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Validation of music metadata via game with a purpose

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Published:05 September 2012Publication History

ABSTRACT

Quantity of music metadata on the Web is sufficient, music recommendation and online repository systems are proof of it. However, it became a real challenge to keep quality of these metadata at reasonable level as the cost of manual validation is too high and current automatic approaches are inaccurate. In this paper we present a game with a purpose called City Lights -- a music metadata validation approach which lowers the cost of human computation and makes the validation fun. Our goal is to get rid of incorrect user-submitted music tags or tags not usable at global scale. We describe the game principles and evaluate the game results.

References

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            cover image ACM Other conferences
            I-SEMANTICS '12: Proceedings of the 8th International Conference on Semantic Systems
            September 2012
            215 pages
            ISBN:9781450311120
            DOI:10.1145/2362499

            Copyright © 2012 ACM

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            Association for Computing Machinery

            New York, NY, United States

            Publication History

            • Published: 5 September 2012

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            Overall Acceptance Rate40of182submissions,22%

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