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Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (134 download)
Download or read book Workshop on Software Engineering for Responsible AI written by and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Qinghua Lu
Publisher :
ISBN 13 : 9781450393195
Total Pages : 0 pages
Book Rating : 4.3/5 (931 download)
Download or read book Proceedings of the 1st Workshop on Software Engineering for Responsible AI. written by Qinghua Lu and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : IEEE Staff
Publisher :
ISBN 13 : 9781665462358
Total Pages : 0 pages
Book Rating : 4.4/5 (623 download)
Download or read book 2022 IEEE ACM 1st International Workshop on Software Engineering for Responsible Artificial Intelligence (SE4RAI) written by IEEE Staff and published by . This book was released on 2022-05-17 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) continues demonstrating its positive impact on society and successful adoptions in data rich domains The global AI market was valued at USD 62 35 billion in 2020 and is expected to grow with an annual growth rate of 40 2 from 2021 to 2028 Although AI is solving real world challenges and transforming industries, there are serious concerns about its ability to behave and make decisions in a responsible way touching on lives and human values Responsible AI is one of the greatest scientific challenges of our time and societies
Author : CSIRO
Publisher : Addison-Wesley Professional
ISBN 13 : 0138073880
Total Pages : 425 pages
Book Rating : 4.1/5 (38 download)
Download or read book Responsible AI written by CSIRO and published by Addison-Wesley Professional. This book was released on 2023-12-08 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE FIRST PRACTICAL GUIDE FOR OPERATIONALIZING RESPONSIBLE AI ̃FROM MUL TI°LEVEL GOVERNANCE MECHANISMS TO CONCRETE DESIGN PATTERNS AND SOFTWARE ENGINEERING TECHNIQUES. AI is solving real-world challenges and transforming industries. Yet, there are serious concerns about its ability to behave and make decisions in a responsible way. Operationalizing responsible AI is about providing concrete guidelines to a wide range of decisionmakers and technologists on how to govern, design, and build responsible AI systems. These include governance mechanisms at the industry, organizational, and team level; software engineering best practices; architecture styles and design patterns; system-level techniques connecting code with data and models; and trade-offs in design decisions. Responsible AI includes a set of practices that technologists (for example, technology-conversant decision-makers, software developers, and AI practitioners) can undertake to ensure the AI systems they develop or adopt are trustworthy throughout the entire lifecycle and can be trusted by those who use them. The book offers guidelines and best practices not just for the AI part of a system, but also for the much larger software infrastructure that typically wraps around the AI. First book of its kind to cover the topic of operationalizing responsible AI from the perspective of the entire software development life cycle. Concrete and actionable guidelines throughout the lifecycle of AI systems, including governance mechanisms, process best practices, design patterns, and system engineering techniques. Authors are leading experts in the areas of responsible technology, AI engineering, and software engineering. Reduce the risks of AI adoption, accelerate AI adoption in responsible ways, and translate ethical principles into products, consultancy, and policy impact to support the AI industry. Online repository of patterns, techniques, examples, and playbooks kept up-to-date by the authors. Real world case studies to demonstrate responsible AI in practice. Chart the course to responsible AI excellence, from governance to design, with actionable insights and engineering prowess found in this defi nitive guide.
Author : Stephan Goericke
Publisher : Springer Nature
ISBN 13 : 3030295095
Total Pages : 272 pages
Book Rating : 4.0/5 (32 download)
Download or read book The Future of Software Quality Assurance written by Stephan Goericke and published by Springer Nature. This book was released on 2019-11-19 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book, published to mark the 15th anniversary of the International Software Quality Institute (iSQI), is intended to raise the profile of software testers and their profession. It gathers contributions by respected software testing experts in order to highlight the state of the art as well as future challenges and trends. In addition, it covers current and emerging technologies like test automation, DevOps, and artificial intelligence methodologies used for software testing, before taking a look into the future. The contributing authors answer questions like: "How is the profession of tester currently changing? What should testers be prepared for in the years to come, and what skills will the next generation need? What opportunities are available for further training today? What will testing look like in an agile world that is user-centered and fast-paced? What tasks will remain for testers once the most important processes are automated?" iSQI has been focused on the education and certification of software testers for fifteen years now, and in the process has contributed to improving the quality of software in many areas. The papers gathered here clearly reflect the numerous ways in which software quality assurance can play a critical role in various areas. Accordingly, the book will be of interest to both professional software testers and managers working in software testing or software quality assurance.
Author : Ben Shneiderman
Publisher : Oxford University Press
ISBN 13 : 0192845292
Total Pages : 390 pages
Book Rating : 4.1/5 (928 download)
Download or read book Human-Centered AI written by Ben Shneiderman and published by Oxford University Press. This book was released on 2022 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realist's guide to how artificial intelligence can be used to augment and enhance humans' lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity.
Author : IEEE Computer Society
Publisher :
ISBN 13 : 9780769551661
Total Pages : 348 pages
Book Rating : 4.5/5 (516 download)
Download or read book Guide to the Software Engineering Body of Knowledge (Swebok(r)) written by IEEE Computer Society and published by . This book was released on 2014 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the Guide to the Software Engineering Body of Knowledge (SWEBOK(R) Guide), the IEEE Computer Society establishes a baseline for the body of knowledge for the field of software engineering, and the work supports the Society's responsibility to promote the advancement of both theory and practice in this field. It should be noted that the Guide does not purport to define the body of knowledge but rather to serve as a compendium and guide to the knowledge that has been developing and evolving over the past four decades. Now in Version 3.0, the Guide's 15 knowledge areas summarize generally accepted topics and list references for detailed information. The editors for Version 3.0 of the SWEBOK(R) Guide are Pierre Bourque (Ecole de technologie superieure (ETS), Universite du Quebec) and Richard E. (Dick) Fairley (Software and Systems Engineering Associates (S2EA)).
Author : A.I. Wasserman
Publisher : Springer Science & Business Media
ISBN 13 : 1461298989
Total Pages : 167 pages
Book Rating : 4.4/5 (612 download)
Download or read book Software Engineering Education written by A.I. Wasserman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Software engineering" is a term which was coined in the late 1960's as the theme for a workshop on the problems involved in producing software that could be developed economicaLly and would run reliably on real machines. Even now, software engineering is more of a wish than a reality, but the last few years have seen an increased awareness of the need to apply an engineering-type discipline to the design and construction of software systems. Many new proposals have been made for the management of software development and maintenance and many methodologies have been suggested for improving the programming process. As these problems and solutions become better understood, there is a growing need to teach these concepts to students and to practicing professionals. As a prelude to the educational process, it is necessary to gain an understanding of the software design and development process in industry and government, to define the appropriate job categories, and to identify the fundamental content areas of soft ware engineering. The need for quality education in software engineering is now recognized by practitioners and educators alike, and various educational endeavors in this area are now being formulated. Yet, discussions we had had over the past year or so led us to believe that there was insufficient contact between practitioners and educators, with the resultant danger that each group would go off in separate ways rather than working together.
Author : Christine Leitner, Jens Neuhüttler, Clara Bassano and Debra Satterfield
Publisher : AHFE International
ISBN 13 : 1958651842
Total Pages : 421 pages
Book Rating : 4.9/5 (586 download)
Download or read book The Human Side of Service Engineering written by Christine Leitner, Jens Neuhüttler, Clara Bassano and Debra Satterfield and published by AHFE International. This book was released on 2023-07-19 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023), July 20–24, 2023, San Francisco, USA
Author : Hermann Kaindl
Publisher : Springer Nature
ISBN 13 : 3031641825
Total Pages : 356 pages
Book Rating : 4.0/5 (316 download)
Download or read book Evaluation of Novel Approaches to Software Engineering written by Hermann Kaindl and published by Springer Nature. This book was released on with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Virginia Dignum
Publisher : Springer Nature
ISBN 13 : 3030303713
Total Pages : 127 pages
Book Rating : 4.0/5 (33 download)
Download or read book Responsible Artificial Intelligence written by Virginia Dignum and published by Springer Nature. This book was released on 2019-11-04 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.
Author : Matthias Galster
Publisher : Springer Nature
ISBN 13 : 3031707974
Total Pages : 426 pages
Book Rating : 4.0/5 (317 download)
Download or read book Software Architecture written by Matthias Galster and published by Springer Nature. This book was released on with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Tareq Ahram
Publisher : Springer Nature
ISBN 13 : 3030513289
Total Pages : 624 pages
Book Rating : 4.0/5 (35 download)
Download or read book Advances in Artificial Intelligence, Software and Systems Engineering written by Tareq Ahram and published by Springer Nature. This book was released on 2020-07-03 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses emerging issues concerning the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, social and analytical aspects of computing and intelligent technologies, and highlights ways to improve the acceptance, effectiveness, and efficiency of said technologies. Topics such as responsibility, integration and training are discussed throughout. The book also reports on the latest advances in systems engineering, with a focus on societal challenges and next-generation systems and applications for meeting them. Based on the AHFE 2020 Virtual Conference on Software and Systems Engineering, and the AHFE 2020 Virtual Conference on Artificial Intelligence and Social Computing, held on July 16–20, 2020, it provides readers with extensive information on current research and future challenges in these fields, together with practical insights into the development of innovative services for various purposes.
Author : Cristina Baroglio
Publisher : Springer Nature
ISBN 13 : 3030665348
Total Pages : 163 pages
Book Rating : 4.0/5 (36 download)
Download or read book Engineering Multi-Agent Systems written by Cristina Baroglio and published by Springer Nature. This book was released on 2021-01-06 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Workshop on Engineering Multi-Agent Systems, EMAS 2020, held in Auckland, New Zealand, in May 2020. Due to the COVID-19 pandemic the conference was held virtually. The 10 revised full papers presented in this book were carefully selected and reviewed from 16 submissions. The papers cover a broad range of topics in the domains of agent-oriented software engineering, programming multi-agent systems, declarative agent languages and technologies, artificial intelligence, and machine learning.
Author : Sharma, Avinash Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 375 pages
Book Rating : 4.3/5 (693 download)
Download or read book Advancing Software Engineering Through AI, Federated Learning, and Large Language Models written by Sharma, Avinash Kumar and published by IGI Global. This book was released on 2024-05-02 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid evolution of software engineering demands innovative approaches to meet the growing complexity and scale of modern software systems. Traditional methods often need help to keep pace with the demands for efficiency, reliability, and scalability. Manual development, testing, and maintenance processes are time-consuming and error-prone, leading to delays and increased costs. Additionally, integrating new technologies, such as AI, ML, Federated Learning, and Large Language Models (LLM), presents unique challenges in terms of implementation and ethical considerations. Advancing Software Engineering Through AI, Federated Learning, and Large Language Models provides a compelling solution by comprehensively exploring how AI, ML, Federated Learning, and LLM intersect with software engineering. By presenting real-world case studies, practical examples, and implementation guidelines, the book ensures that readers can readily apply these concepts in their software engineering projects. Researchers, academicians, practitioners, industrialists, and students will benefit from the interdisciplinary insights provided by experts in AI, ML, software engineering, and ethics.
Author : Patrick Hall
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098102398
Total Pages : 496 pages
Book Rating : 4.0/5 (981 download)
Download or read book Machine Learning for High-Risk Applications written by Patrick Hall and published by "O'Reilly Media, Inc.". This book was released on 2023-04-17 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight in their widespread implementation has resulted in some incidents and harmful outcomes that could have been avoided with proper risk management. Before we can realize AI/ML's true benefit, practitioners must understand how to mitigate its risks. This book describes approaches to responsible AI—a holistic framework for improving AI/ML technology, business processes, and cultural competencies that builds on best practices in risk management, cybersecurity, data privacy, and applied social science. Authors Patrick Hall, James Curtis, and Parul Pandey created this guide for data scientists who want to improve real-world AI/ML system outcomes for organizations, consumers, and the public. Learn technical approaches for responsible AI across explainability, model validation and debugging, bias management, data privacy, and ML security Learn how to create a successful and impactful AI risk management practice Get a basic guide to existing standards, laws, and assessments for adopting AI technologies, including the new NIST AI Risk Management Framework Engage with interactive resources on GitHub and Colab
Author : Daniela Damian
Publisher : Springer Nature
ISBN 13 : 1484296516
Total Pages : 538 pages
Book Rating : 4.4/5 (842 download)
Download or read book Equity, Diversity, and Inclusion in Software Engineering written by Daniela Damian and published by Springer Nature. This book was released on with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt:
