Learning and Decision-Making from Rank Data

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The ubiquitous challenge of learning and decision-making from rank data arises in situations where intelligent systems collect preference and behavior data from humans, learn from the data, and then use the data to help humans make efficient, effective, and timely decisions. Often, such data are represented by rankings. This book surveys some recent progress toward addressing the challenge from the considerations of statistics, computation, and socio-economics. We will cover classical statistical models for rank data, ...

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Learning and Decision-Making from Rank Data
2019, Morgan & Claypool, San Rafael

ISBN-13: 9781681734408

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Learning and Decision-Making from Rank Data
2019, Morgan & Claypool, San Rafael

ISBN-13: 9781681734422

Hardcover

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