Fairness By Design

We all live in and with organizations such as companies, project groups, the local authorities, school, associations, churches, political parties and the state. There are many reasons why organizations might not function optimally, most of which however have a common cause: Members begin exploiting their power for their own goals in excess, at the cost of others. Although this is often a known cause in principle, there is a lack of concrete, effective, and practical remedies. Fairness Design offers a systematic solution for it, one that goes to the roots of the issue. Fairness Design enables organization to operate better – for the good of all members – with the establishment of more egalitarian organizational structure, more competition, and more democratic decisions. This paves the way, for example, for good ideas that serve the good of the organization to prevail. Organization members can better develop their skills, are more satisfied, and the organization operates more successfully.

An exploration of how design might be led by marginalized communities, dismantle structural inequality, and advance collective liberation and ecological survival. What is the relationship between design, power, and social justice? “Design justice” is an approach to design that is led by marginalized communities and that aims expilcitly to challenge, rather than reproduce, structural inequalities. It has emerged from a growing community of designers in various fields who work closely with social movements and community-based organizations around the world. This book explores the theory and practice of design justice, demonstrates how universalist design principles and practices erase certain groups of people—specifically, those who are intersectionally disadvantaged or multiply burdened under the matrix of domination (white supremacist heteropatriarchy, ableism, capitalism, and settler colonialism)—and invites readers to “build a better world, a world where many worlds fit; linked worlds of collective liberation and ecological sustainability.” Along the way, the book documents a multitude of real-world community-led design practices, each grounded in a particular social movement. Design Justice goes beyond recent calls for design for good, user-centered design, and employment diversity in the technology and design professions; it connects design to larger struggles for collective liberation and ecological survival.

"Our calling is to drop our egos, commit to removing barriers, and treat our learners with the unequivocal respect and dignity they deserve." --Mirko Chardin and Katie Novak When it comes to the hard work of reconstructing our schools into places where every student has the opportunity to succeed, Mirko Chardin and Katie Novak are absolutely convinced that teachers should serve as our primary architects. And by "teachers" they mean legions of teachers working in close collaboration. After all, it’s teachers who design students’ learning experiences, who build student relationships . . . who ultimately have the power to change the trajectory of our students’ lives. Equity by Design is intended to serve as a blueprint for teachers to alter the all-too-predictable outcomes for our historically under-served students. A first of its kind resource, the book makes the critical link between social justice and Universal Design for Learning (UDL) so that we can equip students (and teachers, too) with the will, skill, and collective capacity to enact positive change. Inside you’ll find: Concrete strategies for designing and delivering a culturally responsive, sustainable, and equitable framework for all students Rich examples, case studies, and implementation spotlights of educators, students (including Parkland survivors), and programs that have embraced a social justice imperative Evidence-based application of best practices for UDL to create more inclusive and equitable classrooms A flexible format to facilitate use with individual teachers, teacher teams, and as the basis for whole-school implementation "Every student," Mirko and Katie insist, "deserves the opportunity to be successful regardless of their zip code, the color of their skin, the language they speak, their sexual and/or gender identity, and whether or not they have a disability." Consider Equity by Design a critical first step forward in providing that all-important opportunity. Also From Corwin: Hammond/Culturally Responsive Teaching & the Brain: 9781483308012 Moore/The Guide for White Women Who Teach Black Boys: 9781506351681 France/Reclaiming Professional Learning: 9781544360669

The authors define fairness mathematically, demonstrate how newly developed curve and surface schemes guarantee fairness, and assist the user in identifying and removing shape aberrations in a surface model without destroying the principal shape characteristics of the model. A valuable resource for engineers working in CAD, CAM, or computer-aided engineering.

Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.

Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.