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Author: Satnam Alag
Publisher: Simon and Schuster
ISBN: 163835538X
Category : Computers
Languages : en
Pages : 609
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Book Description
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.
Author: Satnam Alag
Publisher: Simon and Schuster
ISBN: 163835538X
Category : Computers
Languages : en
Pages : 609
Get Book
Book Description
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.
Author: Geoff Mulgan
Publisher: Princeton University Press
ISBN: 0691196168
Category : Business & Economics
Languages : en
Pages : 288
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Book Description
"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.
Author: Pierre Levy
Publisher: Basic Books
ISBN: 9780738202617
Category : Science
Languages : en
Pages : 312
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Book Description
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.
Author: Thomas W. Malone
Publisher: MIT Press
ISBN: 0262331470
Category : Business & Economics
Languages : en
Pages : 230
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Book Description
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
Author: Karl Albrecht
Publisher: Amacom Books
ISBN: 9780814407370
Category : Corporate culture
Languages : en
Pages : 280
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Book Description
Albrecht, a noted management consultant, speaker, and author, draws on his experiences working with organizations around the world to define what organizational intelligence is and how it can be developed. Taking a critical look at organizations that have and have not achieved organizational intelligence, including Disney, Apple, Ford, and NASA, he defines seven components of organizational intelligence and uses them to analyze situations and identify the kinds of conditions necessary to nurture organizational intelligence. He also identifies 17 dysfunctional syndromes that keep companies from mobilizing their collective brain power. Annotation copyrighted by Book News, Inc., Portland, OR
Author: Chantal Nève-Hanquet
Publisher: Routledge
ISBN: 0429559526
Category : Psychology
Languages : en
Pages : 198
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Book Description
Chantal Nève-Hanquet and Agathe Crespel provide an accessible and ground-breaking guide to genuinely effective group work, sharing excellent hands-on assistance for coaches and facilitators. Offering a unique selection of guidelines and illustrations for group work, the authors demonstrate the benefits of using creative action methods in practice, helping leaders discover new ways to achieve dynamic group sessions and endowing their work with new vigour, as well as pleasure. Facilitating Collective Intelligence brings together a wealth of knowledge and techniques from psychodrama, Jungian and systemic analysis to inform group facilitation. Throughout the book's four parts, key inner attitudes, questions and action techniques are explored to help facilitators nourish open and flexible forms of communication within groups, stimulate collective intelligence and foster creative approaches to collective problem-solving. With the help of numerous sensitively related case studies, the book guides the reader through the process of achieving more dynamism in group work, fostering creativity, encouraging agility and developing co-construction within groups. It contains more than thirty practical reference sheets which provide an instant aid for implementing the methods and models in the book. Nève-Hanquet and Crespel’s approach advocates the use of actions methods, specifically the ARC model, to encourage 'out of the box' thinking and develop new paths and strategies in working with teams and organizations. Facilitating Collective Intelligence is an invaluable and essential tool in cultivating effective group dynamics for all coaches, coach supervisors and consultants, both experienced and in training. Due to its clear and practical structure, it will also be useful for counsellors, coaching psychologists and other professionals who work with groups, as well as students and academics of coaching and coaching psychology.
Author: Joe Ravetz
Publisher: Routledge
ISBN: 131765871X
Category : Architecture
Languages : en
Pages : 509
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Book Description
Deeper City is the first major application of new thinking on ‘deeper complexity’, applied to grand challenges such as runaway urbanization, climate change and rising inequality. The author provides a new framework for the collective intelligence – the capacity for learning and synergy – in many-layered cities, technologies, economies, ecologies and political systems. The key is in synergistic mapping and design, which can move beyond smart ‘winner-takes-all’ competition, towards wiser human systems of cooperation where ‘winners-are-all’. Forty distinct pathways ‘from smart to wise’ are mapped in Deeper City and presented for strategic action, ranging from local neighbourhoods to global finance. As an atlas of the future, and resource library of pathway mappings, this book expands on the author’s previous work, City-Region 2020. From a decade of development and testing, Deeper City combines visual thinking with a narrative style and practical guidance. This book will be indispensable for those seeking a sustainable future – students, politicians, planners, systems designers, activists, engineers and researchers. A new postscript looks at how these methods can work with respect to the 2020 pandemic, and asks, ‘How can we turn crisis towards transformation?'
Author: Daniele Miorandi
Publisher: Springer
ISBN: 3319086812
Category : Computers
Languages : en
Pages : 276
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Book Description
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.
Author: Dawna Markova
Publisher: Random House
ISBN: 0812994914
Category : Business & Economics
Languages : en
Pages : 384
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Book Description
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
Author: Dery Dyer
Publisher: Bear
ISBN: 9781591433521
Category : Body, Mind & Spirit
Languages : en
Pages : 0
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Book Description
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.
