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Preference Learning by Johannes Fürnkranz,Eyke Hüllermeier PDF

By Johannes Fürnkranz,Eyke Hüllermeier

ISBN-10: 3642141242

ISBN-13: 9783642141249

ISBN-10: 3642422306

ISBN-13: 9783642422300

the subject of personal tastes is a brand new department of desktop studying and information mining, and it has attracted huge recognition in man made intelligence study in past years. It contains studying from observations that show information regarding the personal tastes of someone or a category of people. Representing and processing wisdom when it comes to personal tastes is attractive because it permits one to specify wants in a declarative manner, to mix qualitative and quantitative modes of reasoning, and to accommodate inconsistencies and exceptions in a versatile demeanour. And, generalizing past education info, types therefore realized can be utilized for choice prediction.

This is the 1st e-book devoted to this subject, and the therapy is complete. The editors first provide a radical creation, together with a scientific categorization based on studying activity and studying strategy, in addition to a unified notation. the 1st half the e-book is equipped into components on label rating, example score, and item rating; whereas the second one part is prepared into components on purposes of choice studying in multiattribute domain names, details retrieval, and recommender platforms.

The booklet can be of curiosity to researchers and practitioners in man made intelligence, particularly computing device studying and information mining, and in fields comparable to multicriteria decision-making and operations research.

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Preference Learning by Johannes Fürnkranz,Eyke Hüllermeier


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