| Description |
1 online resource (241 pages) |
| Series |
Lecture Notes in Computer Science ; 12685 |
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LNCS sublibrary, SL 2, Programming and software engineering |
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Lecture notes in computer science ; 12685.
|
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LNCS sublibrary. SL 2, Programming and software engineering.
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| Contents |
Intro -- Preface -- Organization -- Keynotes -- Practicing (Whose?) Values: Requirements Engineering as a Catalyst for Technology Justice -- The Challenge(s) of Teaching Requirements Engineering -- What Makes Intelligent Visual Analytics Tools Really Intelligent? -- Contents -- Natural Language Processing and Machine Learning -- Is Requirements Similarity a Good Proxy for Software Similarity? An Empirical Investigation in Industry -- 1 Introduction -- 2 Related Work -- 3 Study Design -- 3.1 Study Context -- 3.2 Objective and Research Questions -- 3.3 Data Collection |
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3.4 Language Models for Requirements Similarity -- 3.5 Software Similarity Pipeline -- 3.6 Execution -- 3.7 Data Analysis -- 4 Results -- 5 Discussion -- 6 Threats to Validity -- 7 Conclusion and Future Work -- References -- Automatic Detection of Causality in Requirement Artifacts: The CiRA Approach -- 1 Introduction -- 2 Terminology -- 3 Case Study: Causality in Requirement Documents -- 3.1 Research Questions -- 3.2 Study Objects -- 3.3 Study Design -- 3.4 Study Results -- 3.5 Implications for Causality Detection and Extraction -- 3.6 Threats to Validity |
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4 Approach: Detecting Causal Requirements -- 4.1 Methods -- 4.2 Evaluation Procedure -- 4.3 Experimental Results -- 5 Related Work -- 6 Conclusion and Next Steps -- References -- Improving Trace Link Recovery Using Semantic Relation Graphs and Spreading Activation -- 1 Introduction -- 2 Background -- 2.1 Trace Link Recovery -- 2.2 Knowledge Representation -- 2.3 Existing Approach -- 3 Datasets: Characteristics of Requirements -- 4 Approach Revisions -- 4.1 Knowledge Base Construction -- 4.2 Semantic Search -- 5 Evaluation -- 5.1 Metrics -- 5.2 Results for Datasets -- 5.3 Limitations |
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6 Discussion -- 7 Conclusion -- References -- CORG: A Component-Oriented Synthetic Textual Requirements Generator -- 1 Introduction -- 2 Background -- 3 CORG Formal Grammar -- 4 CORG -- 4.1 Content Determination -- 4.2 Textual Structuring -- 4.3 Sentence Aggregation -- 4.4 Lexicalisation -- 4.5 Realisation -- 4.6 Requirements Checking -- 5 Evaluation -- 5.1 Generation Coverage -- 5.2 Time Performance -- 5.3 Diversity Evaluation -- 5.4 Correctness Evaluation -- 5.5 Realisticness Evaluation -- 5.6 Strengths and Limitations -- 6 Related Work -- 7 Conclusion -- References |
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Automatically Classifying Non-functional Requirements with Feature Extraction and Supervised Machine Learning Techniques: A Research Preview -- 1 Introduction -- 2 Related Work -- 2.1 Analysis -- 3 Research Investigation -- 3.1 Datasets -- 3.2 Research Methodology -- 4 Preliminary Evaluation -- 4.1 Preliminary Analysis -- 4.2 Preliminary Validation -- 5 Conclusion and Future Work -- References -- RE for AI-Enabled Systems -- AdaptationExplore -- A Process for Elicitation, Negotiation, and Documentation of Adaptive Requirements -- 1 Introduction -- 2 Related Work -- 3 Process Overview |
| Summary |
This book constitutes the proceedings of the 27th International Working Conference on Requirements Engineering - Foundation for Software Quality, REFSQ 2021, which was due to be held in Essen, Germany, in April 2021. Due to the COVID-19 pandemic the conference was held virtually in April 2021. The special focus of this year̀s REFSQ 2021 conference are contributions emphasizing the importance of human values, such as privacy and fairness, when designing software-intensive systems as well as the challenges that intelligent and autonomous systems pose due to the tight interplay with humans |
| Notes |
"REFSQ 2021 was expected to be held in Essen, Germany, but the COVID-19 pandemic led the organizers to the decision to opt for a virtual conference that took place during April12-15, 2021"--Preface |
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4 Running Example |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed April 13, 2021) |
| Subject |
Requirements engineering -- Congresses
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Computer software -- Quality control -- Congresses
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Computer software -- Quality control
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Requirements engineering
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Dalpiaz, Fabiano.
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Spoletini, Paola
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| ISBN |
9783030731281 |
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3030731286 |
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