WO2024092975A1

WO2024092975A1 - Internal data retrieval system for oral diagnosis and treatment information

Info

Publication number: WO2024092975A1
Application number: PCT/CN2022/139811
Authority: WO
Inventors: 朱丽雅
Original assignee: 上海维小美网络科技有限公司
Priority date: 2022-11-03
Filing date: 2022-12-17
Publication date: 2024-05-10

Abstract

An internal data retrieval system for oral diagnosis and treatment information, belonging to the field of medical management systems. The system specifically comprises a business data management module, an operation data management module and an internal retrieval module, wherein the internal retrieval module analyzes log data acquired in the operation data management module to generate standardized log data, and related business personnel can perform business information query on the standardized log data by means of the internal retrieval module, and generate a business report from the query result data and transmit same to the business data management module for business promotion and use. The internal data retrieval system allows autonomous query and calling of related operation data in internal systems according to actual needs of operation departments, and, during the process of query, query modes can be improved by means of self-defining retrieval formulas, so as to improve data query efficiency, thereby quickly providing required data information for the operation departments, and facilitating follow-up use.

Description

An internal data retrieval system for oral diagnosis and treatment information

Technical Field

The present invention relates to the field of medical management systems, and in particular to an internal data retrieval system for oral diagnosis and treatment information.

Background technique

In the current oral medical management process, the operational management data involved is usually managed in a decentralized manner by various departments. When the business department carries out its work, it is necessary to communicate with each operational management department separately to call the required data. At the same time, the called data needs to be manually sorted and screened before it can be used, which is very inconvenient. On this basis, in the existing internal query system, the index keywords entered by the business personnel cannot accurately retrieve the actual required data of the business personnel. The index keywords need to be further optimized and adjusted. The actual adjustment methods are also different for different application fields. How to further optimize the retrieval performance of the oral medical management system by optimizing the retrieval method of the query system is an important issue that needs to be solved in the oral medical management process.

The Chinese patent with publication number TWI310165B provides a method for dynamic pattern indexing. In this patent, a dynamic index matrix is established to dynamically adjust the display color of the liquid crystal display, thereby improving the display state of the liquid crystal display. The Chinese patent with publication number CN103226559B provides a spatial information indexing system for combined SOI objects and content. In this patent, a map tile labeling method is established to perform a combined indexing method based on content space.

However, the indexing method described in the above patent is not combined with the subsequent generation method of structured data reports, and only its retrieval function is optimized. In the actual oral medical management process, in addition to data retrieval, data screening and analysis are also required to further improve the work efficiency of business personnel. Therefore, in view of the problems existing in the existing oral medical management internal indexing system, the present invention provides an internal data retrieval system for oral diagnosis and treatment information.

Summary of the invention

In response to the above-mentioned problems, an internal data retrieval system for oral diagnosis and treatment information is provided, wherein the internal data retrieval system specifically includes an operation data management module, a business data management module, and an internal retrieval module; wherein the operation data management module generates operation log data; the internal retrieval module calls and parses the operation log data to generate standardized log data.

Preferably, in the internal search module, an index database and corresponding index parameters are established to perform index keyword positioning and index keyword expansion.

Preferably, in the internal search module, relevant business personnel perform business information query on the standardized log data in the internal search module, and the internal search module automatically generates a business report from the query result data and transmits it to the business data management module for business promotion and use.

Preferably, the index parameters include index string length range, index data attributes, and index data type.

Preferably, the index keyword positioning adopts a reverse indexing method to locate the index keyword in the standardized log data, and locate the data form path corresponding to the standardized log data according to the index keyword.

Preferably, in the internal search module, a custom query condition is established; the custom query condition is established based on a combined index keyword optimization method, and the index keywords are divided into two types: discrete keywords and continuous keywords.

Specifically, the custom query conditions are to collect and organize the standardized log data, and then establish characteristic values based on keywords in the standardized log data for classification and organization. When relevant business personnel need to perform a specified operation data query, they can enter the corresponding keywords and establish multiple search methods based on the sorting combination for the keywords, so as to quickly obtain and query the operation data.

Preferably, the discrete keywords and continuous keywords are divided according to the strength of the attribute association between the multiple keywords.

Preferably, in the attribute association, the attribute with weaker association is a discrete keyword, and a plurality of discrete keywords are searched in parallel, and the attribute with stronger association is a continuous keyword, and a plurality of continuous keywords are searched in combination.

Preferably, in the combined index keywords, an index keyword similarity deduplication calculation is established, and when performing a combined index keyword search, the data form number lists corresponding to the multiple index keywords are integrated.

Specifically, the index keyword similarity deduplication calculation is used to screen and remove repetitive data form data obtained by retrieval, thereby improving the clarity of the screened data.

Preferably, the index keyword similarity deduplication sets a threshold range of attribute associations between multiple keywords based on the strength of the attribute associations. When the attribute association strengths between multiple keywords are within the specified range, they are determined to be similar keywords for keyword removal and keyword integration.

Compared with the prior art, the present invention has the following beneficial effects:

(1) In the internal data retrieval system for oral diagnosis and treatment information described in the present invention, by establishing an internal data retrieval system, the relevant operational data in the oral diagnosis and treatment internal system can be independently queried and called according to the actual needs of relevant business personnel in the process of business expansion.

(2) Based on (1), a query process of customized query conditions is established in the internal data retrieval system for oral diagnosis and treatment information described in the present invention. The customized query conditions are used to improve the query method through the arrangement and combination of customized search keywords, thereby improving the efficiency of data query in the internal data retrieval system, quickly providing the required information to relevant business personnel, and facilitating subsequent business expansion.

(3) Based on (2), the present invention can automatically organize the document contents corresponding to the keywords queried by relevant business personnel in the internal data retrieval system into a report in a standardized format. The relevant business personnel do not need to conduct secondary data statistics and aggregation on the obtained data. This can help the relevant business personnel quickly obtain the key content of the information to be queried, and use the relevant business information obtained from the query immediately, thereby improving the availability of data.

(4) Based on (3), the business report described in the present invention is combined with the optimization process of the index keywords to establish a classification process of information importance in the business report, thereby improving the work efficiency of business personnel and timely grasping the key content of the queried business data.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG1 is a retrieval flow chart of an internal data retrieval system for oral diagnosis and treatment information;

FIG. 2 is a schematic diagram of the process of the internal search module calling and parsing operation log data.

Detailed ways

Embodiment 1:

An internal data retrieval system for oral diagnosis and treatment information described in this embodiment is shown in Figure 1. The internal data retrieval system specifically includes an operation data management module, a business data management module, and an internal retrieval module; wherein the operation data management module generates operation log data; the internal retrieval module calls and parses the operation log data to generate standardized log data; relevant business personnel perform business information queries on the standardized log data in the internal retrieval module, and the internal retrieval module automatically generates a business report from the query result data and transmits it to the business data management module for business promotion and use.

In one embodiment, as shown in FIG2 , the process of the internal search module calling and parsing the operation log data is as follows:

S1. Establish a data preprocessing module, and extract the original business data from the MySQL and Oracle system databases in the operation data management module through the data preprocessing module;

S2. Perform statistical calculations on the original business data to generate specified function data; convert the specified function data and the original business data into standardized log data; import the standardized log data into the ELK library of the internal retrieval module;

S3. In the ELK library, business personnel retrieve information about required data by customizing query conditions.

In one implementation, the index keyword positioning adopts a reverse indexing method to locate the index keyword in the standardized log data.

A1. First, assign numbers to the data sheets composed of standardized data and generate a number list, and correspond the number list to the actual path of each data sheet;

A2. Extract keywords from each data form and perform word segmentation, count the frequency of each keyword after word segmentation in each data form, and sort the frequency of each keyword from high to low;

A3. First, locate each keyword based on the list of related terms, locate the path information corresponding to each data form based on the located keywords, and then locate the standardized document formed by the corresponding standardized log data based on the path information corresponding to each data form.

In one embodiment, the standardized log data is used to sort the business management information in each management module according to the keywords sorted from high to low in the reverse index, thereby dividing the generated business reports into categories of importance.

Claims

An internal data retrieval system for oral diagnosis and treatment information, characterized in that the internal data retrieval system specifically includes an operation data management module, a business data management module, and an internal retrieval module; wherein the operation data management module generates operation log data; the internal retrieval module calls and parses the operation log data to generate standardized log data.
According to claim 1, an internal data retrieval system for oral diagnosis and treatment information is characterized in that, in the internal retrieval module, an index database and corresponding index parameters are established to perform index keyword positioning and index keyword expansion.
According to claim 1, an internal data retrieval system for oral diagnosis and treatment information is characterized in that in the internal retrieval module, relevant business personnel perform business information queries on standardized log data in the internal retrieval module, and the internal retrieval module automatically generates business reports from the query result data and transmits them to the business data management module for business promotion and use.
According to claim 2, an internal data retrieval system for oral diagnosis and treatment information is characterized in that the index parameters include the index string length range, index data attributes, and index data type.
According to claim 2, an internal data retrieval system for oral diagnosis and treatment information is characterized in that the index keyword positioning adopts a reverse indexing method to locate the index keyword in the standardized log data, and locates the data form path corresponding to the standardized log data according to the index keyword.
According to claim 3, an internal data retrieval system for oral diagnosis and treatment information is characterized in that a custom query condition is established in the internal retrieval module; the custom query condition is established based on a combined index keyword optimization method, and the index keywords are divided into discrete keywords and continuous keywords.
According to claim 6, an internal data retrieval system for oral diagnosis and treatment information is characterized in that the discrete keywords and continuous keywords are divided according to the strength of the attribute association between the multiple keywords.
According to claim 7, an internal data retrieval system for oral diagnosis and treatment information is characterized in that, in the attribute association, those with weaker attribute associations are discrete keywords, and a plurality of discrete keywords are searched in parallel, and those with stronger attribute associations are continuous keywords, and a plurality of continuous keywords are searched in combination.
According to claim 6, an internal data retrieval system for oral diagnosis and treatment information is characterized in that, in the combined index keywords, an index keyword similarity deduplication calculation is established, and when performing a combined index keyword search, the data form number lists corresponding to multiple index keywords are integrated.
According to claim 9, an internal data retrieval system for oral diagnosis and treatment information is characterized in that the index keyword similarity deduplication sets an attribute association threshold range between multiple keywords based on the strength of the attribute association. When the attribute association strength between multiple keywords is within the specified range, they are determined to be similar keywords for keyword removal and keyword integration.