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    Metric Evolution Maps: Multidimensional Attribute-driven Exploration of Software Repositories

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    Date
    2016
    Author
    Silva, Renato Rodrigues Oliveira da
    Vernier, Eduardo Faccin
    Rauber, Paulo Eduardo
    Comba, Joao L. D.
    Minghim, Rosane
    Telea, Alexandru C.
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    Abstract
    Understanding how software entities in a repository evolve over time is challenging, as an entity has many aspects that undergo such changes. We cast this problem in a multidimensional visualization context: First, we capture change by extracting quality metrics from all software entities in all revisions in a software repository, yielding a multidimensional time-dependent dataset. Next, we propose Metric Evolution Maps (MEMs), a new visual approach to create dynamic maps that show the similarity of entities in a revision and changes across revisions. We enrich MEMs with visual cues to show which metrics and metric values are key to formation of similar-entity patterns. Additionally, we show how entities change between revisions, and due to which metrics. We illustrate our approach by exploring changes in two real-world software repositories.
    BibTeX
    @inproceedings {10.2312:vmv.20161343,
    booktitle = {Vision, Modeling & Visualization},
    editor = {Matthias Hullin and Marc Stamminger and Tino Weinkauf},
    title = {{Metric Evolution Maps: Multidimensional Attribute-driven Exploration of Software Repositories}},
    author = {Silva, Renato Rodrigues Oliveira da and Vernier, Eduardo Faccin and Rauber, Paulo Eduardo and Comba, Joao L. D. and Minghim, Rosane and Telea, Alexandru C.},
    year = {2016},
    publisher = {The Eurographics Association},
    ISSN = {-},
    ISBN = {978-3-03868-025-3},
    DOI = {10.2312/vmv.20161343}
    }
    URI
    http://dx.doi.org/10.2312/vmv.20161343
    https://diglib.eg.org:443/handle/10.2312/vmv20161343
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    Eurographics Association copyright © 2013 - 2023 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA