Interactive recovery of requirements traceability links using user feedback and configuration management logs

Ryosuke Tsuchiya, Hironori Washizaki, Yoshiaki Fukazawa, Keishi Oshima, Ryota Mibe

    研究成果: Conference contribution

    7 被引用数 (Scopus)

    抄録

    Traceability links between requirements and source code can assist in software maintenance tasks. There are some automatic traceability recovery methods. Most of them are similarity-based methods recovering links by comparing representation similarity between requirements and code. They cannot work well if there are some links independent of the representation similarity. Herein to cover weakness of them and improve the accuracy of recovery, we propose a method that extends the similarity-based method using two techniques: a log-based traceability recovery method using the configuration management log and a link recommendation from user feedback. These techniques are independent of the representation similarity between requirements and code. As a result of applying our method to a large enterprise system, we successfully improved both recall and precision by more than a 20 percent point in comparison with singly applying the similarity-based method (recall: 60.2% to 80.4%, precision: 41.1% to 64.8%).

    本文言語English
    ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    出版社Springer Verlag
    ページ247-262
    ページ数16
    9097
    ISBN(印刷版)9783319190686
    DOI
    出版ステータスPublished - 2015
    イベント27th International Conference on Advanced Information Systems Engineering, CAiSE 2015 - Stockholm, Sweden
    継続期間: 2015 6 82015 6 12

    出版物シリーズ

    名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    9097
    ISSN(印刷版)03029743
    ISSN(電子版)16113349

    Other

    Other27th International Conference on Advanced Information Systems Engineering, CAiSE 2015
    CountrySweden
    CityStockholm
    Period15/6/815/6/12

    ASJC Scopus subject areas

    • Computer Science(all)
    • Theoretical Computer Science

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