Open AccessDesigning Markets for Prediction
Author(s) -
Chen Yiling,
Pennock David M.
Publication year - 2010
Publication title -
ai magazine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.597
H-Index - 79
eISSN - 2371-9621
pISSN - 0738-4602
DOI - 10.1609/aimag.v31i4.2313
Subject(s) - process (computing) , computer science , predictive modelling , machine learning , data science , artificial intelligence , data mining , management science , engineering , operating system
We survey the literature on prediction mechanisms, including prediction markets and peer prediction systems. We pay particular attention to the design process, highlighting the objectives and properties that are important in the design of good prediction mechanisms.