Seeking the Wisdom of Crowds Through Challenge-Based Competitions in Biomedical Research
Seeking the Wisdom of Crowds Through Challenge-Based Competitions in Biomedical Research
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DOI：
10.1038/clpt.2013.36
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发表时间：
2013-05-01
影响因子：
6.7
通讯作者：
Stolovitzky, G.
中科院分区：
文献类型：
--
作者：
Costello, J. C.;Stolovitzky, G.
“基于竞争的竞赛”指的是解决基础研究问题的框架，其中社区面临挑战，解决挑战的数据，以及对提交的解决方案进行排名的独立，公正的评估。虽然这些努力的典型结果是对不同方法进行强大的性能评估，但基于挑战的竞争远远超出了算法评估。在这里，我们讨论了基于挑战的竞争在组织和建设社区以及推动创新方面的影响。
"Challenge-based competitions" refers to a framework for addressing fundamental research questions in which the community is presented with a challenge, the data to address the challenge, and independent, unbiased assessment to rank submitted solutions. Although the typical result of such efforts is a robust performance evaluation of diverse methodologies, challenge-based competitions reach far beyond algorithm assessment. Here, we discuss the impact of challenge-based competitions in the areas of organizing and building communities and driving innovation.