Examples of using Human computation in English and their translations into Slovenian
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hard-for-computers micro-tasks that we can turn over to human computation projects.
Computer-assisted human computation systems also use machine learning
colleagues were able to use their human computation system to do this coding- customized to their research question- quickly and easily.
In human computation and distributed data collection projects, moreover, the best form of quality control comes through redundancy,
In human computation projects, such as Galaxy Zoo,
In the end, the quality of the output of human computation projects rests on the quality of the inputs that the human participants provide: garbage in, garbage out.
Further, because the human computation was quick
What these“games with a purpose” have in common is that they try to make the tasks involved in human computation enjoyable.
Human computation projects combine the efforts of many people working on simple microtasks
Now I can also highlight two important differences between open call projects and human computation projects.
Foldit should be considered a human computation project.
hard-for-computers microtasks that we can turn over to human computation projects.
can be performed by a human computation project resulting in greater reproducibility and flexibility.
the same recipe that is used for most human computation projects.
(2010) turned Galaxy Zoo into what I would call a second-generation human computation system.
many other human computation projects use microtask labor markets(e.g., Amazon Mechanical Turk) and rely on paid workers rather than volunteers.
Galaxy Zoo, and other human computation projects, typically use a split-apply-combine strategy(Wickham 2011),
Researchers interested in creating what I have called second generation human computation systems(e.g., systems that use human labels to train a machine learning model)
Two clever human computation projects that I did not have space to discuss are the ESP Game(Ahn
Because very similar challenges arise in most human computation projects, it is helpful to briefly review the three steps that the Galaxy Zoo researchers used to produce their consensus classifications.