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Handbook of Collective Intelligence

Author : Thomas W. Malone
Publisher : MIT Press
ISBN 13 : 0262545845
Total Pages : 230 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Handbook of Collective Intelligence by : Thomas W. Malone

Download or read book Handbook of Collective Intelligence written by Thomas W. Malone and published by MIT Press. This book was released on 2022-06-07 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts describe the latest research in a rapidly growing multidisciplinary field, the study of groups of individuals acting collectively in ways that seem intelligent. Intelligence does not arise only in individual brains; it also arises in groups of individuals. This is collective intelligence: groups of individuals acting collectively in ways that seem intelligent. In recent years, a new kind of collective intelligence has emerged: interconnected groups of people and computers, collectively doing intelligent things. Today these groups are engaged in tasks that range from writing software to predicting the results of presidential elections. This volume reports on the latest research in the study of collective intelligence, laying out a shared set of research challenges from a variety of disciplinary and methodological perspectives. Taken together, these essays—by leading researchers from such fields as computer science, biology, economics, and psychology—lay the foundation for a new multidisciplinary field. Each essay describes the work on collective intelligence in a particular discipline—for example, economics and the study of markets; biology and research on emergent behavior in ant colonies; human-computer interaction and artificial intelligence; and cognitive psychology and the “wisdom of crowds” effect. Other areas in social science covered include social psychology, organizational theory, law, and communications. Contributors Eytan Adar, Ishani Aggarwal, Yochai Benkler, Michael S. Bernstein, Jeffrey P. Bigham, Jonathan Bragg, Deborah M. Gordon, Benjamin Mako Hill, Christopher H. Lin, Andrew W. Lo, Thomas W. Malone, Mausam, Brent Miller, Aaron Shaw, Mark Steyvers, Daniel S. Weld, Anita Williams Woolley

Programming Collective Intelligence

Author : Toby Segaran
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596550685
Total Pages : 361 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis Programming Collective Intelligence by : Toby Segaran

Download or read book Programming Collective Intelligence written by Toby Segaran and published by "O'Reilly Media, Inc.". This book was released on 2007-08-16 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Co-Intelligence

Author : Ethan Mollick
Publisher : Penguin
ISBN 13 : 059371671X
Total Pages : 257 pages
Book Rating : 4.5/5 (937 download)

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Book Synopsis Co-Intelligence by : Ethan Mollick

Download or read book Co-Intelligence written by Ethan Mollick and published by Penguin. This book was released on 2024-04-02 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Wharton professor and author of the popular One Useful Thing Substack newsletter Ethan Mollick comes the definitive playbook for working, learning, and living in the new age of AI Something new entered our world in November 2022 — the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on our own, humans had developed a kind of co-intelligence that could augment, or even replace, human thinking. Through his writing, speaking, and teaching, Mollick has become one of the most prominent and provocative explainers of AI, focusing on the practical aspects of how these new tools for thought can transform our world. In Co-Intelligence, Mollick urges us to engage with AI as co-worker, co-teacher, and coach. He assesses its profound impact on business and education, using dozens of real-time examples of AI in action. Co-Intelligence shows what it means to think and work together with smart machines, and why it's imperative that we master that skill. Mollick challenges us to utilize AI's enormous power without losing our identity, to learn from it without being misled, and to harness its gifts to create a better human future. Wide ranging, hugely thought-provoking, optimistic, and lucid, Co-Intelligence reveals the promise and power of this new era.

Collective Intelligence

Author : Pierre Levy
Publisher : Basic Books
ISBN 13 : 9780738202617
Total Pages : 312 pages
Book Rating : 4.2/5 (26 download)

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Book Synopsis Collective Intelligence by : Pierre Levy

Download or read book Collective Intelligence written by Pierre Levy and published by Basic Books. This book was released on 1999-12-10 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: The number of travelers along the information superhighway is increasing at a rate of 10 percent a month. How will this communications revolution affect our culture and society? Pierre Lévy shows how the unfettered exchange of ideas in cyberspace has the potential to liberate us from the social and political hierarchies that have stood in the way of mankind's advancement.Anthropologist, historian, sociologist, and philosopher, Lévy writes with a depth of scholarship and imaginative insight rare among media critics. At once a profound historical analysis of the development of human culture and a blueprint for the future, Collective Intelligence is a visionary work.

Big Mind

Author : Geoff Mulgan
Publisher : Princeton University Press
ISBN 13 : 0691196168
Total Pages : 288 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Big Mind by : Geoff Mulgan

Download or read book Big Mind written by Geoff Mulgan and published by Princeton University Press. This book was released on 2019-11-12 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A new field of collective intelligence has emerged in the last few years, prompted by a wave of digital technologies that make it possible for organizations and societies to think at large scale. This "bigger mind"--human and machine capabilities working together--has the potential to solve the great challenges of our time. So why do smart technologies not automatically lead to smart results? Gathering insights from diverse fields, including philosophy, computer science, and biology, Big Mind reveals how collective intelligence can guide corporations, governments, universities, and societies to make the most of human brains and digital technologies"--Amazon.com.

Collective Intelligence in Action

Author : Satnam Alag
Publisher : Simon and Schuster
ISBN 13 : 163835538X
Total Pages : 609 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Collective Intelligence in Action by : Satnam Alag

Download or read book Collective Intelligence in Action written by Satnam Alag and published by Simon and Schuster. This book was released on 2008-09-30 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2.0 era, leveraging the collective power of user contributions, interactions, and feedback is the key to market dominance. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches. This book is for Java developers implementing Collective Intelligence in real, high-use applications. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Along the way, you work with, a number of APIs and open-source toolkits including text analysis and search using Lucene, web-crawling using Nutch, and applying machine learning algorithms using WEKA and the Java Data Mining (JDM) standard. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

Cultural-Historical Perspectives on Collective Intelligence

Author : Rolf K. Baltzersen
Publisher : Cambridge University Press
ISBN 13 : 1108833748
Total Pages : 467 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Cultural-Historical Perspectives on Collective Intelligence by : Rolf K. Baltzersen

Download or read book Cultural-Historical Perspectives on Collective Intelligence written by Rolf K. Baltzersen and published by Cambridge University Press. This book was released on 2022-01-20 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how collective intelligence combined with new technologies can help us solve the world's biggest problems.

The Tao of Democracy

Author : Tom Atlee
Publisher : North Atlantic Books
ISBN 13 : 1583946187
Total Pages : 302 pages
Book Rating : 4.5/5 (839 download)

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Book Synopsis The Tao of Democracy by : Tom Atlee

Download or read book The Tao of Democracy written by Tom Atlee and published by North Atlantic Books. This book was released on 2014-05-13 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Tao of Democracy presents an increasingly relevant and compelling vision of wiser public policy and vibrant democratic culture. Written by lifelong activist Tom Atlee, The Tao of Democracy is rooted in a simple, yet revolutionary proposition that opens doors to positive democratic change: Given a supportive structure and resources, diverse ordinary people can work together to achieve common ground. Tom Atlee takes readers through numerous examples of how this proposition has been tested and proven hundreds of times around the world in diverse and innovative forms of public conversation. • In Oregon, a nonprofit involved thousands of ordinary citizens in in-depth conversations about how to best use limited health care funds; the result was a mandate by the state legislature to use such community meetings to guide state health care decisions. • In Toronto, Canada, a group of a dozen people widely divergent political views created, over the course of one weekend, a consensus vision for improving the nation as a whole—a feat that parliamentary committees, focus groups, and millions of dollars in funds had been unable to achieve. • In Andhra Pradesh, India, twenty farmers participated in a prajateerpu or citizens’ jury, listening to testimony and cross-examining experts (including international government officials) in order to present the World Bank with practical proposals for managing the state’s agriculture systems. Ideal for community organizers, nonprofit workers, policymakers, and elected officials, The Tao of Democracy illuminates new forms of collective citizenship that can help us achieve creative consensus without compromise, addressing the diversity and complexity of our society while preserving and utilizing our precious individuality. “Tom Atlee paints a vision not of some distant, ideal democracy but of here-and-now practices showing us what’s possible in our immediate future. An important gift for our small, challenged planet!”—Frances Moore Lappé, author of Diet for a Small Planet and EcoMind TABLE OF CONTENTS Introduction Section I: An Overview of Co-Intelligence 1. What Is Co-Intelligence? 2. Tales and Commentaries 3. Wholeness, Interconnectedness, and Co-Creativity 4. Resonant Intelligence Section II: Making a Whole Difference Together 5. Reaching Beyond Adversarial Activism 6. Collective Intelligence 7. Ways to Have Real Dialogue 8. Other Approaches to Co-Intelligence 9. The List Goes On… Section III: Creating a Wise Democracy 10. Democracy and Wholeness 11. Cooperative and Holistic Politics 12. The Canadian Experiment 13. Citizens Deliberate about Public Issues 14. Citizen Deliberative Councils Section IV: Citizenship toward a Wiser Civilization 15. Citizenship Meets Complexxity 16. More Approaches to Deliberative Democracy 17. The Emerging Culture of Dialogue 18. Consensus: Manipluation or Magic? 19. Co-Intelligent Citizenship and Activism 20. The Tao of Democracy Epilogue What You Can Do Bibliography Index

Collaborative Intelligence

Author : Dawna Markova
Publisher : Random House
ISBN 13 : 0812994914
Total Pages : 384 pages
Book Rating : 4.8/5 (129 download)

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Book Synopsis Collaborative Intelligence by : Dawna Markova

Download or read book Collaborative Intelligence written by Dawna Markova and published by Random House. This book was released on 2015-08-11 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A breakthrough book on the transformative power of collaborative thinking Collaborative intelligence, or CQ, is a measure of our ability to think with others on behalf of what matters to us all. It is emerging as a new professional currency at a time when the way we think, interact, and innovate is shifting. In the past, “market share” companies ruled by hierarchy and topdown leadership. Today, the new market leaders are “mind share” companies, where influence is more important than power, and success relies on collaboration and the ability to inspire. Collaborative Intelligence is the culmination of more than fifty years of original research that draws on Dawna Markova’s background in cognitive neuroscience and her most recent work, with Angie McArthur, as a “Professional Thinking Partner” to some of the world’s top CEOs and creative professionals. Markova and McArthur are experts at getting brilliant yet difficult people to think together. They have been brought in to troubleshoot for Fortune 500 leaders in crisis and managers struggling to inspire their teams. When asked about their biggest challenges at work, Markova and McArthur’s clients all cite a common problem: other people. This response reflects the way we have been taught to focus on the gulfs between us rather than valuing our intellectual diversity—that is, the ways in which each of us is uniquely gifted, how we process information and frame questions, what kind of things deplete us, and what engages and inspires us. Through a series of practices and strategies, the authors teach us how to recognize our own mind patterns and map the talents of our teams, with the goal of embarking together on an aligned course of action and influence. In Markova and McArthur’s experience, managers who appreciate intellectual diversity will lead their teams to innovation; employees who understand it will thrive because they are in touch with their strengths; and an entire team who understands it will come together to do their best work in a symphony of collaboration, their individual strengths working in harmony like an orchestra or a high-performing sports team. Praise for Collaborative Intelligence “Rooted in the latest neuroscience on the nature of collaboration, Collaborative Intelligence celebrates the power of working and thinking together at the highest levels of business and politics, and in the smallest aspects of our everyday lives. Dawna Markova and Angie McArthur show us that our ability to collaborate is not only a measure of intelligence, but essential to solving the world’s problems and seeing the possibilities in ourselves and others.”—Arianna Huffington “This inspiring book teaches you how to align your intention with the intention of others, and how, through shared strengths and talents, you have every right to expect greatness and set the highest goals and expectations.”—Deepak Chopra “Everyone talks about collaboration today, but the rhetoric typically outweighs the reality. Collaborative Intelligence offers tangible tools for those serious about becoming ‘system leaders’ who can close the gap and make collaboration real.”—Peter M. Senge, author of The Fifth Discipline “I have worked with Markova and McArthur for several years, focusing on achieving better results through intellectual diversity. Their approach has encouraged more candid debate and collaborative behavior within the team. The team, not individuals, becomes the hero.”—Al Carey, CEO, PepsiCo

Psychology of Group and Collective Intelligence

Author : Yoshiko Arima
Publisher : Springer Nature
ISBN 13 : 3030846989
Total Pages : 229 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Psychology of Group and Collective Intelligence by : Yoshiko Arima

Download or read book Psychology of Group and Collective Intelligence written by Yoshiko Arima and published by Springer Nature. This book was released on 2022-01-17 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book integrates the findings of group research emphasizing “Madness of the Crowd” versus collective intelligence that highlights “Wisdom of the Crowd.” Thus it provides an overview of psychological research on group processes and collective intelligence, analyzing cognitive, social, and structural factors. Chapters address applications of this research to contexts such as organizations and online behavior, and offer guidelines and hands-on demonstrations of psychological principles. The book is highly relevant to students and instructors in personality and social psychology.

Positive Intelligence

Author : Shirzad Chamine
Publisher : Greenleaf Book Group
ISBN 13 : 1608322785
Total Pages : 241 pages
Book Rating : 4.6/5 (83 download)

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Book Synopsis Positive Intelligence by : Shirzad Chamine

Download or read book Positive Intelligence written by Shirzad Chamine and published by Greenleaf Book Group. This book was released on 2012 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chamine exposes how your mind is sabotaging you and keeping your from achieving your true potential. He shows you how to take concrete steps to unleash the vast, untapped powers of your mind.

The Return of Collective Intelligence

Author : Dery Dyer
Publisher : Bear
ISBN 13 : 9781591433521
Total Pages : 0 pages
Book Rating : 4.4/5 (335 download)

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Book Synopsis The Return of Collective Intelligence by : Dery Dyer

Download or read book The Return of Collective Intelligence written by Dery Dyer and published by Bear. This book was released on 2020-01-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reveals how we can each reconnect to collective intelligence and return our world to wholeness, balance, and sanity • Explains how collective intelligence manifests in flocks of birds, instantaneous knowing in indigenous peoples, and the power of sacred places • Offers ways for us to reconnect to the infinite source of wisdom that fuels collective intelligence and underscores the importance of ceremony, pilgrimage, and initiation • Draws on recent findings in New Paradigm science, traditional teachings from indigenous groups from North, South, and Central America and Siberia, as well as sacred geometry, deep ecology, and expanded states of consciousness For our ancestors, collective intelligence was a normal part of life. We see it today as the mysterious force that enables flocks of birds, swarms of bees, and schools of fish to function together in perfect synchrony, communicating and cooperating at some undetectable level. At its most subtle, it’s an instantaneous knowing, shared by members of a group, of the wisest course of action that will benefit all. As Dery Dyer reveals, collective intelligence still resides within each of us, and it is the key to restoring balance and harmony to our world. She shows how it occurs spontaneously when individuals who share a need and a purpose instinctively “self-organize” into a group and function with no leader or central authority. Such groups exhibit abilities much greater than what any of their members possess individually--or what can be replicated with artificial intelligence. Dyer explains, due to an unquestioning dependence on technology, modern humanity has forgotten how to connect with collective intelligence and fallen into collective stupidity, otherwise known as mob mind or groupthink, which is now endangering the interconnected web of life on Earth. Drawing on recent findings in New Paradigm science, traditional teachings from indigenous groups, as well as sacred geometry, deep ecology, and expanded states of consciousness, the author shows how the ability to think and act collectively for the highest good is hardwired in all living beings. She explains how to release ourselves from enslavement by technology and use it more wisely toward the betterment of all life. Underscoring the vital importance of ceremony, pilgrimage, and initiation, she offers ways for us to reconnect to the infinite source of wisdom that fuels collective intelligence and which manifests everywhere in the natural world. Revealing that once we relearn how to hear the Earth, we can heal the Earth, Dyer shows how each of us has a vital role to play in restoring our world to wholeness.

Conversational Intelligence

Author : Judith E. Glaser
Publisher : Routledge
ISBN 13 : 1351862073
Total Pages : 188 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Conversational Intelligence by : Judith E. Glaser

Download or read book Conversational Intelligence written by Judith E. Glaser and published by Routledge. This book was released on 2016-10-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key to success in life and business is to become a master at Conversational Intelligence. It's not about how smart you are, but how open you are to learn new and effective powerful conversational rituals that prime the brain for trust, partnership, and mutual success. Conversational Intelligence translates the wealth of new insights coming out of neuroscience from across the globe, and brings the science down to earth so people can understand and apply it in their everyday lives. Author Judith Glaser presents a framework for knowing what kind of conversations trigger the lower, more primitive brain; and what activates higher-level intelligences such as trust, integrity, empathy, and good judgment. Conversational Intelligence makes complex scientific material simple to understand and apply through a wealth of easy to use tools, examples, conversational rituals, and practices for all levels of an organization.

Superminds

Author : Thomas W. Malone
Publisher : Little, Brown Spark
ISBN 13 : 0316349100
Total Pages : 327 pages
Book Rating : 4.3/5 (163 download)

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Book Synopsis Superminds by : Thomas W. Malone

Download or read book Superminds written by Thomas W. Malone and published by Little, Brown Spark. This book was released on 2018-05-15 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the founding director of the MIT Center for Collective Intelligence comes a fascinating look at the remarkable capacity for intelligence exhibited by groups of people and computers working together. If you're like most people, you probably believe that humans are the most intelligent animals on our planet. But there's another kind of entity that can be far smarter: groups of people. In this groundbreaking book, Thomas Malone, the founding director of the MIT Center for Collective Intelligence, shows how groups of people working together in superminds -- like hierarchies, markets, democracies, and communities -- have been responsible for almost all human achievements in business, government, science, and beyond. And these collectively intelligent human groups are about to get much smarter. Using dozens of striking examples and case studies, Malone shows how computers can help create more intelligent superminds simply by connecting humans to one another in a variety of rich, new ways. And although it will probably happen more gradually than many people expect, artificially intelligent computers will amplify the power of these superminds by doing increasingly complex kinds of thinking. Together, these changes will have far-reaching implications for everything from the way we buy groceries and plan business strategies to how we respond to climate change, and even for democracy itself. By understanding how these collectively intelligent groups work, we can learn how to harness their genius to achieve our human goals. Drawing on cutting-edge science and insights from a remarkable range of disciplines, Superminds articulates a bold -- and utterly fascinating -- picture of the future that will change the ways you work and live, both with other people and with computers.

Intelligence and Spirit

Author : Reza Negarestani
Publisher : MIT Press
ISBN 13 : 0997567406
Total Pages : 591 pages
Book Rating : 4.9/5 (975 download)

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Book Synopsis Intelligence and Spirit by : Reza Negarestani

Download or read book Intelligence and Spirit written by Reza Negarestani and published by MIT Press. This book was released on 2018-11-27 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critique of both classical humanism and dominant trends in posthumanism that formulates the ultimate form of intelligence as a theoretical and practical thought unfettered by the temporal order of things. In Intelligence and Spirit Reza Negarestani formulates the ultimate form of intelligence as a theoretical and practical thought unfettered by the temporal order of things, a real movement capable of overcoming any state of affairs that, from the perspective of the present, may appear to be the complete totality of history. Intelligence pierces through what seems to be the totality or the inevitable outcome of its history, be it the manifest portrait of the human or technocapitalism as the alleged pilot of history. Building on Hegel's account of Geist as a multiagent conception of mind and on Kant's transcendental psychology as a functional analysis of the conditions of possibility of mind, Negarestani provides a critique of both classical humanism and dominant trends in posthumanism. The assumptions of the former are exposed by way of a critique of the transcendental structure of experience as a tissue of subjective or psychological dogmas; the claims of the latter regarding the ubiquity of mind or the inevitable advent of an unconstrained superintelligence are challenged as no more than ideological fixations which do not stand the test of systematic scrutiny. This remarkable fusion of continental philosophy in the form of a renewal of the speculative ambitions of German Idealism and analytic philosophy in the form of extended thought-experiments and a philosophy of artificial languages opens up new perspectives on the meaning of human intelligence and explores the real potential of posthuman intelligence and what it means for us to live in its prehistory.

New Trends in Computational Collective Intelligence

Author : David Camacho
Publisher : Springer
ISBN 13 : 3319107747
Total Pages : 210 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis New Trends in Computational Collective Intelligence by : David Camacho

Download or read book New Trends in Computational Collective Intelligence written by David Camacho and published by Springer. This book was released on 2014-09-10 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective Intelligence is a rapidly growing field that is most often understood as an AI sub-field dealing with soft computing methods which enable making group decisions and processing knowledge among autonomous units acting in distributed environments. Web-based Systems, Social Networks, and Multi-Agent Systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. The chapters included in this volume cover a selection of topics and new trends in several domains related to Collective Computational Intelligence: Language and Knowledge Processing, Data Mining Methods and Applications, Computer Vision, and Intelligent Computational Methods. This book will be useful for graduate and PhD students in computer science as well as for mature academics, researchers and practitioners interested in the methods and applications of collective computational intelligence in order to create new intelligent systems.

Computational Collective Intelligence

Author : Tadeusz M. Szuba
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 432 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Computational Collective Intelligence by : Tadeusz M. Szuba

Download or read book Computational Collective Intelligence written by Tadeusz M. Szuba and published by Wiley-Interscience. This book was released on 2001-03-07 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing a groundbreaking approach to understanding, measuring, and applying Collective Intelligence Does Collective Intelligence (CI) exist and, if so, how can it be characterized, quantified, and harnessed? Questions such as these continue to be hotly debated within both the scientific and philosophical communities. Yet few researchers working in the fields of artificial intelligence or distributed computing doubt CI's enormous potential value to the future of computing. Unfortunately, for lack of a rigorous, formal theory of Collective Intelligence, most attempts to analyze CI systems have been disappointing, at best. In Computational Collective Intelligence, Professor Tadeusz Szuba does much to rectify that situation by developing, for the first time, both a formal definition of CI and practical guidelines for its assessment and applications. Working from the ground up, Dr. Szuba begins with a stimulating and insightful discussion of the types of intelligence-including individual, artificial, and collective-into which he brings ideas from AI, information theory, and distributed computing, as well as psychology, sociology, animal behavior, cognitive science, and other relevant disciplines. He tackles the problem of computational models for simulating and measuring CI. He explores all theoretically feasible models of CI computations and presents a groundbreaking, nondeterministic approach using the Random PROLOG Processor (RPP) as a CI modeling and evaluation tool. He then introduces the Collective Intelligence Quotient (IQS) and develops clear-cut guidelines for measuring it. In the final chapters, he lays the foundation for a dynamic new discipline, Collective Intelligence Engineering (CIE), and considers its potential applications as an organizational restructuring tool.