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Product-based Neural Networks for User Response Prediction

arxiv.org

specific item such as a news article, a commercial item or an advertising post, which influences the subsequent decision making such as document ranking [2] and ad bidding [3]. The data collection in these IR tasks is mostly in a multi-field categorical form, for example, [Weekday=Tuesday, Gender=Male, City=London], which is normally trans-

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Item Response Theory: What It Is and How You Can Use the ...

support.sas.com

In recent years, IRT-based models have also become increasingly popular in health outcomes, quality-of-life research, and clinical research (Hays, Morales, and Reise2000;Edelen and Reeve2007;Holman, Glas, and de Haan2003;Reise and Waller2009). For simplicity, models that are developed based on item response theory are referred to simply as IRT ...

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