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In the current era, people and society have grown increasingly
reliant on artificial intelligence (AI) technologies. AI has the
potential to drive us towards a future in which all of humanity
flourishes. It also comes with substantial risks for oppression and
calamity. In response, researchers and organizations have been
working to publish principles and develop AI regulations for the
responsible use of AI in consequential application domains.
However, these theoretically formulated principles and regulations
also need to be turned into actionable algorithms to materialize AI
for good.This book introduces a unified perspective of Socially
Responsible AI to help bridge conceptual AI principles to
responsible AI practice. It begins with an interdisciplinary
definition of socially responsible AI and the AI responsibility
pyramid. Existing efforts seeking to materialize the mainstream
responsible AI principles are then presented. The book also
discusses how to leverage advanced AI techniques to address the
challenging societal issues through Protecting, Informing, and
Preventing, and concludes with open problems and challenges.This
book serves as a convenient entry point for researchers,
practitioners, and students to understand the problems and
challenges of socially responsible AI, and to identify how their
areas of expertise can contribute to making AI socially
responsible.
The Handbook of Organic Analytical Reagents, 2nd Edition, is an
indispensable source book of physico-chemical properties,
preparation, and analytical applications of the most commonly used
organic reagents. Updated from the 1st Edition, this volume
includes data on 40 new reagents (such as ultra-high sensitive azo
dyes, fluorescent calcium indicators, and chromogenic crown ethers
and porphyrin reagents), a new Reagent Index listing reagents
according to the elements to be assayed, and completely updated
references. Each entry contains information on synonyms, sources
and methods of synthesis, analytical applications, complexation
reactions and the properties of complexes, purification and purity
of the reagent, and other regeants with a related structure. The
Handbook of Organic Analytical Reagents, 2nd Edition, is an
invaluable bench-side reference for professional analytical
chemists and graduate students.
The Handbook of Organic Analytical Reagents, 2nd Edition, is an indispensable source book of physico-chemical properties, preparation, and analytical applications of the most commonly used organic reagents. Updated from the 1st Edition, this volume includes data on 40 new reagents (such as ultra-high sensitive azo dyes, fluorescent calcium indicators, and chromogenic crown ethers and porphyrin reagents), a new Reagent Index listing reagents according to the elements to be assayed, and completely updated references.
Each entry contains information on synonyms, sources and methods of synthesis, analytical applications, complexation reactions and the properties of complexes, purification and purity of the reagent, and other regeants with a related structure. The Handbook of Organic Analytical Reagents, 2nd Edition, is an invaluable bench-side reference for professional analytical chemists and graduate students.
How can countries develop their ports to become gateways for
economic prosperity? Despite being endowed with natural coastlines,
many countries in Africa and Asia have struggled to translate this
competitive advantage into vehicles for economic transformation.
What China achieved can be informative.
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