Examples of using Distributed data in English and their translations into Urdu
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Bit By Bit- Creating mass collaboration- 5.4 Distributed data collection.
Table 5.3: Examples of distributed data collection projects in social research.
Finally, one could argue that Peer-to-Patent is an example of distributed data collection.
Purdam(2014) described a distributed data collection about begging in London.
Redundancy is an important way to assess the quality of distributed data collection.
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As eBird demonstrates, distributed data collection can be used for scientific research.
In fact,much of quantitative social science already relies on distributed data collection using paid staff.
Open calls and distributed data collection can also raise complex questions about consent and privacy.
Both Purdam(2014) and Windt and Humphreys(2016) have some discussion about the ethical issues in distributed data collection.
NoSQL is designed for distributed data stores for very large scale data needs.
In addition to creating human computation and open calls, researchers can also create a distributed data collection project.
In distributed data collection projects, researchers enable participants to contribute new measurements of the world.
In order to further build your intuition,table 5.3 shows other examples of distributed data collection for social research.
Finally, distributed data collection projects are ideally suited for large-scale data collection.
In order to further build your intuition,table 5.3 shows other examples of distributed data collection for social research.
Distributed data collection is possible, and in the future will likely involve technology and passive participation.
In addition to creating human computation and open call projects, researchers can also create distributed data collection projects.
Distributed data collection is possible, and in the future it will likely involve technology and passive participation.
This chapter is organized around three main forms of mass collaboration: human computation, open call, and distributed data collection.
Further, in distributed data collection, researchers could collect data about people without their consent.
In addition tocreating human computation and open call projects, researchers can also create distributed data collection projects.
A classic example of a distributed data collection is eBird, in which hundreds of thousands of volunteers contribute reports about birds they see.
Overall, the PhotoCity project shows that sampling anddata quality are not insurmountable problems in distributed data collection.
In fact,much of quantitative social science already relies on distributed data collection in the form of surveys administered by employees.
In human computation and distributed data collection projects, on the other hand, the best form of quality control comes through redundancy, not a high bar for participation.
I choose to include it as an open call because it has a contest-like structure andonly the best contributions are used(whereas with distributed data collection, the idea of good and bad contributions is less clear).
Further, it shows that distributed data collection projects are not limited to tasks that people are already doing anyway, such as watching birds.
In fact, for certain research questions, distributed data collection is better than anything that would realistically be possible with paid data collectors.
Going forward, I suspect that many distributed data collection projects will begin to make use of capabilities of mobile phones that are already carried by billions of people around the world.
As the examples below- from ornithology and computer science- show distributed data collection enables researchers to collect data more frequently and in more places than were possible previously.