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Is the crowd a better judge of artistic merit than an individual expert?
"When I entered medical school, it was all about being an individual expert," said Dr. Darrell G. Kirch, the president and chief executive of the Association of American Medical Colleges.
This led us to investigate whether the D&D format is superior to the MC format in developing an individual expert skill.
It is because without affecting other experts, an individual expert can find the ideas and solution based on expert knowledge, so consensus results are more reliable based on individual expertise.
Two challenging obstacles that need to be addressed include: (1) how to automatically discover the appropriate number of experts in use or automatically do model selection; (2) how to train an individual expert with reference to others.
Due to the systemic and complex nature of foresight and futures thinking, an individual expert, regardless how experienced he or she is, cannot possess enough information and have different enough points of view to successfully probe possible futures that radically differ from the present situation.
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Financial markets, too, show how a huge number of guesses, aggregated, can value a stock or bond more accurately than any individual expert could.
At the time, the market was a smaller, less specialized place, and the problems of attribution, which are now diffused through a large, international bureaucracy of expertise, were visible in a condensed form in the lives of a few individual experts.
The CMIS assigns a weight factor to each individual expert by the simple averaging and weighted averaging methods.
Individual expert interviews are a well-established methodology in social science [42].
Therefore, RPYS results often provide a different perspective or complement the individual expert's perspective on the field.
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