| Description |
1 online resource (1051 pages) : illustrations |
| Contents |
Foundations. Foundations in Human Computation / Matthew Blumberg -- Patterns of Connection / Matthew Blumberg -- Human Computation and Divided Labor / David Alan Grier -- Ant Colonies as a Model of Human Computation / Melanie Moses, Tatiana Flanagan, Kenneth Letendre, Matthew Fricke -- Parallels in Neural and Human Communication Networks / L.J. Larson-Prior -- The Psychopathology of Information Processing Systems / Matthew Blumberg, Pietro Michelucci -- Information and Computation / Carlos Gershenson -- Epistemological Issues in Human Computation / Helmut Nechansky -- Synthesis and Taxonomy of Human Computation / Pietro Michelucci -- Application Domains. Human Computation in the Wild / Haym Hirsh -- Human Computation for Disaster Response / Patrick Meier -- The Virtuous Circle of the Quantified Self: A Human Computational Approach to Improved Health Outcomes / Paul Wicks, Max Little |
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Knowledge Engineering via Human Computation / Elena Simperl, Maribel Acosta, Fabian Flöck -- Human Computation in Citizen Science / Chris Lintott, Jason Reed -- Human Computation as an Educational Opportunity / Carole R. Beal, Clayton T. Morrison, Juan C. Villegas -- Search and Discovery Through Human Computation / Albert Yu-Min Lin, Andrew Huynh, Luke Barrington, Gert Lanckriet -- Human Computation in Electronic Literature / Scott Rettberg -- Human Computation for Information Retrieval / Christopher G. Harris, Padmini Srinivasan -- Human Computation-Enabled Network Analysis for a Systemic Credit Risk Rating / François Bry -- Innovation via Human Computation / Lisa Purvis, Manas Hardas -- Human Computation for Organizations: Socializing Business Process Management / Marco Brambilla, Piero Fraternali -- Solving Wicked Problems / Dan Thomsen |
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Techniques and Modalities. Introduction to Techniques and Modalities / Kshanti A. Greene -- Social Knowledge Collection / Yolanda Gil -- Location-Based Games for Citizen Computation / Irene Celino -- Augmented Reality Interfaces in Human Computation Systems / Mark Billinghurst -- Pervasive Human Computing / Joel Ross -- Building Blocks for Collective Problem Solving / Kshanti A. Greene, Thomas A. Young -- Adaptive Agents in Combinatorial Prediction Markets / Anamaria Berea -- Risks and Rewards of Crowdsourcing Marketplaces / Jesse Chandler, Gabriele Paolacci, Pam Mueller -- Designing Systems with Homo Ludens in the Loop / Markus Krause -- Human-Computer Interaction Issues in Human Computation / Stuart Reeves -- Collective Action and Human Computation / Jasminko Novak -- Cultural Evolution as Distributed Computation / Liane Gabora -- Collective Search as Human Computation / Winter Mason -- Organismic Computing / Pietro Michelucci |
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Infrastructure and Architecture. Infrastructure and Architecture for Human Computer Intelligent Collaboration / Michael Witbrock -- Interactive Crowds: Real-Time Crowdsourcing and Crowd Agents / Walter S. Lasecki, Jeffrey P. Bigham -- The Semantic Web and the Next Generation of Human Computation / Dominic DiFranzo, James Hendler -- Conversational Computation / Michael Witbrock, Luka Bradeško -- Modeling Humans as Computing Resources / Yu-An Sun, Christopher Dance -- Service Oriented Protocols for Human Computation / Daniel Schall -- CyLog/Crowd4U: A Case Study of a Computing Platform for Cybernetic Dataspaces / Atsuyuki Morishima -- Multiagent Environment Design for Pervasive Human-ICT Systems: The SAPERE Approach / Gabriella Castelli, Marco Mamei, Alberto Rosi, Franco Zambonelli -- The "Human Sensor:" Bridging Between Human Data and Services / Neal Lathia -- Algorithms. Algorithms: Introduction / Remco Chang, Caroline Ziemkiewicz |
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The Wisdom of Crowds: Methods of Human Judgement Aggregation / Aidan Lyon, Eric Pacuit -- Balancing Human and Machine Contributions in Human Computation Systems / R. Jordan Crouser, Alvitta Ottley, Remco Chang -- Constructing Crowdsourced Workflows / Peng Dai -- Distributed Intelligent Agent Algorithms in Human Computation / Edmund H. Durfee -- Human-Based Evolutionary Computing / Jeffrey V. Nickerson -- Algorithms for Social Recommendation / Ido Guy -- Participation. Participation / Winter Mason -- Methods for Engaging and Evaluating Users of Human Computation Systems / Jon Chamberlain, Udo Kruschwitz, Massimo Poesio -- Participating in Online Citizen Science: Motivations as the Basis for User Types and Trajectories / Jason T. Reed, Ryan Cook, M. Jordan Raddick, Karen Carney, Chris Lintott -- Cultivating Collective Intelligence in Online Groups / Anita Williams Woolley, Nada Hashmi |
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Human Computation and Collaboration: Identifying Unique Social Processes in Virtual Contexts / Alecia M. Santuzzi, Christopher J. Budnick, Derrick L. Cogburn -- Game Theory and Incentives in Human Computation Systems / Arpita Ghosh -- Analysis. Analysis: An Introduction / Kristina Lerman -- Social Informatics: Using Big Data to Understand Social Behavior / Kristina Lerman -- Computational Analysis of Collective Behaviors via Agent-Based Modeling / Lilian Weng, Filippo Menczer -- Stochastic Modeling of Social Behavior on Digg / Tad Hogg -- Activation Cascades in Structured Populations / Aram Galstyan -- Synchrony in Social Groups and Its Benefits / Qi Xuan, Vladimir Filkov -- Psychosocial and Cultural Modeling in Human Computation Systems: A Gamification Approach / Antonio Sanfilippo, Roderick Riensche, Jereme Haack, Scott Butner -- Policy and Security. Introduction to Security and Policy Section / Dan Thomsen -- Labor Standards / Alek Felstiner |
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Exploitation in Human Computation Systems / James Caverlee -- Big Data, Dopamine and Privacy by Design / Thomas W. Deutsch -- Privacy in Social Collaboration / Elena Ferrari, Marco Viviani -- Applying Security Lessons Learned to Human Computation Solving Systems / Dan Thomsen -- Impact. The Impact of Human Computation / Pietro Michelucci -- From Human Computation to the Global Brain: The Self-Organization of Distributed Intelligence / Francis Heylighen -- Superorganismic Behavior via Human Computation / Theodore P. Pavlic, Stephen C. Pratt -- Gaming the Attention Economy / Daniel Estrada, Jonathan Lawhead -- Human Cumulative Cultural Evolution as a Form of Distributed Computation / Paul E. Smaldino, Peter J. Richerson -- Human Computation and Conflict / Juan Pablo Hourcade, Lisa P. Nathan -- The Role of Human Computation in Sustainability, or, Social Progress Is Made of Fossil Fuels / Bonnie Nardi -- Human Computation: A Manifesto / Pietro Michelucci |
| Summary |
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. Reade |
| Bibliography |
Includes bibliographical references and index |
| Notes |
English |
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Online resource; title from PDF title page (ebrary, viewed January 8, 2014) |
| In |
Springer eBooks |
| Subject |
Artificial intelligence.
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Computer science.
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Computer software.
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Data mining.
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Social sciences -- Data processing.
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Electronic data processing.
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Computer programs.
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artificial intelligence.
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computer science.
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data processing.
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software.
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COMPUTERS -- Computer Literacy.
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COMPUTERS -- Computer Science.
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COMPUTERS -- Data Processing.
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COMPUTERS -- Hardware -- General.
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COMPUTERS -- Information Technology.
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COMPUTERS -- Machine Theory.
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COMPUTERS -- Reference.
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Electronic data processing
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Computer programs
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Artificial intelligence
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Computer science
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Computer software
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Data mining
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Social sciences -- Data processing
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| Form |
Electronic book
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| Author |
Michelucci, Pietro, editor
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| ISBN |
9781461488064 |
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1461488060 |
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1461488052 |
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9781461488057 |
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