Buch, Englisch, 266 Seiten, Format (B × H): 192 mm x 235 mm, Gewicht: 556 g
At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering
Buch, Englisch, 266 Seiten, Format (B × H): 192 mm x 235 mm, Gewicht: 556 g
ISBN: 978-0-12-818366-3
Verlag: Elsevier Science Publishing Co Inc
Zielgruppe
<p>AI, data science, and machine learning researchers; Data scientists and policy makers; Data analysts interested in open data, open science, and open code; Academics and practitioners deploying data for earth sciences, healthcare, government, and psychology, all citizens of the data republic</p>
Autoren/Hrsg.
Fachgebiete
- Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
Weitere Infos & Material
Section I The data republic1. Data democracy for you and me (bias, truth, and context)2. Data citizens: rights and responsibilities in a data republic3. The history and future prospects of open data and open source software4. Mind mapping in arti?cial intelligence for data democracy5. Foundations of data imbalance and solutions for a data democracy
Section II Implications of a data democracy6. Data openness and democratization in healthcare: an evaluation of hospital ranking methods7. Knowledge formulation in the health domain: a semiotics-powered approach to data analytics and democratization8. Landsat's past paves the way for data democratization in earth science9. Data democracy for psychology: how do people use contextual data to solve problems and why is that important for AI systems?10. The application of arti?cial intelligence in software engineering: a review challenging conventional wisdom