CN111666483B - Application program recommendation method and device, electronic equipment and readable storage medium - Google Patents
Application program recommendation method and device, electronic equipment and readable storage medium Download PDFInfo
- Publication number
- CN111666483B CN111666483B CN201910168735.8A CN201910168735A CN111666483B CN 111666483 B CN111666483 B CN 111666483B CN 201910168735 A CN201910168735 A CN 201910168735A CN 111666483 B CN111666483 B CN 111666483B
- Authority
- CN
- China
- Prior art keywords
- application program
- client
- user
- application
- data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Abstract
The application provides a recommendation method and device of an application program, electronic equipment and a computer readable storage medium, and relates to the field of application program processing. The method comprises the following steps: when the server detects the first client and communicates with the second client, first user data corresponding to the first client is obtained, second user data corresponding to the second client is obtained, whether the first user data and the second user data have the same data item or not is judged, if yes, the data item is respectively sent to the first client and the second client, and accordingly the first client and the second client display the data item. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
Description
Technical Field
The present application relates to the field of application processing technologies, and in particular, to a method and apparatus for recommending an application, an electronic device, and a computer readable storage medium.
Background
With the development of technology, terminal devices are more and more intelligent, users can realize different functions by installing various types of application programs, for example, an instant messaging application program realizes remote instant messaging among users, and a game application program realizes game functions of users.
The current market recommendation based on applications (such as games) generally takes place in the following categories: based on big data recommendations, such as a leaderboard; recommending based on friend relations, such as how many friends are playing; editing typesetting, such as editing recommendation; based on real-time data such as hottest, most current recommendations. The defects are that: the above recommendation approach is generally applicable to situations where an individual user wants to pick an application, but not to situations where two users want to find an application that is of interest to each other.
Disclosure of Invention
The application provides a method, a device, electronic equipment and a computer readable storage medium for recommending an application program, which can solve the problem that the existing application program recommending mode is generally applicable to a scene when an individual user wants to select one application program, but is not applicable to a scene when two users want to find an application program which is interested in each other. The technical scheme is as follows:
In a first aspect, there is provided a recommendation method for an application program, the method including:
when a server detects a first client and communicates with a second client, acquiring first user data corresponding to the first client and second user data corresponding to the second client;
judging whether the first user data and the second user data have the same data item or not;
if yes, the data items are respectively sent to the first client side and the second client side, so that the first client side and the second client side display the data items.
Preferably, the step of obtaining the first user data corresponding to the first client includes:
acquiring a first user identifier, each application program identifier operated based on the first user identifier, and the operating frequency of each application program in a preset time period;
generating a first application program sequence table based on M application programs with highest running frequency; wherein M is a positive integer;
and taking the first user identification and the first application program sequence table as the first user data.
Preferably, the step of obtaining the second user data corresponding to the second client includes:
Acquiring a second user identifier, each application program identifier operated based on the second user identifier, and the operating frequency of each application program in a preset time period;
generating a second application program list based on N application programs with highest running frequencies; wherein N is a positive integer;
and taking the second user identification and the second application program list as the second user data.
Preferably, the step of determining whether the first user data and the second user data have the same data item includes:
judging whether the first application program sequence table and the second application program list comprise the same application program identification;
if so, the first user data and the second user data are judged to have the same data item.
Preferably, the method further comprises:
if the number of the data items is smaller than the display number threshold, calculating a difference value T between the display number threshold and the number of the data items;
acquiring T application program identifiers from the first application program sequence table, and generating a third application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
and sending the third application program list to the second client so that the second client can display the third application program list.
Preferably, the method further comprises:
if the number of the data items is smaller than the display number threshold, calculating a difference value T between the display number threshold and the number of the data items;
acquiring T application program identifiers from the second application program list, and generating a fourth application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
and sending the fourth application program list to the first client so that the first client can display the fourth application program list.
In a second aspect, there is provided a recommendation method of an application program, the method comprising:
when an instruction for opening a first communication page is received, the first communication page is generated and displayed; the first communication page is a current communication page when the first client communicates with the second client;
receiving a data item sent by a server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client;
the data item is presented in the first communication page.
Preferably, the method further comprises:
when an instruction for opening any application program in the data item is received, opening the application program;
and jumping to the application program from the first communication page.
In a third aspect, there is provided an apparatus for recommending an application, the apparatus comprising:
the detection module is used for detecting the first client and communicating with the second client;
the acquisition module is used for acquiring first user data corresponding to the first client and acquiring second user data corresponding to the second client;
the judging module is used for judging whether the first user data and the second user data have the same data item or not;
and the sending module is used for respectively sending the data items to the first client and the second client so that the first client and the second client can display the data items.
Preferably, the acquiring module includes:
the data acquisition sub-module is used for acquiring a first user identifier, each application program identifier operated based on the first user identifier and the operating frequency of each application program in a preset time period;
the application program list generation sub-module is used for generating a first application program sequence list based on M application programs with highest running frequencies; wherein M is a positive integer;
And the determining submodule is used for taking the first user identifier and the first application program sequence table as the first user data.
Preferably, the method comprises the steps of,
the data acquisition sub-module is further used for acquiring a second user identifier, each application program identifier operated based on the second user identifier and the operation frequency of each application program in a preset time period;
the application program list generation submodule is further used for generating a second application program list based on N application programs with highest running frequencies; wherein N is a positive integer;
the determining submodule is further used for taking the second user identifier and the second application program list as the second user data.
Preferably, the judging module includes:
the application program identifier matching sub-module is used for judging whether the first application program sequence table and the second application program list comprise the same application program identifier;
and the judging sub-module is used for judging that the first user data and the second user data have the same data item.
Preferably, the apparatus further comprises:
the calculating module is used for calculating a difference value T between the display quantity threshold and the quantity of the data items when the quantity of the data items is smaller than the display quantity threshold;
The calling module is used for calling the data acquisition sub-module and acquiring T application program identifiers from the first application program sequence table;
the calling module is further used for calling an application program list generator to generate a third application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
the sending module is further configured to send the third application program list to a second client, so that the second client reveals the third application program list.
Preferably, the method comprises the steps of,
the calculation module is further configured to calculate a difference T between the number of data items and the number of display number threshold when the number of data items is smaller than the number of display number threshold;
the calling module is further used for calling the data acquisition sub-module to acquire T application program identifiers from a second application program list;
the calling module is further used for calling an application program list generator to generate a fourth application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
the sending module is further configured to send the fourth application program list to the first client, so that the first client reveals the fourth application program list.
In a fourth aspect, there is provided an apparatus for recommending an application, the apparatus comprising:
the first receiving module is used for receiving an instruction for opening a first communication page;
the first generation module is used for generating the first communication page; the first communication page is a current communication page when the first client communicates with the second client;
the first display module is used for displaying the first communication page;
the second receiving module is used for receiving the data item sent by the server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client;
the first display module is further configured to display the data item in the first communication page.
Preferably, the apparatus further comprises:
the first starting module is used for opening any application program in the data item when receiving an instruction for opening the application program;
and the first jumping module is used for jumping from the first communication page to the application program.
In a fifth aspect, an electronic device includes:
A processor, a memory, and a bus;
the bus is used for connecting the processor and the memory;
the memory is used for storing operation instructions;
the processor is configured to, by invoking the operation instruction, cause the processor to execute an operation corresponding to a recommended method of the application program according to the first aspect of the present application.
In a sixth aspect, an electronic device includes:
a processor, a memory, and a bus;
the bus is used for connecting the processor and the memory;
the memory is used for storing operation instructions;
the processor is configured to, by invoking the operation instruction, cause the processor to execute an operation corresponding to a recommended method of the application program as shown in the second aspect of the present application.
In a seventh aspect, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the recommendation method for an application program according to the first aspect of the present application.
In an eighth aspect, there is provided a computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements a recommendation method for an application program as shown in the second aspect of the present application.
The technical scheme provided by the application has the beneficial effects that:
in the embodiment of the application, when the server detects the first client and communicates with the second client, the first user data corresponding to the first client is acquired, the second user data corresponding to the second client is acquired, whether the first user data and the second user data have the same data item or not is judged, if yes, the data item is respectively sent to the first client and the second client, so that the first client and the second client display the data item. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings that are required to be used in the description of the embodiments of the present application will be briefly described below.
FIG. 1 is a flowchart illustrating a recommendation method for an application according to an embodiment of the present application;
FIG. 2 is an exemplary diagram of a communication page presentation data item of the present application;
FIG. 3 is a flowchart illustrating a recommendation method for an application according to another embodiment of the present application;
FIG. 4 is a schematic structural diagram of a recommendation device for an application according to another embodiment of the present application;
FIG. 5 is a schematic diagram of a recommendation device for an application according to another embodiment of the present application;
FIG. 6 is a schematic structural diagram of an electronic device according to another embodiment of the present application;
fig. 7 is a schematic structural diagram of an electronic device according to another embodiment of the present application.
Detailed Description
Embodiments of the present application are described in detail below, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements or elements having like or similar functions throughout. The embodiments described below by referring to the drawings are illustrative only and are not to be construed as limiting the application.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless expressly stated otherwise, as understood by those skilled in the art. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. The term "and/or" as used herein includes all or any element and all combination of one or more of the associated listed items.
For the purpose of making the objects, technical solutions and advantages of the present application more apparent, the embodiments of the present application will be described in further detail with reference to the accompanying drawings.
The application provides a recommendation method and device of an application program, electronic equipment and a computer readable storage medium, and aims to solve the technical problems in the prior art.
The following describes the technical scheme of the present application and how the technical scheme of the present application solves the above technical problems in detail with specific embodiments. The following embodiments may be combined with each other, and the same or similar concepts or processes may not be described in detail in some embodiments. Embodiments of the present application will be described below with reference to the accompanying drawings.
In one embodiment, a recommendation method for an application program is provided, as shown in fig. 1, and the method includes:
step S101, when a server detects a first client and communicates with a second client, acquiring first user data corresponding to the first client and second user data corresponding to the second client;
specifically, a first client can be installed in the first terminal, a second client can be installed in the second terminal, the first user logs in the first client, the second user logs in the second client, and after the first client and the second client establish communication, the first user can communicate with the second user. Wherein, the client has communication functions, such as sending and receiving communication messages, and the types of the communication messages include, but are not limited to: text, expression, picture, voice, video, application invitation; the first client and the second client are the same and are only distinguished for convenience of description, and the clients are not limited to a certain client, and the clients with the communication function are applicable to the present application, for example, the first client and the second client may be both the client a and the client B, and so on.
Further, the first terminal and the second terminal may be the same terminal or may be different terminals, and the present application is applicable to terminals having the following features:
(1) In a hardware system, the device includes a central processing unit, a memory, an input unit, and an output unit, that is, the device is often a microcomputer device having a communication function. In addition, there may be various input modes such as a keyboard, a mouse, a touch panel, a microphone, a camera, and the like, and the input may be adjusted as necessary. Meanwhile, the equipment often has various output modes, such as a receiver, a display screen and the like, and can be adjusted according to the needs;
(2) On a software architecture, the device must be provided with an operating system, such as Windows Mobile, symbian, palm, android, iOS, etc. Meanwhile, the operating systems are more and more open, and personalized application programs developed based on the open operating system platforms are layered endlessly, such as an address book, a calendar, a notepad, a calculator, various games and the like, so that the demands of personalized users are met to a great extent;
(3) In terms of communication capability, the device has flexible access mode and high-bandwidth communication performance, and can automatically adjust the selected communication mode according to the selected service and the environment, thereby facilitating the use of users. The device can support GSM (Global System for Mobile Communication, global System for Mobile communications), WCDMA (Wideband Code Division Multiple Access ), CDMA2000 (Code Division Multiple Access, code Division multiple Access), TDSCDMA (Time Division-Synchronous Code Division Multiple Access, time Division synchronous code Division multiple Access), wi-Fi (Wireless Fidelity), wiMAX (Worldwide Interoperability for Microwave Access ), etc., thereby adapting to various system networks, supporting not only voice services, but also various Wireless data services;
(4) In terms of functional use, the device is more focused on humanization, individualization and multifunctionality. With the development of computer technology, the device enters a mode of 'centering on people' from a mode of 'centering on the device', and embedded computing, control technology, artificial intelligence technology, biological authentication technology and the like are integrated, so that the aim of people is fully embodied. Due to the development of software technology, the device can adjust the settings according to personal needs, and is more personalized. Meanwhile, the device integrates a plurality of software and hardware, and the functions are more and more powerful.
In practical application, when a first user communicates with a second user, the first client side provides a communication page a for the first user, the second client side also provides a communication page B for the second user, and when the server detects that data interaction exists between the communication page a and the communication page B, the first client side and the second client side are indicated to communicate, and at this time, the server acquires first user data of the first user and second user data of the second user. The user data comprises a user identifier, each application program running based on the user identifier, the running time, the running frequency and the like of each application program, and the first user data is different from the second user data in specific data, such as different user identifiers, and the types of the data are the same.
In a preferred embodiment of the present invention, the step of obtaining first user data corresponding to the first client includes:
acquiring a first user identifier, each application program identifier operated based on the first user identifier, and the operating frequency of each application program in a preset time period;
generating a first application program sequence table based on M application programs with highest running frequency; wherein M is a positive integer;
and taking the first user identification and the first application program sequence table as first user data.
Specifically, after the server obtains the first user data, the server counts the running frequency of each application program in a preset time period (for example, 5 days and 10 days), and then selects M application programs (for example, 3 application programs and 5 application programs) with the highest running frequency to generate a first application program sequence table. For example, the first user data acquired by the server comprises 12 application programs, and then 5 application programs with highest running frequency within 10 days are selected to generate a first application program sequence table; wherein M is a positive integer.
The step of obtaining the second user data corresponding to the second client comprises the following steps:
acquiring a second user identifier, each application program identifier operated based on the second user identifier, and the operating frequency of each application program in a preset time period;
Generating a second application program list based on N application programs with highest running frequencies; wherein N is a positive integer;
and taking the second user identification and the second application program list as second user data.
Specifically, after the server obtains the second user data, the server counts the running frequency of each application program in a preset time period (for example, 5 days and 10 days), and then picks out N application programs (for example, 3 application programs and 5 application programs) with the highest running frequency to generate a second application program list. For example, the second user data acquired by the server includes 12 application programs, and then 5 application programs with highest running frequency within 10 days are selected to generate a second application program list; wherein N is a positive integer.
It should be noted that, in this practical application, the server may send a user data request to the first terminal and the second terminal, so as to obtain the first user data and the second user data, or when the first user and the second user establish communication, the first terminal and the second terminal may send the first user data and the second user data to the server respectively, which may, of course, also be other manners, and those skilled in the art may set the foregoing according to the practical situation.
Step S102, judging whether the first user data and the second user data have the same data item or not;
in a preferred embodiment of the present invention, the step of determining whether the first user data and the second user data have the same data item comprises:
judging whether the first application program sequence table and the second application program list comprise the same application program identification;
if so, the first user data and the second user data are judged to have the same data item.
Specifically, after the server acquires the first user data and the second user data, the server compares the first application program sequence list in the first user data with the second application program list in the second user data, detects whether the same application program exists, namely, detects whether the same application program identifier exists, and if so, the server indicates that the first user data and the second user data exist the same data item.
Step S103, if yes, the data item is sent to the first client and the second client, so that the first client and the second client display the data item.
Specifically, the server sends the application program identifiers corresponding to the same data items to the first client and the second client respectively, the first client displays the data items on the corresponding communication pages, and the second client also displays the data items on the corresponding communication pages.
In a preferred embodiment of the application, the method further comprises:
if the number of the data items is smaller than the display number threshold, calculating a difference value T between the display number threshold and the number of the data items;
acquiring T application program identifications from the first application program sequence table, generating a third application program list based on the T application program identifications and the data items, acquiring T application program identifications from the second application program list, and generating a fourth application program list based on the T application program identifications and the data items; wherein T < M, T < N, and T is a positive integer;
and sending the third application program list to a second client side so that the second client side displays the third application program list, and simultaneously sending the fourth application program list to a first client side so that the first client side displays the fourth application program list.
Of course, the method of sending the third application program list to the first client so that the first client reveals the third application program list, and simultaneously sending the fourth application program list to the second client so that the second client reveals the fourth application program list is also applicable to the application, and can be adjusted according to actual requirements by those skilled in the art.
In practical applications, the communication page may be set to display a certain number of application programs, such as 4, but the number of data items is not 4, that is, the number of application programs actually displayed is smaller than the preset number of application programs displayed, and if the number of data items is smaller than the threshold value of the number of display, the server may supplement from the non-coincident application programs of the current user and then send the data items to the opposite user.
Specifically, the server may first calculate the difference T between the data item and the preset display number threshold, then obtain, from the first application program sequence table, the application program identifier with the highest running frequency T, and generate the third application program list by using the data item and the T application program identifiers, and simultaneously, generate, from the second application program list, the application program identifier with the highest running frequency T, and using the data item and the T application program identifiers, generate the fourth application program list, and then send the third application program list to the second client, and send the fourth application program list to the first client, where the second client displays the third application program list, and the first user sees the application program that is not operated by the first user (the application program that is operated by the first user and the second user), and the second user sees the application program that is not operated by the first user. Wherein T < M, T < N, and T is a positive integer.
Taking a game as an example, when a first user and a second user are communicating, the server acquires the first user data and the second user data, if the first user and the second user play the same four games, the server sends the four games to the first client and the second client respectively, and the communication page A of the first client and the communication page B of the second client respectively show the four games, as shown in fig. 2.
If the number of the application programs actually displayed is larger than the preset number of the application programs displayed, the application programs with the threshold value of the display number can be continuously selected from the data items according to the operation frequency.
If the number of presentations threshold is not preset, it is sufficient to present the data item directly.
If the same data items are not available, the first client and the second client may not be presented, or the second application list may be presented in the first client, and the first application list may be presented in the second client, or of course, other manners may be provided, which may be set by those skilled in the art according to the actual situation, and the present application is not limited thereto.
In the embodiment of the invention, when the server detects the first client and communicates with the second client, the first user data corresponding to the first client is acquired, the second user data corresponding to the second client is acquired, whether the first user data and the second user data have the same data item or not is judged, if yes, the data item is respectively sent to the first client and the second client, so that the first client and the second client display the data item. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
In one embodiment, a recommendation method for an application program is provided, as shown in fig. 3, and the method includes:
step S301, when an instruction for opening a first communication page is received, the first communication page is generated and displayed; the first communication page is a current communication page when the first client communicates with the second client;
specifically, the first terminal may have a first client installed therein, and the first user may log on to the first client. When the first user needs to communicate with the second user, the first user can click on the name of the second user in a friend list of the first client, or find the name of the second user in a searching mode, and click on the name of the second user, the clicking action of the user is to send an instruction for opening the first communication page to the first terminal, at this time, the first terminal sends a command for generating the first communication page to the first client, the first client generates the first communication page according to the command and displays the generated first communication page to the first user, and the first user can communicate with the second page on the page.
Step S302, receiving a data item sent by a server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client;
in the process of the communication between the first user and the second user, the server may send a data item to the first user, where the data item is the same data item in the first user data and the second user data acquired by the server, and specific reference may be made to step S101 to step S103, which are not described herein in detail.
Step S303, the data item is displayed in the first communication page.
After the first client receives the data item sent by the server, the first client can display the data item in the current communication page.
If the user clicks any application program in the data item, the first terminal may open the corresponding application program and jump to the application program from the current communication page of the first client.
The principle of the second client presenting the data item is similar to that of the first client presenting the data item, and the embodiment of the present invention will not be described herein.
In the embodiment of the application, when a first client receives an instruction for opening a first communication page, the first communication page is generated and displayed; the first communication page is a current communication page when the first client communicates with the second client; receiving the data item sent by the server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client; and presenting the data item in the first communication page. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
Fig. 4 is a schematic structural diagram of an application recommendation device according to another embodiment of the present application, as shown in fig. 4, where the device of this embodiment is applied to a server, the device may include:
a detection module 401, configured to detect a first client, and communicate with a second client;
an obtaining module 402, configured to obtain first user data corresponding to the first client, and obtain second user data corresponding to the second client;
A determining module 403, configured to determine whether the first user data and the second user data have the same data item;
and the sending module 404 is configured to send the data item to the first client and the second client, so that the first client and the second client display the data item.
In a preferred embodiment of the present invention, the acquisition module includes:
the data acquisition sub-module is used for acquiring a first user identifier, each application program identifier operated based on the first user identifier and the operating frequency of each application program in a preset time period;
the application program list generation sub-module is used for generating a first application program sequence list based on M application programs with highest running frequencies; wherein M is a positive integer;
and the determining submodule is used for taking the first user identifier and the first application program sequence table as the first user data.
In a preferred embodiment of the present invention,
the data acquisition sub-module is further used for acquiring a second user identifier, each application program identifier operated based on the second user identifier and the operation frequency of each application program in a preset time period;
The application program list generation submodule is further used for generating a second application program list based on N application programs with highest running frequencies; wherein N is a positive integer;
the determining submodule is further used for taking the second user identifier and the second application program list as the second user data.
In a preferred embodiment of the present invention, the judging module includes:
the application program identifier matching sub-module is used for judging whether the first application program sequence table and the second application program list comprise the same application program identifier;
and the judging sub-module is used for judging that the first user data and the second user data have the same data item.
In a preferred embodiment of the invention, the device further comprises:
the calculating module is used for calculating a difference value T between the display quantity threshold and the quantity of the data items when the quantity of the data items is smaller than the display quantity threshold;
the calling module is used for calling the data acquisition sub-module, acquiring T application program identifiers from the first application program sequence list, and acquiring T application program identifiers from the second application program list;
the calling module is further used for calling an application program list generator to generate a third application program list based on the T application program identifiers and the data items, and simultaneously, generating a fourth application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
The sending module is further configured to send the third application program list to a second client, so that the second client reveals the third application program list, and simultaneously send the fourth application program list to the first client, so that the first client reveals the fourth application program list.
The application recommendation device of the present embodiment may execute the application recommendation method shown in the first embodiment of the present application, and its implementation principle is similar, and will not be described here again.
Fig. 5 is a schematic structural diagram of an application recommendation device according to another embodiment of the present application, as shown in fig. 5, where the device of this embodiment is applied to a first terminal, the device may include:
a first receiving module 501, configured to receive an instruction to open a first communication page;
a first generating module 502, configured to generate the first communication page; the first communication page is a current communication page when the first client communicates with the second client;
a first presenting module 503, configured to present the first communication page;
a second receiving module 504, configured to receive a data item sent by the server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client;
The first display module is further configured to display the data item in the first communication page.
In a preferred embodiment of the application, the device further comprises:
the first starting module is used for opening any application program in the data item when receiving an instruction for opening the application program;
and the first jumping module is used for jumping from the first communication page to the application program.
The application recommendation device of the present embodiment may execute the application recommendation method shown in the first embodiment of the present application, and its implementation principle is similar, and will not be described here again.
In still another embodiment of the present application, there is provided an electronic apparatus including: a memory and a processor; at least one program stored in the memory for execution by the processor, which, when executed by the processor, performs: when the server detects the first client and communicates with the second client, first user data corresponding to the first client is obtained, second user data corresponding to the second client is obtained, whether the first user data and the second user data have the same data item or not is judged, if yes, the data item is respectively sent to the first client and the second client, and accordingly the first client and the second client display the data item. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
In an alternative embodiment, an electronic device is provided, as shown in fig. 6, and an electronic device 6000 shown in fig. 6 includes: a processor 6001 and a memory 6003. In which a processor 6001 is coupled to a memory 6003, such as via a bus 6002. Optionally, the electronic device 6000 may also include a transceiver 6004. It should be noted that, in practical applications, the transceiver 6004 is not limited to one, and the structure of the electronic device 6000 is not limited to the embodiment of the present application.
The processor 6001 may be a CPU, general purpose processor, DSP, ASIC, FPGA or other programmable logic device, transistor logic device, hardware component, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules and circuits described in connection with this disclosure. The processor 6001 may also be a combination that performs computing functions, e.g., including one or more microprocessors, a combination of a DSP and a microprocessor, and the like.
Bus 6002 may include a path to transfer information between the aforementioned components. Bus 6002 may be a PCI bus or an EISA bus, among others. The bus 6002 may be divided into an address bus, a data bus, a control bus, and the like. For ease of illustration, only one thick line is shown in fig. 6, but not only one bus or one type of bus.
The memory 6003 may be, but is not limited to, ROM or other type of static storage device, RAM or other type of dynamic storage device, which can store static information and instructions, EEPROM, CD-ROM or other optical disk storage, optical disk storage (including compact disk, laser disk, optical disk, digital versatile disk, blu-ray disc, etc.), magnetic disk storage or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer.
The memory 6003 is used for storing application program codes for executing the scheme of the present application, and execution is controlled by the processor 6001. The processor 6001 is operative to execute application code stored in the memory 6003 to implement what is shown in any of the method embodiments described previously.
Among them, electronic devices include, but are not limited to: mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and stationary terminals such as digital TVs, desktop computers, and the like.
In still another embodiment of the present application, there is provided an electronic apparatus including: a memory and a processor; at least one program stored in the memory for execution by the processor, which, when executed by the processor, performs: when a first client receives an instruction for opening a first communication page, generating and displaying the first communication page; the first communication page is a current communication page when the first client communicates with the second client; receiving the data item sent by the server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client; and presenting the data item in the first communication page. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
In an alternative embodiment, an electronic device is provided, as shown in fig. 7, the electronic device 7000 shown in fig. 7 includes: a processor 7001 and a memory 7003. The processor 7001 is connected to a memory 7003, for example, via a bus 7002. Optionally, the electronic device 7000 may also include a transceiver 7004. It should be noted that, in practical applications, the transceiver 7004 is not limited to one, and the structure of the electronic device 7000 is not limited to the embodiment of the present application.
The processor 7001 may be a CPU, general purpose processor, DSP, ASIC, FPGA or other programmable logic device, transistor logic device, hardware component, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules and circuits described in connection with this disclosure. The processor 7001 may also be a combination implementing a computing function, e.g. comprising one or more microprocessors, a combination of a DSP and a microprocessor, etc.
Bus 7002 may include a path to transfer information between the aforementioned components. Bus 7002 may be a PCI bus or an EISA bus, or the like. The bus 7002 may be classified into an address bus, a data bus, a control bus, and the like. For ease of illustration, only one thick line is shown in fig. 7, but not only one bus or one type of bus.
The memory 7003 may be a ROM or other type of static storage device that can store static information and instructions, a RAM or other type of dynamic storage device that can store information and instructions, but is not limited to EEPROM, CD-ROM or other optical disk storage, optical disk storage (including compact disks, laser disks, optical disks, digital versatile disks, blu-ray disks, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer.
The memory 7003 is used for storing application program codes for executing the inventive arrangements and is controlled to be executed by the processor 7001. The processor 7001 is used to execute application code stored in the memory 7003 to implement what is shown in any of the method embodiments described previously.
Among them, electronic devices include, but are not limited to: mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and stationary terminals such as digital TVs, desktop computers, and the like.
Yet another embodiment of the present application provides a computer-readable storage medium having stored thereon a computer program which, when run on a computer, causes the computer to perform the corresponding ones of the foregoing method embodiments. Compared with the prior art, when the server detects the first client and communicates with the second client, the server acquires the first user data corresponding to the first client, acquires the second user data corresponding to the second client, judges whether the first user data and the second user data have the same data item, and if yes, sends the data item to the first client and the second client respectively, so that the first client and the second client display the data item. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
Yet another embodiment of the present application provides a computer-readable storage medium having stored thereon a computer program which, when run on a computer, causes the computer to perform the corresponding ones of the foregoing method embodiments. Compared with the prior art, when the first client receives an instruction for opening the first communication page, the first communication page is generated and displayed; the first communication page is a current communication page when the first client communicates with the second client; receiving the data item sent by the server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client; and presenting the data item in the first communication page. Thus, the first user and the second user can see the application programs which are liked by both sides together, so that the communication between both sides is promoted, the distance between both sides is shortened, and especially, the user experience is improved under the condition that both sides communicate for the first time.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited in order and may be performed in other orders, unless explicitly stated herein. Moreover, at least some of the steps in the flowcharts of the figures may include a plurality of sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, the order of their execution not necessarily being sequential, but may be performed in turn or alternately with other steps or at least a portion of the other steps or stages.
The foregoing is only a partial embodiment of the present invention, and it should be noted that it will be apparent to those skilled in the art that modifications and adaptations can be made without departing from the principles of the present invention, and such modifications and adaptations are intended to be comprehended within the scope of the present invention.
Claims (12)
1. A recommendation method for an application program, comprising:
when a server detects a first client and communicates with a second client, acquiring first user data corresponding to the first client and second user data corresponding to the second client;
judging whether the first user data and the second user data have the same data item or not;
if yes, the data item is sent to the first client side and the second client side respectively, so that the first client side and the second client side display the data item;
the step of obtaining the first user data corresponding to the first client includes:
acquiring a first user identifier, each application program identifier operated based on the first user identifier, and the operating frequency of each application program in a preset time period;
generating a first application program sequence table based on M application programs with highest running frequency; wherein M is a positive integer;
Taking the first user identifier and the first application program sequence table as the first user data;
the step of obtaining the second user data corresponding to the second client comprises the following steps:
acquiring a second user identifier, each application program identifier operated based on the second user identifier, and the operating frequency of each application program in a preset time period;
generating a second application program list based on N application programs with highest running frequencies; wherein N is a positive integer;
and taking the second user identification and the second application program list as the second user data.
2. The application recommendation method according to claim 1, wherein the step of determining whether the first user data and the second user data have the same data item comprises:
judging whether the first application program sequence table and the second application program list comprise the same application program identification;
if so, the first user data and the second user data are judged to have the same data item.
3. The application recommendation method according to claim 1, wherein the method further comprises:
if the number of the data items is smaller than the display number threshold, calculating a difference value T between the display number threshold and the number of the data items;
Acquiring T application program identifiers from the first application program sequence table, and generating a third application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
and sending the third application program list to the second client so that the second client can display the third application program list.
4. The application recommendation method according to claim 1, wherein the method further comprises:
if the number of the data items is smaller than the display number threshold, calculating a difference value T between the display number threshold and the number of the data items;
acquiring T application program identifiers from the second application program list, and generating a fourth application program list based on the T application program identifiers and the data items; wherein T < M, T < N, and T is a positive integer;
and sending the fourth application program list to the first client so that the first client can display the fourth application program list.
5. A recommendation method for an application program, comprising:
when an instruction for opening a first communication page is received, the first communication page is generated and displayed; the first communication page is a current communication page when the first client communicates with the second client;
Receiving a data item sent by a server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client;
presenting the data item in the first communication page;
the first user data comprises a first user identifier and a first application program sequence table, the first application program sequence table is generated based on M application programs with highest running frequency, and the M application programs with the highest running frequency are application programs running based on the first user identifier; wherein M is a positive integer;
the second user data comprises a second user identifier and a second application program list, the second application program list is generated based on N application programs with highest operation frequency, and the N application programs with the highest operation frequency are application programs operated based on the second user identifier; wherein N is a positive integer.
6. The application recommendation method according to claim 5, further comprising:
when an instruction for opening any application program in the data item is received, opening the application program;
And jumping to the application program from the first communication page.
7. An application recommendation device, comprising:
the detection module is used for detecting the first client and communicating with the second client;
the acquisition module is used for acquiring first user data corresponding to the first client and acquiring second user data corresponding to the second client;
the judging module is used for judging whether the first user data and the second user data have the same data item or not;
the sending module is used for respectively sending the data items to the first client and the second client so that the first client and the second client can display the data items;
the acquisition module is specifically configured to:
acquiring a first user identifier, each application program identifier operated based on the first user identifier, and the operating frequency of each application program in a preset time period;
generating a first application program sequence table based on M application programs with highest running frequency; wherein M is a positive integer;
taking the first user identifier and the first application program sequence table as the first user data;
the acquisition module is specifically configured to:
Acquiring a second user identifier, each application program identifier operated based on the second user identifier, and the operating frequency of each application program in a preset time period;
generating a second application program list based on N application programs with highest running frequencies; wherein N is a positive integer;
and taking the second user identification and the second application program list as the second user data.
8. An application recommendation device, comprising:
the first receiving module is used for receiving an instruction for opening a first communication page;
the first generation module is used for generating the first communication page; the first communication page is a current communication page when the first client communicates with the second client;
the first display module is used for displaying the first communication page;
the second receiving module is used for receiving the data item sent by the server; the data items are the same data items in the first user data and the second user data acquired by the server, the first user has a corresponding relation with the first client, and the second user has a corresponding relation with the second client;
the first display module is further configured to display the data item in the first communication page;
The first user data comprises a first user identifier and a first application program sequence table, the first application program sequence table is generated based on M application programs with highest running frequency, and the M application programs with the highest running frequency are application programs running based on the first user identifier; wherein M is a positive integer;
the second user data comprises a second user identifier and a second application program list, the second application program list is generated based on N application programs with highest operation frequency, and the N application programs with the highest operation frequency are application programs operated based on the second user identifier; wherein N is a positive integer.
9. An electronic device, comprising:
a processor, a memory, and a bus;
the bus is used for connecting the processor and the memory;
the memory is used for storing operation instructions;
the processor is configured to execute the recommended method of the application program according to any one of claims 1 to 4 by calling the operation instruction.
10. An electronic device, comprising:
a processor, a memory, and a bus;
the bus is used for connecting the processor and the memory;
The memory is used for storing operation instructions;
the processor is configured to execute the recommended method of the application program according to any one of the preceding claims 5-6 by calling the operation instruction.
11. A computer readable storage medium for storing computer instructions which, when run on a computer, cause the computer to perform the recommendation method for an application according to any of the preceding claims 1 to 4.
12. A computer readable storage medium for storing computer instructions which, when run on a computer, cause the computer to perform the recommendation method for an application according to any of the preceding claims 5 to 6.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910168735.8A CN111666483B (en) | 2019-03-06 | 2019-03-06 | Application program recommendation method and device, electronic equipment and readable storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910168735.8A CN111666483B (en) | 2019-03-06 | 2019-03-06 | Application program recommendation method and device, electronic equipment and readable storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111666483A CN111666483A (en) | 2020-09-15 |
| CN111666483B true CN111666483B (en) | 2023-09-22 |
Family
ID=72381299
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910168735.8A Active CN111666483B (en) | 2019-03-06 | 2019-03-06 | Application program recommendation method and device, electronic equipment and readable storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111666483B (en) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104239523A (en) * | 2014-09-17 | 2014-12-24 | 北京金山安全软件有限公司 | Recommendation method and device for application program and mobile terminal |
| CN105630977A (en) * | 2015-12-25 | 2016-06-01 | 腾讯科技（深圳）有限公司 | Application recommending method, device and system |
| CN106101982A (en) * | 2016-05-27 | 2016-11-09 | 广东小天才科技有限公司 | A kind of application program method for down loading and system |
| WO2018081966A1 (en) * | 2016-11-03 | 2018-05-11 | 华为技术有限公司 | User association method, terminal and server |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9519728B2 (en) * | 2009-12-04 | 2016-12-13 | Time Warner Cable Enterprises Llc | Apparatus and methods for monitoring and optimizing delivery of content in a network |
| US20170097743A1 (en) * | 2015-10-05 | 2017-04-06 | Quixey, Inc. | Recommending Applications |
-
2019
- 2019-03-06 CN CN201910168735.8A patent/CN111666483B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104239523A (en) * | 2014-09-17 | 2014-12-24 | 北京金山安全软件有限公司 | Recommendation method and device for application program and mobile terminal |
| CN105630977A (en) * | 2015-12-25 | 2016-06-01 | 腾讯科技（深圳）有限公司 | Application recommending method, device and system |
| CN106101982A (en) * | 2016-05-27 | 2016-11-09 | 广东小天才科技有限公司 | A kind of application program method for down loading and system |
| WO2018081966A1 (en) * | 2016-11-03 | 2018-05-11 | 华为技术有限公司 | User association method, terminal and server |
Non-Patent Citations (3)
| Title |
|---|
| A decision support system for application migration to the Cloud;Zhe Song 等;《Institute of Architecture of Application Systems University of Stuttgart》;第15-47页 * |
| 基于关联规则的个性化推荐系统研究与应用;刘华;《万方学术》;第2-4章 * |
| 张祖平 等.基于深度学习的用户行为推荐方法研究.《计算机工程与应用》.2018,第第55卷卷(第第4期期),第142-147+158页. * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111666483A (en) | 2020-09-15 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105787077B (en) | Data synchronization method and device | |
| US11356498B2 (en) | Method and a device for sharing a hosted application | |
| US20170264572A1 (en) | Smart automatic composition of short messaging responses | |
| CN105183513A (en) | Application recommendation method and apparatus | |
| CN109726390B (en) | Document processing method, device, electronic equipment and storage medium | |
| CN112241397B (en) | Sharing method and device of multimedia files, electronic equipment and readable storage medium | |
| CN112286887A (en) | File sharing method and device and electronic equipment | |
| CN104639426A (en) | Method and device for adding group members | |
| CN112138376A (en) | Cloud game archiving method and device and electronic equipment | |
| CN110647827A (en) | Comment information processing method and device, electronic equipment and storage medium | |
| CN111246301A (en) | Video playing method and device, electronic equipment and computer readable storage medium | |
| CN108197210B (en) | User interactive reading method based on friend relationship and computing equipment | |
| US20090276412A1 (en) | Method, apparatus, and computer program product for providing usage analysis | |
| CN111160029B (en) | Information processing method and device, electronic equipment and computer readable storage medium | |
| CN108574878B (en) | Data interaction method and device | |
| CN110609966A (en) | Page display method, device and equipment | |
| CN105872767A (en) | Method and apparatus for guiding sharing based on user behaviors | |
| CN112165390B (en) | Information processing method and device, electronic equipment and computer readable storage medium | |
| CN107508745B (en) | Prompting message associated input method and device and computing equipment | |
| US10133408B2 (en) | Method, system and computer program product | |
| CN113032339B (en) | Image processing method, device, electronic equipment and computer readable storage medium | |
| CN110109597B (en) | Singing list switching method, device, system, terminal and storage medium | |
| CN109995543B (en) | Method and apparatus for adding group members | |
| CN111741350A (en) | File display method and device, electronic equipment and computer readable storage medium | |
| CN111666483B (en) | Application program recommendation method and device, electronic equipment and readable storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |