Personalized ranking using deep attribute extraction and attentive user interest embeddings

In some examples, a system may be configured to generate one or more query attributes for a search query received from a computing device of a user. Additionally, the system may be configured to, based at least in part on historical data of the user including data characterizing one or more items as...

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Hauptverfasser: Kanumala, Praveenkumar, Guo, Stephen Dean, Achan, Kannan, Kumar, Surya Prasanna, Ramkumar, Rahul, Iyer, Rahul, Wadhwa, Soumya
Format: Patent
Sprache:eng
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Zusammenfassung:In some examples, a system may be configured to generate one or more query attributes for a search query received from a computing device of a user. Additionally, the system may be configured to, based at least in part on historical data of the user including data characterizing one or more items associated with the user, generate relevant item data. In various examples, the relevant item data characterizing a set of relevant items. Moreover, the system may be configured to, based on the relevant item data, the historical data of the user and the one or more query attributes, implement a set of operations that generate a set of personalized search results associated with the search query.