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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

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

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.

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.

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

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.

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.

Social Collective Intelligence

Author : Daniele Miorandi
Publisher : Springer
ISBN 13 : 3319086812
Total Pages : 276 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Social Collective Intelligence by : Daniele Miorandi

Download or read book Social Collective Intelligence written by Daniele Miorandi and published by Springer. This book was released on 2014-09-17 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on Social Collective Intelligence, a term used to denote a class of socio-technical systems that combine, in a coordinated way, the strengths of humans, machines and collectives in terms of competences, knowledge and problem solving capabilities with the communication, computing and storage capabilities of advanced ICT. Social Collective Intelligence opens a number of challenges for researchers in both computer science and social sciences; at the same time it provides an innovative approach to solve challenges in diverse application domains, ranging from health to education and organization of work. The book will provide a cohesive and holistic treatment of Social Collective Intelligence, including challenges emerging in various disciplines (computer science, sociology, ethics) and opportunities for innovating in various application areas. By going through the book the reader will gauge insight and knowledge into the challenges and opportunities provided by this new, exciting, field of investigation. Benefits for scientists will be in terms of accessing a comprehensive treatment of the open research challenges in a multidisciplinary perspective. Benefits for practitioners and applied researchers will be in terms of access to novel approaches to tackle relevant problems in their field. Benefits for policy-makers and public bodies representatives will be in terms of understanding how technological advances can support them in supporting the progress of society and economy.

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

The Intelligent Company

Author : Bernard Marr
Publisher : John Wiley & Sons
ISBN 13 : 0470662204
Total Pages : 254 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis The Intelligent Company by : Bernard Marr

Download or read book The Intelligent Company written by Bernard Marr and published by John Wiley & Sons. This book was released on 2010-03-10 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today's most successful companies are Intelligent Companies that use the best available data to inform their decision making. This is called Evidence-Based Management and is one of the fastest growing business trends of our times. Intelligent Companies bring together tools such as Business Intelligence, Analytics, Key Performance Indicators, Balanced Scorecards, Management Reporting and Strategic Decision Making to generate real competitive advantages. As information and data volumes grow at explosive rates, the challenges of managing this information is turning into a losing battle for most companies and they end up drowning in data while thirsting for insights. This is made worse by the severe skills shortage in analytics, data presentation and communication. This latest book by best-selling management expert Bernard Marr will equip you with a set of powerful skills that are vital for successful managers now and in the future. Increase your market value by gaining essential skills that are in high demand but in short supply. Loaded with practical step-by-step guidance, simple tools and real life examples of how leading organizations such as Google, CocaCola, Capital One, Saatchi & Saatchi, Tesco, Yahoo, as well as Government Departments and Agencies have put the principles into practice. The five steps to more intelligent decision making are: Step 1: More intelligent strategies by identifying strategic priorities and agreeing your real information needs Step 2: More intelligent data by creating relevant and meaningful performance indicators and qualitative management information linked back to your strategic information needs Step 3: More intelligent insights by using good evidence to test and prove ideas and by analysing the data to gain robust and reliable insights Step 4: More intelligent communication by creating informative and engaging management information packs and dashboards that provide the essential information, packaged in an easy-to-read way Step 5: More intelligent decision making by fostering an evidence-based culture of turning information into actionable knowledge and real decisions "Bernard Marr did it again! This outstanding and practical book will help your company become more intelligent and more successful. Marr takes the fields of business-intelligence, analytics and scorecarding to bring them together into a powerful and easy-to-follow 5-step framework. The Intelligent Company is THE must-read book of our times." Bruno Aziza, Co-author of best-selling book Drive Business Performance and Worldwide Strategy Lead, Microsoft Business Intelligence "Book after book Bernard Marr is redefining the fundamentals of good business management. The Intelligent Company is a must read in these changing times and a reference you will want on your desk every day!" Gabriel Bellenger, Accenture Strategy

Co-Intelligence

Author : Ethan Mollick
Publisher : Penguin
ISBN 13 : 0593716728
Total Pages : 257 pages
Book Rating : 4.5/5 (937 download)

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Book Synopsis Co-Intelligence by : Ethan Mollick

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.

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.

Crowdsourcing: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522583637
Total Pages : 1677 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Crowdsourcing: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Crowdsourcing: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-05-03 with total page 1677 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the growth of information technology, many new communication channels and platforms have emerged. This growth has advanced the work of crowdsourcing, allowing individuals and companies in various industries to coordinate efforts on different levels and in different areas. Providing new and unique sources of knowledge outside organizations enables innovation and shapes competitive advantage. Crowdsourcing: Concepts, Methodologies, Tools, and Applications is a collection of innovative research on the methods and applications of crowdsourcing in business operations and management, science, healthcare, education, and politics. Highlighting a range of topics such as crowd computing, macrotasking, and observational crowdsourcing, this multi-volume book is ideally designed for business executives, professionals, policymakers, academicians, and researchers interested in all aspects of crowdsourcing.

Handbook of Collective Intelligence

Author : Thomas W. Malone
Publisher : MIT Press
ISBN 13 : 0262029812
Total Pages : 230 pages
Book Rating : 4.2/5 (62 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 2015-10-30 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

The Return of Collective Intelligence

Author : Dery Dyer
Publisher : Simon and Schuster
ISBN 13 : 1591433533
Total Pages : 288 pages
Book Rating : 4.5/5 (914 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 Simon and Schuster. This book was released on 2020-01-07 with total page 288 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.