Natural Language Requirements Processing: A 4D Vision
The future evolution of the application of natural language processing technologies in requirements engineering can be viewed from four dimensions: discipline, dynamism, domain knowledge, and datasets.
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Published in | IEEE software Vol. 34; no. 6; pp. 28 - 35 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Los Alamitos
IEEE
01.11.2017
IEEE Computer Society |
Subjects | |
Online Access | Get full text |
ISSN | 0740-7459 1937-4194 |
DOI | 10.1109/MS.2017.4121207 |
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Abstract | The future evolution of the application of natural language processing technologies in requirements engineering can be viewed from four dimensions: discipline, dynamism, domain knowledge, and datasets. |
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AbstractList | The future evolution of the application of natural language processing technologies in requirements engineering can be viewed from four dimensions: discipline, dynamism, domain knowledge, and datasets. Natural language processing (NLP) and requirements engineering (RE) have had a long relationship, yet their combined use isn’t well established in industrial practice. This situation should soon change. The future evolution of the application of NLP technologies in RE can be viewed from four dimensions: discipline, dynamism, domain knowledge, and datasets. |
Author | Dell'Orletta, Felice Esuli, Andrea Ferrari, Alessio Gnesi, Stefania Gervasi, Vincenzo |
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Cites_doi | 10.1109/RE.2012.6345803 10.1145/1806799.1806825 10.1016/j.knosys.2011.12.009 10.1109/MS.2015.67 10.1075/itl.165.2.01col 10.1007/978-3-642-14192-8_20 10.1007/s00766-011-0119-y 10.1145/1529282.1529601 10.1109/RE.2013.6636705 10.1016/j.infsof.2009.10.010 10.1007/s10462-011-9237-7 10.1080/00437956.1954.11659520 10.1109/RE.2014.6912256 10.1109/TSE.2015.2428709 10.1007/978-3-319-05843-6_4 10.1109/SPLC.2008.18 10.1145/2491411.2491455 10.1109/RE.2015.7320415 |
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SubjectTerms | Artificial intelligence Computer science Natural language Natural language processing NLP Requirements engineering requirements specification Software development software engineering Terminology |
Title | Natural Language Requirements Processing: A 4D Vision |
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