Handbook on Natural Language Processing for Requirements Engineering
portes grátis
Handbook on Natural Language Processing for Requirements Engineering
Ginde, Gouri; Ferrari, Alessio
Springer International Publishing AG
12/2024
517
Dura
9783031731426
Pré-lançamento - envio 15 a 20 dias após a sua edição
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1. Handbook on Natural Language Processing for Requirements Engineering: Overview.- Part I: NLP for Downstream RE Tasks.- 2. Machine Learning for Requirements Classification.- 3. Requirements Similarity and Retrieval.- 4. Natural Language Processing for Requirements Traceability.- 5. Detecting Defects in Natural Language Requirements Specifications.- 6. Automated Requirements Terminology Extraction.- 7. Automated Requirements Relations Extraction.- Part II: NLP for Specialised Types of Requirements and Artefacts.- 8. Legal Requirements Analysis: A Regulatory Compliance Perspective.- 9. Privacy Requirements Acquisition and Analysis.- 10. On the Automated Processing of User Feedback.- 11. Mining Issue Trackers: Concepts and Techniques.- 12. Automated Analysis of User Story Requirements.- Part III: NLP for RE in Practice.- 13. NLP4RE Tools: Classification, Overview, and Management.- 14. Empirical Evaluation of Tools for Hairy Natural Language Requirements Engineering Tasks.- 15. Practical Guidelines for the Selection and Evaluation of Natural Language Processing Techniques in Requirements Engineering.- 16. Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline.- 17. Dealing with Data for RE: Mitigating Challenges while Using NLP and Generative AI.
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Requirements Elicitation;NLP Tools for Requirements;User Stories;Requirements Engineering;Natural Language Processing;Requirements Analysis;Large Language Models;Generative AI
1. Handbook on Natural Language Processing for Requirements Engineering: Overview.- Part I: NLP for Downstream RE Tasks.- 2. Machine Learning for Requirements Classification.- 3. Requirements Similarity and Retrieval.- 4. Natural Language Processing for Requirements Traceability.- 5. Detecting Defects in Natural Language Requirements Specifications.- 6. Automated Requirements Terminology Extraction.- 7. Automated Requirements Relations Extraction.- Part II: NLP for Specialised Types of Requirements and Artefacts.- 8. Legal Requirements Analysis: A Regulatory Compliance Perspective.- 9. Privacy Requirements Acquisition and Analysis.- 10. On the Automated Processing of User Feedback.- 11. Mining Issue Trackers: Concepts and Techniques.- 12. Automated Analysis of User Story Requirements.- Part III: NLP for RE in Practice.- 13. NLP4RE Tools: Classification, Overview, and Management.- 14. Empirical Evaluation of Tools for Hairy Natural Language Requirements Engineering Tasks.- 15. Practical Guidelines for the Selection and Evaluation of Natural Language Processing Techniques in Requirements Engineering.- 16. Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline.- 17. Dealing with Data for RE: Mitigating Challenges while Using NLP and Generative AI.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.