Patent · US Active

Multi-channel hybrid models for efficient routing

US11622042B2 · kind B2 · utility

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1References
20Claims
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Key dates

Filing dateMar 28, 2022
Grant dateApr 4, 2023
Priority date
Expiry dateMar 28, 2042

Classification

  • Technology area (CPC H)Electricity
  • CPC primaryH04M3/5238
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

Systems and methods are used to generate contact type predictions that route user customer service requests within a support platform. The contact type predictions are generated using a hybrid model that includes a deep learning component and a business logic component. The deep learning component may generate a multi-channel output based on text features and context features. The multi-channel output is modified based on one or more business rules to generate the contact type predictions.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.