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Preference Learning: A Tutorial Introduction

Preference Learning: A Tutorial IntroductionEykeH llermeierKnowledgeEngineering & BioinformaticsLabDept. of Mathematicsand Computer ScienceMarburg University, GermanyPL-10 @ ECML/PKDD 2010, Barcelona, September 24, 2010 Johannes F rnkranzKnowledgeEngineeringDept. ofComputer ScienceTechnical University Darmstadt, GermanyECML/PKDD-2010 Tutorialon PreferenceLearning| Part 1 | J. F rnkranz& E. H llermeierWhatisPreference Learning ? Preference learning is an emerging subfield of machine learning Roughly speaking, it deals with the learning of (predictive) Preference modelsfrom observed (or extracted) Preference information MACHINE LEARNINGPREFERNCE MODELING and DECISION ANALYSISP reference Learningcomputerscienceartificialintelli genceoperationsresearchsocialsciences(vo tingandchoicetheory)economicsanddecision theory2 ECML/PKDD-2010 Tutorialon PreferenceLearning| Part 1 | J.

A Tutorial Introduction Eyke Hüllermeier Knowledge Engineering & Bioinformatics Lab Dept. of Mathematics and Computer Science Marburg University, Germany PL-10 @ ECML/PKDD 2010, Barcelona, September 24, 2010 Johannes Fürnkranz Knowledge Engineering Dept. of Computer Science

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