skip to main content
10.1145/3183440.3195049acmconferencesArticle/Chapter ViewAbstractPublication PagesicseConference Proceedingsconference-collections
poster
Public Access

Answering the requirements traceability questions

Published: 27 May 2018 Publication History

Abstract

To understand requirements traceability in practice, we present a preliminary study of identifying questions from requirements repositories and examining their answering status. Investigating four open-source projects results in 733 requirements questions, among which 43% were answered successfully, 35% were answered unsuccessfully, and 22% were not answered at all. We evaluate the accuracy of using a state-of-the-art natural language processing tool to identify the requirements questions and illuminate automated ways to classify their answering status.

References

[1]
T. Bhowmik, N. Niu, W. Wang, J.-R. C. Cheng, L. Li, and X. Cao. Optimal group size for software change tasks: a social information foraging perspective. IEEE Transactions on Cybernetics, 46(8): 1784--1795, August 2016.
[2]
O. Gotel and A. Finkelstein. An analysis of the requirements traceability problem. In ICRE, pages 94--101, Colorado Springs, CO, USA, April 1994.
[3]
X. Jin, N. Niu, and M. Wagner. On the impact of social network information diversity on end-user programming productivity: a foraging-theoretic study. In SSE, pages 15--21, Seattle, WA, USA, November 2016.
[4]
C. Khatwani, X. Jin, N. Niu, A. Koshoffer, L. Newman, and J. Savolainen. Advancing viewpoint merging in requirements engineering: a theoretical replication and explanatory study. Requirements Engineering, 22(3):317--338, September 2017.
[5]
X. Liu, R. Xie, C. Lin, and L. Cao. Question microblog identification and answer recommendation. Multimedia Systems, 22(4):487--496, July 2016.
[6]
S. Malviya, M. Vierhauser, J. Cleland-Huang, and S. Ghaisas. What questions do requirements engineers ask? In RE, pages 100--109, Lisbon, Portugal, September 2017.
[7]
C. D. Manning, M. Surdeanu, J. Bauer, J. R. Finkel, S. Bethard, and D. McClosky. The Stanford CoreNLP natural language processing toolkit. In ACL, pages 55--60. Baltimore, MD, USA, June 2014.
[8]
N. Niu. RE in the age of continuous deployment. In RE, pages 568--569, Lisbon. Portugal, September 2017.
[9]
N. Niu, T. Bhowmik, H. Liu, and Z. Niu. Traceability-enabled refactoring for managing just-in-time requirements. In RE, pages 133--142, Karlskrona, Sweden. August 2014.
[10]
N. Niu and S. Easterbrook:. Extracting and modeling product line functional requirements. In RE, pages 155--164, Barcelona, Spain, September 2008.
[11]
N. Niu, A. Koshoffer, L. Newman, C. Khatwani, C. Samarasinghe, and J. Savolainen. Advancing repeated research in requirements engineering: a theoretical replication of viewpoint merging. In RE, pages 186--195, Beijing, China, Sept 2016.
[12]
N. Niu, W. Wang, and A. Gupta. Gray links in the use of requirements traceability. In FSE, pages 384--395, Seattle, WA, USA, November 2016.
[13]
N. Niu, Y. Yu, B. González-Baixauli, N. A. Ernst, J. C. S. do Prado Leite, and J. Mylopoulos. Aspects across software life cycle: a goal-driven approach. Transactions on Aspect-Oriented Software Development, 6:83--110, 2009.
[14]
J. Savolainen, N. Niu, T. Mikkonen, and T. Fogdal. Long-term product line sustainability with planned staged investments. IEEE Software, 30(6):63--69. November/December 2013.
[15]
G. Trikleris. https://issues.jboss.org/browse/JBTM-2617.
[16]
W. Wang, A. Gupta, N. Niu, L. D. Xu, J.-R. C. Cheng, and Z. Niu. Automatically tracing dependability requirements via term-based relevance feedback. IEEE Transactions on Industrial Informatics, 14(1):342--349, January 2018.

Cited By

View all
  • (2020)Relating the Empirical Foundations of Attack Generation and Vulnerability Discovery2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI)10.1109/IRI49571.2020.00014(37-44)Online publication date: Aug-2020
  • (2018)Creating Socio-Technical Patches for Information Foraging: A Requirements Traceability Case Study2018 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)10.1109/VLHCC.2018.8506526(17-21)Online publication date: Oct-2018

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
ICSE '18: Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings
May 2018
231 pages
ISBN:9781450356633
DOI:10.1145/3183440
  • Conference Chair:
  • Michel Chaudron,
  • General Chair:
  • Ivica Crnkovic,
  • Program Chairs:
  • Marsha Chechik,
  • Mark Harman
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 27 May 2018

Check for updates

Author Tags

  1. answering status
  2. requirements questions
  3. traceability

Qualifiers

  • Poster

Funding Sources

Conference

ICSE '18
Sponsor:

Acceptance Rates

Overall Acceptance Rate 276 of 1,856 submissions, 15%

Upcoming Conference

ICSE 2025

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)39
  • Downloads (Last 6 weeks)0
Reflects downloads up to 23 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2020)Relating the Empirical Foundations of Attack Generation and Vulnerability Discovery2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI)10.1109/IRI49571.2020.00014(37-44)Online publication date: Aug-2020
  • (2018)Creating Socio-Technical Patches for Information Foraging: A Requirements Traceability Case Study2018 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)10.1109/VLHCC.2018.8506526(17-21)Online publication date: Oct-2018

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media