Collective Intelligence

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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

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.

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

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.

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 Return of Collective Intelligence

Author : Dery Dyer
Publisher : Simon and Schuster
ISBN 13 : 1591433533
Total Pages : 389 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 389 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.

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.

Deeper City

Author : Joe Ravetz
Publisher : Routledge
ISBN 13 : 131765871X
Total Pages : 529 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 529 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?'

The United Nations and the Rationale for Collective Intelligence

Author : Bassey Ekpe
Publisher : Cambria Press
ISBN 13 : 1604976144
Total Pages : 420 pages
Book Rating : 4.6/5 (49 download)

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Book Synopsis The United Nations and the Rationale for Collective Intelligence by : Bassey Ekpe

Download or read book The United Nations and the Rationale for Collective Intelligence written by Bassey Ekpe and published by Cambria Press. This book was released on 2009 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taking as its central argument the question of whether an intelligence system is both desirable and feasible within the UN structure, this study explores the complex and sometimes, irreconcilable issues of strategic intelligence in a sharing context. This study further identifies and develops both conceptual and empirical framework for a viable intelligence capability in multi-agency institutions; exploring and suggesting, for the first time, necessary and acceptable conditions for collective intelligence in an environment characterised by conflicting objectives among international actors. It takes as its main premise the view that the United Nations and the world of intelligence are two separate and contradicting entities that conflict in both principles and operating doctrines. From this point of view, the author explores the many theoretical imperatives which set the two institutions apart and stand in the way of understanding the concepts. He also goes further to examine the contexts in which the contradictions could be harmonised. This book is one of a handful of studies; it is highly original in that it focuses on the relationship between intelligence and the United Nations. While previous efforts to examine the subject have approached it from a strictly practical point of view, this work is clearly focused on the linkages between theory and practice. The methodology is thoughtful and broad in scope, and the work is theoretically well informed and sophisticated in its analysis of the subject matter. The discussion of aspects of the theory of international relations--specifically those relevant to the role of international governance and the examination of the working of the UN--and several case studies of the UN in action are further characteristics of the rigor and clarity in which the author approaches the study in an intelligent and illuminating manner. While the book's many contributions can be found at various levels of originality, its thorough assessment of the linkage between theory and policy stands out, perhaps, as the most important and primary contribution to the areas of collective intelligence and international relations. Other important contributions include the case study analyses and specification of criteria for evaluating collective security intelligence mechanisms. In essence, a lack of scholarly efforts to ground the notion of collective intelligence within a rigorous intellectual framework is a significant vacuum in the study of intelligence which the present study has filled. Scholars working within the international relations discipline and more specifically issues of global governance and security will find this study invaluable. The book should also appeal to many categories of readers working in information and policy environment, as well as governmental and non-governmental organisations.

Democratic Reason

Author : Hélène Landemore
Publisher : Princeton University Press
ISBN 13 : 0691176396
Total Pages : 303 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Democratic Reason by : Hélène Landemore

Download or read book Democratic Reason written by Hélène Landemore and published by Princeton University Press. This book was released on 2017-02-28 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Individual decision making can often be wrong due to misinformation, impulses, or biases. Collective decision making, on the other hand, can be surprisingly accurate. In Democratic Reason, Hélène Landemore demonstrates that the very factors behind the superiority of collective decision making add up to a strong case for democracy. She shows that the processes and procedures of democratic decision making form a cognitive system that ensures that decisions taken by the many are more likely to be right than decisions taken by the few. Democracy as a form of government is therefore valuable not only because it is legitimate and just, but also because it is smart. Landemore considers how the argument plays out with respect to two main mechanisms of democratic politics: inclusive deliberation and majority rule. In deliberative settings, the truth-tracking properties of deliberation are enhanced more by inclusiveness than by individual competence. Landemore explores this idea in the contexts of representative democracy and the selection of representatives. She also discusses several models for the "wisdom of crowds" channeled by majority rule, examining the trade-offs between inclusiveness and individual competence in voting. When inclusive deliberation and majority rule are combined, they beat less inclusive methods, in which one person or a small group decide. Democratic Reason thus establishes the superiority of democracy as a way of making decisions for the common good.

From Animals to Animats 2

Author : Jean-Arcady Meyer
Publisher : MIT Press
ISBN 13 : 9780262631495
Total Pages : 1018 pages
Book Rating : 4.6/5 (314 download)

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Book Synopsis From Animals to Animats 2 by : Jean-Arcady Meyer

Download or read book From Animals to Animats 2 written by Jean-Arcady Meyer and published by MIT Press. This book was released on 1993 with total page 1018 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than sixty contributions in From Animals to Animats 2 byresearchers in ethology, ecology, cybernetics, artificial intelligence, robotics, and related fieldsinvestigate behaviors and the underlying mechanisms that allow animals and, potentially, robots toadapt and survive in uncertain environments. Jean-Arcady Meyer is Director of Research, CNRS, Paris.Herbert L. Roitblat is Professor of Psychology at the University of Hawaii at Manoa. Stewart W.Wilson is a scientist at The Rowland Institute for Science, Cambridge,Massachusetts. Topics covered: The Animat Approach to Adaptive Behavior,Perception and Motor Control, Action Selection and Behavioral Sequences, Cognitive Maps and InternalWorld Models, Learning, Evolution, Collective Behavior.

Superminds

Author : Thomas W. Malone
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.

Handbook of Research on Cross-Cultural Online Learning in Higher Education

Author : Keengwe, Jared
Publisher : IGI Global
ISBN 13 : 1522582878
Total Pages : 525 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Cross-Cultural Online Learning in Higher Education by : Keengwe, Jared

Download or read book Handbook of Research on Cross-Cultural Online Learning in Higher Education written by Keengwe, Jared and published by IGI Global. This book was released on 2019-04-01 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online learning has been touted as one way of reducing the cost of higher education while simultaneously addressing the increasing demand for educational opportunity and providing access to hitherto “left out” populations. Many universities are defying tradition by offering completely online degrees for global participants. As such, research is needed to improve the design of online and virtual learning environments to ensure that they are inclusive and culturally adaptive for the global education marketplace. The Handbook of Research on Cross-Cultural Online Learning in Higher Education shares paradigms, perspectives, insights, challenges, and best practices for the instructional design and delivery of cross-cultural adult web-based learning experiences and examines adult learner characteristics and competencies critical for the design of these applications. The content within this publication covers trending topics including virtual learning, culturally adaptive environments, and online education and is intended for instructional designers, faculty, administrators, students, and researchers.

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.

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 : Ngoc Thanh Nguyen
Publisher : Springer
ISBN 13 : 9783030283735
Total Pages : 702 pages
Book Rating : 4.2/5 (837 download)

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Book Synopsis Computational Collective Intelligence by : Ngoc Thanh Nguyen

Download or read book Computational Collective Intelligence written by Ngoc Thanh Nguyen and published by Springer. This book was released on 2019-08-10 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set (LNAI 11683 and LNAI 11684) constitutes the refereed proceedings of the 11th International Conference on Computational Collective Intelligence, ICCCI 2019, held in Hendaye France, in September 2019.The 117 full papers presented were carefully reviewed and selected from 200 submissions. The papers are grouped in topical sections on: computational collective intelligence and natural language processing; machine learning in real-world data; distributed collective intelligence for smart manufacturing; collective intelligence for science and technology; intelligent management information systems; intelligent sustainable smart cities; new trends and challenges in education: the university 4.0; intelligent processing of multimedia in web systems; and big data streaming, applications and security.