CN114548059A - Method and device for managing structured data, storage medium and electronic equipment - Google Patents
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Abstract
The application provides a method and a device for managing structured data, a storage medium and electronic equipment, which are used for acquiring data acquisition information transmitted by a user terminal, wherein the data acquisition information comprises at least one target information and the attribute of the target information; determining a storage position of the target information in the target form according to the metadata field information, wherein the metadata field information represents a mapping relation between at least one attribute of the target information and the storage position; and writing the target information into a storage position, wherein the storage position allows writing of at most one target information. And writing the target information into the storage position to complete the structured data construction. By limiting each storage location to only allow writing of one target information, later retrieval management is facilitated.
Description
Technical Field
The present application relates to the field of data, and in particular, to a method and an apparatus for managing structured data, a storage medium, and an electronic device.
Background
With the rapid development of big data, great convenience is brought to the life of people. Two important steps in big data are data acquisition and storage. One scenario for data acquisition is form data acquisition. However, the content and format of the data collection table are not completely unified due to different collection scenes, collection objects, collection requirements and the like.
How to finish the unified storage of data under the conditions of various types and formats of a data acquisition table becomes a difficult problem which puzzles technical personnel in the field.
Disclosure of Invention
The present application aims to provide a method, an apparatus, a storage medium and an electronic device for managing structured data, so as to partially improve the above problems.
In order to achieve the above purpose, the embodiments of the present application employ the following technical solutions:
in a first aspect, an embodiment of the present application provides a method for managing structured data, where the method includes:
acquiring data acquisition information transmitted by a user terminal, wherein the data acquisition information comprises at least one type of target information and the attribute of the target information;
determining a storage position of the target information in a target form according to metadata field information, wherein the metadata field information represents a mapping relation between at least one attribute of the target information and the storage position;
and writing the target information into the storage position, wherein the storage position allows writing of at most one target information.
In a second aspect, an embodiment of the present application provides an apparatus for managing structured data, where the apparatus includes:
the system comprises an information acquisition unit, a data acquisition unit and a data processing unit, wherein the information acquisition unit is used for acquiring data acquisition information transmitted by a user terminal, and the data acquisition information comprises at least one type of target information and the attribute of the target information;
the processing unit is used for determining the storage position of the target information in a target form according to metadata field information, wherein the metadata field information represents the mapping relation between at least one attribute of the target information and the storage position;
the processing unit is further configured to write the target information into the storage location, where the storage location allows writing of at most one target information.
In a third aspect, the present application provides a storage medium, on which a computer program is stored, and the computer program, when executed by a processor, implements the method described above.
In a fourth aspect, an embodiment of the present application provides an electronic device, including: a processor and memory for storing one or more programs; the one or more programs, when executed by the processor, implement the methods described above.
Compared with the prior art, the method, the device, the storage medium and the electronic device for managing the structured data, provided by the embodiment of the application, are used for acquiring data acquisition information transmitted by a user terminal, wherein the data acquisition information comprises at least one target information and the attribute of the target information; determining a storage position of the target information in the target form according to the metadata field information, wherein the metadata field information represents a mapping relation between at least one attribute of the target information and the storage position; and writing the target information into a storage position, wherein the storage position allows writing of at most one target information. And writing the target information into the storage position to complete the structured data construction. By limiting each storage location to only allow writing of one target information, later retrieval management is facilitated.
In order to make the aforementioned objects, features and advantages of the present application comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and it will be apparent to those skilled in the art that other related drawings can be obtained from the drawings without inventive effort.
Fig. 1 is a schematic structural diagram of an electronic device according to an embodiment of the present disclosure;
fig. 2 is a schematic flowchart of a method for managing structured data according to an embodiment of the present application;
fig. 3 is a flowchart illustrating a method for managing structured data according to an embodiment of the present application;
fig. 4 is a flowchart illustrating a method for managing structured data according to an embodiment of the present application;
fig. 5 is a flowchart illustrating a method for managing structured data according to an embodiment of the present application;
fig. 6 is a flowchart illustrating a method for managing structured data according to an embodiment of the present application;
fig. 7 is a schematic unit diagram of a device for managing structured data according to an embodiment of the present application.
In the figure: 10-a processor; 11-a memory; 12-a bus; 13-a communication interface; 301-an information acquisition unit; 302-processing unit.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined and explained in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not to be construed as indicating or implying relative importance.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
In the description of the present application, it should be noted that the terms "upper", "lower", "inner", "outer", and the like indicate orientations or positional relationships based on orientations or positional relationships shown in the drawings or orientations or positional relationships conventionally found in use of products of the application, and are used only for convenience in describing the present application and for simplification of description, but do not indicate or imply that the referred devices or elements must have a specific orientation, be constructed in a specific orientation, and be operated, and thus should not be construed as limiting the present application.
In the description of the present application, it is also to be noted that, unless otherwise explicitly specified or limited, the terms "disposed" and "connected" are to be interpreted broadly, e.g., as being either fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meaning of the above terms in the present application can be understood in a specific case by those of ordinary skill in the art.
Some embodiments of the present application will be described in detail below with reference to the accompanying drawings. The embodiments and features of the embodiments described below can be combined with each other without conflict.
The embodiment of the application provides an electronic device which can be a server device. Please refer to fig. 1, a schematic structural diagram of an electronic device. The electronic device comprises a processor 10, a memory 11, a bus 12. The processor 10 and the memory 11 are connected by a bus 12, and the processor 10 is configured to execute an executable module, such as a computer program, stored in the memory 11.
The processor 10 may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the method for managing structured data may be performed by integrated logic circuits of hardware or instructions in the form of software in the processor 10. The Processor 10 may be a general-purpose Processor, and includes a Central Processing Unit (CPU), a Network Processor (NP), and the like; the device can also be a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, a discrete Gate or transistor logic device, or a discrete hardware component.
The Memory 11 may comprise a high-speed Random Access Memory (RAM) and may further comprise a non-volatile Memory (non-volatile Memory), such as at least one disk Memory.
The bus 12 may be an ISA (Industry Standard architecture) bus, a PCI (peripheral Component interconnect) bus, an EISA (extended Industry Standard architecture) bus, or the like. Only one bi-directional arrow is shown in fig. 1, but this does not indicate only one bus 12 or one type of bus 12.
The memory 11 is used for storing programs, for example, programs corresponding to the management device of structured data. The management means of the structured data comprise at least one software functional module which can be stored in the memory 11 in the form of software or firmware (firmware) or fixed in an Operating System (OS) of the electronic device. The processor 10, upon receiving the execution instruction, executes the program to implement the management method of the structured data.
Possibly, the electronic device provided by the embodiment of the present application further includes a communication interface 13. The communication interface 13 is connected to the processor 10 via a bus. The electronic device may communicate with other terminals through the communication interface 13, for example, receive a retrieval request or a storage request transmitted by other terminals.
It should be understood that the structure shown in fig. 1 is merely a structural schematic diagram of a portion of an electronic device, which may also include more or fewer components than shown in fig. 1, or have a different configuration than shown in fig. 1. The components shown in fig. 1 may be implemented in hardware, software, or a combination thereof.
The management method for structured data provided in the embodiment of the present application may be applied to, but is not limited to, the electronic device shown in fig. 1, and please refer to fig. 2, where the management method for structured data includes: s101, S102, and S103 are specifically described as follows.
S101, acquiring data acquisition information transmitted by a user terminal.
The data acquisition information comprises at least one target information and the attribute of the target information.
It is to be understood that the target information may be age information, name information, address information, work information, hobby information, and the like. The attribute of the target information may be a target category of the target information, for example, age information is "23", and a corresponding target category is "age"; the name information is "XX", and the corresponding object category is "name". The user terminal may transmit data acquisition information of one or more acquisition objects.
And S102, determining the storage position of the target information in the target form according to the metadata field information.
And the metadata field information represents the mapping relation between at least one attribute of the target information and the storage position.
Optionally, the storage location corresponding to the attribute is determined according to the mapping relationship. It should be understood that the storage location is a space in the target form.
S103, writing the target information into the storage position.
Wherein the storage location allows writing of at most one target information. And writing the target information into the storage position to complete the structured data construction. By limiting each cell (storage location) to allow only one target information to be written, retrieval management at a later stage is facilitated.
To sum up, the embodiment of the present application provides a method for managing structured data, which obtains data acquisition information transmitted by a user terminal, where the data acquisition information includes at least one type of target information and an attribute of the target information; determining a storage position of the target information in the target form according to the metadata field information, wherein the metadata field information represents a mapping relation between at least one attribute of the target information and the storage position; and writing the target information into a storage position, wherein the storage position allows writing of at most one target information. And writing the target information into the storage position to complete the structured data construction. By limiting each cell (storage location) to allow only one target information to be written, retrieval management at a later stage is facilitated.
In a possible implementation manner, the attribute of the target information includes a target category and a format of the target information, the metadata field information includes a first mapping relationship and a second mapping relationship, the first mapping relationship is a corresponding relationship between the target category and a row identifier of the target form, and the second mapping relationship is a corresponding relationship between the format of the target information and a column identifier of the target form. On this basis, regarding S102 in fig. 2, the present application implementation also provides a possible implementation manner, please refer to fig. 3, where S102 includes S102-1, S102-2, and S102-3, which is specifically described as follows.
S102-1, determining the line identification of the target form according to the target category and the first mapping relation.
Referring to table 1 below, table 1 shows one possible target form structure. Optionally, the same target category may correspond to multiple lines in the target form, for example, if the target category is "age", then it corresponds to the "age" line in the target form. In one possible implementation, the target form may include multiple "age" lines.
TABLE 1
S102-2, determining the column identification of the target form according to the format of the target information and the second mapping relation.
It should be understood that the format of the target information may be a text, a numerical value, a timestamp, etc., and the columns of the target form are different according to different formats, so that the column identifier of the target form needs to be determined according to the second mapping relationship.
With continued reference to Table 1, the "fieldStrValue" column corresponds to the text format, the "fieldNumValue" column corresponds to the numeric format, and the "fieldTimeValue" column corresponds to the timestamp format.
And S102-3, determining a storage position according to the row identification and the column identification.
Optionally, determining the intersection lattice of the row identifier and the column identifier as a storage location, for example, the name information is "zhang san", the target type of the name information is "name", and the "name" corresponds to the "name" row; the format of "zhangsan" is a text format, and is in column "fieldStrValue", so the storage location corresponding to the name "zhangsan" is the intersection of the "name" row and the "fieldStrValue" column. The same is true. The storage location corresponding to age "20" is the intersection of the "age" row and the "fieldNumValue" column.
In one possible implementation manner, the metadata field information is configured on the management terminal by a manager, the management terminal uploads the configured metadata field information to the electronic device, and the electronic device stores the metadata field information.
On the basis of fig. 2, for the storage of a plurality of target information belonging to the same category, the embodiment of the present application further provides a possible implementation manner, please refer to fig. 3, after S103, the method for managing structured data further includes: s104 and S105, as detailed below.
And S104, determining whether the target information belongs to a multi-information target category. If yes, go to step S105, otherwise, skip.
The multi-information target category is a target category comprising a plurality of target information.
With continued reference to table 1 above, the target information is address information corresponding to "address", and the address information includes "51", "01" and "02", "51", "01" and "02" that need to be stored in different storage locations respectively. Since the position information corresponding to "51", "01", and "02" needs to be recorded in the target form, S105 needs to be executed; otherwise, skipping is directly carried out.
S105, writing a sequence number value in the sequence number column of the row where the storage position is located.
The sequence number value represents the sequence of the target information in the information corresponding to the multiple information target categories.
Alternatively, the sequence number column is, for example, the "dimension" column in table 1, and the sequence number values are, for example, "0", "1", and "2", and so on. And by the serial number value, the target information can be conveniently and accurately combined.
In one possible approach, when the target category is "hobby", the corresponding target information may include "basketball", "swimming", "traveling", and "reading", etc. The above target information needs to be stored in accordance with the steps shown in S101 to S105.
In one possible implementation, the data acquisition information further includes an identification of the target acquisition object. In this case, after the steps shown in fig. 2 are performed, regarding how to associate the target information with the target collection object, the embodiment of the present application further provides a possible implementation manner, please refer to fig. 4, and after S103, the method for managing structured data further includes: s106, the details are as follows.
And S106, writing the target characteristic symbol in the identification column of the row where the storage position is located.
The target characteristic symbols are symbols corresponding to the identification of the target acquisition object, and the lines where the target characteristic symbols are located are only used for storing target information of the target acquisition object.
Referring to table 1, the identification column may be the "basedatald" column in table 1, for example, a user with a name of "zhang san" and a corresponding target feature symbol of "1".
Alternatively, the identification of the target acquisition object may be a user ID, i.e., an ID that submits data acquisition information. It should be noted that, in order to avoid the occurrence of chaotic storage, only one target information corresponding to one target acquisition is allowed to be stored in any row affecting the subsequent retrieval result, which is convenient for the screening in the later stage.
On the basis of the steps shown in fig. 4, a possible implementation manner of how to perform retrieval based on the target form is further provided in the embodiment of the present application, please refer to fig. 5, where the method for managing structured data further includes: s201 and S202 are specifically set forth below.
S201, when a retrieval request comprising at least two retrieval conditions is received, a subset of object characteristic symbols of a line where object information simultaneously satisfying any one retrieval condition is located is obtained.
For example, the search condition is age greater than 18 years, the search category is age, and the age is required to be greater than 18 years, so that the target feature symbol with age greater than 18 years can be screened out. And (4) selecting the target characteristic symbol with the sex as male according to the search condition.
S202, acquiring a union of at least two subsets, and taking information of a target acquisition object corresponding to the target characteristic symbol in the union as a feedback result of the retrieval request.
It should be understood that the collected objects corresponding to the target feature symbols in the union set simultaneously satisfy all the retrieval conditions in the retrieval request.
Because the index can be hit efficiently in the retrieval condition, the query speed is very fast, the real-time query of 7-digit-level service data can be supported, and the effect is not much different from that of a database table optimized by the customized service development.
Optionally, the feedback result is snapshot information of the data acquisition information of the target acquisition object.
Optionally, the original protocol data, that is, snapshot information of the data acquisition information, may be acquired from the basic data storage table in the finally obtained target feature symbol, and is used to return to the client and provide the client rendering.
On the basis of fig. 2, regarding how to store the sub information when the target information has the sub information, an embodiment of the present application further provides a possible implementation manner, please refer to fig. 6, where the method for managing structured data further includes: s107, the details are as follows.
In step S107, sub information is written in the sub information column of the row in which the storage location is located.
For example, the target information is the job experience at "AAA company" and the sub-information is the role of the object at AAA company. The sub information column is, for example, the "fieldinnnername" column in table 1. By storing the sub-information, the form content information is enriched, and statistics is facilitated.
Referring to fig. 7, fig. 7 is a structural data management apparatus according to an embodiment of the present application, and optionally, the structural data management apparatus is applied to the electronic device described above.
The management device of the structured data comprises: information acquisition unit 301 and processing unit 302
An information obtaining unit 301, configured to obtain data acquisition information transmitted by a user terminal, where the data acquisition information includes at least one type of target information and an attribute of the target information;
the processing unit 302 is configured to determine a storage location of the target information in the target form according to the metadata field information, where the metadata field information represents a mapping relationship between at least one attribute of the target information and the storage location;
the processing unit 302 is further configured to write the target information to a storage location, wherein the storage location allows writing of at most one target information.
Alternatively, the information acquisition unit 301 may also execute S101 described above, and the processing unit 302 may also execute S102 to S107, and S201 to S202 described above.
It should be noted that the management apparatus for structured data provided in this embodiment may execute the method flows shown in the above method flow embodiments to achieve the corresponding technical effects. For the sake of brevity, the corresponding contents in the above embodiments may be referred to where not mentioned in this embodiment.
The embodiment of the application also provides a storage medium, wherein the storage medium stores computer instructions and programs, and the computer instructions and the programs execute the management method of the structured data of the embodiment when being read and run. The storage medium may include memory, flash memory, registers, or a combination thereof, etc.
The following provides an electronic device, which may be a server device, and as shown in fig. 1, the electronic device may implement the above-mentioned method for managing structured data; specifically, the electronic device includes: processor 10, memory 11, bus 12. The processor 10 may be a CPU. The memory 11 is used for storing one or more programs, and when the one or more programs are executed by the processor 10, the management method of the structured data of the above-described embodiments is performed.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. The apparatus embodiments described above are merely illustrative, and for example, the flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, functional modules in the embodiments of the present application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
It will be evident to those skilled in the art that the application is not limited to the details of the foregoing illustrative embodiments, and that the present application may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the application being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Claims (10)
1. A method for managing structured data, the method comprising:
acquiring data acquisition information transmitted by a user terminal, wherein the data acquisition information comprises at least one type of target information and the attribute of the target information;
determining a storage position of the target information in a target form according to metadata field information, wherein the metadata field information represents a mapping relation between at least one attribute of the target information and the storage position;
and writing the target information into the storage position, wherein the storage position allows writing of at most one target information.
2. The method for managing structured data according to claim 1, wherein the attribute of the target information includes a target category and a format of the target information, the metadata field information includes a first mapping relationship and a second mapping relationship, the first mapping relationship is a correspondence between the target category and a row identifier of a target form, the second mapping relationship is a correspondence between the format of the target information and a column identifier of the target form, and the determining the storage location of the target information in the target form according to the metadata field information includes:
determining the line identifier of the target form according to the target category and the first mapping relation;
determining column identification of the target form according to the format of the target information and the second mapping relation;
and determining the storage position according to the row identification and the column identification.
3. A method for managing structured data according to claim 2, wherein after writing said target information to said storage location, said method further comprises:
determining whether the target information belongs to a multi-information target category, wherein the multi-information target category is a target category comprising a plurality of target information;
and if so, writing sequence number values in the sequence number columns of the rows where the storage positions are located, wherein the sequence number values represent the sequence of the target information in the information corresponding to the multi-information target category.
4. A method of managing structured data as recited in claim 1 wherein said data collection information further includes an identification of a target collection object, said method further comprising, after writing said target information to said storage location:
writing a target characteristic symbol in an identification column of a row where the storage position is located, wherein the target characteristic symbol is a symbol corresponding to an identification of the target acquisition object, and the row where the target characteristic symbol is located is only used for storing target information of the target acquisition object.
5. A method for managing structured data according to claim 4, said method further comprising:
when a retrieval request comprising at least two retrieval conditions is received, acquiring a subset of target characteristic symbols of a row where target information simultaneously meeting any one retrieval condition is located, wherein the retrieval condition is a condition which needs to be met by a retrieval category;
and acquiring a union of at least two subsets, and taking the information of the target acquisition object corresponding to the target characteristic symbol in the union as a feedback result of the retrieval request.
6. A method for managing structured data according to claim 5, wherein the feedback result is snapshot information of data collection information of the target collection object.
7. A method for managing structured data according to claim 1, wherein when sub information exists in the target information, after writing the target information to the storage location, the method further comprises:
and writing the sub information in the sub information column of the row of the storage position.
8. An apparatus for managing structured data, the apparatus comprising:
the system comprises an information acquisition unit, a data acquisition unit and a data processing unit, wherein the information acquisition unit is used for acquiring data acquisition information transmitted by a user terminal, and the data acquisition information comprises at least one type of target information and the attribute of the target information;
the processing unit is used for determining the storage position of the target information in a target form according to metadata field information, wherein the metadata field information represents the mapping relation between at least one attribute of the target information and the storage position;
the processing unit is further configured to write the target information into the storage location, where the storage location allows writing of at most one target information.
9. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-7.
10. An electronic device, comprising: a processor and memory for storing one or more programs; the one or more programs, when executed by the processor, implement the method of any of claims 1-7.
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| CN115933578A (en) * | 2023-03-10 | 2023-04-07 | 宁德时代新能源科技股份有限公司 | Device management method, device, system, electronic device and readable storage medium |
| CN117112543A (en) * | 2023-08-14 | 2023-11-24 | 济南大学 | Big data information management system and method |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115933578A (en) * | 2023-03-10 | 2023-04-07 | 宁德时代新能源科技股份有限公司 | Device management method, device, system, electronic device and readable storage medium |
| CN115933578B (en) * | 2023-03-10 | 2023-11-03 | 宁德时代新能源科技股份有限公司 | Device management method, device, system, electronic device and readable storage medium |
| CN117112543A (en) * | 2023-08-14 | 2023-11-24 | 济南大学 | Big data information management system and method |
| CN117112543B (en) * | 2023-08-14 | 2024-02-27 | 济南大学 | Big data information management system and method |
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