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Method and system for realizing dialogue based on correlation analysis of big data and small data

A technology of correlation analysis and small data, applied in the direction of electronic digital data processing, digital data information retrieval, special data processing applications, etc., can solve the problems of low humor level and humor level, limited number of humorous sentences or humorous components, etc.

Active Publication Date: 2021-01-01
SUPERPOWER INNOVATION INTELLIGENT TECH DONGGUAN CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Existing robots obtain humorous sentences or humorous components by querying the humorous knowledge base when they have a dialogue with users. Due to the limited number of humorous sentences or humorous components in the humorous knowledge base, the degree of humor and the level of humor are low.

Method used

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  • Method and system for realizing dialogue based on correlation analysis of big data and small data
  • Method and system for realizing dialogue based on correlation analysis of big data and small data
  • Method and system for realizing dialogue based on correlation analysis of big data and small data

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Experimental program
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Embodiment 1

[0118] Such as figure 1 As shown, this embodiment provides a method for implementing dialogue based on big data and small data correlation analysis, which can be applied to robots, and includes the following steps:

[0119] S101. Obtain user data.

[0120] In this embodiment, a robot refers to an intelligent robot, a machine that can simulate human behavior or thought, which includes some computer programs, such as chat programs, etc.; during the dialogue process between the robot and the user, the robot's sense organs can obtain multiple small data, For example, the robot’s eyes are equipped with a camera, which can obtain the user’s video image data, the robot’s ear is equipped with a pickup, which can obtain the user’s audio data, and other various sensors obtain sensing data (such as the user’s body temperature, heart rate, etc.), Various terminals obtain text data (such as user attributes, words, etc.) input by users; "throw" multiple small data (stones) obtained into bi...

Embodiment 2

[0179] Such as Figure 10 As shown, on the basis of Embodiment 1, the method for implementing dialogue based on the correlation analysis between big data and small data in this embodiment also includes:

[0180] S107. Select the humorous statement with the largest degree of humor from the set of humorous statements, and output it, specifically: the robot selects the humorous statement with the greatest degree of humor from the set of humorous statements, and outputs it to the user through text and / or voice, so that the user A humorous statement with a high degree of humor and a high level of humor can be obtained.

Embodiment 3

[0182] Such as Figure 11 As shown, the difference between this embodiment and Embodiment 1 or 2 is: step S1044, when the matching degree of the sentence with the first small data is greater than the preset matching degree threshold, the matching degree of the second small data is greater than the preset matching When a statement in the statements of degree threshold is not marked, the statement is deleted; otherwise, the statement is kept.

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Abstract

The invention discloses a humor achievement method and system based on correlating analyses of big data and small data. The method comprises the following steps that data of a user is obtained; part of the data of the user is extracted as first small data, and another part of the data is extracted as second small data; big data is obtained; data correlating to the first small data and the second small data are obtained from the big data respectively and as a first correlated data set and a second correlated data set respectively after cleaning; positively correlated sentences excavated from the first correlated data set and the degree of positive correlation of the positively correlated sentences are logged into a positively correlated sentence set; negatively correlated sentence excavated from the second correlated data set and the degree of negative correlation of the negatively correlated sentences are logged into a negatively correlated sentence set; a humor sentence set is obtained according to the positively correlated sentence set and the negatively correlated sentence set. According to the method and system, a robot can obtain sentences which can bring out the humorous meaning from the big data, and the degree of humor and the level of humor of the robot can be enhanced.

Description

technical field [0001] The invention relates to a method and system for generating a robot sense of humor, in particular to a method and system for realizing dialogue based on correlation analysis of big data and small data, belonging to the technical field of artificial intelligence. Background technique [0002] With the rapid development of robot technology, users have higher and higher requirements for robot functions. A sense of humor is one of the most important contents of intelligent robots. [0003] Existing robots obtain humorous sentences or humorous components by querying humorous knowledge bases when they have a dialogue with users. Due to the limited number of humorous sentences or humorous components in humorous knowledge bases, the degree of humor and humor level are low. Contents of the invention [0004] The purpose of the present invention is to solve the above-mentioned defects in the prior art, and to provide a method for realizing dialogue based on th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/215G06F16/2458
CPCG06F16/215G06F16/2465
Inventor 朱定局
Owner SUPERPOWER INNOVATION INTELLIGENT TECH DONGGUAN CO LTD
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