Preference learning: Difference between revisions

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'''Preference learning''' is a subfield of [[machine learning]] that focuses on modeling and predicting preferences based on observed preference information.<ref>{{Cite Mehryar Afshin Ameet 2012}}</ref> Preference learning typically involves supervised learning using datasets of pairwise preference comparisons, rankings, or other preference information.
 
While the concept of preference learning has been emerged for some time in many fields such as [[economics]],<ref name="SHOG00" /> it's a relatively new topic in [[artificial intelligence]] research. Several workshops have been discussing preference learning and related topics in the past decade.<ref name="WEB:WORKSHOP" />
 
==Tasks==