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Method and device for generating clustering model and carrying out clustering based on clustering model

A clustering and model technology, applied in database models, speech analysis, structured data retrieval, etc., can solve time-consuming problems

Inactive Publication Date: 2016-03-30
IBM CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At this time, the user needs to listen to each voice message in turn, which will take a lot of time

Method used

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  • Method and device for generating clustering model and carrying out clustering based on clustering model
  • Method and device for generating clustering model and carrying out clustering based on clustering model
  • Method and device for generating clustering model and carrying out clustering based on clustering model

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Embodiment Construction

[0023] Preferred embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although preferred embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.

[0024] First of all, it should be understood that although the present disclosure includes a detailed description about cloud computing, the implementation of the technical solutions recorded therein is not limited to cloud computing environments, but can be implemented in conjunction with any other types of computing environments that are now known or later developed.

[0025] Cloud computing is a service delivery model for convenient, on-d...

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Abstract

The invention provides a method and device for generating a clustering model and carrying out clustering based on the clustering model. The clustering model generating method comprises the following steps: in response to receiving a plurality of historical messages from a historical speech dialogue, extracting feature information of each historical message of the plurality of historical messages; obtaining association relationship between the plurality of historical messages; and generating the clustering model for carrying out clustering on the plurality of historical messages according to the feature information of each historical message of the plurality of historical messages and the association relationship. The clustering method comprises the following steps: in response to receiving a plurality of current messages in a current dialogue, extracting feature information of each current message of the plurality of current messages; and clustering the plurality of current messages to at least one theme group by adopting the clustering model generated through the method above and on the basis of the feature information of each current message of the plurality of current messages. According to the method and device for generating the clustering model and carrying out clustering based on the clustering model, the reliable and accurate clustering model can be generated, and the plurality of messages can be clustered and displayed based on the clustering model.

Description

technical field [0001] Various embodiments of the present invention relate to message processing, and more specifically, to methods and devices for generating a clustering model (clustering model) in message processing and performing clustering based on the clustering model. Background technique [0002] With the development of communication technology, various communication applications have been developed. A large number of users can communicate through communication applications such as instant message applications (eg, WeChat, Sametime, QQ, etc.), short message applications, and chat room applications. These communication applications can run on computing devices with communication capabilities (for example, computers, laptop computers, tablet computers, smart terminals, mobile terminals, etc.), and users can interact with one or more other users via these communication applications. communication. [0003] Unlike traditional continuous voice communication, users can u...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/58G10L15/08
CPCG06F16/285
Inventor 王芝虎严骏驰倪渊祝慧佳段宁
Owner IBM CORP
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