| Description |
1 online resource (xxiv, 241 pages) |
|
text file |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
"Data 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."-- Provided by publisher |
| Contents |
1. Data democracy for you and me (bias, truth, and context) / Feras A. Batarseh, Ruixin Yang -- 2. Data citizens : rights and responsibilities in a data republic / Jay Gendron, Dan Killian -- 3. The history and future prospects of open data and open source software / Feras A. Batarseh, Abhinav Kumar, Sam Eisenberg -- 4. Mind mapping in artificial intelligence for data democracy / José M. Guerrero -- 5. Foundations of data imbalance and solutions for a data democracy / Ajay Kulkarni, Deri Chong, Feras A. Batarseh -- 6. Data openness and democratization in healthcare : an evaluation of hospital ranking methods / Kelly Lewis, Chau Pham, Feras A. Batarseh -- 7. Knowledge formulation in the health domain : a semiotics-powered approach to data analytics and democratization / Erik W. Kuiler, Connie L. McNeely -- 8. Landsat's past paves the way for data democratization in earth science / Karen Yuan, Patrick O'Neil, Diego Torrejon -- 9. Data democracy for psychology : how do people use contextual data to solve problems and why is that important for AI systems? / Debra Hollister -- 10. The application of artificial intelligence in software engineering : a review challenging conventional wisdom / Feras A. Batarseh, Rasika Mohod, Abhinav Kumar, Justin Bui. |
| Access |
Concurrent user level: 1 user |
| Subject |
Data protection.
|
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Data protection. |
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Business ethics.
|
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Business ethics. |
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Data mining.
|
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Data mining. |
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Computer software -- Development.
|
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Computer software -- Development. |
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Artificial intelligence.
|
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Artificial intelligence. |
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Internet -- Social aspects.
|
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Internet -- Social aspects. |
|
Artificial Intelligence. |
| Genre/Form |
Electronic books.
|
| Added Author |
Batarseh, Feras, editor.
|
|
Yang, Ruixin, editor.
|
| Other Form: |
Print version: 0128183667 9780128183663 (OCoLC)1117632042 |
| ISBN |
9780128189399 (electronic book) |
|
0128189398 (electronic book) |
|
9780128183663 |
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0128183667 |
|
