Data Democracy
At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering
- 1st Edition - January 13, 2020
- Authors: Feras A. Batarseh, Ruixin Yang
- Language: English
- Paperback ISBN:9 7 8 - 0 - 1 2 - 8 1 8 3 6 6 - 3
- eBook ISBN:9 7 8 - 0 - 1 2 - 8 1 8 9 3 9 - 9
Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering provides a manifesto to data democracy. After reading the chapters… Read more
Purchase options
Institutional subscription on ScienceDirect
Request a sales quoteData Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned! You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you! You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world’s best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy.
- The future of the data republic, life within a data democracy, and our digital freedoms
- An in-depth analysis of open science, open data, open source software, and their future challenges
- A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology
- The democratization of Artificial Intelligence (AI), and data issues such as: Bias, imbalance, context, and knowledge extraction
- A systematic review of AI methods applied to software engineering problems
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
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 artificial 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 artificial intelligence in software engineering: a review challenging conventional wisdom
- No. of pages: 266
- Language: English
- Edition: 1
- Published: January 13, 2020
- Imprint: Academic Press
- Paperback ISBN: 9780128183663
- eBook ISBN: 9780128189399
FB
Feras A. Batarseh
RY