Invention Grant
US08626509B2 Determining one or more topics of a conversation using a domain specific model
有权
使用域特定模型确定会话的一个或多个主题
- Patent Title: Determining one or more topics of a conversation using a domain specific model
- Patent Title (中): 使用域特定模型确定会话的一个或多个主题
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Application No.: US12055653Application Date: 2008-03-26
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Publication No.: US08626509B2Publication Date: 2014-01-07
- Inventor: Shourya Roy , Laxminarayan Venkata Subramaniam
- Applicant: Shourya Roy , Laxminarayan Venkata Subramaniam
- Applicant Address: US MA Burlington
- Assignee: Nuance Communications, Inc.
- Current Assignee: Nuance Communications, Inc.
- Current Assignee Address: US MA Burlington
- Agency: Wolf Greenfield & Sacks, P.C.
- Main IPC: G10L15/08
- IPC: G10L15/08 ; G06F17/30

Abstract:
Applications of a domain specific model are described. A domain specific model may encode information about a domain. Information available in the domain specific model may be used to identify a topic of a conversation, such as a topic of a call to a call center. Callers' complaints can be categorized into coarse as well as fine topic categories by analyzing an initial part of a call and by examining a distribution of topic specific descriptive and discriminative features within the initial portion of the call. Once a call has been identified as belonging to a topic, a call-center agent may be prompted with information about the topic, such as questions and answers and actions related to the topic. Generic to specific information may be provided to the agent as the call progresses.
Public/Granted literature
- US20080177538A1 GENERATION OF DOMAIN MODELS FROM NOISY TRANSCRIPTIONS Public/Granted day:2008-07-24
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