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Artificial intelligence and software testing : building systems you can trust / / Adam Leon Smith [and five others]
| Artificial intelligence and software testing : building systems you can trust / / Adam Leon Smith [and five others] |
| Autore | Smith Adam Leon |
| Pubbl/distr/stampa | Swindon, UK : , : BCS Learning and Development Ltd, , [2022] |
| Descrizione fisica | 1 online resource (194 pages) |
| Disciplina | 006.3 |
| Soggetto topico | Artificial intelligence |
| Soggetto non controllato |
Computer Software
Artificial Intelligence Machine Learning Computers |
| ISBN | 1-78017-578-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Cover -- Half-Title Page -- Bcs, The Chartered Institute For It -- Title Page -- Copyright Page -- Contents -- List of figures and tables -- About the authors -- Abbreviations -- Glossary -- Preface -- 1. Introduction -- The challenges of testing AI -- Summary -- 2. AI Trustworthiness and Quality -- Trustworthiness -- AI quality problems -- A model for measuring AI quality -- Regulation of AI quality -- Summary -- 3. Quality and Bias -- Consequences of the bias definition -- Bias in everyday life -- Unintended bias -- Simpson's paradox -- Summary -- 4. Testing Machine Learning Systems -- The role of a tester -- The nature of ML -- Testing metrics -- Testing techniques -- Testing AI-specific characteristics -- Non-deterministic systems -- Transparency, explainability and interpretability -- Summary -- 5. AI-based Test Automation -- Quality assurance -- Testing versus test automation -- AI in unit test automation -- AI in UI level test automation -- Applying AI to other tasks in software quality assurance -- Evaluating tool support for testing -- Tasks that will likely remain challenging for AI -- Summary -- 6. Ontologies for Software Testing -- About ontologies -- Using ontologies for software testing -- Trends in ontology-driven software testing -- Summary -- 7. Shifting Right into the Metaverse with Digital Twin Testing -- The shift-right approach to testing -- Cognitive engineering principles -- Digital twin concept in shifting right -- Case study: helping the community stay safe during the pandemic -- Case study: Smart City Data Exchange - testing in the metaverse -- Shifting right into the metaverse -- Evolution, over revolution -- Summary -- References -- Index. |
| Record Nr. | UNINA-9910795666703321 |
Smith Adam Leon
|
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| Swindon, UK : , : BCS Learning and Development Ltd, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial intelligence and software testing : building systems you can trust / / Adam Leon Smith [and five others]
| Artificial intelligence and software testing : building systems you can trust / / Adam Leon Smith [and five others] |
| Autore | Smith Adam Leon |
| Pubbl/distr/stampa | Swindon, UK : , : BCS Learning and Development Ltd, , [2022] |
| Descrizione fisica | 1 online resource (194 pages) |
| Disciplina | 006.3 |
| Soggetto topico | Artificial intelligence |
| Soggetto non controllato |
Computer Software
Artificial Intelligence Machine Learning Computers |
| ISBN | 1-78017-578-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front Cover -- Half-Title Page -- Bcs, The Chartered Institute For It -- Title Page -- Copyright Page -- Contents -- List of figures and tables -- About the authors -- Abbreviations -- Glossary -- Preface -- 1. Introduction -- The challenges of testing AI -- Summary -- 2. AI Trustworthiness and Quality -- Trustworthiness -- AI quality problems -- A model for measuring AI quality -- Regulation of AI quality -- Summary -- 3. Quality and Bias -- Consequences of the bias definition -- Bias in everyday life -- Unintended bias -- Simpson's paradox -- Summary -- 4. Testing Machine Learning Systems -- The role of a tester -- The nature of ML -- Testing metrics -- Testing techniques -- Testing AI-specific characteristics -- Non-deterministic systems -- Transparency, explainability and interpretability -- Summary -- 5. AI-based Test Automation -- Quality assurance -- Testing versus test automation -- AI in unit test automation -- AI in UI level test automation -- Applying AI to other tasks in software quality assurance -- Evaluating tool support for testing -- Tasks that will likely remain challenging for AI -- Summary -- 6. Ontologies for Software Testing -- About ontologies -- Using ontologies for software testing -- Trends in ontology-driven software testing -- Summary -- 7. Shifting Right into the Metaverse with Digital Twin Testing -- The shift-right approach to testing -- Cognitive engineering principles -- Digital twin concept in shifting right -- Case study: helping the community stay safe during the pandemic -- Case study: Smart City Data Exchange - testing in the metaverse -- Shifting right into the metaverse -- Evolution, over revolution -- Summary -- References -- Index. |
| Record Nr. | UNINA-9910808154903321 |
|
Smith Adam Leon
|
||
| Swindon, UK : , : BCS Learning and Development Ltd, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial intelligence and software testing : building systems you can trust / / Adam Leon Smith [and five others]
| Artificial intelligence and software testing : building systems you can trust / / Adam Leon Smith [and five others] |
| Autore | Smith Adam Leon |
| Pubbl/distr/stampa | [Place of publication not identified] : , : Lightning Source Inc., , 2022 |
| Descrizione fisica | 1 online resource (150 pages) |
| Disciplina | 006.3 |
| Soggetto topico |
Artificial intelligence
Computer software - Testing |
| Soggetto non controllato |
Software Testing & QA
Digital business & innovation |
| ISBN |
1-5231-4836-5
1-78017-577-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- AI Trustworthiness and Quality -- Quality and Bias -- Testing Machine Learning Systems -- AI-based Test Automation -- Ontologies for Software Testing -- Shifting Right into the Metaverse with Digital Twin Testing. |
| Altri titoli varianti | Artificial Intelligence and Software Testing |
| Record Nr. | UNINA-9911007182803321 |
|
Smith Adam Leon
|
||
| [Place of publication not identified] : , : Lightning Source Inc., , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||