In this work, we focus on the next important question of whether we can assess the type of issue link automatically through a data-driven method. We analyze the links between issues and their labels used the issue tracking system for 66 open source projects. Using three projects, we demonstrate promising results when using supervised machine learning classification for the task of link label recovery with careful model selection and tuning, achieving F1 scores of between 0.56-0.70 for the three studied projects. Further, the performance of our method for future link label prediction is convincing when there is sufficient historical data. Our work signifies the first step in systematically manage and maintain issue links faced in practice.

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Refinement and resolution of just-in-time requirements in open source software and a closer look into non-functional requirements

Bhowmik

Quoc

2019

Journal of Industrial Information Integration

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Refinement and Resolution of Just-in-Time Requirements in Open Source Software: A Case Study

Cited by 5 publications

References 9 publications

Crowd Intelligence in Requirements Engineering: Current Status and Future Directions

Crowd Intelligence in Requirements Engineering: Current Status and Future Directions

Issue Link Label Recovery and Prediction for Open Source Software

Refinement and resolution of just-in-time requirements in open source software and a closer look into non-functional requirements

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