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Handbook of Human Computation 2013
- Pietro Michelucci
:
Handbook of Human Computation. Springer 2013, ISBN 978-1-4614-8805-7
Foundations
- Matthew Blumberg:
Foundations in Human Computation. 3-4 - Matthew Blumberg:
Patterns of Connection. 5-12 - David Alan Grier:
Human Computation and Divided Labor - The Precursors of Modern Crowdsourcing. 13-23 - Melanie E. Moses, Tatiana Paz Flanagan, Kenneth Letendre, G. Matthew Fricke
:
Ant Colonies as a Model of Human Computation. 25-37 - Linda J. Larson-Prior:
Parallels in Neural and Human Communication Networks. 39-49 - Matthew Blumberg, Pietro Michelucci
:
The Psychopathology of Information Processing Systems. 51-59 - Carlos Gershenson
:
Information and Computation. 61-69 - Helmut Nechansky:
Epistemological Issues in Human Computation. 71-81 - Pietro Michelucci
:
Synthesis and Taxonomy of Human Computation. 83-86
Application Domains
- Haym Hirsh:
Human Computation in the Wild. 89-93 - Patrick Meier:
Human Computation for Disaster Response. 95-104 - Paul Wicks
, Max A. Little:
The Virtuous Circle of the Quantified Self: A Human Computational Approach to Improved Health Outcomes. 105-129 - Elena Simperl
, Maribel Acosta
, Fabian Flöck:
Knowledge Engineering via Human Computation. 131-151 - Chris J. Lintott, Jason T. Reed:
Human Computation in Citizen Science. 153-162 - Carole R. Beal, Clayton T. Morrison, Juan C. Villegas
:
Human Computation as an Educational Opportunity. 163-170 - Albert Yu-Min Lin, Andrew Huynh, Luke Barrington, Gert R. G. Lanckriet:
Search and Discovery Through Human Computation. 171-186 - Scott Rettberg
:
Human Computation in Electronic Literature. 187-203 - Christopher G. Harris
, Padmini Srinivasan
:
Human Computation for Information Retrieval. 205-214 - François Bry
:
Human Computation-Enabled Network Analysis for a Systemic Credit Risk Rating. 215-245 - Lisa Purvis, Manas Hardas:
Innovation via Human Computation. 247-254 - Marco Brambilla, Piero Fraternali:
Human Computation for Organizations: Socializing Business Process Management. 255-264 - Dan Thomsen:
Solving Wicked Problems. 265-275
Techniques and Modalities
- Kshanti A. Greene:
Introduction to Techniques and Modalities. 279-283 - Yolanda Gil
:
Social Knowledge Collection. 285-296 - Irene Celino:
Location-Based Games for Citizen Computation. 297-316 - Mark Billinghurst
:
Augmented Reality Interfaces in Human Computation Systems. 317-331 - Joel Ross:
Pervasive Human Computing. 333-345 - Kshanti A. Greene, Thomas A. Young:
Building Blocks for Collective Problem Solving. 347-365 - Anamaria Berea
:
Adaptive Agents in Combinatorial Prediction Markets. 367-376 - Jesse Chandler, Gabriele Paolacci
, Pam Mueller:
Risks and Rewards of Crowdsourcing Marketplaces. 377-392 - Markus Krause:
Designing Systems with Homo Ludens in the Loop. 393-409 - Stuart Reeves
:
Human-Computer Interaction Issues in Human Computation. 411-419 - Jasminko Novak:
Collective Action and Human Computation - From Crowd-Workers to Social Collectives. 421-445 - Liane Gabora:
Cultural Evolution as Distributed Computation. 447-461 - Winter A. Mason:
Collective Search as Human Computation. 463-474 - Pietro Michelucci
:
Organismic Computing. 475-501
Infrastructure and Architecture
- Michael Witbrock
:
Infrastructure and Architecture for Human Computer Intelligent Collaboration. 505-508 - Walter S. Lasecki, Jeffrey P. Bigham:
Interactive Crowds: Real-Time Crowdsourcing and Crowd Agents. 509-521 - Dominic DiFranzo
, James A. Hendler
:
The Semantic Web and the Next Generation of Human Computation. 523-530 - Michael Witbrock
, Luka Bradesko:
Conversational Computation. 531-543 - Yu-An Sun, Christopher R. Dance:
Modeling Humans as Computing Resources. 545-550 - Daniel Schall:
Service Oriented Protocols for Human Computation. 551-559 - Atsuyuki Morishima:
CyLog/Crowd4U: A Case Study of a Computing Platform for Cybernetic Dataspaces. 561-572 - Gabriella Castelli, Marco Mamei, Alberto Rosi, Franco Zambonelli:
Multiagent Environment Design for Pervasive Human-ICT Systems: The SAPERE Approach. 573-580 - Neal Lathia:
The "Human Sensor: " Bridging Between Human Data and Services. 581-593
Algorithms
- Remco Chang
, Caroline Ziemkiewicz:
Algorithms: Introduction. 597-598 - Aidan Lyon, Eric Pacuit:
The Wisdom of Crowds: Methods of Human Judgement Aggregation. 599-614 - R. Jordan Crouser
, Alvitta Ottley, Remco Chang
:
Balancing Human and Machine Contributions in Human Computation Systems. 615-623 - Peng Dai:
Constructing Crowdsourced Workflows. 625-632 - Edmund H. Durfee
:
Distributed Intelligent Agent Algorithms in Human Computation. 633-640 - Jeffrey V. Nickerson
:
Human-Based Evolutionary Computing. 641-648 - Ido Guy:
Algorithms for Social Recommendation. 649-671
Participation
- Winter A. Mason:
Participation. 675-677 - Jon Chamberlain, Udo Kruschwitz
, Massimo Poesio
:
Methods for Engaging and Evaluating Users of Human Computation Systems. 679-694 - 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 - Anita Williams Woolley
, Nada Hashmi:
Cultivating Collective Intelligence in Online Groups. 703-714 - Alecia M. Santuzzi, Christopher J. Budnick, Derrick L. Cogburn:
Human Computation and Collaboration: Identifying Unique Social Processes in Virtual Contexts. 715-723 - Arpita Ghosh:
Game Theory and Incentives in Human Computation Systems. 725-742
Analysis
- Kristina Lerman:
Analysis: An Introduction. 745-749 - Kristina Lerman:
Social Informatics: Using Big Data to Understand Social Behavior. 751-759 - Lilian Weng, Filippo Menczer
:
Computational Analysis of Collective Behaviors via Agent-Based Modeling. 761-767 - Tad Hogg:
Stochastic Modeling of Social Behavior on Digg. 769-778 - Aram Galstyan:
Activation Cascades in Structured Populations. 779-789 - Qi Xuan, Vladimir Filkov:
Synchrony in Social Groups and Its Benefits. 791-802 - 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
- Dan Thomsen:
Introduction to Security and Policy Section. 819-821 - Alek Felstiner:
Labor Standards. 823-836 - James Caverlee:
Exploitation in Human Computation Systems. 837-845 - Thomas W. Deutsch:
Big Data, Dopamine and Privacy by Design. 847-855 - Elena Ferrari
, Marco Viviani
:
Privacy in Social Collaboration. 857-878 - Dan Thomsen:
Applying Security Lessons Learned to Human Computation Solving Systems. 879-889
Impact
- Pietro Michelucci
:
The Impact of Human Computation. 893-895 - Francis Heylighen
:
From Human Computation to the Global Brain: The Self-Organization of Distributed Intelligence. 897-909 - Theodore P. Pavlic
, Stephen C. Pratt:
Superorganismic Behavior via Human Computation. 911-960 - Daniel Estrada, Jonathan Lawhead:
Gaming the Attention Economy. 961-978 - Paul E. Smaldino
, Peter J. Richerson:
Human Cumulative Cultural Evolution as a Form of Distributed Computation. 979-992 - Juan Pablo Hourcade, Lisa P. Nathan
:
Human Computation and Conflict. 993-1009 - Bonnie A. Nardi:
The Role of Human Computation in Sustainability, or, Social Progress Is Made of Fossil Fuels. 1011-1020 - Pietro Michelucci
:
Human Computation: A Manifesto. 1021-1038
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