Building The Collective

Building the Collective showcases over 100 posters and other graphic works, representing the talents of a wide variety of artists, from the acclaimed to the anonymous. Color reproductions of works by Gustav Klutsis, Aleksandr Rodchenko, El Lissitzky, and the Stenberg brothers - as well as those of lesser-know but important designers such as Aleksandr Deineka, Viktor Deni, and Elena Semenova - are shown alongside posters created by "brigades" of designers who worked collectively and anonymously in the spirit of the times.

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details." -- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths." -- Tim Wolters, CTO, Collective Intellect

Collective Capacity Building: Shaping Education and Communication in Knowledge Society explores different forms of expression of capacity building, in educational, societal and cultural contexts. In particular, collective capacity building in higher education is analysed and illustrated in a number of educational offers for professionals.

Building Dignified Worlds examines how contemporary collectives are designing alternative economies. Contemporary collectives differ markedly from previous groups associated with revolutionary politics. Instead of assembling large groups of workers around labor issues, these new collectives creatively arrange diverse peoples, animals, natural environments, and technologies around economic concerns. Like older forms of leftist organizing, these collectives seek to bring about change. However, rather than working to overthrow and replace an underlying capitalist system with an equally totalizing alternative like socialism, they experiment with new forms of economic life. As Gerda Roelvink notes, current markets are better conceptualized as dynamic social networks open to intervention fey innovative social movements that do not simply protest but actively forge functional alternatives. Radical scholars have theorized social transformation as a performative act and have provided extensive analysis of how discourse shade the world through language and is materialized in bodies and practices. Until now through little has been written about the geographical nature of collective associations "performing" new worlds. Taking actor-network and performativity theories of action as starting points, Roelvink reveals how the relational and geographical nature of performative action is central to the ways in which hybrid collectives strive to create alternative economies.

Towards Collective Liberation: Anti-Racist Organizing, Feminist Praxis, and Movement Building Strategy is for activists engaging with dynamic questions of how to create and support effective movements for visionary systemic change. Chris Crass’s collection of essays and interviews presents us with powerful lessons for transformative organizing through offering a firsthand look at the challenges and the opportunities of anti-racist work in white communities, feminist work with men, and bringing women of color feminism into the heart of social movements. Drawing on two decades of personal activist experience and case studies of anti-racist social justice organizations, Crass insightfully explores ways of transforming divisions of race, class, and gender into catalysts for powerful vision, strategy, and movement building in the United States today. Over the last two decades, activists in the United States have been experimenting with new politics and organizational approaches that stem from a fusion of radical political traditions and liberation struggles. Drawing inspiration from women of color feminism, justice struggles in communities of color, anarchist and socialist movements, the broad upsurges of the 1960s and 70s, and social movements in the Global South, a new generation of activists has sought to understand the past while building a movement for today’s world. Towards Collective Liberation contributes to this project by examining two primary dynamic trends in these efforts: the anarchist movement of the 1990s and 2000s, through which tens of thousands of activists were introduced to radical politics, direct action organizing, democratic decision making, and the profound challenges of taking on systems of oppression, privilege, and power in society at large and in the movement itself; and white anti-racist organizing efforts from the 2000s to the present as part of a larger strategy to build broad-based, effective multiracial movements in the United States. Crass’s collection begins with an overview of the anarchist tradition as it relates to contemporary activism and an in-depth look at Food Not Bombs, one of the leading anarchist groups in the revitalized radical Left in the 1990s. The second and third sections of the book combine stories and lessons from Crass’s experiences of working as an anti-racist and feminist organizer, combining insights from the Civil Rights Movement, women of color feminism, and anarchism to address questions of leadership, organization building, and revolutionary strategy. In section four, Crass discusses how contemporary organizations have responded to the need for white activists to lead anti-racist efforts in white communities and how these efforts have contributed to multiracial alliances in building a broad-based movement for collective liberation. Offering rich case studies of successful organizing, and grounded, thoughtful key lessons for movement building, Toward Collective Liberation is a must-read for anyone working for a better world.

Inspiration and Guidance to Develop Collective Teacher Efficacy Collective efficacy, or a shared belief that through collective action educators can positively influence student outcomes, has remained at the top of a list of influences on student achievement in John Hattie’s Visible Learning research. Collective efficacy has been embodied by many educators, though collaboration tends to be focused on building community and relationships, which alone are not enough to move the needle on student achievement. This book contains stories of collective efficacy in schools where it has been actualized in practice, and includes: • Real-world case studies of teams who have fostered and sustained collective efficacy • Practical guidance for building collective efficacy through professional learning designs • Tools that can be adapted for specific needs or local contexts Through these accounts, readers will gain a better understanding of ways to capitalize on the reciprocal relationship between student achievement and collective efficacy by having a clear understanding of what collective efficacy looks like and how it can be accomplished.

This book presents a powerful model for using relational trust, cultural humility, and appreciation of diverse perspectives to build learning communities that collectively uplift all students and all members of the learning community.

Mel Hensey examines teamwork in the engineering workplace, offering team members at all levels tips, techniques, and precautions for better management and optimum productivity.