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Software Engineering Meets Systems Engineering: Conceptual Modeling Applied to Engineering Operations
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In: ISSN: 1738-7906 ; International Journal of Computer Science and Network Security ; https://hal.archives-ouvertes.fr/hal-03404932 ; International Journal of Computer Science and Network Security, International Journal of Computer Science and Network Security, 2021, ⟨10.22937/IJCSNS.2021.21.10.47⟩ (2021)
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Automating user-feedback driven requirements prioritization
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In: ISSN: 0950-5849 ; EISSN: 1873-6025 ; Information and Software Technology ; https://hal.archives-ouvertes.fr/hal-03277970 ; Information and Software Technology, Elsevier, 2021, 138, pp.106635:1-106635:16. ⟨10.1016/j.infsof.2021.106635⟩ (2021)
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Abstract:
International audience ; Context: Feedback from end users of software applications is a valuable resource in understanding what users request, what they value, and what they dislike. Information derived from user-feedback can support software evolution activities, such as requirements prioritization. User-feedback analysis is still mostly performed manually by practitioners, despite growing research in automated analysis. Objective: We address two issues in automated user-feedback analysis: (i) most of the existing automated analysis approaches that exploit linguistic analysis assume that the vocabulary adopted by users (when expressing feedback) and developers (when formulating requirements) are the same; and (ii) user-feedback analysis techniques are usually experimentally evaluated only on some user-feedback dataset, not involving assessment by potential software developers. Method: We propose an approach, ReFeed, that computes, for each requirement, the set of related user-feedback, and from such user-feedback extracts quantifiable properties which are relevant for prioritizing the requirement. The extracted properties are propagated to the related requirements, based on which ranks are computed for each requirement. ReFeed relies on domain knowledge, in the form of an ontology, helping mitigate the gap in the vocabulary of end users and developers. The effectiveness of ReFeed is evaluated on a realistic requirements prioritization scenario in two experiments involving graduate students from two different universities. Results: ReFeed is able to synthesize reasonable priorities for a given set of requirements based on properties derived from user-feedback. The implementation of ReFeed and related resources are publicly available. Conclusion: The results from our studies are encouraging in that using only three properties of user-feedback, ReFeed is able to prioritize requirements with reasonable accuracy. Such automatically determined prioritization could serve as a good starting point for requirements experts involved in the task of prioritizing requirements Future studies could explore additional user-feedback properties to improve the effectiveness of computed priorities.
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Keyword:
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation; [INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE]; Automated requirements prioritization; Automated user-feedback analysis; Empirical study
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URL: https://doi.org/10.1016/j.infsof.2021.106635 https://hal.archives-ouvertes.fr/hal-03277970
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How to quote Ethiopian authors in linguistic publications
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In: ISSN: 0002-0427 ; EISSN: 2749-0971 ; Afrika und Übersee ; https://hal.archives-ouvertes.fr/hal-02997055 ; Afrika und Übersee, Universität Hamburg, 2021, 94 (1), pp.80-90. ⟨10.15460/auue.2021.94.1.222⟩ ; https://journals.sub.uni-hamburg.de/hup1/afrikaunduebersee/ (2021)
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How to quote Ethiopian authors in linguistic publications
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In: Afrika und Übersee ; https://hal.archives-ouvertes.fr/hal-02997055 ; Afrika und Übersee, Universität Hamburg, In press (2021)
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Automatic Guide Generation for Stan via NumPyro
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In: PROBPROG 2021 - Third International Conference on Probabilistic Programming ; https://hal.archives-ouvertes.fr/hal-03401708 ; PROBPROG 2021 - Third International Conference on Probabilistic Programming, Oct 2021, Virtual, United States (2021)
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3D Serious Game Modeling and Design: Contributions to Language Learning ; Modélisation et Conception de jeu sérieux tridimensionnel : Contributions à l’apprentissage des langues
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In: https://hal.archives-ouvertes.fr/tel-03315793 ; Environnements Informatiques pour l'Apprentissage Humain. Université Ibn Tofail, Kénitra (Maroc), 2021. Français (2021)
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User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis
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In: ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages ; https://halshs.archives-ouvertes.fr/halshs-03030529 ; ComputEL-4: Fourth Workshop on the Use of Computational Methods in the Study of Endangered Languages, Mar 2021, Hawai‘i, United States (2021)
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Transdisciplinary Analysis of a Corpus of French Newsreels: The ANTRACT Project
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In: ISSN: 1938-4122 ; Digital Humanities Quarterly ; https://hal.archives-ouvertes.fr/hal-03166755 ; Digital Humanities Quarterly, Alliance of Digital Humanities, 2021, Special Issue on AudioVisual Data in DH, 15 (1) ; http://digitalhumanities.org/dhq/ (2021)
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Modelling, Reverse Engineering, and Learning Software Variability
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In: https://hal.inria.fr/tel-03521806 ; Software Engineering [cs.SE]. Université de Rennes 1, 2021 (2021)
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Supply of engineering techniques and software design patterns in psychoanalysis and psychometrics sciences ...
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CorpusExplorer ... : Eine Software zur korpuspragmatischen Analyse ...
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Learning Activities in Colours and Rainbows for Programming Skill Development ...
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Neutralization of social risks of ICT implementation in object–oriented software environments C++ and Java ...
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Neutralization of social risks of ICT implementation in object–oriented software environments C++ and Java ...
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Software Engineering Meets Systems Engineering: Conceptual Modeling Applied to Engineering Operations ...
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A Logical Programming Language as an Instrument for Specifying and Verifying Dynamic Memory ...
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Exploiting the Unique Expression for Improved Sentiment Analysis in Software Engineering Text ...
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Replication Package - Effect of requirements specification using native language on externalsoftware quality ...
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