Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data

1 Jul 2018Yanru QuBohui FangWeinan ZhangRuiming TangMinzhe NiuHuifeng GuoYong YuXiuqiang He

User response prediction is a crucial component for personalized information retrieval and filtering scenarios, such as recommender system and web search. The data in user response prediction is mostly in a multi-field categorical format and transformed into sparse representations via one-hot encoding... (read more)

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