Preference learning: Difference between revisions

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'''Preference learning''' is a subfield inof [[machine learning]], whichthat isfocuses aon classificationmodeling methodand predicting preferences based on observed preference information.<ref>{{Cite Mehryar Afshin Ameet 2012}}</ref> InPreference thelearning viewtypically ofinvolves [[supervised learning]], preferenceusing learning trains on a setdatasets of itemspairwise whichpreference havecomparisons, preferences toward labelsrankings, or other itemspreference and predicts the preferences for all itemsinformation.

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 [[Artificialartificial Intelligenceintelligence]] research. Several workshops have been discussing preference learning and related topics in the past decade.<ref name="WEB:WORKSHOP" />

==Tasks==