CN110248217B - User data synchronization method and device - Google Patents
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- CN110248217B CN110248217B CN201910612398.7A CN201910612398A CN110248217B CN 110248217 B CN110248217 B CN 110248217B CN 201910612398 A CN201910612398 A CN 201910612398A CN 110248217 B CN110248217 B CN 110248217B
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- 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
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- 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]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/4302—Content synchronisation processes, e.g. decoder synchronisation
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- 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]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/4508—Management of client data or end-user data
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Abstract
The invention discloses a user data synchronization method and device. The user data synchronization method comprises the following steps: acquiring terminal information and user behavior data of different terminals under the same account; synchronizing the user information of the different terminals; judging whether the different terminals are the same user or not according to the user behavior data; the user information synchronization of the terminals not belonging to the same user is terminated. The user data synchronization method can judge whether different terminals belong to the same user, and if not, the user information synchronization of the terminal is stopped, so that the data isolation among different users is ensured, and the user experience is improved.
Description
Technical Field
The invention relates to the technical field of computer information, in particular to a user data synchronization method and device.
Background
In recent years, domestic video websites are continuously exploring and innovated in payment services, and the number of payment members is greatly increased. Among them, the rise of online video pay-value added market is surprised.
Currently, two situations are often used for paying members (VIP) of video websites, that is, the same account logs in different terminals, and multiple users share one VIP account. For the former, all information is attributed to the same user by default, and no bad information synchronization is performed. However, in the latter case, since a plurality of users share one VIP account, behavior data of each user is different, and the behavior data (viewing records and viewing schedules) of each user are shared in the same account, the behavior data generated by different users cannot be isolated, so that the behavior data of different users cannot be synchronized, and user experience is reduced.
Disclosure of Invention
Therefore, the invention provides a user data synchronization method and device, and aims to solve the problem that in the prior art, when a plurality of users share one VIP account, behavior data of different users cannot be synchronized, so that user experience is poor.
In order to achieve the above object, a first aspect of the present invention provides a user data synchronization method, including:
acquiring terminal information and user behavior data of different terminals under the same account;
synchronizing the user information of the different terminals;
judging whether the different terminals are the same user or not according to the user behavior data;
the user information synchronization of the terminals not belonging to the same user is terminated.
And judging whether the different terminals are the same user according to a set time interval in the step of judging whether the different terminals are the same user according to the user behavior data.
Wherein, before the step of judging whether the different terminals are the same user according to the user behavior data, the method comprises the following steps:
and grouping the user behavior data according to the terminal information.
Wherein, the step of judging whether the different terminals are the same user according to the user behavior data comprises the following steps:
counting the time of different terminals on line simultaneously within a first set time period;
obtaining first probabilities that different terminals belong to different users according to the time that different terminals are simultaneously online in a first set time period;
and if the first probability is larger than a preset first threshold, stopping the user information synchronization of different terminals.
Wherein, the step of judging whether the different terminals are the same user according to the user behavior data comprises the following steps:
counting the online time lengths of different terminals at different positions in a second set time period;
obtaining second probabilities that different terminals belong to different users according to online durations of the different terminals at different positions in a second set time period;
and if the second probability is greater than a preset second threshold, stopping the user information synchronization of different terminals.
Wherein, the step of judging whether the different terminals are the same user according to the user behavior data comprises the following steps:
counting the time of different terminals on line simultaneously within a first set time period;
obtaining first probabilities that different terminals belong to different users according to the time that different terminals are simultaneously online in a first set time period;
counting the online time lengths of different terminals at different places in a second set time period;
obtaining second probabilities that different terminals belong to different users according to online durations of the different terminals in different places in a second set time period;
and if the first probability is greater than a preset first threshold value and the second probability is greater than a preset second threshold value, stopping the user information synchronization of different terminals.
Wherein, the step of judging whether the different terminals are the same user according to the user behavior data comprises the following steps:
obtaining user preferences of the different terminals;
judging whether one of the terminals is the same user or not according to the user preferences of different terminals;
and if the terminal is not the same user, stopping the user information synchronization of the terminal.
A second aspect of the present invention provides a user data synchronization apparatus, including:
the information acquisition unit is used for acquiring terminal information of different terminals under the same account and user behavior data of the different terminals;
a user information synchronization adjusting unit, configured to synchronize the user information of the different terminals and terminate the synchronization of the user information of the terminals that do not belong to the same user;
and the judging unit is used for judging whether the different terminals are the same user or not according to the user behavior data.
Wherein the judging unit includes:
the first statistical module is used for counting the time of the different terminals on line simultaneously within a first set time period;
the first probability calculation module is used for obtaining first probabilities that different terminals belong to different users according to the time that different terminals are simultaneously on line within a first set time period;
the second counting module is used for counting the online time lengths of different terminals at different positions in a second set time period;
the second probability calculation module is used for obtaining second probabilities that different terminals belong to different users according to the online time lengths of the different terminals at different positions in a second set time period;
the user information synchronization adjusting unit is further configured to stop user information synchronization of different terminals when the first probability is greater than a preset first threshold and/or the second probability is greater than a preset second threshold.
Preferably, the method further comprises the following steps:
and the grouping unit is used for grouping the user behavior data according to the terminal information.
The invention has the following advantages:
according to the user data synchronization method provided by the invention, after the terminal information and the user behavior data of different terminals under the same account are obtained, whether the different terminals are the same user or not is judged according to the user behavior data, and if the different terminals are judged not to belong to the same user, the user information synchronization of the terminals is stopped, so that the data isolation among the different users is ensured, and the user experience is improved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention.
Fig. 1 is a flowchart of a user data synchronization method according to an embodiment of the present invention;
FIG. 2 is a flowchart illustrating determining whether different terminals are the same user according to user behavior data according to an embodiment of the present invention;
fig. 3 is another flowchart of determining whether different terminals are the same user according to user behavior data in the embodiment of the present invention;
fig. 4 is a flowchart of determining whether different terminals are the same user according to user behavior data in the embodiment of the present invention;
fig. 5 is a flowchart of another user data synchronization method according to an embodiment of the present invention;
fig. 6 is a schematic block diagram of a user data synchronization apparatus according to an embodiment of the present invention.
In the drawings:
1: the information acquisition unit 2: user information synchronization adjustment unit
3: the judgment unit 4: grouping unit
31: the first statistical module 32: a first probability calculation module
33: the second statistical module 34: second probability calculation module
Detailed Description
The following detailed description of embodiments of the invention refers to the accompanying drawings. It should be understood that the detailed description and specific examples, while indicating the present invention, are given by way of illustration and explanation only, not limitation.
The embodiment provides a user data synchronization method. As shown in fig. 1, the user data synchronization method includes:
and step S1, acquiring terminal information and user behavior data of different terminals under the same account.
Usually, there are multiple users under the same account, such as a family sharing an account, each being a user, and each user having multiple terminals, such as a mobile phone, an IPAD, and a computer. Therefore, there are a plurality of terminals under the same account.
In step S11, the terminal information of all terminals under the same account and the user behavior data thereof are acquired.
In step S12, the information of different terminals is synchronized.
After an account is enabled, all terminals logging in the account are considered as the same user, so that information of different terminals is synchronized.
And step S13, judging whether different terminals are the same user according to the user behavior data.
In this embodiment, whether different terminals are the same user is determined according to the user behavior data, and information synchronization of terminals not belonging to the same user is terminated, so as to isolate data between different users.
As an optional implementation manner of this embodiment, it is determined whether different terminals are the same user according to a set time interval, so as to save system resources and improve processing efficiency.
Step S14, information synchronization between terminals not belonging to the same user is terminated.
If it is determined in step S13 that a certain terminal does not belong to the same user as another terminal, the terminal is terminated. If it is determined in step S13 that a certain terminal and another terminal belong to the same user, the information synchronization between the terminal and the other terminal is not terminated.
Generally, if two terminals belong to the same user, the probability that the two terminals are online at the same time at a certain time is low, and therefore, whether the two terminals are the same user can be judged according to the contact ratio (overlapping duration) of the online time periods of the different terminals. Based on this, as shown in fig. 2, step S13 specifically includes:
step S131, counting the time of the different terminals on line simultaneously in the first set time period.
In step S131, the first set period of time may be one month or longer.
Step S132, obtaining a first probability that different terminals belong to different users according to the time that different terminals are simultaneously on-line in the first set time period.
The first probability is obtained according to the calculation formula (1):
wherein f is1Representing a first probability, T0And T1Indicates the respective online time lengths of the two terminals in the first set time period, and t indicates the simultaneous online time lengths in the first set time period (coincident time)Long).
The first set time period is a preset time period (such as one month), and if the time that two terminals are on line simultaneously in the first set time period is longer, the probability that the two terminals belong to the same user is lower; conversely, the higher the probability that the two terminals belong to the same user.
Step S133, if the first probability is greater than a preset first threshold, stopping the synchronization of the user information of the different terminals.
As an alternative embodiment of this embodiment, in practical applications, when two terminals are online at different locations (regions) simultaneously, the two terminals do not usually belong to the same user. Based on this, as shown in fig. 3, step S13 specifically includes:
step S131, counting the online time lengths of different terminals at different positions in a second set time period.
In step S131, the second set period of time may be one month or longer.
Step S132, obtaining a second probability that different terminals belong to different users according to the online time lengths of the different terminals at different positions in a second set time period.
The second probability is obtained according to the calculation formula (2):
wherein f is2Representing a second probability, N1And N2Respectively representing the number of positions, k (N), where the first terminal and the second terminal appear in a second set period of time1/N2) Indicating the number of positions, k (N), where the second terminal appears but the first terminal does not appear within a second set period of time2/N1) Indicating the number of positions where the first terminal is present but the second terminal is not present within a second set period of time.
And in the second set time period, the longer the online time of the two terminals at different positions is, the higher the second probability is, and the lower the probability that the two terminals belong to the same user is.
Step S133, if the second probability is greater than a preset second threshold, stopping the synchronization of the user information of the different terminals.
In this embodiment, a second threshold is preset, and when the second probability is greater than the preset second threshold, the two terminals are considered not to belong to the same user, and the user information of the two terminals is terminated synchronously.
As another optional embodiment of this embodiment, the user data synchronization method considers not only a first probability obtained by different terminals at the same time in-line time at a certain time, but also a second probability obtained by different terminals at different positions in-line time within a second set time period. Specifically, as shown in fig. 4, step S13 includes:
step S131, counting the time of the different terminals on line simultaneously in the first set time period.
Step S132, obtaining a first probability that different terminals belong to different users according to the time that different terminals are simultaneously on-line in the first set time period.
And step S133, counting the online time lengths of different terminals at different places in a second set time period.
Step S134, obtaining a second probability that different terminals belong to different users according to the online time lengths of the different terminals in different places in a second set time period.
Step S134, if the first probability is greater than the preset first threshold and the second probability is greater than the preset second threshold, the user information synchronization of different terminals is stopped.
As a modified embodiment of the present embodiment, a user data synchronization method includes:
and step S21, acquiring terminal information and user behavior data of different terminals under the same account.
Usually, there are multiple users under the same account, such as a family sharing an account, each being a user, and each user having multiple terminals, such as a mobile phone, an IPAD, and a computer. Therefore, there are a plurality of terminals under the same account.
In step S22, the information of different terminals is synchronized.
After an account is enabled, all terminals logging in the account are considered as the same user, so that information of different terminals is synchronized.
And step S23, grouping the user behavior data according to the terminal information.
The user behavior data is grouped according to the terminal information, the terminal is preliminarily judged, and the efficiency of judging whether the users are the same user can be improved.
And step S24, judging whether different terminals are the same user according to the user behavior data.
And judging whether different terminals are the same user according to the user behavior data, and terminating information synchronization of the terminals which do not belong to the same user so as to isolate data among different users.
Step S24 in this modified embodiment is the same as step S13 in the embodiment, and is not described again.
Step S25, information synchronization between terminals not belonging to the same user is terminated.
If it is determined in step S24 that a certain terminal does not belong to the same user as another terminal, the terminal is terminated. If it is determined in step S24 that a certain terminal and another terminal belong to the same user, the information synchronization between the terminal and the other terminal is not terminated.
In addition, in the embodiment and its modified embodiments, in the step of determining whether different terminals are the same user according to the user behavior data, the determination may be further performed in combination with the user preference.
In particular, user preferences of different terminals are obtained.
And judging whether a certain terminal is the same user or not according to the user preferences of different terminals.
And if the terminal is not the same user, stopping the user information synchronization of the terminal.
According to the user data synchronization method provided by each embodiment, after the terminal information of different terminals under the same account and the user behavior data thereof are obtained, whether the different terminals are the same user is judged according to the user behavior data, and if the different terminals are judged not to belong to the same user, the user information synchronization of the terminals is terminated, so that the data isolation among the different users is ensured, and the user experience is improved.
The embodiment also provides a user data synchronization device. As shown in fig. 6, the user data synchronization apparatus includes:
the information acquisition unit 1 is used for acquiring terminal information of different terminals under the same account and user behavior data thereof;
a user information synchronization adjusting unit 2, configured to synchronize user information of different terminals and terminate synchronization of user information of terminals that do not belong to the same user;
and the judging unit 3 is used for judging whether different terminals are the same user or not according to the user behavior data.
Wherein, the judging unit includes:
the first statistic module 31 is configured to count the time when different terminals are online simultaneously within a first set time period;
the first probability calculation module 32 is configured to obtain first probabilities that different terminals belong to different users according to the time that the different terminals are online at the same time within a first set time period;
the second counting module 33 is configured to count online durations of different terminals at different positions within a second set time period;
the second probability calculation module 34 is configured to obtain second probabilities that different terminals belong to different users according to online durations of the different terminals at different positions in a second set time period;
the user information synchronization adjusting unit 2 is further configured to stop the user information synchronization of different terminals when the first probability is greater than a preset first threshold and/or the second probability is greater than a preset second threshold.
As an optional implementation manner of this embodiment, the user data synchronization apparatus further includes:
and the grouping unit 4 is used for grouping the user behavior data according to the terminal information.
According to the user data synchronization device provided by the invention, the information acquisition unit is utilized to acquire the terminal information of different terminals under the same account and the user behavior data thereof, the judgment unit judges whether the different terminals are the same user or not according to the user behavior data, and if the different terminals are judged not to belong to the same user, the user information synchronization regulation unit terminates the user information synchronization of the terminals, so that the data isolation among different users is ensured, and the user experience is improved.
For convenience of description, two users will be introduced as an example.
It will be understood that the above embodiments are merely exemplary embodiments taken to illustrate the principles of the present invention, which is not limited thereto. It will be apparent to those skilled in the art that various modifications and improvements can be made without departing from the spirit and substance of the invention, and these modifications and improvements are also considered to be within the scope of the invention.
Claims (6)
1. A user data synchronization method is applied to a plurality of users sharing the same account, and comprises the following steps:
acquiring terminal information and user behavior data of different terminals under the same account;
synchronizing the user information of the different terminals;
judging whether the different terminals are the same user or not according to the user behavior data;
terminating the user information synchronization of terminals not belonging to the same user;
the step of judging whether the different terminals are the same user according to the user behavior data comprises the following steps:
counting the time of different terminals on line simultaneously within a first set time period;
obtaining first probabilities that different terminals belong to different users according to the time that different terminals are simultaneously online in a first set time period;
counting the online time lengths of different terminals at different places in a second set time period;
obtaining second probabilities that different terminals belong to different users according to online durations of the different terminals in different places in a second set time period;
and if the first probability is greater than a preset first threshold value and the second probability is greater than a preset second threshold value, stopping the user information synchronization of different terminals.
2. The method according to claim 1, wherein in the step of determining whether the different terminals are the same user according to the user behavior data, it is determined whether the different terminals are the same user according to a set time interval.
3. The method according to claim 1, wherein before the step of determining whether the different terminals are the same user according to the user behavior data, the method comprises:
and grouping the user behavior data according to the terminal information.
4. The user data synchronization method according to any one of claims 1 to 3, wherein the step of determining whether the different terminals are the same user according to the user behavior data comprises:
obtaining user preferences of the different terminals;
judging whether one of the terminals is the same user according to the user preferences of different terminals;
and if the terminals are not the same user, stopping the user information synchronization of the terminals.
5. A user data synchronization device applied to a plurality of users sharing the same account number comprises the following steps:
the information acquisition unit is used for acquiring terminal information of different terminals under the same account and user behavior data of the different terminals;
a user information synchronization adjusting unit, configured to synchronize the user information of the different terminals and terminate the synchronization of the user information of the terminals that do not belong to the same user;
the judging unit is used for judging whether the different terminals are the same user or not according to the user behavior data;
the judging unit includes:
the first statistical module is used for counting the time of the different terminals on line simultaneously within a first set time period;
the first probability calculation module is used for obtaining first probabilities that different terminals belong to different users according to the time that different terminals are simultaneously on line within a first set time period;
the second counting module is used for counting the online time lengths of different terminals at different positions in a second set time period;
the second probability calculation module is used for obtaining second probabilities that different terminals belong to different users according to the online time lengths of the different terminals at different positions in a second set time period;
the user information synchronization adjusting unit is further configured to stop user information synchronization of different terminals when the first probability is greater than a preset first threshold and/or the second probability is greater than a preset second threshold.
6. The apparatus for synchronizing user data according to claim 5, further comprising:
and the grouping unit is used for grouping the user behavior data according to the terminal information.
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| CN112685229A (en) * | 2020-12-24 | 2021-04-20 | 掌阅科技股份有限公司 | Bookshelf backup and synchronization method, computing equipment and computer storage medium |
| CN112908494A (en) * | 2021-03-09 | 2021-06-04 | 泰康保险集团股份有限公司 | Online inquiry consultation control method, doctor client and doctor workstation server |
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