发明名称 System and method for determining query intent
摘要 A method for training a system is provided. The method may include storing one or more backend communication logs, each of the one or more backend communication logs including a user query and a corresponding backend query. The method may further include parsing the one or more backend communication logs to extract statistical information and generating a mapping between each user query and a corresponding set of language tags. The method may also include sorting the one or more backend communication logs based upon, at least in part, the extracted statistical information.
申请公布号 US9373322(B2) 申请公布日期 2016.06.21
申请号 US201313859983 申请日期 2013.04.10
申请人 Nuance Communications, Inc. 发明人 Goussard Jacques-Olivier
分类号 G06F17/20;G10L15/00;G10L15/06;G06F17/27;G06F17/30 主分类号 G06F17/20
代理机构 Holland & Knight LLP 代理人 Whittenberger, Esq. Mark H.;Holland & Knight LLP
主权项 1. A computer-implemented method for use with an interactive voice response system comprising: storing, using one or more computing devices implementing an interactive voice response application, a plurality of backend communication logs, each of the plurality backend communication logs including a user query and a corresponding backend query; parsing, using the one or more computing devices, the plurality of backend communication logs to extract statistical information; translating the extracted statistical information into a natural language tag; generating, using the one or more computing devices, a mapping between each user query and a corresponding set of language tags based on the translating; sorting, using the one or more computing devices, the plurality of backend communication logs based upon, at least in part, the extracted statistical information and the mapping; receiving, using the one or more computing devices, a current user query, at the interactive voice response application, and the corresponding backend query; updating the interactive voice response application by dynamically updating the mapping, wherein dynamically updating the mapping is based upon, at least in part, a current user query being received and a determined commonality between the current user query and at least one of a previous user query, wherein the determined commonality associates the current user query with the corresponding set of language tags for the previous user query; determining a query intent for a subsequent user query, received via the interactive voice response application, based on the sorted backend communication logs and the updated mapping; and providing, via the interactive voice response application, a database response to the user based upon, at least in part, the determined query intent and the backend communication log.
地址 Burlington MA US