Collaborative Intelligence

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Publisher : Random House
ISBN 13 : 0812994906
Total Pages : 386 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 386 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

Programming Collective Intelligence

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Author :
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

Collaborative Intelligence

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Author :
Publisher : Berrett-Koehler Publishers
ISBN 13 : 1605099929
Total Pages : 238 pages
Book Rating : 4.6/5 (5 download)

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Book Synopsis Collaborative Intelligence by : J. Richard Hackman

Download or read book Collaborative Intelligence written by J. Richard Hackman and published by Berrett-Koehler Publishers. This book was released on 2011-05-16 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide draws on cognitive science and work with Fortune 500 companies to help readers develop essential collaborative skills. Collaborative intelligence 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 influence is more important than power, and success relies on the ability to inspire. Through a series of practices and strategies, this book helps us develop our own collaborative intelligence. The authors teach us how to value intellectual diversity and recognize our own mind patterns. By mapping the talents of our teams, we’re able to embark together on an aligned course of action and influence. 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. In their 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.

Handbook of Collective Intelligence

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Author :
Publisher : MIT Press
ISBN 13 : 0262331470
Total Pages : 230 pages
Book Rating : 4.2/5 (623 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 2015-11-13 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

Reconcilable Differences

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Publisher : Random House
ISBN 13 : 0812997077
Total Pages : 257 pages
Book Rating : 4.8/5 (129 download)

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Book Synopsis Reconcilable Differences by : Dawna Markova

Download or read book Reconcilable Differences written by Dawna Markova and published by Random House. This book was released on 2017-09-05 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A remarkable new way to move beyond biases and blind spots (especially if you don’t think you have any!) so you can communicate more effectively with a friend, lover, relative, or colleague You know what it feels like to be “at odds” with someone. Sometimes it seems like you are speaking completely different languages. Cognitive neuroscientist Dr. Dawna Markova and communication expert Angie McArthur have spent years developing and implementing tools to help people find common ground. In Reconcilable Differences, they provide the strategies you need to bridge the gap at the heart of your differences with others. Each of us possesses rational intelligence: the capacity to divide information into discrete categories, processes, and logical steps. But you may not realize that the secret to building bridges between people lies hidden in your relational intelligence: the way you communicate, understand, learn, and trust. Reconcilable Differences shows you how to map mind patterns (the secret to pinpointing communication pitfalls) and identify thinking talents (the catalysts for peak performance). You will gain insights into how you learn in order to turn doubt into trust and uncertainty into productive engagement. Brimming with anecdotes and advice not only from the authors’ files but also from their own experiences as a mother- and daughter-in-law who are like night and day, Reconcilable Differences is your guidebook for making profoundly positive change with those you care about. Advance praise for Reconcilable Differences “Reconcilable Differences offers an inspiring way to bridge differences with someone you care about. It will help you identify and improve your relational intelligence, and become a better communicator in the process.”—Deepak Chopra, co-author of You Are the Universe: Discovering Your Cosmic Self and Why It Matters “Dawna Markova and Angie McArthur offer an extremely insightful road map to navigating the diverse ways each of us approaches making ourselves understood, as well as the way we tend to hear others. The insights and strategies herein are simple and elegant. The advice is as invaluable for success at work as it is for success in life.”—Peter Sims, founder and CEO, Parliament, Inc., and author of Little Bets: How Breakthrough Ideas Emerge from Small Discoveries “True communication begins with understanding yourself and the way you are being understood. This book is a powerful guide to self-analysis and bridge-building.”—Suzy Amis Cameron, co-founder, the MUSE School

Collaborative Intelligence

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Author :
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1443861774
Total Pages : 265 pages
Book Rating : 4.4/5 (438 download)

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Book Synopsis Collaborative Intelligence by : Anthony Forsyth

Download or read book Collaborative Intelligence written by Anthony Forsyth and published by Cambridge Scholars Publishing. This book was released on 2014-06-19 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the principles of humanistic management, the present volume intends to describe the steps to be taken to transform a company into a social organization, be it private or public. The book consists of three parts, which are preceded by an introduction to the key concepts of Management 2.0. Part I describes the five steps which are necessary for a strategic and organizational transformation, while Part II shows how the function of HRM must change to adapt management and development processes to the dynamics of collaborative work. Part III presents the most important principles and values on which new behaviors, skills, and styles of leadership 2.0 should be based. Each chapter is supplemented with case studies from a number of managers, which evinces that the processes described are feasible in Italy and have already been implemented by far-sighted employers who were able to foretell change.

Teaching an Anthill to Fetch

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Publisher : Mighty Small Books
ISBN 13 : 0978031202
Total Pages : 71 pages
Book Rating : 4.9/5 (78 download)

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Book Synopsis Teaching an Anthill to Fetch by : Stephen James Joyce

Download or read book Teaching an Anthill to Fetch written by Stephen James Joyce and published by Mighty Small Books. This book was released on 2007 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Channeling the attention and energy of a team has never been more challenging. IQ and EQ (emotional intelligence) are necessary but no longer sufficient to deal with the present rate of change. Getting people onboard and keeping them there demands a new level of collaboration, such as the model presented by Joyce.

Cultural-Historical Perspectives on Collective Intelligence

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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.

Collaborative Cyber Threat Intelligence

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Publisher : CRC Press
ISBN 13 : 1315397889
Total Pages : 293 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Collaborative Cyber Threat Intelligence by : Florian Skopik

Download or read book Collaborative Cyber Threat Intelligence written by Florian Skopik and published by CRC Press. This book was released on 2017-10-16 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Threat intelligence is a surprisingly complex topic that goes far beyond the obvious technical challenges of collecting, modelling and sharing technical indicators. Most books in this area focus mainly on technical measures to harden a system based on threat intel data and limit their scope to single organizations only. This book provides a unique angle on the topic of national cyber threat intelligence and security information sharing. It also provides a clear view on ongoing works in research laboratories world-wide in order to address current security concerns at national level. It allows practitioners to learn about upcoming trends, researchers to share current results, and decision makers to prepare for future developments.

Big Mind

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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.

Practices of Dynamic Collaboration

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Publisher : Springer
ISBN 13 : 9783030425487
Total Pages : 215 pages
Book Rating : 4.4/5 (254 download)

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Book Synopsis Practices of Dynamic Collaboration by : Jan De Visch

Download or read book Practices of Dynamic Collaboration written by Jan De Visch and published by Springer. This book was released on 2020-06-04 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides senior managers, project- and program managers, team coaches and team leaders with thought and management tools for potentiating self-organization and creating collaborative intelligence in teams. Adapted and expanded from the 2018 Dynamic Collaboration: Strengthening Self-Organization and Collaborative Intelligence in Teams, the book aids readers in establishing team structures optimal for shared leadership, based on the longitudinal adult development of contributors, especially as team members. Drawing from theoretical and empirical research on social-emotional and cognitive development since 1975, the authors create a provocative paradigm of forming, managing, evaluating and linking teams into networks. They introduce an empirically validated team typology and workspace analysis of dialogue spaces called ‘We-Spaces’. Featuring real world examples and cases of teams that have become self-organizing, this book is a valuable resource for upper and middle level managers, CEOs, Board of Directors as well as consultants, researchers and academics in human resource management, adult development, team building, leadership and organizational management.

Deeper City

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Publisher : Routledge
ISBN 13 : 131765871X
Total Pages : 509 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Deeper City by : Joe Ravetz

Download or read book Deeper City written by Joe Ravetz and published by Routledge. This book was released on 2020-05-19 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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?'

HBR's 10 Must Reads on Collaboration (with featured article ÒSocial Intelligence and the Biology of Leadership,Ó by Daniel Goleman and Richard Boyatzis)

Download HBR's 10 Must Reads on Collaboration (with featured article ÒSocial Intelligence and the Biology of Leadership,Ó by Daniel Goleman and Richard Boyatzis) PDF Online Free

Author :
Publisher : Harvard Business Review Press
ISBN 13 : 1422190129
Total Pages : 174 pages
Book Rating : 4.4/5 (221 download)

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Book Synopsis HBR's 10 Must Reads on Collaboration (with featured article ÒSocial Intelligence and the Biology of Leadership,Ó by Daniel Goleman and Richard Boyatzis) by : Harvard Business Review

Download or read book HBR's 10 Must Reads on Collaboration (with featured article ÒSocial Intelligence and the Biology of Leadership,Ó by Daniel Goleman and Richard Boyatzis) written by Harvard Business Review and published by Harvard Business Review Press. This book was released on 2013-04-02 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW from the bestselling HBR’s 10 Must Reads series. Join forces with others inside and outside your organization to solve your toughest problems. If you read nothing else on collaborating effectively, read these 10 articles. We’ve combed through hundreds of articles in the Harvard Business Review archive and selected the most important ones to help you work more productively with people on your team, in other departments, and in other organizations. Leading experts such as Daniel Goleman, Herminia Ibarra, and Morten Hansen provide the insights and advice you need to: • Forge strong relationships up, down, and across the organization • Build a collaborative culture • Bust silos • Harness informal knowledge sharing • Pick the right type of collaboration for your business • Manage conflict wisely • Know when not to collaborate Looking for more Must Read articles from Harvard Business Review? Check out these titles in the popular series: HBR’s 10 Must Reads: The Essentials HBR’s 10 Must Reads on Communication HBR’s 10 Must Reads on Innovation HBR’s 10 Must Reads on Leadership HBR’s 10 Must Reads on Making Smart Decisions HBR’s 10 Must Reads on Managing Yourself HBR’s 10 Must Reads on Strategic Marketing HBR’s 10 Must Reads on Teams

Innovation and Collaboration in the Digital Era

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110665565
Total Pages : 295 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Innovation and Collaboration in the Digital Era by : Jara Pascual

Download or read book Innovation and Collaboration in the Digital Era written by Jara Pascual and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-08-02 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation and Collaboration in the Digital Era provides a holistic approach to collaborative innovation, innovation management and innovation leadership. It is full of practical advice and includes 34 interviews with high-level politicians, innovation industry leaders, academics and entrepreneurs discussing the reality of innovation and how to create change for a positive impact. Many quotes are included from researchers and practitioners in the innovation field who have participated as guests in the author’s podcast “Business of Collaboration” or in interviews with the Collabwith Magazine which she produces. This is a powerful book full of practical frameworks and one-page canvases which act as reminders of the value of making needs and expectations explicit. The author provides frameworks and tools that can be used to support collaboration journeys across different sectors and organizations. She also offers clarity to the reader for their innovation journey and brings a new perspective on how to innovate and understand innovation. Jara Pascual focuses on the importance of managing emotions and feelings of frustration which can be very common during a collaborative innovation process. She explores the interaction between Emotional Intelligence and business and shows how to remove and manage frustration and how to produce a positive outcome. Innovation and Collaboration in the Digital Era will empower the reader to take action and show how to change your conversation about innovation and collaboration. “Jara Pascual, with colleague Celia Avila-Rauch, has been able to distill and apply the ability model of emotional intelligence to the art and science of innovation and innovation leadership. In our work we note that feelings are not always facts but that emotions as a form of data. More than that, emotions can assist or facilitate with decision making, creativity and innovation rather than getting in the way, but only if leaders are “smart” about emotions and develop and deploy their emotional intelligence skills.” Dr David R Caruso, Emotional Intelligence Skills Group, Founder Yale Center for Emotional Intelligence, Research Affiliate

Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications

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Publisher : IGI Global
ISBN 13 : 1605661457
Total Pages : 450 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications by : Sugumaran, Vijayan

Download or read book Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications written by Sugumaran, Vijayan and published by IGI Global. This book was released on 2008-12-31 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is a catalyst for emerging research in intelligent information, specifically artificial intelligent technologies and applications to assist in improving productivity in many roles such as assistants to human operators and autonomous decision-making components of complex systems"--Provided by publisher.

Collaborative Society

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Publisher : MIT Press
ISBN 13 : 0262356457
Total Pages : 256 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Collaborative Society by : Dariusz Jemielniak

Download or read book Collaborative Society written by Dariusz Jemielniak and published by MIT Press. This book was released on 2020-02-18 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: How networked technology enables the emergence of a new collaborative society. Humans are hard-wired for collaboration, and new technologies of communication act as a super-amplifier of our natural collaborative mindset. This volume in the MIT Press Essential Knowledge series examines the emergence of a new kind of social collaboration enabled by networked technologies. This new collaborative society might be characterized as a series of services and startups that enable peer-to-peer exchanges and interactions though technology. Some believe that the economic aspects of the new collaboration have the potential to make society more equitable; others see collaborative communities based on sharing as a cover for social injustice and user exploitation. The book covers the “sharing economy,” and the hijacking of the term by corporations; different models of peer production, and motivations to participate; collaborative media production and consumption, the definitions of “amateur” and “professional,” and the power of memes; hactivism and social movements, including Anonymous and anti-ACTA protest; collaborative knowledge creation, including citizen science; collaborative self-tracking; and internet-mediated social relations, as seen in the use of Instagram, Snapchat, and Tinder. Finally, the book considers the future of these collaborative tendencies and the disruptions caused by fake news, bots, and other challenges.

Superminds

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Publisher : Hachette UK
ISBN 13 : 0316349100
Total Pages : 311 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 Hachette UK. This book was released on 2018-05-15 with total page 311 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.