CN113127556A - Operation data processing method and system - Google Patents
Operation data processing method and system Download PDFInfo
- Publication number
- CN113127556A CN113127556A CN202110501071.XA CN202110501071A CN113127556A CN 113127556 A CN113127556 A CN 113127556A CN 202110501071 A CN202110501071 A CN 202110501071A CN 113127556 A CN113127556 A CN 113127556A
- Authority
- CN
- China
- Prior art keywords
- data
- effective
- classification
- data processing
- original
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000003672 processing method Methods 0.000 title claims abstract description 16
- 238000000034 method Methods 0.000 claims abstract description 25
- 238000012423 maintenance Methods 0.000 claims description 16
- 238000004140 cleaning Methods 0.000 claims description 14
- 238000013075 data extraction Methods 0.000 claims description 4
- 238000010586 diagram Methods 0.000 description 6
- 238000013500 data storage Methods 0.000 description 3
- 238000000605 extraction Methods 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/26—Visual data mining; Browsing structured data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Quality & Reliability (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The application discloses an operation data processing method and system, wherein the method comprises the following steps: acquiring original data in real time; processing the original data to obtain effective data; storing the valid data according to a predetermined format; displaying the valid data in a classified mode; according to the method and the device, the effective data are obtained and stored by acquiring the original data and processing the original data, and the effective data can be displayed in a classified mode, so that the effective data can be conveniently checked by a user, the user can conveniently execute decision based on the data, and the working efficiency is improved.
Description
Technical Field
The present application relates to the field of data processing, and in particular, to a method and a system for processing operation data.
Background
A large amount of equipment and content are operated, a large amount of data are reported at any time, and related operation conditions need to be analyzed through the data, so that a decision is provided for operation, but the existing data has single dimension, small data amount and inaccurate data calculation statistics, so that finally presented data is complicated, a user needs to find useful data, and a large amount of time needs to be consumed.
Disclosure of Invention
The data precision is improved, and the user can call the data conveniently.
The technical purpose of the application is realized by the following technical scheme: an operation data processing method, comprising:
acquiring original data in real time;
processing the original data to obtain effective data;
storing the valid data according to a predetermined format;
and displaying the valid data in a classified mode.
According to the scheme, the original data are acquired in real time, the effective data are obtained and stored after the data processing is carried out on the original data, the effective data are displayed in a classified mode, a user can conveniently acquire the desired data, and the user can make a decision based on the acquired effective data.
Optionally, the operation data processing method includes the following steps of:
carrying out data cleaning on the original data;
and classifying the cleaned data.
According to the scheme, the data cleaning is carried out on the original data, the invalid data and the repeated data are removed, the cleaned data are classified, the multi-dimensional valid data are obtained, the matching degree of the data is guaranteed, and the data can be conveniently checked by a user.
Optionally, the method for processing the operation data, where the method for storing the valid data according to the predetermined format includes:
storing the valid data in a database in a table form according to the classified categories.
According to the scheme, the data is stored in a database storage mode and in a table form, and the data is convenient to call and download.
Optionally, the method for processing the operation data includes:
and extracting effective data periodically or extracting the effective data immediately according to the user requirements, and carrying out classified display on the extracted effective data.
According to the scheme, the effective data can be extracted regularly for classified display of the effective data, the effective data can be extracted immediately according to the requirements of the user, the extracted effective data are classified for display, and multiple extraction modes are adopted, so that the flexibility is improved.
Optionally, the operation data processing method includes the steps of:
and carrying out effective data classification according to the operation and maintenance dimensions.
According to the scheme, the effective data are classified through the two dimensions of operation and maintenance, the effective data display of the two dimensions of operation and maintenance can be achieved, a user can make a decision on the data of the two dimensions, and the efficiency is improved.
The application also discloses an operation data processing system, which comprises:
the original data acquisition module is used for acquiring original data in real time;
the original data processing module is used for carrying out data processing on the original data to obtain effective data;
the storage module is used for storing the effective data according to a preset format;
and the classification display module is used for displaying the effective data in a classification way.
According to the scheme, the original data are acquired in real time, the effective data are obtained and stored after the data processing is carried out on the original data, the effective data are displayed in a classified mode, a user can conveniently acquire the desired data, and the user can make a decision based on the acquired effective data.
Optionally, the operation data processing system, wherein the raw data processing module includes:
the data cleaning unit is used for cleaning the original data;
and the data classification unit is used for classifying the cleaned data.
According to the scheme, the data cleaning is carried out on the original data, the invalid data and the repeated data are removed, the cleaned data are classified, the multi-dimensional valid data are obtained, the matching degree of the data is guaranteed, and the data can be conveniently checked by a user.
Optionally, in the operation data processing system, the storage module stores the valid data in a database in a table form according to the classified category.
According to the scheme, the data is stored in a database storage mode and in a table form, and the data is convenient to call and download.
Optionally, the operation data processing system, wherein the classification display module includes:
the effective data extraction unit is used for periodically extracting effective data or extracting the effective data in real time according to the user requirements;
and the effective data display unit is used for carrying out classified display according to the classification of the effective data.
According to the scheme, the effective data can be extracted regularly for classified display of the effective data, the effective data can be extracted immediately according to the requirements of the user, the extracted effective data are classified for display, and multiple extraction modes are adopted, so that the flexibility is improved.
Optionally, in the operation data processing system, in the data classification unit, effective data classification is performed according to the operation and maintenance dimensions.
According to the scheme, the effective data are classified through the two dimensions of operation and maintenance, the effective data display of the two dimensions of operation and maintenance can be achieved, a user can make a decision on the data of the two dimensions, and the efficiency is improved.
In summary, the present application discloses an operation data processing method and system, wherein the method includes: acquiring original data in real time; processing the original data to obtain effective data; storing the valid data according to a predetermined format; displaying the valid data in a classified mode; according to the method and the device, the effective data are obtained and stored by acquiring the original data and processing the original data, and the effective data can be displayed in a classified mode, so that the effective data can be conveniently checked by a user, the user can conveniently execute decision based on the data, and the working efficiency is improved.
Drawings
Fig. 1 is a flowchart illustrating steps of an operation data processing method according to the present application.
Fig. 2 is a block diagram of an operation data processing system according to the present application.
FIG. 3 is a block diagram of a raw data processing module of an operational data processing system according to the present application.
Fig. 4 is a block diagram of a classification display module of an operation data processing system to which the present application pertains.
Detailed Description
The present application is described in further detail below with reference to figures 1-4.
The embodiment of the application discloses an operation data processing method, which can classify according to data uploaded by equipment, realize classified display and facilitate a user to execute corresponding decisions on the data, and specifically, referring to fig. 1, for the application, the method comprises the following steps:
s1, acquiring original data in real time;
s2, carrying out data processing on the original data to obtain effective data;
s3, storing the effective data according to a preset format;
and S4, displaying the valid data in a classified manner.
When the method is implemented specifically, in order to realize multidimensional data display, the device and the content end report data to the server end, the device comprises a plurality of different scenes, the types of the device are different, for example, in an enterprise, an exhibition hall and the like, a large amount of devices need to report data for maintenance, and the content end in the device has a large amount of data statistics examples for display content, specifically, for example, in the exhibition hall, a plurality of exhibition halls are included, the device of each exhibition hall is connected with the server end, a customer and the like stay before the exhibition hall, use the device to perform device experience, the data of the device can be uploaded to the server end, the data can be uploaded to the server end in real time according to the use time and use times of the device, and the types of the content end of the device and the like when the user watches the content of the device, the server end obtains the original data, the original data is subjected to data processing to obtain effective data, namely, the data which can be analyzed by a user is obtained, in order to ensure the integrity of the data and facilitate later statistical analysis, the effective data is stored according to a preset format, the stored data can be displayed according to classification, and the user can clearly and visually know the effective data of the equipment or the content end to execute corresponding decisions, such as maintenance of the equipment, content delivery of the content end of the equipment and the like.
In the foregoing solution, data of a device or a content end is uploaded to a server in real time, and the server acquires original data, but the data in the original data is many and complicated, and may include some unnecessary data or repeated data besides data that needs to be known and acquired by a user, for example, in the same exhibition booth, two devices are associated, one of the two devices fails, and the other device cannot operate, and at this time, for the use time of the device, only one of the time data needs to be acquired, which may reduce data capacity, and therefore, based on the above problem, in an embodiment of the present application, the operation data processing method processes the original data to obtain valid data includes:
carrying out data cleaning on the original data;
and classifying the cleaned data.
When the method is implemented specifically, after data of equipment or a content end is obtained, data cleaning is carried out on original data, unnecessary data is screened out, the required data can be stored through presetting the required data, the required data is not in a required data range, and the original data can be cleaned, so that effective data is obtained, meanwhile, in order to facilitate subsequent data classification display, the cleaned data is classified, the data display can be carried out according to different dimensions, a user can set the type of the data required to be displayed according to actual requirements, and a server end classifies the cleaned data according to the set classification, so that the subsequent data classification display is facilitated, and the user can check and use the data conveniently.
In the foregoing solution, the original data is cleaned and classified, and the finally classified valid data can be used as a subsequent classification display, and for convenience of subsequent display, the classified valid data needs to be stored, so in the embodiment of the present application, the method for processing the operation data stores the valid data according to a predetermined format includes:
storing the valid data in a database in a table form according to the classified categories.
In the embodiment of the application, after the original data are cleaned and classified, the original data contain various data under different classification catalogues, in order to distinguish different classifications, preferably, according to the classification, the effective data are stored in the database in a table form, the effective data are classified and stored in the EXCEL format, the effective data of different classifications are stored in different EXCEL tables, and during subsequent classification display, the effective data under the corresponding classification are correspondingly displayed, and the effective data can be stored according to the sequence of the acquired time, and different devices or content terminals can also perform data storage on different tables, so that the division is convenient, and the data of the subsequent classification display belong to the same device or content terminal. Thereby ensuring the accuracy of the data. And, data storage is performed in the form of EXCEL forms, and the user can download the forms from the server.
In the foregoing solution, it is mentioned that the cleaned and categorized valid data is stored to facilitate subsequent classified display, and for the classified display, in general, data in a time period is analyzed to make a corresponding decision, and in a special case, for example, leadership observation and the like, data needs to be temporarily called, so in this embodiment of the present application, the method for processing the operational data includes:
and extracting effective data periodically or extracting the effective data immediately according to the user requirements, and carrying out classified display on the extracted effective data.
In the embodiment of the application, when the method for classifying and displaying the effective data is specifically implemented, firstly, the effective data needs to be extracted from the stored effective data, the effective data under the dimension is correspondingly extracted according to the dimension needing to be displayed, the effective data is displayed after the effective data is extracted, so that the effective data can be conveniently and visually checked by a user, and in the process of extracting the effective data, the user can obviously check the classified effective data at any time, namely, obtain the classified effective data instantly, when the user needs to check the classified effective data instantly, the corresponding classified data is extracted and displayed, but in general conditions, the checking of the data is based on a certain time period, the data in the certain time period can be checked, the method has more persuasion, the use condition of equipment or content end in the certain time period can be checked, and the like, so that the analysis can be performed, corresponding strategies are executed, for example, within one week, the use condition of the equipment, the content display frequency of the content end of the equipment and the like, and the corresponding strategies can be executed according to different data within one week, for example, within one week, the use frequency of the equipment of the third exhibition is the highest for the customer, so that the equipment of the third exhibition is relatively attractive to the customer, the advertisement can be put on the equipment of the third exhibition in the subsequent time, and the advertisement is put on the equipment of the third exhibition and is more easily viewed by the customer, so that the popularization of the advertisement content is realized, for example, because the use frequency of the equipment of the third exhibition is the highest for the customer, the maintenance of the equipment of the third exhibition is more timely compared with the maintenance of the equipment of other exhibitions, and therefore, according to the scheme of the application, effective data can be periodically extracted according to the classified data, and users can conveniently check, maintain equipment and the like.
Further, in view of the above, in the embodiment of the present application, it is preferable that the operation data processing method includes:
and carrying out effective data classification according to the operation and maintenance dimensions.
In the embodiment of the present application, it is preferable to classify the effective data through two dimensions of operation and operation, and provide related reference data (for example, device power consumption, frequency of device usage, etc.) for company operations of customers through statistical data, and in the foregoing embodiment, it is mentioned that, for a higher frequency of device usage, advertisement content delivery may be added, which is based on an operation level, and for a higher frequency of device usage, loss of the device is certainly larger, so that a period of regularly maintaining the device may also be shorter, that is, device maintenance may be performed more frequently, which is based on an operation level.
Based on the above method, the present application also discloses an operation data processing system, referring to fig. 2, which is a structural block diagram of the system, and the system includes:
an original data acquisition module 100, configured to acquire original data in real time;
the original data processing module 200 is configured to perform data processing on original data to obtain valid data;
a storage module 300, configured to store the valid data according to a predetermined format;
and a classification display module 400, configured to display the valid data in a classified manner.
In the embodiment of the application, an operation data processing system is disclosed, which acquires original data in real time through an original data acquisition module 100, performs data processing on the original data through an original data processing module 200 to obtain valid data, stores the valid data through a storage module 300, and performs classified display on the valid data through a classified display module 400, so that a user can conveniently acquire desired data, and the user can conveniently make a decision based on the acquired valid data. The specific implementation of each module has been described in detail in the foregoing method, and therefore, is not described herein again.
In the embodiment of the system described in the present application, in order to implement data screening, it is necessary to skim off unnecessary data, and therefore based on the above problem, in the embodiment of the present application, the operation data processing system, referring to fig. 3, is a structural block diagram of the raw data processing module, where the raw data processing module 200 includes:
a data cleaning unit 201, configured to perform data cleaning on original data;
and a data classification unit 202, configured to classify the cleaned data.
In the embodiment of the application, the data cleaning unit 201 is used for cleaning the original data to remove invalid data and repeated data, and the data classification unit 202 is used for classifying the cleaned data to obtain multi-dimensional valid data, so that the matching degree of the data is ensured, and the data can be conveniently checked by a user. The specific implementation of the above units has already been described in the method scheme, and therefore, is not described herein in detail.
In the embodiment of the system of the present application, in order to facilitate storage and subsequent data classification display, based on the above problem, the data processing system is operated, wherein in the storage module 300, valid data is stored in a database in a form of a table according to a classification type.
In the embodiment of the application, the data is stored in a database storage mode and in a table form, so that the retrieval and the downloading are facilitated. After the original data are cleaned and classified, the original data contain various data under different classification catalogues, in order to distinguish different classifications, preferably, according to the classification, the effective data are stored in a database in a table form, the effective data are classified and stored in an EXCEL format, the effective data of different classifications are stored in different EXCEL tables, and during subsequent classification display, the effective data under the corresponding classification are correspondingly displayed, wherein the effective data can be sorted according to the sequence of the acquired time during storage, and different devices or content terminals can also store data in different tables, so that the classification is convenient, and the data displayed by subsequent classification belong to the same device or content terminal. Thereby ensuring the accuracy of the data. And, data storage is performed in the form of EXCEL forms, and the user can download the forms from the server.
In the embodiment of the system described in the present application, after the original data is cleaned and classified, valid data is obtained and stored, which is convenient for subsequent classified display, specifically, the operation data processing system, referring to fig. 4, is a structural block diagram of the classified display module, where the classified display module 400 includes:
the effective data extraction unit 401 is used for periodically extracting effective data or extracting effective data in real time according to user requirements;
the valid data display unit 402 is configured to perform classified display according to the classification of the valid data.
According to the scheme, the effective data can be extracted regularly through the effective data extraction unit 401 for classified display of the effective data, the effective data can be extracted immediately according to the requirements of users, the extracted effective data are classified and displayed according to the classification of the effective data through the effective data display unit 402, and the flexibility is improved through various extraction modes. The specific implementation of the above units has been described in detail in the method schemes, and therefore, is not described herein in detail.
In the embodiment of the system of the present application, in the operation data processing system, in the data classification unit 202, effective data classification is performed according to the operation and maintenance dimensions.
In the embodiment of the present application, it is preferable to classify the effective data through two dimensions of operation and operation, and provide related reference data (for example, device power consumption, frequency of device usage, etc.) for company operations of customers through statistical data, and in the foregoing embodiment, it is mentioned that, for a higher frequency of device usage, advertisement content delivery may be added, which is based on an operation level, and for a higher frequency of device usage, loss of the device is certainly larger, so that a period of regularly maintaining the device may also be shorter, that is, device maintenance may be performed more frequently, which is based on an operation level.
The embodiments of the present invention are preferred embodiments of the present application, and the scope of protection of the present application is not limited by the embodiments, so: all equivalent changes made according to the structure, shape and principle of the present application shall be covered by the protection scope of the present application.
Claims (10)
1. An operation data processing method, comprising:
acquiring original data in real time;
processing the original data to obtain effective data;
storing the valid data according to a predetermined format;
and displaying the valid data in a classified mode.
2. The operation data processing method according to claim 1, wherein the method for processing the original data to obtain the valid data comprises:
carrying out data cleaning on the original data;
and classifying the cleaned data.
3. The operational data processing method of claim 2, wherein the method of storing the valid data in a predetermined format comprises:
storing the valid data in a database in a table form according to the classified categories.
4. The operation data processing method according to claim 1, wherein the method for displaying the valid data by classification comprises:
and extracting effective data periodically or extracting the effective data immediately according to the user requirements, and carrying out classified display on the extracted effective data.
5. The operational data processing method according to claim 2, wherein the method of classifying the cleaned data comprises:
and carrying out effective data classification according to the operation and maintenance dimensions.
6. An operational data processing system, comprising:
the original data acquisition module is used for acquiring original data in real time;
the original data processing module is used for carrying out data processing on the original data to obtain effective data;
the storage module is used for storing the effective data according to a preset format;
and the classification display module is used for displaying the effective data in a classification way.
7. The operational data processing system of claim 6, wherein the raw data processing module comprises:
the data cleaning unit is used for cleaning the original data;
and the data classification unit is used for classifying the cleaned data.
8. The operational data processing system of claim 7, wherein the storage module stores the valid data in a database in a table form according to the classified category.
9. The operational data processing system of claim 6, wherein the classification presentation module comprises:
the effective data extraction unit is used for periodically extracting effective data or extracting the effective data in real time according to the user requirements;
and the effective data display unit is used for carrying out classified display according to the classification of the effective data.
10. The operational data processing system of claim 7, wherein the data classification unit performs effective data classification according to operation and maintenance dimensions.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110501071.XA CN113127556A (en) | 2021-05-08 | 2021-05-08 | Operation data processing method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110501071.XA CN113127556A (en) | 2021-05-08 | 2021-05-08 | Operation data processing method and system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113127556A true CN113127556A (en) | 2021-07-16 |
Family
ID=76781473
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110501071.XA Pending CN113127556A (en) | 2021-05-08 | 2021-05-08 | Operation data processing method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113127556A (en) |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103840955A (en) * | 2012-11-22 | 2014-06-04 | 中国银联股份有限公司 | Operation maintenance system of distributed IT system, and operation maintenance management method thereof |
| CN106339804A (en) * | 2016-08-25 | 2017-01-18 | 广州御银科技股份有限公司 | ATM operation data analysis system |
| CN109902279A (en) * | 2019-01-15 | 2019-06-18 | 新智云数据服务有限公司 | Data processing method, device, equipment and storage medium |
| CN110119416A (en) * | 2019-05-16 | 2019-08-13 | 重庆八戒传媒有限公司 | A kind of service data analysis system and method |
| CN110716966A (en) * | 2019-10-16 | 2020-01-21 | 京东方科技集团股份有限公司 | Data visualization processing method and system, electronic device and storage medium |
| WO2020147349A1 (en) * | 2019-01-14 | 2020-07-23 | 中国电力科学研究院有限公司 | Power distribution network operation aided decision-making analysis system and method |
-
2021
- 2021-05-08 CN CN202110501071.XA patent/CN113127556A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103840955A (en) * | 2012-11-22 | 2014-06-04 | 中国银联股份有限公司 | Operation maintenance system of distributed IT system, and operation maintenance management method thereof |
| CN106339804A (en) * | 2016-08-25 | 2017-01-18 | 广州御银科技股份有限公司 | ATM operation data analysis system |
| WO2020147349A1 (en) * | 2019-01-14 | 2020-07-23 | 中国电力科学研究院有限公司 | Power distribution network operation aided decision-making analysis system and method |
| CN109902279A (en) * | 2019-01-15 | 2019-06-18 | 新智云数据服务有限公司 | Data processing method, device, equipment and storage medium |
| CN110119416A (en) * | 2019-05-16 | 2019-08-13 | 重庆八戒传媒有限公司 | A kind of service data analysis system and method |
| CN110716966A (en) * | 2019-10-16 | 2020-01-21 | 京东方科技集团股份有限公司 | Data visualization processing method and system, electronic device and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111724211A (en) | Offline store commodity sales prediction method, device and equipment | |
| CN110060090A (en) | Method, apparatus, electronic equipment and the readable storage medium storing program for executing of Recommendations combination | |
| CN112711983B (en) | Nuclear analysis system, method, electronic device, and readable storage medium | |
| KR102328881B1 (en) | Cosmetics company collaboration system based big data | |
| CN112632213A (en) | Address information standardization method and device, electronic equipment and storage medium | |
| JP2021518012A (en) | Data processing methods, equipment and storage media | |
| JP2023507043A (en) | DATA PROCESSING METHOD, DEVICE, DEVICE, STORAGE MEDIUM AND COMPUTER PROGRAM | |
| CN111080326A (en) | Equipment after-sale data monitoring method, device and system and air conditioner after-sale monitoring system | |
| CN111241400A (en) | Information searching method and device | |
| CN110413926A (en) | A kind of questionnaire method and device | |
| CN104933601B (en) | A kind of method and apparatus exporting merchandise news | |
| CN114118700A (en) | Intelligent sales lead distribution method based on recommendation system | |
| CN113127556A (en) | Operation data processing method and system | |
| CN111369031A (en) | Bin division planning method and device | |
| CN112883081A (en) | Intelligent analysis method and system for spot check data | |
| CN111429061A (en) | Order distribution method and device | |
| CN116739836A (en) | Restaurant data analysis method and system based on knowledge graph | |
| CN104506597A (en) | Method, device and system for acquiring information of electricity customers | |
| CN109902196B (en) | Trademark category recommendation method and device, computer equipment and storage medium | |
| CN110633418A (en) | Commodity recommendation method and device | |
| CN114511372A (en) | Intelligent data processing method | |
| CN115062086A (en) | Application program function pushing method and device, computer equipment and storage medium | |
| CN106227750A (en) | Data analysis and methods of exhibiting and system | |
| CN111178376B (en) | Automatic classification device, automatic classification method, and computer-readable storage medium | |
| JP3976500B2 (en) | Reception support system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20210716 |
|
| RJ01 | Rejection of invention patent application after publication |