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How Humans Judge Machines
How people judge humans and machines differently, in scenarios involving natural disasters, labor displacement, policing, privacy, algorithmic bias, and more. How would you feel about losing your job to a machine? How about a tsunami alert system that fails? Would you react differently to acts of discrimination depending on whether they were carried out by a machine or by a human? What about public surveillance? How Humans Judge Machines compares people's reactions to actions performed by humans and machines. Using data collected in dozens of experiments, this book reveals the biases that permeate human-machine interactions. Are there conditions in which we judge machines unfairly? Is our ju...
Why Information Grows
In Why Information Grows, rising star César Hidalgo offers a radical interpretation of global economics While economists often turn to measures like GDP or per-capita income, César Hidalgo turns to information theory to explain the success or failure of a country's economic performance. Through a radical rethinking of what the economy is, Hidalgo shows that natural constraints in our ability to accumulate knowledge, knowhow and information explain the evolution of social and economic complexity. This is a rare tour de force, linking economics, sociology, physics, biology and information theory, to explain the evolution of social and economic systems as a consequence of the physical embodiment of information in a world where knowledge is quite literally power. César Hidalgo leads the Macro Connections group at the MIT Media Lab. A trained statistical physicist and an expert on Networks and Complex Systems, he also has extensive experience in the field of economic development and has pioneered research on how big data impacts economic decision-making.
The Atlas of Economic Complexity
Maps capture data expressing the economic complexity of countries from Albania to Zimbabwe, offering current economic measures and as well as a guide to achieving prosperity Why do some countries grow and others do not? The authors of The Atlas of Economic Complexity offer readers an explanation based on "Economic Complexity," a measure of a society's productive knowledge. Prosperous societies are those that have the knowledge to make a larger variety of more complex products. The Atlas of Economic Complexity attempts to measure the amount of productive knowledge countries hold and how they can move to accumulate more of it by making more complex products. Through the graphical representatio...
Evolutionary Economic Geography
The purpose of this book is to provide a guided tour through the theoretical foundations of spatial locations of firms and industries in an evolutionary economic framework. It addresses the issues of how a location of business in geographical space is selected and where economic activity may (re)locate in the future. The analysis is in the context
Digital Habitats
Technology has changed what it means for communities to "be together." Digital tools are now part of most communities' habitats. This book develops a new literacy and language to describe the practice of stewarding technology for communities. Whether you want to ground your technology stewardship in theory and deepen your practice, whether you are a community leader or sponsor who wants to understand how communities and technology intersect, or whether you just want practical advice, this is the book for you.
Unifying Themes in Complex Systems IX
Unifying Themes in Complex Systems is a well-established series of carefully edited conference proceedings that serve to document and archive the progress made regarding cross-fertilization in this field. The International Conference on Complex Systems (ICCS) creates a unique atmosphere for scientists from all fields, engineers, physicians, executives, and a host of other professionals, allowing them to explore common themes and applications of complex systems science. With this new volume, Unifying Themes in Complex Systems continues to establish common ground between the wide-ranging domains of complex systems science.
Visual Complexity
Manuel Lima's smash hit Visual Complexity is now available in paperback. This groundbreaking 2011 book—the first to combine a thorough history of information visualization with a detailed look at today's most innovative applications—clearly illustrates why making meaningful connections inside complex data networks has emerged as one of the biggest challenges in twenty-first-century design. From diagramming networks of friends on Facebook to depicting interactions among proteins in a human cell, Visual Complexity presents one hundred of the most interesting examples of informationvisualization by the field's leading practitioners.
Partisans, Antipartisans, and Nonpartisans
Conventional wisdom suggests that partisanship has little impact on voter behavior in Brazil; what matters most is pork-barreling, incumbent performance, and candidates' charisma. This book shows that soon after redemocratization in the 1980s, over half of Brazilian voters expressed either a strong affinity or antipathy for or against a particular political party. In particular, that the contours of positive and negative partisanship in Brazil have mainly been shaped by how people feel about one party - the Workers' Party (PT). Voter behavior in Brazil has largely been structured around sentiment for or against this one party, and not any of Brazil's many others. The authors show how the PT managed to successfully cultivate widespread partisanship in a difficult environment, and also explain the emergence of anti-PT attitudes. They then reveal how positive and negative partisanship shape voters' attitudes about politics and policy, and how they shape their choices in the ballot booth.
The Human Network
Here is a fresh, intriguing, and, above all, authoritative book about how our sometimes hidden positions in various social structures—our human networks—shape how we think and behave, and inform our very outlook on life. Inequality, social immobility, and political polarization are only a few crucial phenomena driven by the inevitability of social structures. Social structures determine who has power and influence, account for why people fail to assimilate basic facts, and enlarge our understanding of patterns of contagion—from the spread of disease to financial crises. Despite their primary role in shaping our lives, human networks are often overlooked when we try to account for our most important political and economic practices. Matthew O. Jackson brilliantly illuminates the complexity of the social networks in which we are—often unwittingly—positioned and aims to facilitate a deeper appreciation of why we are who we are. Ranging across disciplines—psychology, behavioral economics, sociology, and business—and rich with historical analogies and anecdotes, The Human Network provides a galvanizing account of what can drive success or failure in life.
