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Intention interaction system based on multi-dimensional government affair item knowledge base

An interactive system and knowledge base technology, applied in character and pattern recognition, instruments, electronic digital data processing, etc., can solve problems such as difficulty in finding relevant matters, complicated use methods and procedures, and complicated government service network design, so as to achieve convenient handling. The effect of ensuring the recognition accuracy and recall rate, and ensuring the quality of data sources

Pending Publication Date: 2022-02-01
正数网络技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although some provinces have tried to intelligentize government affairs, most of the technical solutions are limited to the aspects of Chinese word segmentation technology, fuzzy matching, search and personalized recommendation, which cannot accurately match the real intentions of users, nor can they do the right things The association of different nodes in the process
[0003] Most of the existing technical solutions are developed by different technical teams using different power list standards in different provinces or cities. The results are often uneven, and the accuracy of understanding the intentions of the masses is not high. The main reasons are as follows: (1) Government affairs The design of the service network is complex: due to the wide variety of government affairs and vague classification, the design of the government service portal is complicated, and some functions are only concentrated on the government service network through links, which makes it difficult to find relevant items after multiple jumps during use
The use method and process are complicated, and it is difficult for some people to get started quickly; (2) The masses do not understand the government affairs process: some people have no corresponding concept of the problems they want to solve and the government affairs processes they need to handle, and the description methods of the goals and habits of the masses may be Does not correspond to the actual official definition or exact term, making it difficult to quickly find the relevant target content even if searching on the portal website; (3) Transfer of responsibilities between departments: the relationship between government departments is complicated, and the transfer of responsibilities is normal, even for work The personnel may not have a deep understanding of the responsibilities that are not their own responsibility, and the public's understanding of government affairs is even lower. Some of the experience that has been handled will also become invalid due to the transfer of responsibilities, and the public will not often go to in-depth understanding The government service process makes it difficult for some people to handle government services online

Method used

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  • Intention interaction system based on multi-dimensional government affair item knowledge base
  • Intention interaction system based on multi-dimensional government affair item knowledge base
  • Intention interaction system based on multi-dimensional government affair item knowledge base

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0063] combine figure 1 and figure 2 , an intent interaction system based on a multi-dimensional government affairs knowledge base, including:

[0064] The interactive interface unit provides a communication bridge between the terminal interactive interface and the terminal user, and realizes multimedia multi-modal interaction through the support of the underlying artificial intelligence algorithm;

[0065] The interactive engine unit helps end users use and handle corresponding government services through the interactive interface unit through artificial intelligence technology based on natural language understanding and analysis in the process of handling government services; the AI ​​capability unit is used for training tasks, reasoning The preprocessing of the data required by the task and the intention of the neural network model are trained to form a training model. The AI ​​capability unit includes a knowledge extraction module, a knowledge definition module, a data l...

Embodiment 2

[0090] On the basis of Example 1, combined with image 3 , the workflow of the interactive system is as follows:

[0091] S1. The human-computer interaction module generates the first text through the data preprocessing module through the collected image to be processed, the voice to be processed and the text to be processed through the interactive interface unit, and transmits the first text to the interaction engine unit for recognition engine processing ;

[0092] S2. Feedback the result of the identification engine processing in S1 to the user. If the user is satisfied, remark the result and send it into the candidate knowledge training set for storage.

[0093] S3. Feedback the results of S1’s recognition engine processing to the user. If the user is not satisfied, the system will give secondary feedback on the target handling items, and re-label and enter the candidate knowledge training set for screening, and the users collected by the user portrait module The portrai...

Embodiment 3

[0096] combine Figure 5 , the workflow of the interaction engine unit is as follows:

[0097] 1) The interaction engine unit performs intent recognition on the training model produced by the AI ​​capability unit and the first text generated by the interactive interface unit to form an intent list, and combines the intent list with the user portrait to produce the first confidence level intent target, the intent The supervision module supervises the first confidence intention target;

[0098] 2) The first confidence intention target is screened through multiple rounds of interaction nodes and interaction paths in turn, and the next-hop node of the intention target is found according to the first word slot information in the text, and the interaction information is returned according to different nodes, combined with the interaction information Answer the content and find the target next-hop node. If the target next-hop node is not found, then return to multiple rounds of inte...

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PUM

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Abstract

The invention relates to an intention interaction system based on a multi-dimensional government affair item knowledge base. The system comprises an interaction interface unit which provides a communication bridge for a terminal interaction interface and a terminal user, and supports multimedia multi-mode interaction through a bottom artificial intelligence algorithm; an interaction engine unit which is used for helping a terminal user to use and handle corresponding government affair service through the interaction interface unit based on natural language understanding and analysis through an artificial intelligence technology in the government affair service handling process; an AI capability unit which is used for preprocessing data required by the training task and the reasoning task and training the intention of a neural network model to form a training model; and a multi-dimensional government affair item knowledge base unit which is used for managing data precipitated in the training model and forming data assets. According to the intention interaction system provided by the invention, an automatic, intelligent and collaborative government affair public service platform is established based on the public service capability of intention recognition and speculation, and the government affair service efficiency and the administrative efficiency are improved.

Description

technical field [0001] The invention belongs to the technical field of knowledge base systems, and in particular relates to an intention interaction system based on a multi-dimensional government affairs knowledge base. Background technique [0002] With the trend of refined management and control of government affairs, the government services provided by the government have become more and more complex. At the same time, due to the continuous evolution and development of digital government, the government has vigorously promoted the online processing of government affairs. Although some provinces have tried to intelligentize government affairs, most of the technical solutions are limited to the aspects of Chinese word segmentation technology, fuzzy matching, search and personalized recommendation, which cannot accurately match the real intentions of users, nor can they do the right things The association of different nodes of the process. [0003] Most of the existing tech...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/10G06Q50/26G06K9/62G06F40/295
CPCG06Q10/103G06F40/295G06Q50/26G06F18/214G06F18/25G06F18/241
Inventor 刘亚威郭强贾吴帆郑铂
Owner 正数网络技术有限公司
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