Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering

ISBN-13: 9780128183663 / Angielski / Miękka / 2020 / 266 str.

Feras A. Batarseh; Ruixin Yang

Recenzje

"Not sure what data democracy is? But your interest is piqued because it has sounds "data” in the title? Well, you should be interested and you'll understand the term well if you give Data Democracy a thorough read.The author claims the book to be a manifesto for data democracy, and it succeeds in that challenge. Everybody is part of the "data republic” and therefore needs to be aware of their data. who has access to it, how they got access to it, how it is being used, how it is protected, and more. In short, data democracy is the concept of sharing data instead of letting it be monopolized by a few large concerns. Of course, it is not quite that simple, so a book is needed. this book. If you consume or create data - and at this point who does not - you will benefit by reading Data Democracy." --Data and Technology Today

Spis treści

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