CN111629236B - Friend relationship establishing method, device, equipment and computer readable storage medium - Google Patents
Friend relationship establishing method, device, equipment and computer readable storage medium Download PDFInfo
- Publication number
- CN111629236B CN111629236B CN202010514993.XA CN202010514993A CN111629236B CN 111629236 B CN111629236 B CN 111629236B CN 202010514993 A CN202010514993 A CN 202010514993A CN 111629236 B CN111629236 B CN 111629236B
- Authority
- CN
- China
- Prior art keywords
- users
- audience
- user
- viewer
- live
- 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
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
- H04N21/25891—Management of end-user data being end-user preferences
Abstract
The application discloses a method, a device and equipment for establishing a friend relationship and a computer readable storage medium, and belongs to the technical field of videos. The method determines a plurality of third audience users with similar watching interests from the plurality of second audience users based on the watching behavior information of the plurality of second audience users, directly establishes the friend relationship among the plurality of third audience users, and does not need the third audience users to perform any operation of adding friends.
Description
Technical Field
The present application relates to the field of video technologies, and in particular, to a method, an apparatus, a device, and a computer-readable storage medium for establishing a friend relationship.
Background
With the development of network technology, more and more audience users watch live videos of live users in a live broadcast room, in order to enable the audience users to find like-minded friends in the live broadcast watching process, a live broadcast flat platform can determine a plurality of audience users with similar watching interests according to the watching records of the live broadcast watched by the audience users, and mutually recommend the audience users with the similar watching interests, so that the audience users can add the audiences with the similar watching interests as friends.
Because the network live broadcast platform only considers the watching interest of the audience users in the process of recommending the friends to the audience users, the audience users may suspect the identities of the recommended audience users when facing the audience users recommended by the network live broadcast platform, so that the audience users may not add the audience users recommended by the network live broadcast platform, and the friend adding success rate is low.
Disclosure of Invention
The application provides a method, a device and equipment for establishing a friend relationship and a computer readable storage medium, which can solve the problem of low success rate of friend addition. The technical scheme is as follows:
in a first aspect, a buddy relationship establishment is provided, where the method includes:
obtaining a trustworthiness of a plurality of first audience users, the trustworthiness being indicative of a trustworthiness of the audience users;
for a plurality of second audience users with the credibility being greater than or equal to the target credibility, determining a plurality of third audience users with similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, wherein the viewing behavior information is used for indicating the viewing behaviors of the audience users for viewing live videos;
and establishing friend relationships among the plurality of third audience users.
Optionally, the obtaining the trustworthiness of the plurality of first viewer users comprises:
determining the credibility of the plurality of first audience users based on the target behaviors indicated by the target behavior information of the plurality of first audience users.
Optionally, the target behavior information of a first viewer user comprises at least one of:
an average spending amount of the first viewer user on a video client served by the server;
a total login duration for the first viewer user to login to the video client;
a total number of times the first audience user participated in the activity published by the server;
a total number of utterances by the first spectator user while viewing the live video on the video client.
Optionally, before obtaining the trustworthiness of the plurality of first viewer users, the method further comprises:
the method comprises the steps of obtaining watching behavior information of a plurality of fourth audience users, wherein the watching behavior information is used for indicating watching behaviors of the audience users when the audience users watch live videos;
and determining a plurality of audience users with watching behaviors meeting a first target condition in the plurality of fourth audiences as the plurality of first audience users based on the watching behavior information of the plurality of fourth audience users.
Optionally, the viewing behavior information of a fourth viewer user comprises at least one of:
a user identification of a live user to which the fourth viewer user is interested;
the total value of the virtual resources given away by the fourth audience user to the live broadcast user in the first time period, and the user identification of the live broadcast user who accepts the virtual resources given away by the audience user in the first time period;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period, and the user identification of the live user who live broadcasts the plurality of live videos.
Optionally, the first target condition comprises at least one of:
the total amount of virtual gifts gifted by the fourth audience user to the live user in the first time period is greater than or equal to a first amount;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period is greater than or equal to the first duration.
Optionally, the determining, from the plurality of second viewer users, a plurality of third viewer users having similar viewing interests based on the viewing behavior information of the plurality of second viewer users comprises:
and determining a plurality of second audience users having the same viewing behavior and all meeting a second target condition as the plurality of three audience users.
Optionally, the same viewing behavior comprises the at least one item:
the plurality of second viewer users have live users of common interest;
the plurality of second viewer users each present a virtual gift to a co-interested live user;
the plurality of second viewer users each have viewed live video of a live user of common interest.
Optionally, the second target condition comprises at least one of:
the number of live users commonly attended by the plurality of second viewer users is greater than or equal to a target number;
the total amount of the virtual gifts given by the plurality of second audience users to the commonly concerned live users is greater than or equal to a second amount;
the total duration of the live videos of the live users who pay attention to the common audience users is larger than or equal to a second duration.
In a second aspect, an apparatus for establishing a buddy relationship is provided, the apparatus comprising:
a first obtaining module, configured to obtain a trustworthiness of a plurality of first audience users, where the trustworthiness is used to indicate a trustworthiness of the audience users;
a first determining module, configured to determine, for a plurality of second audience users of the plurality of first audience users whose credibility is greater than or equal to the target credibility, a plurality of third audience users having similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, where the viewing behavior information is used to indicate viewing behaviors of the audience users viewing live videos;
and the establishing module is used for establishing friend relationships among the plurality of third audience users.
Optionally, the first obtaining module is configured to:
determining the credibility of the plurality of first audience users based on the target behaviors indicated by the target behavior information of the plurality of first audience users.
Optionally, the target behavior information of a first viewer user comprises at least one of:
an average spending amount of the first viewer user on a video client served by the server;
a total login duration for the first viewer user to login to the video client;
a total number of times the first audience user participated in the activity published by the server;
a total number of utterances by the first spectator user while viewing the live video on the video client.
Optionally, the apparatus further comprises:
the second acquisition module is used for acquiring the watching behavior information of a plurality of fourth audience users, and the watching behavior information is used for indicating the watching behavior of the audience users when watching the live video;
and the second determining module is used for determining a plurality of audience users with watching behaviors meeting the first target condition in the plurality of fourth audiences as the plurality of first audience users based on the watching behavior information of the plurality of fourth audience users.
Optionally, the viewing behavior information of a fourth viewer user comprises at least one of:
a user identification of a live user to which the fourth viewer user is interested;
the total value of the virtual resources given away by the fourth audience user to the live broadcast user in the first time period, and the user identification of the live broadcast user who accepts the virtual resources given away by the audience user in the first time period;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period, and the user identification of the live user who live broadcasts the plurality of live videos.
Optionally, the first target condition comprises at least one of:
the total amount of virtual gifts gifted by the fourth audience user to the live user in the first time period is greater than or equal to a first amount;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period is greater than or equal to the first duration.
Optionally, the first determining module is configured to:
and determining a plurality of second audience users having the same viewing behavior and all meeting a second target condition as the plurality of three audience users.
Optionally, the same viewing behavior comprises the at least one item:
the plurality of second viewer users have live users of common interest;
the plurality of second viewer users each present a virtual gift to a co-interested live user;
the plurality of second viewer users each have viewed live video of a live user of common interest.
Optionally, the second target condition comprises at least one of:
the number of live users commonly attended by the plurality of second viewer users is greater than or equal to a target number;
the total amount of the virtual gifts given by the plurality of second audience users to the commonly concerned live users is greater than or equal to a second amount;
the total duration of the live videos of the live users who pay attention to the common audience users is larger than or equal to a second duration.
In a third aspect, an electronic device is provided, where the electronic device includes a processor and a memory, where the memory stores at least one instruction, and the instruction is loaded and executed by the processor to implement the operations performed by the foregoing buddy relationship establishing method.
In a fourth aspect, a computer-readable storage medium is provided, in which at least one instruction is stored, and the instruction is loaded and executed by a processor to implement the operations performed by the above friend relationship establishing method.
In a fifth aspect, a computer program product is provided, which includes one or more instructions executable by a processor of a server to perform the method steps of any of the friend relationship establishing methods of the first aspect, where the method steps may include:
obtaining a trustworthiness of a plurality of first audience users, the trustworthiness being indicative of a trustworthiness of the audience users;
for a plurality of second audience users with the credibility being greater than or equal to the target credibility, determining a plurality of third audience users with similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, wherein the viewing behavior information is used for indicating the viewing behaviors of the audience users for viewing live videos;
and establishing friend relationships among the plurality of third audience users.
The technical scheme provided by the embodiment of the application has the following beneficial effects: the method comprises the steps of determining a plurality of third audience users with similar watching interests from the plurality of second audience users based on the watching behavior information of the plurality of second audience users, directly establishing friend relationships among the plurality of third audience users, and not needing the third audience users to perform any operation of adding friends.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic diagram of a friend relationship establishing system according to an embodiment of the present application;
fig. 2 is a flowchart of a method for establishing a friend relationship according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present application;
fig. 4 is a schematic structural diagram of a friend relationship establishing apparatus according to an embodiment of the present application.
Detailed Description
To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.
Fig. 1 is a schematic diagram of a buddy relationship establishing system according to an embodiment of the present application, and referring to fig. 1, the buddy relationship establishing system 100 may include at least one terminal 101 and a server 102. Among them, the terminal 101 may be installed with a video client, and the video client is used for playing videos, such as live videos, movies, and television shows in a live broadcast room. The audience user can log in the video client through the user account and watch the video in the video client. The video watched by the audience user in the video client can be live video which is live in a live broadcast room by a live user, or can also be non-real-time video uploaded by the live user, or can also be some network video such as movies, television shows and the like. The audience users can also pay attention to the favorite live users through the video client. During viewing of the live video, the audience user may also present virtual gifts, such as flowers, airplanes, etc., to the live user. The viewer user may also refer to activities published by the server 102 via the video client, such as watching a video for at least 15 seconds, opening members, etc. For any user account of the login video client, the data display interface of the video client can also display the time length for which the audience user corresponding to the user account pays attention to the live users, gives a virtual gift to the live users, watches videos and the like. The terminal 101 may be a portable mobile terminal, such as: a smart phone, a tablet computer, an MP3 player (Moving Picture Experts Group Audio Layer III, motion video Experts compression standard Audio Layer 3), an MP4 player (Moving Picture Experts Group Audio Layer IV, motion video Experts compression standard Audio Layer 4), a notebook computer, or a desktop computer.
The server 102 is configured to provide video services, such as a video playing service, a video publishing service, a video recommending service, and the like, for the video client installed on the terminal 101. The server 102 is further configured to collect viewing behavior information of each viewer when viewing a live video using the video client, and screen a plurality of viewer users with high reliability from the plurality of viewer users according to the viewing behavior of each viewer user for viewing the live video indicated by the viewing behavior information of each viewer user. For the plurality of audience users with higher credibility, the server 102 is further configured to determine the plurality of audience users with similar viewing interests based on the viewing behaviors indicated by the viewing behavior information of the plurality of audience users with higher credibility, and establish the friend relationships among the plurality of audience users with similar viewing interests, so that the credibility of the audience users in the friend relationships established by the server 102 is high, the audience users in the established friend relationships have similar viewing interests, and the like-minded friends can be added trustingly and intelligently without any operation performed by the audience users, thereby improving the success rate of adding friends.
For any viewer user, the server 102 is further configured to bind the user account of the viewer user with a login record list, a viewing record list, an attention record list, a presentation record list, a talk record list, a participation record list, and a friend list of the viewer user, where the login record list is used to store login records of each login of the user account to the video client, and one login record may include a login time, a logoff time, and a login duration. The watch record list is used to store a watch record of each time the viewer user watches the live video, and a watch record may include a video identification of a live video watched by the viewer user (e.g., a name of the live video), a user identification of a live user of the live video, and a duration of time for which the viewer user watches the live video. The user identifier of the live user is used for uniquely indicating the live user, and may be an avatar of the live user or a user account of the live user. The interest record list is used for storing user identifications of various live users interested by the audience users. The presentation record list is used for storing presentation records of virtual gifts presented by the audience users each time, and one presentation record can comprise a gift identifier of a virtual gift presented by the audience users to a target live broadcast user of a target live broadcast video, a video identifier of the target live broadcast video, a user identifier of the target live broadcast user, the time for presenting the virtual gift and the amount of the presented virtual gift. The talk record list is used for storing talk records of the audience users when watching the live video, and one talk record can comprise talk content, talk time, video identification of the live video and user identification of the live users of the live video. The participation activity record list is used to store records of activities published by the audience user's participation server 102, and a participation activity record may include an activity identification of an activity the audience user has participated in and an activity course of the activity the audience user has participated in. The friend list is used for storing the related information of each friend of the audience user, and the related information of one friend may include an image of the friend, a user identifier of the friend, and the like. The server 102 is further configured to store the user account in association with the bound log-in record list, the view record list, the present record list, the talk record list, the activity participation record list, and the buddy list, so that the server 102 can obtain the viewing behavior information of the audience user based on the records in the log-in record list, the view record list, the present record list, the talk record list, the activity participation record list, and the buddy list bound to the user account.
In order to further embody the process that the server actively establishes the friend relationship for the audience users based on the viewing behavior information of the audience users, refer to a flowchart of a friend relationship establishing method provided in the embodiment of the present application shown in fig. 2.
201. The server acquires the watching behavior information of a plurality of fourth audience users, wherein the watching behavior information is used for indicating the watching behaviors of the audience users for watching the live video.
A fourth viewer user is any viewer user who has registered a user account with the server. Wherein the viewing behavior information of one viewer user comprises at least one of: a user identification of a live user to which the viewer user is interested; the total amount of the virtual gifts given by the audience user to the live broadcast user in the first time period, and the user identification of the live broadcast user who accepts the virtual gifts given by the audience user in the first time period; the total duration of the plurality of live videos watched by the audience user in the second time period, and the user identification of the live user who live the plurality of live videos. The first time period may be any time period that is recent, such as the last day, the last week, or the last month, for example. The live users who have received the virtual gifts given by the audience users are also the live users who have given the virtual gifts given by the audience users. The second time period may be any time period in the past, such as the last day, the last week, or the last month, etc., wherein the second time period and the first time period may be the same or different.
For any fourth viewer user, the server may obtain the viewing behavior information of the fourth viewer user based on the content of at least one of the attention record list, the gift record list, and the viewing record list bound to the user account of the fourth viewer user.
In a possible implementation manner, the server may obtain a list of attention records, a list of presentation records, and a list of viewing records bound to the user account of the fourth viewer user; the server may obtain, from the attention record list bound to the user account of the fourth viewer user, an identifier of each live broadcast user that the fourth viewer user pays attention to; the server can also inquire the presentation record of the fourth audience user in a first time period from the presentation record list bound by the user account of the fourth audience user, calculate the total amount of the virtual gifts presented to the live broadcast user by the fourth audience user in the first time period based on the amount of each virtual gift presented by the fourth audience user in the inquired presentation record, and acquire the user identifier of the live broadcast user who receives the virtual gift presented by the fourth audience user in the first time period from the inquired presentation record; the server can also query a viewing record of the fourth viewer user in the second time period from a viewing record list bound to the user account of the fourth viewer user, calculate the total duration of the multiple live videos viewed in the second time period based on the duration of each live video viewed by the fourth viewer user in the queried viewing record, and acquire the user identifier of the live user of the live video viewed by the fourth viewer user in the second time period from the queried viewing record; the server may use at least one of the obtained identifiers of the live users concerned by the fourth viewer user, the total amount of the virtual gifts given to the live users in the first time period, the user identifier of the live user who has accepted the virtual gifts given by the fourth viewer user in the first time period, the total duration of the plurality of live videos watched in the second time period, and the user identifier of the live user who has watched the live video in the second time period as the viewing behavior information of the fourth viewer user.
202. The server determines, as the first viewer users, a plurality of viewer users whose viewing behaviors satisfy the first target condition among the fourth viewers, based on the viewing behavior information of the fourth viewer users.
Wherein the first target condition may comprise at least one of: the total amount of the virtual gifts given by the fourth audience user to the live broadcast user in the first time period is greater than or equal to the first amount; the total duration of the plurality of live videos watched by the fourth viewer user during the second time period is greater than or equal to the first duration. The first amount may be any amount, such as 100 dollars or 500 dollars. The first time period may be any time period, such as 300 minutes or 500 minutes, and the first amount and the first time period are not particularly limited in the embodiments of the present application. The trustworthy audience users primarily screened by the server by the plurality of first audience users may be the trustworthy audience users of the live broadcast users. For example, when a fourth spectator user gifts a virtual gift to the live user, and the amount of the gifted virtual gift exceeds a certain limit, the fourth spectator user may be trusted by the live user. For another example, if a fourth viewer user watches the live video of the live user for more than a certain duration, the fourth viewer user may be trusted by the live user.
The server may screen the plurality of first audience users from the plurality of fourth audience users based on a total amount of gifted virtual gifts and a total length of time for viewing the video. In a possible implementation manner, for any fourth viewer user, the server may obtain, from the viewing behavior information of the fourth viewer user, a total amount of virtual gifts given to the live broadcast user by the fourth viewer user in the first time period, and a total duration of the live videos viewed by the fourth viewer user in the second time period; the server may compare the obtained total amount with the first amount, compare the obtained total duration with the first duration, and when the obtained total amount is greater than or equal to the first amount and/or the obtained total duration is greater than or equal to the first duration, consider that the viewing behavior of the fourth audience user satisfies the first target condition, and use the fourth audience user as the first audience user.
203. The server obtains target behavior information of the plurality of first audience users, wherein the target behavior information is used for indicating target behaviors of the audience users.
The target behavior is a series of behaviors of the audience user on the video client, and may include at least one of a consumption behavior, a login behavior, an activity participation behavior and a speaking behavior. A first viewer user's targeted behavior information comprising at least one of: an average spending amount of the first viewer user on a video client served by the server; a total login duration for the first viewer user to login to the video client; a total number of times the first audience user participated in the activity published by the server; the total number of times the first spectator user speaks while watching the live video on the video client.
For any first audience user, the server may obtain the target behavior information of the first audience user based on the content of at least one of the gift record list, the login record list, the participation activity record list and the speech record list bound to the user account of the first audience user.
In one possible implementation, the server may obtain a presentation record, a login record list, a participation activity record list, and a speech record list bound to the user account of the first viewer user; the server may determine a total consumption amount of the first viewer user based on the amount of the virtual gift in each presentation record in the presentation record list, and calculate an average consumption amount of the first viewer user on the video client served by the server based on the total consumption amount and the total usage duration of the user account of the first viewer user, where the total consumption amount is a sum of the amounts of the virtual gift in each presentation record in the presentation record list, the total usage duration is a duration of a registration time of the user account from a current time, and the average consumption amount is a quotient of the total consumption amount and the total usage duration. The server can also obtain a plurality of login records of the first audience user from a login record list bound by the user account of the first audience user, and calculate the total login time of the first audience user for logging in the video client according to the login time in the login records, wherein the total login time is the sum of the login time in the login records. The server may further determine a total number of times that the first viewer user participates in the activity published by the server based on the number of participating activity records in the list of participating activity records bound by the user account of the first viewer user, where the total number of times is equal to the total number of participating activity records in the list of participating activity records. The server may further determine a total number of speeches of the first audience user when the first audience user watches the live video on the video client based on the number of the speeches in the speeches record list bound to the user account of the first audience user, where the total number of times is equal to the total number of the speeches in the participation speech record list. The server can also take at least one of the obtained average consumption amount of the first audience user on the video client, the total login duration for logging in the video client, the total times of activities for participating in the server to publish and the total times of speaking when watching the live video as the target behavior information of the first audience user.
204. The server determines credibility of the plurality of first audience users based on target behaviors indicated by the target behavior information of the plurality of first audience users, wherein the credibility is used for indicating the credibility degree of the audience users.
The trustworthiness of a first viewer user may be determined by the information scores corresponding to the respective target behaviors of the first viewer user.
For any target behavior, the server may set a credit score set for the target behavior, where the credit score set may include a plurality of credit scores, and each credit score corresponds to a behavior interval in which the target behavior appears for the audience user. Taking the consumption behavior of the target behavior as an example, the information score set corresponding to the consumption behavior includes credit scores of 0.2 and 0.4, and the consumption behavior intervals are [0, 50] and (50, ∞) respectively, and when the average consumption amount of a first viewer user is less than or equal to 50 yuan, the credit score corresponding to the consumption behavior of the first viewer user is 0.2.
For any first viewer user, the server may calculate the credit rating of the first viewer user based on the credit score corresponding to the target behavior indicated by the target behavior information of the first viewer user, where the credit rating of the first viewer user may be an average of the credit scores corresponding to the target behavior of the first viewer user, and the target behavior of the first viewer user is each target behavior indicated by the target behavior information of the first viewer user.
It should be noted that the process shown in step 204 is also a process of obtaining the credibility of a plurality of first audience users.
205. For a plurality of second audience users with the credibility being greater than or equal to the target credibility, the server determines a plurality of third audience users with similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, wherein the viewing behavior information is used for indicating the viewing behaviors of the audience users for viewing the live video.
The target reliability may be any reliability value, for example, 0.6, and the target reliability is not specifically limited in this embodiment of the present application. The server may determine as the second viewer user a viewer user of the plurality of first viewer users having a confidence level greater than or equal to the target confidence level.
The server may determine a plurality of second viewer users having the same viewing behavior and all having the same viewing behavior satisfying a second target condition as the plurality of three viewer users. Wherein the same viewing behavior may comprise at least one of: the plurality of second audience users have common attention to the live users, namely the plurality of second audience users pay attention to the same live users; the plurality of second viewer users each present a virtual gift to a co-interested live user; the plurality of second viewer users each view live video of a live user of common interest. The second target condition includes at least one of: the number of live users commonly concerned by the plurality of second audience users is greater than or equal to the target number; the total amount of the virtual gifts given by the plurality of second audience users to the commonly concerned live users is greater than or equal to a second amount; the total duration of the live videos of the live users who are watched together by the plurality of second audience users is greater than or equal to the second duration. Wherein the target number may be any number, such as 5 or 10, the second amount may be any amount, such as 10 dollars or 20 dollars, and the second duration may be any duration, such as 60 minutes or 120 minutes.
The live videos of different live users may relate to different fields, for example, live videos of a gourmet live user are related to food, while live videos of a favorite live user are related to animals, so that for a plurality of second audience users having common concerns about the live users, the server may consider the favorite fields of the plurality of second audience users to be similar; the second audience user presents the virtual gift to the live broadcast user, which can be used for expressing the love of the second audience user to the live broadcast video of the live broadcast user, so that for a plurality of second audience users who present the virtual gift to the live broadcast user concerned commonly, the server can think that the second audience users all like the live broadcast video of the live broadcast user, and the favorite video styles of the second audience users are similar; for a plurality of second viewer users watching live videos of live users who pay attention to each other, the server may also consider that the plurality of second viewer users all like the live videos of the live users, and the video styles that the plurality of second viewer users like are similar; thus, the server may consider that multiple second viewer users with the same viewing behavior may have similar viewing interests.
The more live users that the plurality of second viewer users collectively pay attention to, the more similar the viewing interests of the plurality of second viewer users; the higher the amount of money of the virtual gifts given by the second audience users is, the more the second audience users like the live video of the live user, and if the amounts of money of the virtual gifts given by the second audience users to the live users who pay attention to the second audience users together are all higher, the more the second audience users particularly like the live video of the live user, the more similar the watching interests of the second audience users are; the longer the duration of the live video of the live user of common interest watched by the plurality of second viewer users, the more similar the viewing interests of the plurality of second viewer users, indicating that the plurality of second viewer users particularly like the live video of the live user.
For any second viewer user, the server may determine a live user concerned by the second viewer user according to the user identifier of the live user concerned by the second viewer user in the viewing behavior information of the second viewer user. After determining the live users concerned by the plurality of second audience users, the server may determine, according to the live users concerned by the plurality of second audience users, live users concerned by the plurality of second audience users together and the number of the live users concerned by the plurality of second audience users together. After the server determines the number of the live users commonly attended by the plurality of second audience users, the number of the live users commonly attended by the plurality of second audience users may be compared with the target number, and whether the plurality of second audiences have similar viewing interests is determined according to the comparison result. In a possible implementation manner, when the number of live users commonly watched by the plurality of second viewer users is greater than or equal to the target number, which indicates that the plurality of second viewer users have similar viewing interests, the server may determine the plurality of second viewer users as a plurality of third viewer users.
If a plurality of second audience users have live broadcast users who pay attention to each other, the server can acquire the money amount of the virtual gifts which are given to the live broadcast users who pay attention to each other by each second audience user from the watching behavior information of each second audience user, and calculate the total money amount of the virtual gifts which are given to the live broadcast users who pay attention to each second audience user; after determining the total amount of the virtual gifts given by the plurality of second viewer users to the commonly concerned live broadcast user, the server may compare the total amount of the virtual gifts given by the plurality of second viewer users to the commonly concerned live broadcast user with the second amount, and determine whether the plurality of second viewers have similar viewing interests according to the comparison result. In one possible implementation, when the total amount of the virtual gifts gifted by the plurality of second audience users to the live users who pay attention together is greater than or equal to a second amount, which indicates that the plurality of second audience users have similar viewing interests, the server may determine the plurality of second audience users as a plurality of third audience users.
If the plurality of second audience users have live users who pay attention to the common audience, the server can acquire the watching time length of live videos of the live users who pay attention to the common audience from the watching behavior information of each second audience user, calculate the total time length of the live users who pay attention to the common audience, and after the server determines the total time length of the live users who pay attention to the common audience, compare the total time length of the live users who pay attention to the common audience with the second time length, and determine whether the plurality of second audiences have similar watching interests according to the comparison result. In one possible implementation, when the total duration of the live videos of the live users who are watched together by the plurality of second audience users is greater than or equal to the second duration, which indicates that the plurality of second audience users have similar watching interests, the server may determine the plurality of second audience users as a plurality of third audience users.
206. The server establishes friend relationships among the plurality of third viewers.
For any third viewer user in the plurality of third viewer users, the server may add the related information of other third viewer users in the friend list bound to the user account of the any third viewer user, so as to add the other third viewer users as friends of the any third viewer user. When any third audience user logs in the video client through the user account on the terminal, the video client can display the friend list bound by the user account, so that the related information of other third audience users can be displayed on the terminal of any third audience user. Wherein the other third viewer users are users other than the any third viewer user of the plurality of third viewer users.
The method provided by the embodiment of the application determines a plurality of third audience users with similar watching interests from the plurality of second audience users based on the watching behavior information of the plurality of second audience users, directly establishes the friend relationship among the plurality of third audience users, does not need the third audience users to perform any operation of adding friends, thereby intelligently adding friends for the audience users, and can screen the third audience users with high credibility and similar watching interests from the plurality of first audience users because the plurality of second audience users are the audience users with credibility more than or equal to the target credibility among the plurality of first audience users, therefore, the established friend relationship among the plurality of third audience users can be trusted, thereby adding friends for the audience users trustingly and intelligently, the success rate of adding friends is improved.
The server may be an electronic device, and in order to further embody a hardware structure of the server, referring to fig. 3, fig. 3 is a schematic structural diagram of an electronic device provided in this embodiment, the electronic device 300 may generate a relatively large difference due to different configurations or performances, and may include one or more CPUs (processors) 301 and one or more memories 302, where the memories 302 store at least one instruction, and the at least one instruction is loaded and executed by the processors 301 to implement the methods provided by the method embodiments. Of course, the electronic device 300 may further have components such as a wired or wireless network interface, a keyboard, and an input/output interface, so as to perform input and output, and the electronic device 300 may further include other components for implementing device functions, which are not described herein.
In an exemplary embodiment, a computer-readable storage medium, such as a memory, including instructions executable by a processor in a terminal to perform a video interception method in the following embodiments is also provided. For example, the computer-readable storage medium may be a ROM (Read-Only Memory), a RAM (Random Access Memory), a CD-ROM (Compact Disc Read-Only Memory), a magnetic tape, a floppy disk, an optical data storage device, and the like.
Fig. 4 is a schematic structural diagram of a friend relationship establishing apparatus provided in an embodiment of the present application, where the apparatus includes:
a first obtaining module 401, configured to obtain a reliability of the plurality of first audience users, where the reliability is used to indicate a trustworthiness of the audience users;
a first determining module 402, configured to, for a plurality of second audience users of the plurality of first audience users whose credibility is greater than or equal to the target credibility, determine a plurality of third audience users having similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, where the viewing behavior information is used to indicate viewing behaviors of the audience users viewing live videos;
an establishing module 403, configured to establish friend relationships among the plurality of third audience users.
Optionally, the first obtaining module 401 is configured to:
determining the credibility of the plurality of first audience users based on the target behaviors indicated by the target behavior information of the plurality of first audience users.
Optionally, the target behavior information of a first viewer user comprises at least one of:
an average spending amount of the first viewer user on a video client served by the server;
a total login duration for the first viewer user to login to the video client;
a total number of times the first audience user participated in the activity published by the server;
a total number of utterances by the first spectator user while viewing the live video on the video client.
Optionally, the apparatus further comprises:
the second acquisition module is used for acquiring the watching behavior information of a plurality of fourth audience users, and the watching behavior information is used for indicating the watching behavior of the audience users when watching the live video;
and the second determining module is used for determining a plurality of audience users with watching behaviors meeting the first target condition in the plurality of fourth audiences as the plurality of first audience users based on the watching behavior information of the plurality of fourth audience users.
Optionally, the viewing behavior information of a fourth viewer user comprises at least one of:
a user identification of a live user to which the fourth viewer user is interested;
the total value of the virtual resources given away by the fourth audience user to the live broadcast user in the first time period, and the user identification of the live broadcast user who accepts the virtual resources given away by the audience user in the first time period;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period, and the user identification of the live user who live broadcasts the plurality of live videos.
Optionally, the first target condition comprises at least one of:
the total amount of virtual gifts gifted by the fourth audience user to the live user in the first time period is greater than or equal to a first amount;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period is greater than or equal to the first duration.
Optionally, the first determining module 402 is configured to:
and determining a plurality of second audience users having the same viewing behavior and all meeting a second target condition as the plurality of three audience users.
Optionally, the same viewing behavior comprises the at least one item:
the plurality of second viewer users have live users of common interest;
the plurality of second viewer users each present a virtual gift to a co-interested live user;
the plurality of second viewer users each have viewed live video of a live user of common interest.
Optionally, the second target condition comprises at least one of:
the number of live users commonly attended by the plurality of second viewer users is greater than or equal to a target number;
the total amount of the virtual gifts given by the plurality of second audience users to the commonly concerned live users is greater than or equal to a second amount;
the total duration of the live videos of the live users who pay attention to the common audience users is larger than or equal to a second duration.
The device determines a plurality of third audience users with similar watching interests from the plurality of second audience users based on the watching behavior information of the plurality of second audience users, directly establishes the friend relationship among the plurality of third audience users, and does not need the third audience users to perform any operation of adding friends.
It should be noted that: in the friend relationship establishing apparatus provided in the foregoing embodiment, only the division of the functional modules is described as an example when establishing a friend relationship, and in practical applications, the function distribution may be completed by different functional modules as needed, that is, the internal structure of the apparatus is divided into different functional modules to complete all or part of the functions described above. In addition, the friend relationship establishing device provided in the above embodiments and the friend relationship establishing method embodiment belong to the same concept, and specific implementation processes thereof are described in the method embodiments in detail and are not described herein again.
Illustratively, there is also provided a computer program product comprising one or more instructions executable by a processor of a server to perform the method steps of the method for establishing a buddy relationship provided in the above embodiments, the method steps may include:
obtaining a trustworthiness of a plurality of first audience users, the trustworthiness being indicative of a trustworthiness of the audience users;
for a plurality of second audience users with the credibility being greater than or equal to the target credibility, determining a plurality of third audience users with similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, wherein the viewing behavior information is used for indicating the viewing behaviors of the audience users for viewing live videos;
and establishing friend relationships among the plurality of third audience users.
All the above optional technical solutions may be combined arbitrarily to form the optional embodiments of the present disclosure, and are not described herein again.
It will be understood by those skilled in the art that all or part of the steps for implementing the above embodiments may be implemented by hardware, or may be implemented by a program instructing relevant hardware, where the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
The above description is only exemplary of the present application and should not be taken as limiting, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the protection scope of the present application.
Claims (7)
1. A method for establishing a friend relationship, the method comprising:
the method comprises the steps of obtaining watching behavior information of a plurality of fourth audience users, wherein the watching behavior information is used for indicating watching behaviors of the audience users when the audience users watch live videos;
determining, as a plurality of first viewer users, a plurality of viewer users whose viewing behaviors satisfy a first target condition among the plurality of fourth viewer users based on the viewing behavior information of the plurality of fourth viewer users;
obtaining a trustworthiness of the plurality of first audience users, the trustworthiness being indicative of a trustworthiness of the audience users;
for a plurality of second audience users with the credibility being greater than or equal to the target credibility, determining a plurality of third audience users with similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, wherein the viewing behavior information is used for indicating the viewing behaviors of the audience users for viewing live videos;
establishing friend relationships among the plurality of third viewer users;
the first target condition comprises at least one of:
the total amount of the virtual gifts given by the fourth audience user to the live broadcast user in the first time period is greater than or equal to the first amount;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period is greater than or equal to the first duration.
2. The method of claim 1, wherein obtaining the trustworthiness of the plurality of first viewer users comprises:
determining the credibility of the plurality of first audience users based on the target behaviors indicated by the target behavior information of the plurality of first audience users.
3. The method of claim 2, wherein the target behavior information of a first viewer user comprises at least one of:
an average spending amount of the first viewer user on a video client served by a server;
a total login duration for the first viewer user to login to the video client;
a total number of times the first audience user participated in the activity published by the server;
a total number of utterances by the first spectator user while viewing the live video on the video client.
4. The method of claim 1, wherein determining a plurality of third viewer users having similar viewing interests from the plurality of second viewer users based on the viewing behavior information of the plurality of second viewer users comprises:
determining a plurality of second audience users having the same viewing behavior and all meeting a second target condition as a plurality of third audience users;
the second target condition comprises at least one of:
the number of live users commonly attended by the plurality of second viewer users is greater than or equal to a target number;
the total amount of the virtual gifts given by the plurality of second audience users to the commonly concerned live users is greater than or equal to a second amount;
the total duration of the live videos of the live users who pay attention to the common audience users is larger than or equal to a second duration.
5. An apparatus for establishing a friend relationship, the apparatus comprising:
the second acquisition module is used for acquiring the watching behavior information of a plurality of fourth audience users, and the watching behavior information is used for indicating the watching behavior of the audience users when watching the live video;
a second determining module, configured to determine, as the first viewer users, a plurality of viewer users whose viewing behaviors meet a first target condition among the fourth viewers based on the viewing behavior information of the fourth viewer users;
a first obtaining module for obtaining a trustworthiness of the plurality of first audience users, the trustworthiness being indicative of a trustworthiness of the audience users;
a first determining module, configured to determine, for a plurality of second audience users of the plurality of first audience users whose credibility is greater than or equal to the target credibility, a plurality of third audience users having similar viewing interests from the plurality of second audience users based on viewing behavior information of the plurality of second audience users, where the viewing behavior information is used to indicate viewing behaviors of the audience users viewing live videos;
an establishing module, configured to establish friend relationships among the plurality of third audience users;
the first target condition comprises at least one of:
the total amount of the virtual gifts given by the fourth audience user to the live broadcast user in the first time period is greater than or equal to the first amount;
the total duration of the plurality of live videos watched by the fourth viewer user in the second time period is greater than or equal to the first duration.
6. An electronic device, comprising one or more processors and one or more memories having stored therein at least one instruction, which is loaded and executed by the one or more processors to perform operations performed by the buddy relationship establishment method of any of claims 1-4.
7. A computer-readable storage medium, having at least one instruction stored therein, which is loaded and executed by a processor to perform the operations performed by the method for establishing a buddy relationship according to any of claims 1-4.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010514993.XA CN111629236B (en) | 2020-06-08 | 2020-06-08 | Friend relationship establishing method, device, equipment and computer readable storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010514993.XA CN111629236B (en) | 2020-06-08 | 2020-06-08 | Friend relationship establishing method, device, equipment and computer readable storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111629236A CN111629236A (en) | 2020-09-04 |
| CN111629236B true CN111629236B (en) | 2022-03-25 |
Family
ID=72260917
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010514993.XA Active CN111629236B (en) | 2020-06-08 | 2020-06-08 | Friend relationship establishing method, device, equipment and computer readable storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111629236B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114611136B (en) * | 2022-03-01 | 2024-01-19 | 淮北鹏顺信息科技有限公司 | Internet user privacy protection system and method based on data analysis |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105872837A (en) * | 2016-04-21 | 2016-08-17 | 广州酷狗计算机科技有限公司 | User recommendation method and device |
| CN107126701A (en) * | 2017-03-31 | 2017-09-05 | 武汉斗鱼网络科技有限公司 | The method and device of live middle addition game good friend |
| CN110020099A (en) * | 2017-08-21 | 2019-07-16 | 武汉斗鱼网络科技有限公司 | A kind of the user's recommended method and device of video friend-making |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130041862A1 (en) * | 2010-04-23 | 2013-02-14 | Thomson Loicensing | Method and system for providing recommendations in a social network |
-
2020
- 2020-06-08 CN CN202010514993.XA patent/CN111629236B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105872837A (en) * | 2016-04-21 | 2016-08-17 | 广州酷狗计算机科技有限公司 | User recommendation method and device |
| CN107126701A (en) * | 2017-03-31 | 2017-09-05 | 武汉斗鱼网络科技有限公司 | The method and device of live middle addition game good friend |
| CN110020099A (en) * | 2017-08-21 | 2019-07-16 | 武汉斗鱼网络科技有限公司 | A kind of the user's recommended method and device of video friend-making |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111629236A (en) | 2020-09-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108184144B (en) | Live broadcast method and device, storage medium and electronic equipment | |
| US10659850B2 (en) | Displaying information related to content playing on a device | |
| US10290023B2 (en) | Methods and apparatus for sending content to a media player | |
| US9532104B2 (en) | Method and server for the social network-based sharing of TV broadcast content related information | |
| US10070192B2 (en) | Application for determining and responding to user sentiments during viewed media content | |
| Lochrie et al. | Sharing the viewing experience through second screens | |
| US8832735B2 (en) | Processing workflow for recommending media programs | |
| US20150143422A1 (en) | Methods and systems for creating and managing multi participant sessions | |
| US20150281756A1 (en) | Data session management method and system including content recognition of broadcast data and remote device feedback | |
| US20110282947A1 (en) | Systems and methods for providing a social networking experience for a user | |
| US20110067044A1 (en) | Interactive platform for broadcast programs | |
| CN111654716B (en) | Live broadcast room recommendation method and device, electronic equipment and computer readable storage medium | |
| US20110282965A1 (en) | Systems and methods for providing interactivity between a host and a user | |
| US20130227086A1 (en) | Systems and methods for data processing in conjunction with media presentations | |
| CN108476344B (en) | Content selection for networked media devices | |
| CN111711829B (en) | Live broadcast room recommendation method and device, computer readable storage medium and equipment | |
| CN104918061A (en) | Television channel identification method and system | |
| US8840474B1 (en) | System and method for distributing games related to TV programs | |
| WO2012106273A2 (en) | Listings check-in service | |
| US20110282721A1 (en) | Systems and methods for providing functional advertisements | |
| CN111629236B (en) | Friend relationship establishing method, device, equipment and computer readable storage medium | |
| US20130332379A1 (en) | Method and Apparatus for Mobile Video Sharing | |
| US9531822B1 (en) | System and method for ranking conversations | |
| EP3742364B1 (en) | Displaying information related to content playing on a device | |
| Sherwood | (Re) Connecting With Listeners: How Radio Stations are Reaching Beyond the Dial (and Their Competitors) to Connect With Their Audience |
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 |