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Handbook of Human Computation 2013

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Pietro Michelucci:
Handbook of Human Computation. Springer 2013, ISBN 978-1-4614-8805-7

Foundations

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Matthew Blumberg:
Foundations in Human Computation. 3-4
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Matthew Blumberg:
Patterns of Connection. 5-12
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David Alan Grier:
Human Computation and Divided Labor - The Precursors of Modern Crowdsourcing. 13-23
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Melanie E. Moses, Tatiana Paz Flanagan, Kenneth Letendre, G. Matthew Fricke:
Ant Colonies as a Model of Human Computation. 25-37
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Linda J. Larson-Prior:
Parallels in Neural and Human Communication Networks. 39-49
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Matthew Blumberg, Pietro Michelucci:
The Psychopathology of Information Processing Systems. 51-59
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Carlos Gershenson:
Information and Computation. 61-69
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Helmut Nechansky:
Epistemological Issues in Human Computation. 71-81
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Pietro Michelucci:
Synthesis and Taxonomy of Human Computation. 83-86

Application Domains

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Haym Hirsh:
Human Computation in the Wild. 89-93
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Patrick Meier:
Human Computation for Disaster Response. 95-104
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Paul Wicks, Max A. Little:
The Virtuous Circle of the Quantified Self: A Human Computational Approach to Improved Health Outcomes. 105-129
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Elena Simperl, Maribel Acosta, Fabian Flöck:
Knowledge Engineering via Human Computation. 131-151
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Chris J. Lintott, Jason T. Reed:
Human Computation in Citizen Science. 153-162
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Carole R. Beal, Clayton T. Morrison, Juan C. Villegas:
Human Computation as an Educational Opportunity. 163-170
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Albert Yu-Min Lin, Andrew Huynh, Luke Barrington, Gert R. G. Lanckriet:
Search and Discovery Through Human Computation. 171-186
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Scott Rettberg:
Human Computation in Electronic Literature. 187-203
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Christopher G. Harris, Padmini Srinivasan:
Human Computation for Information Retrieval. 205-214
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François Bry:
Human Computation-Enabled Network Analysis for a Systemic Credit Risk Rating. 215-245
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Lisa Purvis, Manas Hardas:
Innovation via Human Computation. 247-254
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Marco Brambilla, Piero Fraternali:
Human Computation for Organizations: Socializing Business Process Management. 255-264
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Dan Thomsen:
Solving Wicked Problems. 265-275

Techniques and Modalities

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Kshanti A. Greene:
Introduction to Techniques and Modalities. 279-283
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Yolanda Gil:
Social Knowledge Collection. 285-296
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Irene Celino:
Location-Based Games for Citizen Computation. 297-316
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Mark Billinghurst:
Augmented Reality Interfaces in Human Computation Systems. 317-331
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Joel Ross:
Pervasive Human Computing. 333-345
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Kshanti A. Greene, Thomas A. Young:
Building Blocks for Collective Problem Solving. 347-365
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Anamaria Berea:
Adaptive Agents in Combinatorial Prediction Markets. 367-376
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Jesse Chandler, Gabriele Paolacci, Pam Mueller:
Risks and Rewards of Crowdsourcing Marketplaces. 377-392
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Markus Krause:
Designing Systems with Homo Ludens in the Loop. 393-409
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Stuart Reeves:
Human-Computer Interaction Issues in Human Computation. 411-419
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Jasminko Novak:
Collective Action and Human Computation - From Crowd-Workers to Social Collectives. 421-445
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Liane Gabora:
Cultural Evolution as Distributed Computation. 447-461
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Winter A. Mason:
Collective Search as Human Computation. 463-474
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Pietro Michelucci:
Organismic Computing. 475-501

Infrastructure and Architecture

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Michael Witbrock:
Infrastructure and Architecture for Human Computer Intelligent Collaboration. 505-508
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Walter S. Lasecki, Jeffrey P. Bigham:
Interactive Crowds: Real-Time Crowdsourcing and Crowd Agents. 509-521
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Dominic DiFranzo, James A. Hendler:
The Semantic Web and the Next Generation of Human Computation. 523-530
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Michael Witbrock, Luka Bradesko:
Conversational Computation. 531-543
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Yu-An Sun, Christopher R. Dance:
Modeling Humans as Computing Resources. 545-550
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Daniel Schall:
Service Oriented Protocols for Human Computation. 551-559
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Atsuyuki Morishima:
CyLog/Crowd4U: A Case Study of a Computing Platform for Cybernetic Dataspaces. 561-572
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Gabriella Castelli, Marco Mamei, Alberto Rosi, Franco Zambonelli:
Multiagent Environment Design for Pervasive Human-ICT Systems: The SAPERE Approach. 573-580
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Neal Lathia:
The "Human Sensor: " Bridging Between Human Data and Services. 581-593

Algorithms

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Remco Chang, Caroline Ziemkiewicz:
Algorithms: Introduction. 597-598
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Aidan Lyon, Eric Pacuit:
The Wisdom of Crowds: Methods of Human Judgement Aggregation. 599-614
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R. Jordan Crouser, Alvitta Ottley, Remco Chang:
Balancing Human and Machine Contributions in Human Computation Systems. 615-623
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Peng Dai:
Constructing Crowdsourced Workflows. 625-632
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Edmund H. Durfee:
Distributed Intelligent Agent Algorithms in Human Computation. 633-640
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Jeffrey V. Nickerson:
Human-Based Evolutionary Computing. 641-648
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Ido Guy:
Algorithms for Social Recommendation. 649-671

Participation

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Winter A. Mason:
Participation. 675-677
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Jon Chamberlain, Udo Kruschwitz, Massimo Poesio:
Methods for Engaging and Evaluating Users of Human Computation Systems. 679-694
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Jason T. Reed, Ryan Cook, M. Jordan Raddick, Karen Carney, Chris J. Lintott:
Participating in Online Citizen Science: Motivations as the Basis for User Types and Trajectories. 695-702
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Anita Williams Woolley, Nada Hashmi:
Cultivating Collective Intelligence in Online Groups. 703-714
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Alecia M. Santuzzi, Christopher J. Budnick, Derrick L. Cogburn:
Human Computation and Collaboration: Identifying Unique Social Processes in Virtual Contexts. 715-723
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Arpita Ghosh:
Game Theory and Incentives in Human Computation Systems. 725-742

Analysis

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Kristina Lerman:
Analysis: An Introduction. 745-749
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Kristina Lerman:
Social Informatics: Using Big Data to Understand Social Behavior. 751-759
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Lilian Weng, Filippo Menczer:
Computational Analysis of Collective Behaviors via Agent-Based Modeling. 761-767
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Tad Hogg:
Stochastic Modeling of Social Behavior on Digg. 769-778
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Aram Galstyan:
Activation Cascades in Structured Populations. 779-789
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Qi Xuan, Vladimir Filkov:
Synchrony in Social Groups and Its Benefits. 791-802
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Antonio Sanfilippo, Roderick M. Riensche, Jereme Haack, Scott Butner:
Psychosocial and Cultural Modeling in Human Computation Systems: A Gamification Approach. 803-815

Policy and Security

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Dan Thomsen:
Introduction to Security and Policy Section. 819-821
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Alek Felstiner:
Labor Standards. 823-836
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James Caverlee:
Exploitation in Human Computation Systems. 837-845
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Thomas W. Deutsch:
Big Data, Dopamine and Privacy by Design. 847-855
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Elena Ferrari, Marco Viviani:
Privacy in Social Collaboration. 857-878
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Dan Thomsen:
Applying Security Lessons Learned to Human Computation Solving Systems. 879-889

Impact

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Pietro Michelucci:
The Impact of Human Computation. 893-895
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Francis Heylighen:
From Human Computation to the Global Brain: The Self-Organization of Distributed Intelligence. 897-909
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Theodore P. Pavlic, Stephen C. Pratt:
Superorganismic Behavior via Human Computation. 911-960
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Daniel Estrada, Jonathan Lawhead:
Gaming the Attention Economy. 961-978
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Paul E. Smaldino, Peter J. Richerson:
Human Cumulative Cultural Evolution as a Form of Distributed Computation. 979-992
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Juan Pablo Hourcade, Lisa P. Nathan:
Human Computation and Conflict. 993-1009
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Bonnie A. Nardi:
The Role of Human Computation in Sustainability, or, Social Progress Is Made of Fossil Fuels. 1011-1020
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Pietro Michelucci:
Human Computation: A Manifesto. 1021-1038

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