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Titlebook: Handbook of Human Computation; Pietro Michelucci Book 2013 Springer Science+Business Media New York 2013 Artificial Intelligence.Citizen S

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发表于 2025-3-21 16:35:33 | 显示全部楼层 |阅读模式
书目名称Handbook of Human Computation
编辑Pietro Michelucci
视频video
概述Provides a comprehensive, current, and interdisciplinary treatment of the field of Human Computation.Gathers into one volume contributions from leading scientists, visionaries, authors, and practition
图书封面Titlebook: Handbook of Human Computation;  Pietro Michelucci Book 2013 Springer Science+Business Media New York 2013 Artificial Intelligence.Citizen S
描述This volume addresses the emerging area of human computation, The chapters, written by leading international researchers, explore existing and future opportunities to combine the respective strengths of both humans and machines in order to create powerful problem-solving capabilities. The book bridges scientific communities, capturing and integrating the unique perspective and achievements of each. It coalesces contributions from industry and across related disciplines in order to motivate, define, and anticipate the future of this exciting new frontier in science and cultural evolution. Readers can expect to find valuable contributions covering Foundations; Application Domains; Techniques and Modalities; Infrastructure and Architecture; Algorithms; Participation; Analysis; Policy and Security and the Impact of Human Computation. Researchers and professionals will find the Handbook of Human Computation a valuable reference tool. The breadth of content also provides a thorough foundation for students of the field.
出版日期Book 2013
关键词Artificial Intelligence; Citizen Science; Collaboration; Collaborative Problem Solving; Collective Intel
版次1
doihttps://doi.org/10.1007/978-1-4614-8806-4
isbn_softcover978-1-4939-4815-4
isbn_ebook978-1-4614-8806-4
copyrightSpringer Science+Business Media New York 2013
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Ant Colonies as a Model of Human Computationn and behavior to produce robust and adaptive colonies. While there are key differences between ant colonies and collections of human agents, the nascent field of human computation can learn from the myriad strategies that ants have evolved for successful cooperation. The cooperative behaviors of an
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Parallels in Neural and Human Communication Networkstems behavior has been understood, this model has provided some useful conceptualizations of brain processing while leaving unanswered the emergent property of the mind. This chapter will explore the similarities and differences in the potential power of both neural and human communication systems t
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Information and Computation theory and different types of computation is given. Two examples of human computation systems, online social networks and Wikipedia, are used to illustrate how these can be described and compared in terms of information and computation.
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Epistemological Issues in Human Computationmissing today..Knowledge is understood here as an individual model of an external world that enables decisions for goal-orientated actions. Individual and social processes involved in generating such knowledge are illustrated using a cybernetic approach. The possible contributions of computers are s
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Human Computation in the Wilds to bring to bear the ideas and tools of computing to this task, giving rise to what we are now calling “human computation.” Unlike mechanical computers, which are sufficiently developed and formalized that we can write down on paper an abstract representation of an algorithm and have reasonable ex
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Human Computation for Disaster Responsefected communities. Through an examination of various case studies, this chapter describes specific crowdsourcing methodologies applied to disaster relief, with attention to the challenges, benefits, and outcomes. Furthermore, consideration is given to potential methods that might combine more effec
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