Recommendation 55: NASA should expand public participation in scientific research and other crowdsourcing methods as one strategy for providing data labeling essential to ML/AI/AA.

PDE-CS / Planetary-Data-Ecosystem

Planetary Data Ecosystem Issue Tracking and Discussions

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Recommendation 55: NASA should expand public participation in scientific research and other crowdsourcing methods as one strategy for providing data labeling essential to ML/AI/AA. #55

Open PDE-CS opened 2 years ago

PDE-CS commented 2 years ago

Recommendation 55 NASA should expand public participation in scientific research and other crowdsourcing methods as one strategy for providing data labeling essential to ML/AI/AA.

PDE-CS commented 2 years ago

PDS Management Response:

An attempt at crowdsourcing was evaluated several years ago. However, crowdsourcing is problematic in that it may reduce the integrity of PDS archives from non-expert contributions. Crowdsourcing may create a large overhead to implement a crowdsourcing system and to evaluate the quality of results.