CN107632971B - Method and device for generating multidimensional report - Google Patents
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- CN107632971B CN107632971B CN201610569860.6A CN201610569860A CN107632971B CN 107632971 B CN107632971 B CN 107632971B CN 201610569860 A CN201610569860 A CN 201610569860A CN 107632971 B CN107632971 B CN 107632971B
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Abstract
The application discloses a method and a device for generating a multi-dimensional report. One embodiment of the method comprises: receiving a report viewing request of a user sent by a client, wherein the report viewing request comprises user identity information; acquiring the characteristic information of the user through the user identity information; determining the dimension recommended to the user according to the user characteristic information and a historical report dimension selection record of the user, wherein the report dimension selection record records the dimension used when the user who uses the report views the index information; acquiring index information corresponding to the recommended dimensionality; and sending the recommended dimension and the corresponding index information to the client. The embodiment generates a report rich in pertinence.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a method and an apparatus for generating a multidimensional report.
Background
The dimension of the existing report is fixed, so that the existing report needs to be split in a fixed mode, and the report cannot be split according to the dimension which is expected to be concerned by the same index according to different jobs or attention points of users.
When the focus of the same type of users is changed, the original report mode cannot respond to the interest change of the users, and a report needs to be made again.
The existing report display form has high requirements on data indexes, all indexes can be made into a report for display only by the same group of dimensions, and the indexes with different dimensions cannot be displayed in the same report.
Disclosure of Invention
The present application aims to provide a method and an apparatus for generating a multidimensional report to solve the technical problems mentioned in the above background.
In a first aspect, the present application provides a method for generating a multidimensional report, the method comprising: receiving a report viewing request of a user sent by a client, wherein the report viewing request comprises user identity information; acquiring the characteristic information of the user through the user identity information; determining the dimension recommended to the user according to the user characteristic information and a historical report dimension selection record of the user, wherein the report dimension selection record records the dimension used when the user who uses the report views the index information; acquiring index information corresponding to the recommended dimensionality; and sending the recommended dimension and the corresponding index information to the client.
In some embodiments, the dimensions and the corresponding index information are stored in a linked list, nodes in the linked list store the dimension information and the index information that needs to be expanded, and sending the recommended dimensions and the corresponding index information to the client includes: and sending the linked list to the client.
In some embodiments, the characteristic information of the user comprises at least one of: the position of the user and the department where the user is located.
In some embodiments, the determining the dimensions recommended to the user according to the user characteristic information and the user's historical report dimension selection record includes: inputting the characteristic information of the user into a dimension recommendation model to obtain the dimension recommended to the user, wherein the dimension recommendation model is trained by using the dimension selection record of the user using the report.
In a second aspect, the present application provides a method for generating a multidimensional report, the method comprising: sending a report viewing request of a user to a server, wherein the report viewing request comprises user identity information; receiving a dimension returned by the server based on the report viewing request and corresponding index information, wherein the dimension is determined according to the user characteristic information and a historical report dimension selection record of a user, and the report dimension selection record records the dimension used when the index information is viewed by the user who uses the report; and generating a report based on the dimension information and the corresponding index information.
In some embodiments, in the generated report, the indexes are developed in a tree form, and each layer of index child node is a result of the upper layer of index parent node developed according to the dimension.
In some embodiments, multiple selectable dimensions are taken for each index to expand in the generated report.
In some embodiments, in the generated report, different levels of index nodes are independently expanded according to different dimensions.
In some embodiments, the dimensions and the corresponding index information are returned in a linked list, and nodes in the linked list store the dimension information and the index information to be expanded.
In a third aspect, the present application provides an apparatus for generating a multi-dimensional report, the apparatus comprising: the report checking system comprises a request receiving unit, a report checking unit and a report checking unit, wherein the request receiving unit is configured to receive a report checking request of a user sent by a client, and the report checking request comprises user identity information; the characteristic information acquisition unit is configured to acquire the characteristic information of the user through the user identity information; the dimension determining unit is configured to determine the dimension recommended to the user according to the user characteristic information and a historical report dimension selection record of the user, wherein the dimension selection record of the report records the dimension used when the user who uses the report views the index information; an index information acquisition unit configured to acquire index information corresponding to the determined dimension; and the sending unit is configured to send the determined dimension and the corresponding index information to the client.
In some embodiments, the apparatus further comprises: and the storage unit is configured to store the recommended dimension and the corresponding index information in a linked list form, wherein the nodes in the linked list store the dimension information and the index information to be expanded. The sending unit is configured to send a linked list to the client.
In some embodiments, the characteristic information of the user comprises at least one of: the position of the user and the department where the user is located.
In some embodiments, the dimension determination unit is further configured to: inputting the characteristic information of the user into a dimension recommendation model to obtain dimensions recommended to the user, wherein the device further comprises: and the training unit is configured to train the dimension recommendation model by using the dimension selection records of the users using the report.
In a fourth aspect, the present application provides an apparatus for generating a multi-dimensional report, the apparatus comprising: the report checking system comprises a request sending unit, a report checking unit and a report checking unit, wherein the request sending unit is configured to send a report checking request of a user to a server, and the report checking request comprises user identity information; the receiving unit is configured to receive a dimension returned by the server based on the report viewing request and corresponding index information, wherein the dimension is determined according to the user characteristic information and a historical report dimension selection record of a user, and the report dimension selection record records the dimension used when the index information is viewed by the user who uses the report; and the generating unit is configured to generate a report based on the dimension information and the index information.
In some embodiments, in the generated report, the indexes are developed in a tree form, and each layer of index child node is a result of the upper layer of index parent node developed according to the dimension.
In some embodiments, multiple selectable dimensions are taken for each index to expand in the generated report.
In some embodiments, in the generated report, different levels of index nodes are independently expanded according to different dimensions.
In some embodiments, the dimension and the corresponding index information are returned in a linked list, nodes in the linked list store the dimension information and the index information that needs to be expanded, and the generating unit is configured to: and traversing the linked list, and generating the report according to the dimension information and the corresponding index information in the linked list.
According to the method and the device for generating the multi-dimensional report, the report expansion dimension is recommended through the characteristic information of the user, the index is dynamically expanded according to the recommended dimension to generate the report, and therefore the targeted report is generated according to the viewing habits of different users.
Drawings
Other features, objects and advantages of the present application will become more apparent upon reading of the following detailed description of non-limiting embodiments thereof, made with reference to the accompanying drawings in which:
FIG. 1 is an exemplary system architecture diagram in which the present application may be applied;
FIG. 2 is a flow diagram of one embodiment of a method for generating a multidimensional report according to the present application;
FIG. 3 is a flow diagram of yet another embodiment of a method for generating a multidimensional report according to the present application;
4a, 4b and 4c are schematic diagrams of application scenarios of the method for generating a multi-dimensional report according to the present application;
FIG. 5 is a schematic diagram illustrating the structure of one embodiment of an apparatus for generating a multidimensional report according to the present application;
FIG. 6 is a schematic structural diagram of yet another embodiment of an apparatus for generating a multi-dimensional report according to the present application;
fig. 7 is a schematic structural diagram of a computer system suitable for implementing the terminal device or the server according to the embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the relevant invention and not restrictive of the invention. It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
FIG. 1 illustrates an exemplary system architecture 100 to which embodiments of the method for generating a multidimensional report or the apparatus for generating a multidimensional report of the present application may be applied.
As shown in fig. 1, the system architecture 100 may include terminal devices 101, 102, 103, a network 104, and a server 105. The network 104 serves as a medium for providing communication links between the terminal devices 101, 102, 103 and the server 105. Network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, to name a few.
The user may use the terminal devices 101, 102, 103 to interact with the server 105 via the network 104 to receive or send messages or the like. Various report type client applications, such as financial reports, statistical reports, etc., can be installed on the terminal devices 101, 102, 103.
The terminal devices 101, 102, 103 may be various electronic devices having a display screen and supporting report browsing, including but not limited to smart phones, tablet computers, e-book readers, laptop portable computers, desktop computers, and the like.
The server 105 may be a server providing various services, such as a background reporting server providing support for reports displayed on the terminal devices 101, 102, 103. The background report server can analyze and process the received data such as the report viewing request of the user, and feed back the processing result (such as the recommended dimension and the corresponding index) to the terminal equipment.
It should be noted that, the method for generating a multidimensional report provided in the embodiment of the present application is generally executed by the server 105 and the terminal devices 101, 102, and 103 in cooperation, the server 105 is responsible for generating a linked list including recommended dimensions, and the terminal devices 101, 102, and 103 are responsible for generating a report according to the linked list. Accordingly, means for generating multidimensional reports are typically provided in the server 105 and the terminal devices 101, 102, 103.
It should be understood that the number of terminal devices, networks, and servers in fig. 1 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
With continued reference to FIG. 2, a flow 200 of one embodiment of a method for generating a multidimensional report in accordance with the present application is shown. The method for generating the multi-dimensional report comprises the following steps:
In this embodiment, an electronic device (for example, a server shown in fig. 1) on which the method for generating a multi-dimensional report is running may receive a report viewing request of a user from a terminal with which the user browses the report through a wired connection manner or a wireless connection manner. The report viewing request of the user comprises user identity information. The user identity information may be a user identity identifier which is registered in advance, or may be an employee number inside an enterprise.
In this embodiment, the characteristic information of the user may be obtained from the electronic device on which the method for generating the multidimensional report is executed, or may be obtained from a third-party server. The user's characteristic information may be found using the user identification or employee number as an index. The characteristic information of the user is used for recording some characteristics of the user, such as a position, a role and the like. The characteristic information of different users can be set according to the purpose of the report. In the case of a report used by an enterprise, the characteristic information of the user is information related to the work done by the user.
In some optional implementations of this embodiment, the characteristic information of the user may include at least one of: the position of the user and the department where the user is located. For example, the department where the user is located may be a finance department, a sales department, an operation department, etc., and the user position may be a cashier, an accounting, a sales manager, etc. Different users have different login rights, and report content is selectively displayed according to the user rights.
And step 203, determining the dimension recommended to the user according to the user characteristic information and the dimension selection record of the historical report form of the user.
In this embodiment, the dimensions recommended to the user are matched from the historical report dimension selection records of the user according to the user characteristic information, wherein the report dimension selection records record the dimensions used when the user who used the report views the index information. A dimension is a text string used to describe an item. They may be considered a name such as the web address or title of a web page, a recommended source, media, keywords, the name of an advertising series, browser type, order number, product name, etc. The first column of data displayed in the report is actually the dimension as referred to herein. An index refers to a number associated with a dimension. Such as number of guests, page dwell time, website dwell time, number of pages viewed per visit, hop rate, revenue, target value, etc. The electronic equipment records the operation of a user using the report on the report, such as index information query, dimension selection and the like. And associates these operations with the user's characteristic information. For example, the feature information of the user is the webmaster, and the feature information of the user is associated with the dimension selected when the user operates the report and the index of the dimension, such as the page staying time, the website staying time, the number of pages visited each time, and the like. The dimension selection record of the report can be provided by a server for realizing the method for generating the multidimensional report and can also be provided by a third-party server. When a large number of users use the report, they leave relevant information in the system. When the user views the report, the server records some characteristics of the user, such as (position/role), and records the footprint of its operation, such as what dimension was selected for expansion at each layer. And finding the dimension selected by the user and having the same user characteristic information from the report dimension selection record through the user characteristic information, and recommending the dimension to the user, wherein the dimension can expand some indexes, and each dimension has one or more corresponding indexes. The users having the same user characteristic information may be the users themselves or other users.
In some optional implementation manners of this embodiment, determining the dimension recommended to the user according to the user characteristic information and the historical report dimension selection record of the user includes: inputting the characteristic information of the user into a dimension recommendation model to obtain the dimension recommended to the user, wherein the dimension recommendation model is trained by using the dimension selection record of the user using the report. When a new user needs to use the report form, the related characteristic information of the user such as the position, the department and the like is obtained through logging in the authority system, the information is analyzed through a dimension recommendation model of the user on each dimension data to obtain the dimension disassembly interest of the user, and then the dimension which is most suitable for the characteristics of the user is recommended. The model may be updated periodically or aperiodically. For example, after logging in through the report client, the sales department manager selects to view 2016 month 3 sales records and selects the dimensions that need to be expanded. The electronic equipment counts the operation records of the users of the position, and calculates the preferred dimensionality of the users of the position through a series of algorithms. For example, in the history of the electronic device, if the sales department manager selects that the number of times the report is expanded by the origin dimension is the largest, the sales department manager may recommend the newly registered sales department manager to expand the report by the origin dimension.
In some optional implementation manners of this embodiment, the dimensions and the corresponding index information are stored in a linked list, nodes in the linked list store the dimension information and the index information that needs to be expanded, and sending the recommended dimensions and the corresponding index information to the client includes: and sending the linked list to the client. An interface format is predefined between the server and the client, and the server stores the dimension and the corresponding index information according to the predefined interface format.
And step 204, acquiring index information corresponding to the recommended dimension.
In this embodiment, based on the recommended dimension obtained in step 203, index information corresponding to the recommended dimension is obtained. A dimension may have multiple indices associated with it.
In this embodiment, the recommended dimension obtained in step 203 and the index information corresponding to the recommended dimension obtained in step 204 are sent to the client, and the client generates a report.
According to the method provided by the embodiment of the application, the dimension of report expansion is recommended through the user characteristic information, the dimension information is stored in the linked list and is sent to the client, the client only needs to traverse the linked list according to the preset interface definition to display, and the client is not required to care about the nodes of the linked list, so that the client can adapt to expansion in different modes.
With continued reference to FIG. 3, a flow 300 of yet another embodiment of a method for generating a multidimensional report in accordance with the present application is illustrated. The method for generating the multi-dimensional report comprises the following steps:
In this embodiment, an electronic device (for example, the terminal device shown in fig. 1) on which the method for generating a multidimensional report is running may send a report viewing request of a user to a server through a client, which is connected in a wired or wireless manner and uses the client to browse a report. The report viewing request of the user comprises user identity information. The user identity information can be a pre-registered user identity or an employee number inside an enterprise, and the server can search the characteristic information of the user by using the user identity or the employee number as an index.
In this embodiment, after a report viewing request of a user is sent to a server, the dimension and the corresponding index information sent by the server are received. The dimension is determined according to the user characteristic information and a historical report dimension selection record of the user, and the report dimension selection record records the dimension used when the user who uses the report views the index information.
And step 303, generating a report based on the dimension information and the corresponding index information.
In this embodiment, a report is generated based on the dimension information and the corresponding index information returned from the server in step 302.
In some optional implementation manners of this embodiment, the dimension and the corresponding index information are returned in a linked list manner, and nodes in the linked list store the dimension information and the index information that needs to be expanded. The linked list is traversed to generate a report for the client to display according to the interface definition, and the linked list does not need to be concerned about several nodes, so that the client can adapt to expansion in different modes.
In some optional implementation manners of this embodiment, in the generated report, the indexes are expanded in a tree form, and each layer of index child node is a result of the upper layer of index parent node expanded in a dimension. As shown in fig. 4a, each of the money-in nodes 403 is expanded for the current money-in node 401 according to a money-in composition decomposition dimension 402.
In some optional implementations of this embodiment, in the generated report, a plurality of optional dimensions are taken for each index to expand. As shown in fig. 4b, the current due node may be broken down 404 by customer or by due component.
In some optional implementation manners of this embodiment, in the generated report, index nodes of different levels are independently expanded according to different dimensions. The limitation that all index nodes in the original report form must have the same group of dimensions is avoided, so that the displayed effect is more flexible and closer to the requirements of users. As shown in fig. 4c, the current due node can be broken down 405 according to the due composition, and the amount of the due can be broken down according to the department 406, which do not need to have the same set of dimensions.
According to the method provided by the embodiment of the application, the dimension of report expansion is recommended through the characteristic information of the user, different levels can be expanded according to different dimensions, and the dimensions of index expansion of different levels can be unrelated to each other. The limitation that the original report forms are all in the same graph and the expansion indexes are required to have the same dimension is avoided, and the method is more flexible.
With further reference to fig. 5, as an implementation of the method shown in the above-mentioned figures, the present application provides an embodiment of an apparatus for generating a multidimensional report, where the embodiment of the apparatus corresponds to the embodiment of the method shown in fig. 2, and the apparatus may be specifically applied to various electronic devices.
As shown in fig. 5, the apparatus 500 for generating a multi-dimensional report according to this embodiment includes: a request receiving unit 501, a feature information acquiring unit 502, a dimension determining unit 503, an index information acquiring unit 504, and a transmitting unit 505. The request receiving unit 501 is configured to receive a report viewing request of a user sent by a client, where the report viewing request includes user identity information; the feature information obtaining unit 502 is configured to obtain feature information of the user through the user identity information; the dimension determining unit 503 is configured to determine a dimension recommended to the user according to the user characteristic information and a historical report dimension selection record of the user, where the dimension selection record of the report records a dimension used when the user who used the report views the index information; the index information acquisition unit 504 is configured to acquire index information corresponding to the determined dimension; the sending unit 505 is configured to send the determined dimension and the corresponding metric information to the client.
In some optional implementations of this embodiment, the apparatus 500 further includes: and the storage unit is configured to store the recommended dimension and the corresponding index information in a linked list form, wherein the nodes in the linked list store the dimension information and the index information to be expanded. The sending unit 505 is configured to send the linked list to the client.
In some optional implementations of this embodiment, the characteristic information of the user includes at least one of: the position of the user and the department where the user is located.
In some optional implementations of this embodiment, the dimension determining unit 503 is further configured to: inputting the characteristic information of the user into a dimension recommendation model to obtain dimensions recommended to the user, wherein the device further comprises: a training unit (not shown) configured to train the dimension recommendation model using the dimension selection records of the user who used the report.
With further reference to fig. 6, as an implementation of the method shown in the above-mentioned figures, the present application provides another embodiment of an apparatus for generating a multidimensional report, where the embodiment of the apparatus corresponds to the embodiment of the method shown in fig. 3, and the apparatus may be applied to various electronic devices in particular.
As shown in fig. 6, the apparatus 600 for generating a multi-dimensional report according to this embodiment includes: a request transmitting unit 601, a receiving unit 602, and a generating unit 603. The request sending unit 601 is configured to send a report viewing request of a user to a server, where the report viewing request includes user identity information; the receiving unit 602 is configured to receive a dimension returned by the server based on the report viewing request and corresponding index information, where the dimension is determined according to the user characteristic information and a historical report dimension selection record of a user, and the report dimension selection record records a dimension used when the index information is viewed by the user who has used the report; the generating unit 603 is configured to generate a report based on the dimension information and the index information.
In some optional implementation manners of this embodiment, in the generated report, the indexes are expanded in a tree form, and each layer of index child node is a result of the upper layer of index parent node expanded in a dimension.
In some optional implementations of this embodiment, in the generated report, a plurality of optional dimensions are taken for each index to expand.
In some optional implementation manners of this embodiment, in the generated report, index nodes of different levels are independently expanded according to different dimensions.
In some optional implementation manners of this embodiment, the dimension and the corresponding index information are returned in a linked list, nodes in the linked list store the dimension information and the index information that needs to be expanded, and the generating unit 603 is configured to: and traversing the linked list, and generating the report according to the dimension information and the corresponding index information in the linked list.
Referring now to FIG. 7, shown is a block diagram of a computer system 700 suitable for use in implementing a terminal device or server of an embodiment of the present application.
As shown in fig. 7, the computer system 700 includes a Central Processing Unit (CPU)701, which can perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM)702 or a program loaded from a storage section 708 into a Random Access Memory (RAM) 703. In the RAM 703, various programs and data necessary for the operation of the system 700 are also stored. The CPU 701, the ROM 702, and the RAM 703 are connected to each other via a bus 704. An input/output (I/O) interface 705 is also connected to bus 704.
The following components are connected to the I/O interface 705: an input portion 706 including a keyboard, a mouse, and the like; an output section 707 including a display such as a Liquid Crystal Display (LCD) and a speaker; a storage section 708 including a hard disk and the like; and a communication section 709 including a network interface card such as a LAN card, a modem, or the like. The communication section 709 performs communication processing via a network such as the internet. A drive 710 is also connected to the I/O interface 705 as needed. A removable medium 711 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 710 as necessary, so that a computer program read out therefrom is mounted into the storage section 708 as necessary.
In particular, according to an embodiment of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program tangibly embodied on a machine-readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program can be downloaded and installed from a network through the communication section 709, and/or installed from the removable medium 711. The computer program, when executed by a Central Processing Unit (CPU)701, performs the above-described functions defined in the method of the present application.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, 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.
The units described in the embodiments of the present application may be implemented by software or hardware. The described units may also be provided in a processor, and may be described as: a processor includes a request receiving unit, a feature information acquiring unit, a dimension determining unit, an index information acquiring unit, and a transmitting unit. The names of these units do not form a limitation to the unit itself in some cases, and for example, the request receiving unit may also be described as a "unit that receives a report viewing request of a user sent by a client".
As another aspect, the present application also provides a non-volatile computer storage medium, which may be the non-volatile computer storage medium included in the apparatus in the above-described embodiments; or it may be a non-volatile computer storage medium that exists separately and is not incorporated into the terminal. The non-transitory computer storage medium stores one or more programs that, when executed by a device, cause the device to: receiving a report viewing request of a user sent by a client, wherein the report viewing request comprises user identity information; acquiring the characteristic information of the user through the user identity information; determining the dimension recommended to the user according to the user characteristic information and a historical report dimension selection record of the user, wherein the report dimension selection record records the dimension used when the user who uses the report views the index information; acquiring index information corresponding to the recommended dimensionality; and sending the recommended dimension and the corresponding index information to the client. Or the non-volatile computer storage medium described above, storing one or more programs that, when executed by a device, cause the device to: sending a report viewing request of a user to a server, wherein the report viewing request comprises user identity information; receiving a dimension returned by the server based on the report viewing request and corresponding index information, wherein the dimension is determined according to the user characteristic information and a historical report dimension selection record of a user, and the report dimension selection record records the dimension used when the index information is viewed by the user who uses the report; and generating a report based on the dimension information and the corresponding index information.
The above description is only a preferred embodiment of the application and is illustrative of the principles of the technology employed. It will be appreciated by a person skilled in the art that the scope of the invention as referred to in the present application is not limited to the embodiments with a specific combination of the above-mentioned features, but also covers other embodiments with any combination of the above-mentioned features or their equivalents without departing from the inventive concept. For example, the above features may be replaced with (but not limited to) features having similar functions disclosed in the present application.
Claims (16)
1. A method for generating a multidimensional report, the method comprising:
receiving a report viewing request of a user sent by a client, wherein the report viewing request comprises user identity information;
acquiring the characteristic information of the user through the user identity information;
inputting the characteristic information of the user into a dimension recommendation model to obtain a dimension recommended to the user, wherein the dimension recommendation model is trained by using a dimension selection record of the user who uses the report, and the dimension used when the user who uses the report views index information is recorded in the report dimension selection record;
acquiring index information corresponding to the recommended dimensionality;
and sending the recommended dimension and the corresponding index information to the client.
2. The method for generating a multidimensional report of claim 1 wherein the dimensions and corresponding index information are stored in a linked list, nodes in the linked list store dimension information and index information to be expanded, an
Sending the recommended dimensions and corresponding indicator information to the client includes:
and sending the linked list to the client.
3. The method for generating a multidimensional report of claim 1 wherein the characteristic information of the user includes at least one of: the position of the user and the department where the user is located.
4. A method for generating a multidimensional report, the method comprising:
sending a report viewing request of a user to a server, wherein the report viewing request comprises user identity information;
receiving a dimension and corresponding index information returned by the server based on the report viewing request, wherein the dimension is obtained by inputting the characteristic information of the user into a dimension recommendation model, the dimension recommendation model is trained by using a dimension selection record of the user who uses the report, and the report dimension selection record records the dimension used when the user who uses the report views the index information;
and generating a report based on the dimension information and the corresponding index information.
5. The method according to claim 4, wherein the indexes in the generated report are developed in a tree form, and each layer of index child node is a result of the upper layer of index parent node developed according to the dimension.
6. A method for generating a multi-dimensional report according to claim 4, characterized in that in the generated report, a plurality of selectable dimensions are adopted for each index to be expanded.
7. The method for generating a multidimensional report according to claim 4, wherein index nodes of different levels in the generated report are independently expanded according to different dimensions.
8. The method for generating a multidimensional report according to any of claims 4 to 7, wherein the dimensions and the corresponding index information are returned in a linked list, and nodes in the linked list store the dimension information and the index information to be expanded.
9. An apparatus for generating a multi-dimensional report, the apparatus comprising:
the report checking system comprises a request receiving unit, a report checking unit and a report checking unit, wherein the request receiving unit is configured to receive a report checking request of a user sent by a client, and the report checking request comprises user identity information;
the characteristic information acquisition unit is configured to acquire the characteristic information of the user through the user identity information;
the dimension determining unit is configured to input the feature information of the user into a dimension recommendation model to obtain a dimension recommended to the user, wherein the dimension recommendation model is trained by using a dimension selection record of the user who uses the report, and the report dimension selection record records the dimension used when the user who uses the report views the index information;
an index information acquisition unit configured to acquire index information corresponding to the determined dimension;
and the sending unit is configured to send the determined dimension and the corresponding index information to the client.
10. The apparatus for generating a multi-dimensional report of claim 9, the apparatus further comprising:
a storage unit configured to store the recommended dimensions and corresponding index information in a linked list form, wherein nodes in the linked list store the dimension information and the index information to be expanded,
the sending unit is configured to send a linked list to the client.
11. The apparatus for generating a multi-dimensional report according to claim 9, wherein the characteristic information of the user includes at least one of: the position of the user and the department where the user is located.
12. An apparatus for generating a multi-dimensional report, the apparatus comprising:
the report checking system comprises a request sending unit, a report checking unit and a report checking unit, wherein the request sending unit is configured to send a report checking request of a user to a server, and the report checking request comprises user identity information;
a receiving unit, configured to receive a dimension and corresponding index information returned by the server based on the report viewing request, where the dimension is obtained by inputting feature information of the user into a dimension recommendation model, where the dimension recommendation model is trained by using a dimension selection record of the user who used the report, and the report dimension selection record records a dimension used when the user who used the report views the index information;
and the generating unit is configured to generate a report based on the dimension information and the index information.
13. The apparatus according to claim 12, wherein the generated report forms indexes are developed in a tree form, and each layer of index child node is a result of the upper layer index parent node developed according to the dimension.
14. The apparatus according to claim 12, wherein a plurality of selectable dimensions are adopted for each index in the generated report for expansion.
15. The apparatus according to claim 12, wherein the generated report has different levels of index nodes expanded independently according to different dimensions.
16. The apparatus according to claim 12, wherein the dimensions and the corresponding index information are returned in a linked list, and nodes in the linked list store the dimension information and the index information to be expanded, an
The generation unit is used for:
and traversing the linked list, and generating the report according to the dimension information and the corresponding index information in the linked list.
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| CN109165377A (en) * | 2018-06-11 | 2019-01-08 | 玖富金科控股集团有限责任公司 | Generate the method and tabulating equipment of form data |
| CN109033173B (en) * | 2018-06-21 | 2022-09-13 | 土巴兔集团股份有限公司 | Data processing method and device for generating multidimensional index data |
| CN109800333A (en) * | 2019-01-02 | 2019-05-24 | 平安科技（深圳）有限公司 | Report form generation method, device and computer equipment based on machine learning |
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