CN117332160A - Multi-target identification display method, storage medium and electronic equipment - Google Patents
Multi-target identification display method, storage medium and electronic equipment Download PDFInfo
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Abstract
The present invention relates to the field of data processing, and in particular, to a method for displaying multiple target identifiers, a storage medium, and an electronic device. The method comprises the following steps: acquiring associated information corresponding to each identification to be displayed in the information set to be displayed; generating a display priority value corresponding to each mark to be displayed according to the associated information corresponding to each mark to be displayed; and displaying each mark to be displayed in the information set to be displayed in sequence according to the order of the display priority value from high to low. According to the invention, the demand bias of the current user on the information is determined according to the historical behaviors of the user. And generating a display priority value corresponding to each candidate information. And displaying each mark to be displayed according to the order of the display priority value from high to low. Therefore, the user can acquire the information with higher correlation with the user more preferentially, and further can acquire the information required by the user earlier, so that the efficiency of acquiring the effective information by the user is improved.
Description
Technical Field
The present invention relates to the field of data processing, and in particular, to a method for displaying multiple target identifiers, a storage medium, and an electronic device.
Background
With the continuous popularization and development of internet technology, more and more application programs providing professional services are applied in corresponding scenes. Depending on the usage scenario, multiple related service information may be provided in the application. Meanwhile, due to the refinement of service types and the difference of user demands, the service information contained in the application programs is various.
In the prior art, the problem that the matching degree of service information displayed by an application program and the current user requirement is low exists, so that a user can browse a large amount of information irrelevant to the user's own needs, and the service information meeting the user's own needs can be obtained. Resulting in a decrease in the efficiency with which the user can obtain valid information.
Disclosure of Invention
Aiming at the technical problems, the invention adopts the following technical scheme:
according to an aspect of the present invention, there is provided a method of displaying a multi-object mark, the method comprising the steps of:
acquiring associated information corresponding to each identification to be displayed in the information set to be displayed; wherein, the i th relevant information A corresponding to the identification to be displayed in the information set to be displayed i =（A i 1 ，A i 2 ，A i 3 ），A i 1 The method comprises the steps that the number of times of triggering an ith mark to be displayed is clicked by a user in a current preset period; a is that i 2 Repeatedly establishing association relation times for the event corresponding to the ith mark to be displayed and the user in the history period; a is that i 3 When the user establishes an association relationship with an event corresponding to any to-be-displayed identifier before the current preset period, the event identity identifier of the event corresponding to the to-be-displayed identifier;
generating a display priority value corresponding to each mark to be displayed according to the associated information corresponding to each mark to be displayed; wherein, the display priority value B corresponding to the ith mark to be displayed i The following conditions are satisfied:
B i =K 1 A i 2 />K i 3 +(A i 1 />K 2 +1)/>C i ；
wherein K is 1 K is as follows 2 Respectively a first coefficient and a second coefficient, K 1 >K 2 ；C i Presetting coefficients for categories corresponding to the ith identification to be displayed, wherein the preset coefficients for the categories of all the identifications to be displayed corresponding to the same event category are the same; k (K) i 3 The associated weight corresponding to the i-th mark to be displayed is obtained; when A is i 3 K when the event identity corresponding to the ith identity to be displayed is the same as the event identity i 3 =D 1 The method comprises the steps of carrying out a first treatment on the surface of the When A is i 3 K when the event category corresponding to the ith mark to be displayed is the same as the event category corresponding to the ith mark to be displayed i 3 =D 2 ，D 1 >D 2 ；
And displaying each mark to be displayed in the information set to be displayed in sequence according to the order of the display priority value from high to low.
Further, K i 3 The following conditions are satisfied:
K i 3 =2 f ；
when A is i 3 F=2 when the event identity corresponding to the i-th identity to be displayed is the same as the event identity corresponding to the i-th identity to be displayed;
when A is i 3 F=1 when the event category corresponding to the i-th mark to be displayed is the same;
when A is i 3 When the event category corresponding to the ith mark to be displayed is different, f is A i 3 Between two event categories corresponding to the ith identification to be displayedCorrelation value, the value interval of the correlation value is [0,1]。
Further, the correlation value between any two event categories is determined according to the following steps:
acquiring a plurality of event completion data in a preset history period; each event finishing data comprises at least one piece of event association information, wherein the event association information is information for establishing association relation between a user and an event of any event category;
generating a correlation value between any two event categories according to the event completion data; wherein, the correlation value J between the event category h and the event category g h,g The following conditions are satisfied:
J h,g =M g h /M h ；
wherein M is h Establishing association relation times between a user and an event with the event category of h in the event completion data; m is M g h And establishing association relation times between the user and two events with the event categories of h and g in the event completion data.
Further, obtaining association information corresponding to each to-be-displayed identifier in the to-be-displayed information set includes:
acquiring first history association information of an association relationship between a user and an event corresponding to each to-be-displayed identifier from a first target database at intervals of a first updating period;
acquiring event identity identifiers of events corresponding to the to-be-displayed identifiers when the user establishes an association relationship with the events corresponding to any to-be-displayed identifiers for the last time before the current preset period from the first history association information;
and generating the times of repeatedly establishing the association relation between the user and the event corresponding to each to-be-displayed identifier according to the first history association information.
Further, obtaining association information corresponding to each to-be-displayed identifier in the to-be-displayed information set includes:
responding to an instruction of clicking a to-be-displayed mark in a trigger target page by a user, and sending click trigger information corresponding to the to-be-displayed mark to a target message queue;
and consuming the information in the target message queue to generate click trigger information of each user to each to-be-displayed identifier in the current preset period in real time.
Further, after generating the display priority value corresponding to each to-be-displayed identifier, the method further includes:
if the display priority value corresponding to each to-be-displayed identifier is the same as the category preset coefficient corresponding to each to-be-displayed identifier, determining the user category corresponding to the user according to the first history associated information.
Further, determining, according to the first history association information, a user category corresponding to the user includes:
if the history associated information corresponding to the user is an empty set in the first history associated information, determining that the user is a first-class user;
and if the history associated information corresponding to the user is not the empty set in the first history associated information, determining that the user is a second-class user.
Further, after determining the user category corresponding to the user, the method further includes:
if the user is a first type user, randomly acquiring a to-be-displayed identifier from the first to-be-displayed information subset to display;
if the user is a second-class user, randomly acquiring a to-be-displayed identifier from a second to-be-displayed information subset to display;
the first information subset to be displayed and the second information subset to be displayed are both subsets of the information set to be displayed, and the types of the marks to be displayed in the first information subset to be displayed and the second information subset to be displayed are different.
According to a second aspect of the present invention, there is provided a non-transitory computer readable storage medium storing a computer program which when executed by a processor implements a method of displaying a multi-object identifier as described above.
According to a third aspect of the present invention, there is provided an electronic device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, the processor implementing a method of displaying a multi-object identifier as described above when executing the computer program.
The invention has at least the following beneficial effects:
according to the invention, the demand bias of the current user on the information is determined according to the historical behaviors of the user. And generating a display priority value corresponding to each piece of candidate information according to the historical behaviors of the user, wherein the larger the display priority value is, the larger the fitting degree of the corresponding piece of candidate information with the requirement of the current user is. And then sequentially displaying each identification to be displayed (candidate information) in the information set to be displayed according to the order of the display priority value from high to low. Therefore, the user can acquire the information with higher correlation with the user more preferentially, and further can acquire the information needed by the user earlier. According to the invention, the user can acquire the required information more quickly by improving the matching degree of the information displayed preferentially and the user, so that the efficiency of acquiring the effective information by the user is improved.
In addition, according to the calculation algorithm B of the display priority value i =K 1 A i 2 />K i 3 +(A i 1 />K 2 +1)/>C i It can be seen that K 1 />A i 2 />K i 3 The information of different types and the clients can be determined according to the condition that the user establishes the association relation with the related information in the history periodIs a matching degree of (a). (A) i 1 />K 2 +1)/>C i The matching degree of different types of information and clients can be determined according to the browsing and clicking viewing conditions of the user on the information corresponding to each to-be-displayed identifier in the latest time period. Through the joint consideration of the behavior of the user in the historical period and the latest period, the matching degree between the information corresponding to each to-be-displayed identifier and the current user requirement can be more accurately determined, and the matching degree between the information displayed preferentially and the user can be further improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a method for displaying a multi-target identifier according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to fall within the scope of the invention.
As an embodiment of the present invention, as shown in fig. 1, there is provided a method for displaying a multi-object mark, the method including the steps of:
s100: and acquiring the associated information corresponding to each to-be-displayed identifier in the to-be-displayed information set. Wherein, to be displayedAssociated information A corresponding to ith identification to be displayed in information set i =（A i 1 ，A i 2 ，A i 3 ），A i 1 And triggering the number of times of the ith mark to be displayed for the user click in the current preset time period. A is that i 2 And repeatedly establishing association relation times for the event corresponding to the ith mark to be displayed in the history period. A is that i 3 In order to establish the association relation between the user and the event corresponding to any to-be-displayed identifier for the last time before the current preset period, the event identity identifier of the event corresponding to the to-be-displayed identifier, that is, the event identity identifier of the event corresponding to any to-be-displayed identifier for which the association relation is established with the user for the last time.
In this step, the identifier to be displayed may be a button corresponding to any service information in a certain target application program. Taking trip insurance service as an example, the to-be-displayed identifier may be a click button corresponding to each specific insurance. The associated information corresponding to the to-be-displayed identifier is the related behavior information of the service corresponding to the to-be-displayed identifier, which occurs in the historical period or the latest preset period of the user, and specifically comprises the information of the repurchase behavior, the information of the click checking behavior and the information of the insurance purchased in the latest time of the non-current journey.
In addition, the current preset period may be a period between a time when the user views the corresponding page and a zero point of the current day. Or may be the period of time between the time the user current travel information is generated and the time the user views the corresponding page. The generation time of the current journey information of the user can be the time when the user purchases tickets such as air tickets or tickets. The historical period is the period before the time when the user currently views the corresponding page.
Specifically, A in the associated information i 2 A is a i 3 The corresponding information acquisition step comprises the following steps:
s101: and acquiring first history association information of the association relation between the user and the event corresponding to each to-be-displayed identifier from a first target database at intervals of a first updating period.
The first update period may be one day and the first target database may be an order management system for a particular application. The first history associated information is information of the user purchasing the corresponding service in the history period.
S102: and acquiring event identity identifiers of the events corresponding to the to-be-displayed identifiers from the first history associated information when the user establishes an associated relation with the events corresponding to any to-be-displayed identifiers for the last time before the current preset period. That is, the corresponding insurance ID of the insurance purchased the last time in the non-current trip.
S103: and generating the times of repeatedly establishing the association relation between the user and the event corresponding to each to-be-displayed identifier according to the first history association information.
In addition, A in the associated information i 1 The corresponding information acquisition step comprises the following steps: comprising:
s104: and responding to an instruction of clicking the to-be-displayed mark in the trigger target page by the user, and sending click trigger information corresponding to the to-be-displayed mark to the target message queue.
S105: and consuming the information in the target message queue to generate click trigger information of each user to each to-be-displayed identifier in the current preset period in real time.
Since one application program has a plurality of users online at the same time, a large amount of click trigger information can be concurrent at the same time, in order to cope with the information with high concurrency, a target message queue is set, all the click trigger information is cached in the target message queue, and then the information in the target message queue is sequentially processed, so that a service click list of each user is generated. The target message queue can be a Kaff card message queue, the processing speed of the queue is faster, and the high-concurrency information can be better processed in time.
S200: and generating a display priority value corresponding to each to-be-displayed identifier according to the associated information corresponding to each to-be-displayed identifier. Wherein, the display priority value B corresponding to the ith mark to be displayed i The following conditions are satisfied:
B i =K 1 A i 2 />K i 3 +(A i 1 />K 2 +1)/>C i 。
wherein K is 1 K is as follows 2 Respectively a first coefficient and a second coefficient, K 1 >K 2 。C i And presetting coefficients for categories corresponding to the ith identification to be displayed, wherein the preset coefficients for the categories of all the identifications to be displayed corresponding to the same event category are the same. K (K) i 3 And (5) identifying the corresponding association weight for the ith to-be-displayed mark. When A is i 3 K when the event identity corresponding to the ith identity to be displayed is the same as the event identity i 3 =D 1 . When A is i 3 K when the event category corresponding to the ith mark to be displayed is the same as the event category corresponding to the ith mark to be displayed i 3 =D 2 ，D 1 >D 2 。D 1 =4，D 2 =2. Because the repurchase information can more accurately show the requirement degree of a user on a certain type of insurance information than the click information, D 1 >D 2 。D 1 For the first associated weight value, D 2 Is the second associated weight value.
K 1 A i 2 />K i 3 A in (2) i 2 May be used to represent the number of repurchase of a service by a user. The more the number of times the user purchases a certain insurance service in the history, the higher the demand of the user for the insurance when going out can be indicated. In addition, K 1 />A i 2 />K i 3 K in (B) i 3 The user can purchase insurance for the latest non-current journey. This value may reflect what type of insurance the user has recently demanded.
K 1 A i 2 />K i 3 The obtained value is equal to A i 2 K is as follows i 3 In a positively correlated trend, the matching degree of different types of information with the client can be determined according to the situation that the user establishes an association relationship with the relevant service in the history period.
(A i 1 K 2 +1)/>C i =A i 1 />K 2 />C i +/>C i ，A i 1 />K 2 />C i Is the origin of (1)Reason and K 1 />A i 2 />K i 3 And the matching degree of the information of different types and the client can be determined according to the browsing and clicking viewing conditions of the user on the information corresponding to each to-be-displayed identifier in the latest time period.
S300: and displaying each mark to be displayed in the information set to be displayed in sequence according to the order of the display priority value from high to low.
According to the invention, the demand bias of the current user on the information is determined according to the historical behaviors of the user. And generating a display priority value corresponding to each piece of candidate information according to the historical behaviors of the user, wherein the larger the display priority value is, the larger the fitting degree of the corresponding piece of candidate information with the requirement of the current user is. And then sequentially displaying each identification to be displayed (candidate information) in the information set to be displayed according to the order of the display priority value from high to low. Therefore, the user can acquire the information with higher correlation with the user more preferentially, and further can acquire the information needed by the user earlier. According to the invention, the user can acquire the required information more quickly by improving the matching degree of the information displayed preferentially and the user, so that the efficiency of acquiring the effective information by the user is improved.
As another possible embodiment of the present invention, K i 3 The following conditions are satisfied:
K i 3 =2 f 。
when A is i 3 F=2 when the event identity corresponding to the i-th to-be-displayed identity is the same.
When A is i 3 F=1 when the event category corresponding to the i-th to-be-displayed identification is the same.
When A is i 3 When the event category corresponding to the ith mark to be displayed is different, f is A i 3 Two corresponding to the ith mark to be displayedCorrelation values among event categories, wherein the value interval of the correlation values is [0,1 ]]。
K i 3 And the association weight corresponding to the ith identification to be displayed is used for adjusting the matching degree between the ith identification to be displayed and the ith identification generated according to the historical repurchase behavior. K in the present embodiment i 3 And A is a i 3 There is an association relationship between them. Because the insurance service purchased by the user in the last time of the non-current journey can be more probable to indicate the recent requirement of the user for a certain type of insurance. Thus, an associated weight may be generated from the information.
Generally, the higher the correlation between the insurance service purchased by the non-current journey user last time and the insurance service corresponding to the currently to-be-displayed identifier is, the higher the demand of the user for the insurance service corresponding to the currently to-be-displayed identifier is, and the higher the correlation weight should be configured. K in the present embodiment i 3 =2 f As a direct proportional function, A i 3 The higher the correlation before the event corresponding to the i-th mark to be displayed, the larger f.
Specifically, the correlation value between any two event categories is determined according to the following steps:
s201: and acquiring a plurality of event completion data in a preset history period. Each event ending data comprises at least one piece of event association information, and the event association information is information for establishing association relation between a user and an event of any event category.
Specifically, the scene requirements corresponding to the obtained event completion data are as consistent as possible with the scene currently subjected to matching degree calculation. Orders may be formed for the same origin and destination for the same time period in the previous years, each of which includes information of the various insurance services that the user has purchased on the journey.
S202: and generating a correlation value between any two event categories according to the event completion data. Wherein, the correlation value J between the event category h and the event category g h,g The following conditions are satisfied:
J h,g =M g h /M h 。
wherein M is h And establishing association relation times between the user and the event with the event category of h in the event completion data. M is M g h And establishing association relation times between the user and two events with the event categories of h and g in the event completion data.
In the travel process, users can purchase different types of insurance to be matched together, so that a more reasonable equity protection scheme is formed. As in the case of an airline trip, the user typically purchases a travel accident risk after purchasing the airline accident risk. Therefore, different types of insurance services have certain correlation, and according to the correlation calculation formula in the embodiment, the correlation between two different types of insurance can be calculated, so that the correlation weight can be calculated more accurately.
As another possible embodiment of the present invention, at S200: after generating the display priority value corresponding to each to-be-displayed identifier, the method further comprises the following steps:
s210: if the display priority value corresponding to each to-be-displayed identifier is the same as the category preset coefficient corresponding to each to-be-displayed identifier, determining the user category corresponding to the user according to the first history associated information.
Specifically, determining, according to the first history associated information, a user category corresponding to the user includes:
s211: and if the history associated information corresponding to the user is the empty set in the first history associated information, determining that the user is the first-class user.
S212: and if the history associated information corresponding to the user is not the empty set in the first history associated information, determining that the user is a second-class user.
The first history related information is purchase information of the user for insurance of any category, and if the purchase information is not available, the user is a new user. If the purchase information exists, the user is an old user, but the historical behavior of the old user cannot be used for matching calculation in the invention, and further the demand bias of the old user cannot be obtained according to the historical behavior.
In this case, the algorithm of the priority display value in the above-described embodiment of the present invention is not active, so that recommended display of insurance information for the above-described two types of users is required according to the following policy:
s220: if the user is the first category user, randomly acquiring an identification to be displayed from the first information subset to be displayed for displaying.
S230: and if the user is a second-class user, randomly acquiring a to-be-displayed identifier from the second to-be-displayed information subset to display.
The first information subset to be displayed and the second information subset to be displayed are both subsets of the information set to be displayed, and the types of the marks to be displayed in the first information subset to be displayed and the second information subset to be displayed are different.
Specifically, the first information subset to be displayed includes to-be-displayed identifiers corresponding to a plurality of insurance services with top sales in a last period of time. The second information subset to be displayed comprises different types of to-be-displayed identifiers corresponding to insurance services with higher neutral prices. In addition, the to-be-displayed identifiers in the first to-be-displayed information subset and the second to-be-displayed information subset can be flexibly configured according to the actual use scene, and corresponding to-be-displayed identifiers can be obtained according to the user category to carry out corresponding display recommendation under the condition that the user needs to be favored according to the user history behavior.
Furthermore, although the steps of the methods in the present disclosure are depicted in a particular order in the drawings, this does not require or imply that the steps must be performed in that particular order or that all illustrated steps be performed in order to achieve desirable results. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step to perform, and/or one step decomposed into multiple steps to perform, etc.
From the above description of embodiments, those skilled in the art will readily appreciate that the example embodiments described herein may be implemented in software, or may be implemented in software in combination with the necessary hardware. Thus, the technical solution according to the embodiments of the present disclosure may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (may be a CD-ROM, a U-disk, a mobile hard disk, etc.) or on a network, including several instructions to cause a computing device (may be a personal computer, a server, a mobile terminal, or a network device, etc.) to perform the method according to the embodiments of the present disclosure.
In an exemplary embodiment of the present disclosure, an electronic device capable of implementing the above method is also provided.
Those skilled in the art will appreciate that the various aspects of the invention may be implemented as a system, method, or program product. Accordingly, aspects of the invention may be embodied in the following forms, namely: an entirely hardware embodiment, an entirely software embodiment (including firmware, micro-code, etc.) or an embodiment combining hardware and software aspects may be referred to herein as a "circuit," module "or" system.
An electronic device according to this embodiment of the invention. The electronic device is merely an example, and should not impose any limitations on the functionality and scope of use of embodiments of the present invention.
The electronic device is in the form of a general purpose computing device. Components of an electronic device may include, but are not limited to: the at least one processor, the at least one memory, and a bus connecting the various system components, including the memory and the processor.
Wherein the memory stores program code that is executable by the processor to cause the processor to perform steps according to various exemplary embodiments of the present invention described in the above section of the exemplary method of this specification.
The storage may include readable media in the form of volatile storage, such as Random Access Memory (RAM) and/or cache memory, and may further include Read Only Memory (ROM).
The storage may also include a program/utility having a set (at least one) of program modules including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each or some combination of which may include an implementation of a network environment.
The bus may be one or more of several types of bus structures including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, a processor, or a local bus using any of a variety of bus architectures.
The electronic device may also communicate with one or more external devices (e.g., keyboard, pointing device, bluetooth device, etc.), with one or more devices that enable a user to interact with the electronic device, and/or with any device (e.g., router, modem, etc.) that enables the electronic device to communicate with one or more other computing devices. Such communication may be through an input/output (I/O) interface. And, the electronic device may also communicate with one or more networks such as a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the Internet, through a network adapter. The network adapter communicates with other modules of the electronic device via a bus. It should be appreciated that although not shown, other hardware and/or software modules may be used in connection with an electronic device, including but not limited to: microcode, device drivers, redundant processors, external disk drive arrays, RAID systems, tape drives, data backup storage systems, and the like.
From the above description of embodiments, those skilled in the art will readily appreciate that the example embodiments described herein may be implemented in software, or may be implemented in software in combination with the necessary hardware. Thus, the technical solution according to the embodiments of the present disclosure may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (may be a CD-ROM, a U-disk, a mobile hard disk, etc.) or on a network, including several instructions to cause a computing device (may be a personal computer, a server, a terminal device, or a network device, etc.) to perform the method according to the embodiments of the present disclosure.
In an exemplary embodiment of the present disclosure, a computer-readable storage medium having stored thereon a program product capable of implementing the method described above in the present specification is also provided. In some possible embodiments, the aspects of the invention may also be implemented in the form of a program product comprising program code for causing a terminal device to carry out the steps according to the various exemplary embodiments of the invention as described in the "exemplary method" section of this specification, when the program product is run on the terminal device.
The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. The readable storage medium can be, for example, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium would include the following: an electrical connection having one or more wires, a portable disk, a hard disk, random Access Memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The computer readable signal medium may include a data signal propagated in baseband or as part of a carrier wave with readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A readable signal medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C++ or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device, partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., connected via the Internet using an Internet service provider).
Furthermore, the above-described drawings are only schematic illustrations of processes included in the method according to the exemplary embodiment of the present invention, and are not intended to be limiting. It will be readily appreciated that the processes shown in the above figures do not indicate or limit the temporal order of these processes. In addition, it is also readily understood that these processes may be performed synchronously or asynchronously, for example, among a plurality of modules.
It should be noted that although in the above detailed description several modules or units of a device for action execution are mentioned, such a division is not mandatory. Indeed, the features and functionality of two or more modules or units described above may be embodied in one module or unit in accordance with embodiments of the present disclosure. Conversely, the features and functions of one module or unit described above may be further divided into a plurality of modules or units to be embodied.
The present invention is not limited to the above embodiments, and any changes or substitutions that can be easily understood by those skilled in the art within the technical scope of the present invention are intended to be included in the scope of the present invention. Therefore, the protection scope of the invention is subject to the protection scope of the claims.
Claims (10)
1. A method for displaying a multi-target mark, the method comprising the steps of:
acquiring associated information corresponding to each identification to be displayed in the information set to be displayed; wherein, the i th relevant information A corresponding to the identification to be displayed in the information set to be displayed i =（A i 1 ，A i 2 ，A i 3 ），A i 1 The method comprises the steps that the number of times of triggering an ith mark to be displayed is clicked by a user in a current preset period; a is that i 2 Repeatedly establishing association relation times for the event corresponding to the ith mark to be displayed and the user in the history period; a is that i 3 When a correlation is established between a user and an event corresponding to any mark to be displayed for the last time before a current preset period, the event identity of the event corresponding to the mark to be displayed;
generating a display priority value corresponding to each mark to be displayed according to the associated information corresponding to each mark to be displayed; wherein, the display priority value B corresponding to the ith mark to be displayed i The following conditions are satisfied:
B i =K 1 A i 2 />K i 3 +(A i 1 />K 2 +1)/>C i ；
wherein K is 1 K is as follows 2 Respectively a first coefficient and a second coefficient, K 1 >K 2 ；C i Presetting coefficients for categories corresponding to the ith identification to be displayed, wherein the preset coefficients for the categories of all the identifications to be displayed corresponding to the same event category are the same; k (K) i 3 For the corresponding gateway of the ith mark to be displayedLinking weights; when A is i 3 K when the event identity corresponding to the ith identity to be displayed is the same as the event identity i 3 =D 1 The method comprises the steps of carrying out a first treatment on the surface of the When A is i 3 K when the event category corresponding to the ith mark to be displayed is the same as the event category corresponding to the ith mark to be displayed i 3 =D 2 ，D 1 >D 2 ；D 1 For the first associated weight value, D 2 Is a second associated weight value;
and displaying each mark to be displayed in the information set to be displayed in sequence according to the sequence of the display priority value from high to low.
2. The method according to claim 1, wherein K i 3 The following conditions are satisfied:
K i 3 =2 f ；
when A is i 3 F=2 when the event identity corresponding to the i-th identity to be displayed is the same as the event identity corresponding to the i-th identity to be displayed;
when A is i 3 F=1 when the event category corresponding to the i-th mark to be displayed is the same;
when A is i 3 When the event category corresponding to the ith mark to be displayed is different, f is A i 3 Correlation values between two event categories respectively corresponding to the ith mark to be displayed, wherein the value interval of the correlation values is [0,1 ]]。
3. The method of claim 2, wherein the correlation value between any two event categories is determined by:
acquiring a plurality of event completion data in a preset history period; each event finishing data comprises at least one event association information, wherein the event association information is information for establishing association relation between a user and an event of any event category;
generating a correlation value between any two event categories according to the event completion data; wherein, the correlation value J between the event category h and the event category g h,g The following conditions are satisfied:
J h,g =M g h /M h ；
wherein M is h Establishing association relation times between a user and an event with the event category of h in the event completion data; m is M g h And establishing association relation times between the user and two events with the event categories of h and g in the event completion data.
4. The method according to claim 1, wherein obtaining association information corresponding to each identity to be displayed in the set of information to be displayed comprises:
acquiring first history association information of an association relationship between a user and an event corresponding to each to-be-displayed identifier from a first target database at intervals of a first updating period;
acquiring event identity identifiers of events corresponding to any to-be-displayed identifiers from the first history associated information when a user establishes an associated relation with the events corresponding to any to-be-displayed identifiers for the last time before a current preset period;
and generating the times of repeatedly establishing the association relation between the user and the event corresponding to each to-be-displayed identifier according to the first history association information.
5. The method according to claim 1, wherein obtaining association information corresponding to each identity to be displayed in the set of information to be displayed comprises:
responding to an instruction of clicking a to-be-displayed mark in a trigger target page by a user, and sending click trigger information corresponding to the to-be-displayed mark to a target message queue;
and consuming the information in the target message queue to generate click trigger information of each user to each mark to be displayed in the current preset period in real time.
6. The method of claim 4, wherein after generating the display priority value corresponding to each identity to be displayed, the method further comprises:
if the display priority value corresponding to each to-be-displayed identifier is the same as the category preset coefficient corresponding to each to-be-displayed identifier, determining the user category corresponding to the user according to the first history associated information.
7. The method of claim 6, wherein determining the category of the user corresponding to the user based on the first historical association information comprises:
if the history associated information corresponding to the user in the first history associated information is an empty set, determining that the user is a first-class user;
and if the history associated information corresponding to the user in the first history associated information is not the empty set, determining that the user is a second-class user.
8. The method of claim 7, wherein after determining the user category to which the user corresponds, the method further comprises:
if the user is a first-class user, randomly acquiring a to-be-displayed identifier from a first to-be-displayed information subset to display;
if the user is a second-class user, randomly acquiring a to-be-displayed identifier from a second to-be-displayed information subset to display;
the first information subset to be displayed and the second information subset to be displayed are both subsets of the information set to be displayed, and the types of the marks to be displayed in the first information subset to be displayed and the second information subset to be displayed are different.
9. A non-transitory computer readable storage medium storing a computer program, wherein the computer program when executed by a processor implements a method of displaying a multi-object indicator according to any one of claims 1 to 8.
10. An electronic device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, wherein the processor implements a method of displaying a multi-object indicator according to any one of claims 1 to 8 when the computer program is executed.
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