Intelligent Recommendation & Decision Technologies for Community-Driven Requirements Engineering

Research output: Chapter in Book/Report/Conference proceedingConference paper

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.
Original languageEnglish
Title of host publicationECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings
EditorsGiuseppe De Giacomo, Alejandro Catala, Bistra Dilkina, Michela Milano, Senen Barro, Alberto Bugarin, Jerome Lang
PublisherIOS Press BV
Pages3017-3025
Number of pages9
ISBN (Electronic)9781643681009
DOIs
Publication statusPublished - 24 Aug 2020
Event24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020: ECAI 2020 - Virtuell, Spain
Duration: 29 Aug 20208 Sep 2020
Conference number: 24
http://ecai2020.eu/

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume325
ISSN (Print)0922-6389

Conference

Conference24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020
Abbreviated titleECAI 2020
CountrySpain
CityVirtuell
Period29/08/208/09/20
Internet address

ASJC Scopus subject areas

  • Artificial Intelligence

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