Intelligent Recommendation & Decision Technologies for Community-Driven Requirements Engineering

Ralph Samer, Martin Stettinger, Alexander Felfernig, Xavier Franch, Andreas Falkner

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandBegutachtung

Abstract

Requirements Engineering (RE) represents a criticalphase in the management and planning of software projects. One ofthe main reasons for project failure is missing or incomplete RE. Inorder to reduce the risk of project failure, there exists a high andurgent demand for applying intelligent technologies in RE. Sincethe RE process is mainly decision- and community-driven,Recom-mender Systemsare supposed to be applied in this particular con-text to support stakeholders in decision-making and, hence, to in-crease the quality of the decisions taken by the stakeholders. Thispaper introduces a variety of innovative recommendation tools devel-oped within the scope of the European Horizon 2020 research projectOPENREQ. Moreover, we give an overview of user studies conductedto evaluate our approaches and present final results of selected stud-ies. The study results indicate that the developed concepts have thepotential to significantly improve the quality of requirements defini-tion and requirements prioritization.
Originalspracheenglisch
TitelECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings
Redakteure/-innenGiuseppe De Giacomo, Alejandro Catala, Bistra Dilkina, Michela Milano, Senen Barro, Alberto Bugarin, Jerome Lang
Herausgeber (Verlag)IOS Press BV
Seiten3017-3025
Seitenumfang9
ISBN (elektronisch)9781643681009
DOIs
PublikationsstatusVeröffentlicht - 24 Aug. 2020
Veranstaltung24th European Conference on Artificial Intelligence: ECAI 2020 - Virtuell, Spanien
Dauer: 29 Aug. 20208 Sep. 2020
Konferenznummer: 24
http://ecai2020.eu/

Publikationsreihe

NameFrontiers in Artificial Intelligence and Applications
Band325
ISSN (Print)0922-6389

Konferenz

Konferenz24th European Conference on Artificial Intelligence
KurztitelECAI 2020
Land/GebietSpanien
OrtVirtuell
Zeitraum29/08/208/09/20
Internetadresse

ASJC Scopus subject areas

  • Artificial intelligence

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