Automating requirements traceability: Two decades of learning from KDD

Alex Dekhtyar; Jane Huffman Hayes

doi:10.1109/D4RE.2018.00009

Automating requirements traceability: Two decades of learning from KDD

Alex Dekhtyar, Jane Huffman Hayes

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper summarizes our experience with using Knowledge Discovery in Data (KDD) methodology for automated requirements tracing, and discusses our insights.

Original language	English
Title of host publication	Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018
Editors	Marcus Trapp, Anne Hess, Kim Lauenroth
Pages	12-15
Number of pages	4
ISBN (Electronic)	9781538684184
DOIs	https://doi.org/10.1109/D4RE.2018.00009
State	Published - Dec 27 2018
Event	1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018 - Banff, Canada Duration: Aug 20 2018 → …

Publication series

Name	Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018

Conference

Conference	1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018
Country/Territory	Canada
City	Banff
Period	8/20/18 → …

Bibliographical note

Funding Information:
The work of the second author has been supported in part by NSF grants CCF-1511117 and CICI 1642134.

Publisher Copyright:
© 2018 IEEE

Keywords

Information retrieval
Knowledge discovery from data
Requirements tracing
Traceability

ASJC Scopus subject areas

Safety, Risk, Reliability and Quality
Management of Technology and Innovation
Software

Access to Document

10.1109/D4RE.2018.00009

Cite this

Dekhtyar, A., & Hayes, J. H. (2018). Automating requirements traceability: Two decades of learning from KDD. In M. Trapp, A. Hess, & K. Lauenroth (Eds.), Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018 (pp. 12-15). Article 8595127 (Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018). https://doi.org/10.1109/D4RE.2018.00009

Dekhtyar, Alex ; Hayes, Jane Huffman. / Automating requirements traceability : Two decades of learning from KDD. Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018. editor / Marcus Trapp ; Anne Hess ; Kim Lauenroth. 2018. pp. 12-15 (Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018).

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title = "Automating requirements traceability: Two decades of learning from KDD",

abstract = "This paper summarizes our experience with using Knowledge Discovery in Data (KDD) methodology for automated requirements tracing, and discusses our insights.",

keywords = "Information retrieval, Knowledge discovery from data, Requirements tracing, Traceability",

author = "Alex Dekhtyar and Hayes, {Jane Huffman}",

note = "Funding Information: The work of the second author has been supported in part by NSF grants CCF-1511117 and CICI 1642134. Publisher Copyright: {\textcopyright} 2018 IEEE; 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018 ; Conference date: 20-08-2018",

year = "2018",

month = dec,

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doi = "10.1109/D4RE.2018.00009",

language = "English",

series = "Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018",

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Dekhtyar, A & Hayes, JH 2018, Automating requirements traceability: Two decades of learning from KDD. in M Trapp, A Hess & K Lauenroth (eds), Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018., 8595127, Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018, pp. 12-15, 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018, Banff, Canada, 8/20/18. https://doi.org/10.1109/D4RE.2018.00009

Automating requirements traceability: Two decades of learning from KDD. / Dekhtyar, Alex; Hayes, Jane Huffman.
Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018. ed. / Marcus Trapp; Anne Hess; Kim Lauenroth. 2018. p. 12-15 8595127 (Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Dekhtyar A, Hayes JH. Automating requirements traceability: Two decades of learning from KDD. In Trapp M, Hess A, Lauenroth K, editors, Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018. 2018. p. 12-15. 8595127. (Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018). doi: 10.1109/D4RE.2018.00009

Automating requirements traceability: Two decades of learning from KDD

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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