Feature Extraction from Japanese Natural Language Requirements Documents for Software Product Line Engineering

Kenji Hisazumi, Yuedong Xiao, Akira Fukuda

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

Analyzing and extracting features from requirement specifications is an indispensable activity to support Software Product Line Engineering. However, performing features extraction is a time-consuming and inefficient task, since massive textual requirements need to be analyzed and classified. Most of the current approaches exhibited limitations: hindered applicability with requirements in Japanese; the support tools proposed were not made available publicly and thus making it hard for practitioners' adoption. This paper proposes a feature extraction approach from requirement specifications in Japanese using natural language processing techniques. Also, we propose a ranking method for extracted features to reduce efforts reviewing feature candidates. A case study was conducted to evaluate the performance of the proposed approach. Initial results show that 90.7% features were extracted correctly, and the top 40% features extracted contained 79.1% true features.

本文言語英語
ホスト出版物のタイトルProceedings - Companion of the 19th IEEE International Conference on Software Quality, Reliability and Security, QRS-C 2019
出版社Institute of Electrical and Electronics Engineers Inc.
ページ322-329
ページ数8
ISBN(電子版)9781728139258
DOI
出版ステータス出版済み - 7 2019
イベント19th IEEE International Conference on Software Quality, Reliability and Security Companion, QRS-C 2019 - Sofia, ブルガリア
継続期間: 7 22 20197 26 2019

出版物シリーズ

名前Proceedings - Companion of the 19th IEEE International Conference on Software Quality, Reliability and Security, QRS-C 2019

会議

会議19th IEEE International Conference on Software Quality, Reliability and Security Companion, QRS-C 2019
Countryブルガリア
CitySofia
Period7/22/197/26/19

All Science Journal Classification (ASJC) codes

  • Safety, Risk, Reliability and Quality
  • Law
  • Artificial Intelligence
  • Computer Networks and Communications
  • Software

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