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Product-Focused Software Process Improvement

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Cover of 'Product-Focused Software Process Improvement'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 The End-Users of Software Systems Deserve Better
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    Chapter 2 Managing the Root Causes of “Internal API Hell”: An Experience Report
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    Chapter 3 Requirements for Anomaly Detection Techniques for Microservices
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    Chapter 4 Towards a DSL for AI Engineering Process Modeling
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    Chapter 5 Classification of Changes Based on API
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    Chapter 6 Defining Requirements Strategies in Agile: A Design Science Research Study
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    Chapter 7 Analysing the Relationship Between Dependency Definition and Updating Practice When Using Third-Party Libraries
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    Chapter 8 On the Limitations of Combining Sentiment Analysis Tools in a Cross-Platform Setting
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    Chapter 9 Marine Data Sharing: Challenges, Technology Drivers and Quality Attributes
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    Chapter 10 The Viability of Continuous Experimentation in Early-Stage Software Startups
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    Chapter 11 Data-Driven Improvement of Static Application Security Testing Service: An Experience Report in Visma
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    Chapter 12 Near Failure Analysis Using Dynamic Behavioural Data
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    Chapter 13 A Process Model of Product Strategy Development: A Case of a B2B SaaS Product
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    Chapter 14 Communication Skills Requirements of Junior Software Engineers − Analysis of Job Ads
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    Chapter 15 Benefit Considerations in Project Decisions
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    Chapter 16 Towards Situational Process Management for Professional Education Programmes
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    Chapter 17 Change Management in Cloud-Based Offshore Software Development: A Researchers Perspective
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    Chapter 18 Half-Empty Offices in Flexible Work Arrangements: Why Are Employees Not Returning?
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    Chapter 19 Technical Debt in Service-Oriented Software Systems
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    Chapter 20 An Investigation of Entropy and Refactoring in Software Evolution
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    Chapter 21 “To Clean Code or Not to Clean Code” A Survey Among Practitioners
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    Chapter 22 Counter the Uncertainties in a Dynamic World: An Approach to Creating Outcome-Driven Product Roadmaps
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    Chapter 23 Designing Platforms for Crowd-Based Software Prototype Validation: A Design Science Study
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    Chapter 24 Rapid Delivery of Software: The Effect of Alignment on Time to Market
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    Chapter 25 Exploring the “Why”, “How”, and “What” of Continuous Digital Service Innovation
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    Chapter 26 Why Traditional Product Roadmaps Fail in Dynamic Markets: Global Insights
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    Chapter 27 Understanding Low-Code or No-Code Adoption in Software Startups: Preliminary Results from a Comparative Case Study
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    Chapter 28 Test Case Selection with Incremental ML
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    Chapter 29 Inferring Metamorphic Relations from JavaDocs: A Deep Dive into the MeMo Approach
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    Chapter 30 An Evaluation of Cross-Project Defect Prediction Approaches on Cross-Personalized Defect Prediction
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    Chapter 31 A/B Testing in the Small: An Empirical Exploration of Controlled Experimentation on Internal Tools
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    Chapter 32 TEP-GNN: Accurate Execution Time Prediction of Functional Tests Using Graph Neural Networks
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    Chapter 33 Improving Software Regression Testing Using a Machine Learning-Based Method for Test Type Selection
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    Chapter 34 Early Identification of Invalid Bug Reports in Industrial Settings – A Case Study
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    Chapter 35 Resem : Searching Regular Expression Patterns with Semantics and Input/Output Examples
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    Chapter 36 Building a Unified Ontology for Behavior Driven Development Scenarios
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    Chapter 37 Quality Metrics for Software Development Management and Decision Making: An Analysis of Attitudes and Decisions
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    Chapter 38 Are NLP Metrics Suitable for Evaluating Generated Code?
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    Chapter 39 Automated and Robust User Story Coverage
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    Chapter 40 Tidy Up Your Source Code! Eliminating Wasteful Statements in Automatically Repaired Source Code
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    Chapter 41 Utilizing User Stories to Bring AI Ethics into Practice in Software Engineering
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    Chapter 42 Classical to Quantum Software Migration Journey Begins: A Conceptual Readiness Model
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    Chapter 43 Technical Debt Forecasting from Source Code Using Temporal Convolutional Networks
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    Chapter 44 Adagio: A Bot for Audio Processing Against Violence
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    Chapter 45 End Users’ Perspective of Performance Issues in Google Play Store Reviews
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    Chapter 46 Predicting Bug-Fixing Time: DistilBERT Versus Google BERT
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    Chapter 47 Proposing Isomorphic Microservices Based Architecture for Heterogeneous IoT Environments
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    Chapter 48 Ethical Tools, Methods and Principles in Software Engineering and Development: Case Ethical User Stories
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    Chapter 49 Architectural Degradation and Technical Debt Dashboards
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    Chapter 50 The Impact of Business Design in Improving the Offering of Professional Software Services
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    Chapter 51 Applications of MLOps in the Cognitive Cloud Continuum
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    Chapter 52 Implementing Artificial Intelligence Ethics in Trustworthy System Development - Making AI Ethics a Business Case
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    Chapter 53 Developing a Critical Success Factor Model for DevOps
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    Chapter 54 Strategic ICT Procurement in Finland: Tensions and Opportunities
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    Chapter 55 Leverage Software Containers Adoption by Decreasing Cyber Risks and Systemizing Refactoring of Monolithic Applications
Attention for Chapter 4: Towards a DSL for AI Engineering Process Modeling
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Chapter title
Towards a DSL for AI Engineering Process Modeling
Chapter number 4
Book title
Product-Focused Software Process Improvement
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-21388-5_4
Book ISBNs
978-3-03-121387-8, 978-3-03-121388-5
Authors

Morales, Sergio, Clarisó, Robert, Cabot, Jordi

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