dc.contributor
Universitat Politècnica de Catalunya. Departament d'Enginyeria de Serveis i Sistemes d'Informació
dc.contributor
Universitat Politècnica de Catalunya. inSSIDE - integrated Software, Service, Information and Data Engineering
dc.contributor.author
Franch Gutiérrez, Javier
dc.identifier
Franch, X. Data-driven requirements engineering: A guided tour. A: International Conference on Evaluation of Novel Approaches to Software Engineering. "Evaluation of Novel Approaches to Software Engineering: 15th International Conference, ENASE 2020, Prague, Czech Republic, May 5-6, 2020: revised selected papers". Berlín: Springer, 2020, p. 83-105. ISBN 978-3-030-70006-5. DOI 10.1007/978-3-030-70006-5_4.
dc.identifier
978-3-030-70006-5
dc.identifier
https://hdl.handle.net/2117/345476
dc.identifier
10.1007/978-3-030-70006-5_4
dc.description.abstract
Data-driven approaches are becoming dominant in almost every single software engineering activity, and requirements engineering is not the exception. The analysis of data coming from several sources may indeed become an extremely useful input to requirements elicitation and management. However, benefits do not come for free. Techniques such as natural language processing and machine learning are difficult to master and require high-quality data and specific competences from different fields, whilst their generalization remains as a challenge. This paper introduces the main concepts behind data-driven requirements engineering, provides an overview of the state of the art in the field and identifies the main challenges to be addressed.
dc.description.abstract
This work is partially supported by the GENESIS project, funded by the Spanish Ministerio de Ciencia e Innovación under contract TIN2016-79269-R.
dc.description.abstract
Peer Reviewed
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Postprint (author's final draft)
dc.format
application/pdf
dc.relation
https://link.springer.com/chapter/10.1007/978-3-030-70006-5_4
dc.relation
info:eu-repo/grantAgreement/MINECO/1PE/TIN2016-79269-R
dc.subject
Àrees temàtiques de la UPC::Informàtica::Enginyeria del software
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Requirements engineering
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Requirements engineering
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Data-driven requirements engineering
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Natural language processing
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Software analytics
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Decision-making
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Release planning
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Enginyeria de requisits
dc.title
Data-driven requirements engineering: A guided tour
dc.type
Conference report
