CN111182474A - Method for determining social relationship and related device - Google Patents
Method for determining social relationship and related device Download PDFInfo
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- CN111182474A CN111182474A CN201910731238.4A CN201910731238A CN111182474A CN 111182474 A CN111182474 A CN 111182474A CN 201910731238 A CN201910731238 A CN 201910731238A CN 111182474 A CN111182474 A CN 111182474A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/06—Selective distribution of broadcast services, e.g. multimedia broadcast multicast service [MBMS]; Services to user groups; One-way selective calling services
- H04W4/08—User group management
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/04—Real-time or near real-time messaging, e.g. instant messaging [IM]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/52—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail for supporting social networking services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W48/00—Access restriction; Network selection; Access point selection
- H04W48/16—Discovering, processing access restriction or access information
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Abstract
The embodiment of the application discloses a method for determining social relations, which comprises the following steps: acquiring a wireless communication information set of a plurality of terminal devices, wherein the wireless communication information set comprises wireless communication information which is respectively connected with the plurality of terminal devices; grouping the wireless communication information in the wireless communication information set according to the type of the wireless communication information to obtain at least two wireless communication groups; in each wireless communication group, determining target wireless communication of which the respective access conditions with at least two terminal devices meet preset conditions; and determining at least two terminal devices under the same target wireless communication as the terminal devices with social relations. According to the method and the device, the wireless communication information is grouped, so that the respective target wireless communication of the terminal equipment is determined in each group, other terminal equipment having a social relationship with the terminal equipment is determined, the accuracy of determining the social relationship is improved, and the accuracy of pushing the directional message is improved.
Description
Technical Field
The embodiment of the application relates to the technical field of internet communication, in particular to a method for determining social relations and a related device.
Background
With the development of the internet, more and more people seek to contact and interact in the mobile phone and the network, and therefore, a great amount of man-to-man interaction behaviors are generated, and various types of relation chains among users can be obtained based on the interaction behaviors. Various types of relationship chains among users can be applied to the aspects of social life.
The user requirements can be better analyzed through various types of relationship chains among users, so that better service is provided for the users. In order to deeply depict the real interaction relationship of a user, there is a technology for making clear the social relationship of the user through social software or instant messaging groups in a terminal device used by the user, for example: family group in Tencent QQ, member of family group can be regarded as family relation member of the user, work group in WeChat, member of work group can be regarded as co-worker relation member of the user, and so on. However, the group members may have differences due to different social software or instant messaging, for example, for the family relationship of the user, there is an independent set of relationship in the Tencent QQ, and there is another independent set of relationship in the WeChat; in addition, the grouping of users in social software or instant messaging is not necessarily the actual social relationship of the user.
Therefore, the real social relationship of the user cannot be accurately identified and determined based on the current grouping manner of social software or instant messaging.
Disclosure of Invention
In view of the above, in order to solve the above problems, embodiments of the present application provide a method and a related apparatus for determining a social relationship, by classifying wireless communication information, it is determined that a terminal device satisfies wireless communication of a preset condition in the same type of wireless communication, so as to determine other terminal devices having a social relationship with the terminal device, so that a more accurate social relationship can be obtained, and accuracy of pushing a directional message is improved. The technical scheme is as follows:
a first aspect of the present application provides a method of determining a social relationship, comprising:
acquiring a wireless communication information set of a plurality of terminal devices, wherein the wireless communication information set comprises wireless communication information which is respectively connected with the plurality of terminal devices;
grouping the wireless communication information in the wireless communication information set according to the type of the wireless communication information to obtain at least two wireless communication groups;
in each wireless communication group, determining target wireless communication of which the respective access conditions with at least two terminal devices meet preset conditions;
and determining at least two terminal devices under the same target wireless communication as the terminal devices with social relations.
A second aspect of the present application provides an apparatus for determining a social relationship, including:
the wireless fidelity wireless communication information acquisition unit is used for acquiring a wireless fidelity wireless communication information set of a plurality of terminal devices, wherein the wireless communication information set comprises wireless communication information which is respectively connected with the plurality of terminal devices;
the grouping unit is used for grouping the wireless communication information in the wireless communication information set acquired by the acquisition unit according to the type of the wireless communication information to obtain at least two wireless communication groups;
a determining unit, configured to determine, in each wireless communication packet obtained by the grouping unit, a target wireless communication for which respective access conditions with the at least two terminal devices satisfy a preset condition;
the determining unit is used for determining at least two terminal devices under the same target wireless communication as the terminal devices with social relations.
In one possible design, in a first possible implementation manner of the second aspect of the embodiment of the present application, the determining unit includes:
a first obtaining module, configured to obtain identification information of target wireless communications of at least two terminal devices when each wireless communication packet includes one target wireless communication;
the matching module is used for matching the identification information of the target wireless communication of the at least two pieces of terminal equipment acquired by the acquisition module;
the first determining module is used for determining that the at least two terminal devices are the terminal devices with social relations when the identification information of the target wireless communication of the at least two terminal devices is matched;
the first determining module is used for determining area identification information corresponding to sub-target wireless communication of at least two terminal devices when the identification information of the target wireless communication of the at least two terminal devices is not matched and the target wireless communication comprises at least two sub-target wireless communication;
the matching module is used for matching the area identification information corresponding to the sub-target wireless communication of at least two pieces of terminal equipment;
the first determining module is used for determining that the at least two terminal devices are the terminal devices with social relations if the area identification information corresponding to the sub-target wireless communication of the at least two terminal devices is matched.
In one possible design, in a second possible implementation of the second aspect of the embodiments of the present application,
the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring the access times of each wireless communication in at least two terminal devices in a wireless communication group which is respectively connected within a preset time;
the determining unit is used for determining that the wireless communication corresponding to the first value is the respective target wireless communication of at least two terminal devices, and the first value is the maximum value of the access times and meets a preset condition.
In one possible design, in a third possible implementation of the second aspect of the embodiments of the present application,
the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring the access duration of each wireless communication in a wireless communication group connected by at least two terminal devices within a preset time;
and the determining unit is used for determining that the wireless communication corresponding to the second value is the target wireless communication of at least two terminal devices, and the second value is the maximum value of the access duration and meets the preset condition.
In one possible design, in a fourth possible implementation manner of the second aspect of the embodiment of the present application, the determining unit includes:
the second acquisition module is used for acquiring identification information of wireless communication and geographical position information of the wireless communication which are connected with at least two pieces of terminal equipment;
the input module is used for inputting identification information of wireless communication and geographical position information of the wireless communication in a preset clustering algorithm so as to obtain a clustering result;
and the second determining module is used for determining the target wireless communication of at least two terminal devices according to the clustering result.
In a fifth possible implementation form of the second aspect of the embodiments of the present application, the wireless communication information includes geographical location information of the wireless communication and type information of the wireless communication,
and the grouping unit is used for grouping the wireless communication information in the wireless communication information set according to the geographic position information of the wireless communication and the type information of the wireless communication.
In a sixth possible implementation manner of the second aspect of the embodiment of the present application, the wireless communication connection information includes user behavior information of the wireless communication,
and the grouping unit is used for grouping the wireless communication information in the wireless communication information set according to the user behavior information of the wireless communication.
In a seventh possible implementation form of the second aspect of the embodiments of the present application, the wireless communication packet comprises a home wireless communication, a work wireless communication, or an entertainment wireless communication.
In a possible design, in an eighth possible implementation of the second aspect of the embodiment of the present application, the social relationship includes a family relationship, a colleague relationship, or an entertainment relationship.
A third aspect of the present application provides an apparatus for determining social relationships, including: the processor and the memory are connected through a communication bus; the processor is used for calling and executing the program stored in the memory; a memory for storing a program for implementing the method according to the first aspect as such or any one of the possible implementations of the first aspect.
A fourth aspect of the present application provides a computer-readable storage medium having stored thereon computer-executable instructions for performing a method as described in the first aspect or any one of the possible implementations of the first aspect.
A fifth aspect of embodiments of the present application provides a computer program product comprising instructions which, when run on a computer or processor, cause the computer or processor to perform the method of any of the above aspects.
According to the technical scheme, the embodiment of the application has the following advantages:
in the embodiment of the application, by acquiring the wireless communication information connected with each of the plurality of terminal devices and grouping the wireless communication information according to the type of the wireless communication information, target wireless communication in which respective access conditions of at least two terminal devices meet preset conditions is determined in each wireless communication group, so that the at least two terminal devices under the same target wireless communication are determined as terminal devices having a social relationship. Therefore, different wireless communication information is classified, so that target wireless communication of each terminal device meeting preset conditions is determined in the same type of wireless communication, and other terminal devices having social relations with the terminal device are determined, the accuracy of determining the social relations is improved, user experience is improved, and the accuracy of pushing the directional messages can be improved.
Drawings
FIG. 1 is a schematic diagram of an architecture of a system for determining social relationships in an embodiment of the present application;
FIG. 2 is one embodiment of a method of determining social relationships in an embodiment of the present application;
fig. 3 is a schematic diagram of a terminal device connected to WiFi provided in an embodiment of the present application;
fig. 4 is a schematic diagram of determining a social relationship between terminal devices based on target WiFi according to an embodiment of the present application;
fig. 5 is another schematic diagram of determining a social relationship between terminal devices based on target WiFi provided by an embodiment of the present application;
FIG. 6 is a schematic diagram of an embodiment of a device for determining social relationships, provided by an embodiment of the present application;
fig. 7 is a schematic diagram of another embodiment of a device for determining social relationships, provided by an embodiment of the present application;
fig. 8 is a schematic diagram of another embodiment of a device for determining social relationships, provided by an embodiment of the present application;
fig. 9 is a schematic structural diagram of a device for determining social relationships according to an embodiment of the present application.
Detailed Description
The embodiment of the application provides a method and a related device for determining a social relationship, wireless communication information is classified, so that wireless communication that terminal equipment meets preset conditions is determined in the same type of wireless communication, other terminal equipment having the social relationship with the terminal equipment is determined, a more accurate social relationship can be obtained, and the accuracy of pushing a directional message is improved.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims of the present application and in the drawings described above, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be understood that the method for determining social relationships provided in the embodiments of the present application may be applied to various terminal devices equipped with wireless network card modules. In these terminal devices equipped with a wireless network card, a social connection with a user having another terminal device can be established by connecting WiFi, for example: family relationships, colleague relationships, etc. To characterize the user's interests, such as: business interest, marketing interest, mobile phone software (APP) interest, and the like, for a certain user, the social relationship of the user is determined through grouping information in social software held by the user, such as: the family group in the QQ application APP can be considered that the members of the family group have family relations with the user, and the like, so that the interests and hobbies of the user can be shared with other members having family relations. However, at present, it is difficult to provide a user with an accurate determination result by determining the social relationship of the user through grouping information in social software.
To solve the above problem, an embodiment of the present invention provides a method for determining social relationships, which is applied to the system for determining social relationships shown in fig. 1, please refer to fig. 1, where fig. 1 is an architecture schematic diagram of the system for determining social relationships in the embodiment of the present invention, as shown in fig. 1, a User Equipment (UE) held by a user a, for example, UE _1 is connected to wireless communication a, UE _2 held by a user B is connected to wireless communication a, UE _3 held by a user B is connected to wireless communication B, UE _4 held by a user C is connected to wireless communication a, UE _5 held by a user D is connected to wireless communication B, and an a user, a user B, and a user C can be determined, and the user B and the user D are connected to the same type of wireless communication, and assuming that the wireless communication a is a working type of wireless communication, the user a can be considered as a user a, The user B and the user C have a co-worker relationship, and if the wireless communication B is the home-type wireless communication, the user B and the user D can be considered to have a home relationship.
The terminal device shown in fig. 1 is only one schematic, and in practical application, the terminal device includes but is not limited to a mobile phone, a mobile terminal, a tablet computer, a notebook computer, a desktop computer, and the like, and may also be an intelligent home device, such as: intelligent air conditioners, intelligent refrigerators and the like.
It should be understood that the above-described wireless communication information may include, but is not limited to, wireless fidelity (WiFi) information, such as bluetooth information, and other wireless communication information, and the present application is not limited to the above-described type of wireless communication information. In the embodiment of the present application, only WiFi information is taken as an example for description.
To better understand the solution proposed by the embodiment of the present application, a specific flow in the embodiment of the present application is described below, please refer to fig. 2, and an embodiment of the method for determining social relationships in the embodiment of the present application includes:
201. and acquiring a wireless fidelity WiFi information set of the plurality of terminal devices, wherein the WiFi information set comprises WiFi information connected with the plurality of terminal devices respectively.
In this embodiment, each terminal device may be connected to at least one WiFi, and when each terminal device is connected to one WiFi, a piece of WiFi connection information is generated, that is, specifically, which WiFi device is connected to, for example: terminal equipment A has connected wiFi A, wiFi B, wiFi C etc. respectively, and terminal equipment B has connected wiFi A, wiFi C, wiFi E and wiFi F etc. respectively for can acquire the wiFi information set that this terminal equipment A connected, thereby acquire the wiFi information that every terminal equipment connected separately, acquire terminal equipment A's wiFi information promptly: WiFi A, WiFi B and WiFi C, obtain terminal equipment B's WiFi information: WiFi a, WiFi C, WiFi E, and WiFi F. It should be noted that, regarding the number of the WiFi connected to the terminal device, besides the above-described five WiFi, i.e., WiFi a, WiFi B, WiFi C, WiFi E, and WiFi F, other WiFi such as WiFi D, WiFi G, and the like may also be used, and the embodiment of the present application is not particularly limited.
202. And grouping the WiFi information in the WiFi information set according to the type of the WiFi information to obtain at least two WiFi groups.
In this embodiment, since the WiFi connected to the terminal device may be different types of WiFi, the WiFi information in the WiFi information set may be grouped according to the type of the WiFi information to obtain at least two WiFi groups, so that each group only contains the same type of WiFi information, and a simpler and more convenient data source can be provided for subsequently determining the social relationship.
In some embodiments, in particular, the types of the WiFi information may be distinguished according to the geographical location information of the WiFi and the type information of the WiFi, and therefore, the WiFi information is WiFi-grouped according to the geographical location information of the WiFi and the type information of the WiFi. As shown in fig. 3, a schematic diagram of a terminal device connected to WiFi is provided in this embodiment of the present application. For UE _1, WiFi A and WiFi B are respectively connected to a residence B, WiFi C is connected to a dormitory A, WiFi D and WiFiE are connected to a villa C, WiFi SA and WiFi SB are connected to a company S1, and WiFi SC is connected to a department S2; for UE _2, WiFi C is connected to the dormitory A, WiFi A is connected to the residence B, WiFi E is connected to the villa C, WiFi SB and WiFiSD are connected to the company S1, and WiFi SE is connected to the company S3. Thus, the geographical location information can be based on WiFi, such as: determining the geographical positions of living houses such as dormitories A, residences B and villas C, and determining that the connected WiFi A, WiFi B, WiFi C, WiFi D and WiFi E all belong to family WiFi; in addition, such as: the geographic positions of the S1 company, the S2 department, the S3 company and the like belonging to the working class determine that the connected WiFi SA, WiFi SB, WiFi SC, WiFi SD and WiFi SE all belong to the working WiFi.
It should be understood that the terminal devices depicted in fig. 3 include, but are not limited to, UE _1 and UE _2, and in practical applications, may also include UE _3, UE _4, and so on; the described geographic locations include, but are not limited to, dormitories a, houses B and cottages C, company S1, division S2 and company S3, and in practical applications, houses C, cottages D, company S4, factories S5, etc. The described WiFi packet may include entertainment WiFi, WiFi of entertainment venues like a coffee shop, an internet cafe, etc. in addition to the above home WiFi and work WiFi; or other WiFi, in this application, only working WiFi and home WiFi are taken as examples for specific description, and no specific limitation is made.
In other embodiments, specifically, the WiFi connection information may also be user behavior information of WiFi, so that WiFi information may also be WiFi-grouped by acquiring user behavior information of WiFi.
203. And in each WiFi grouping, determining target WiFi meeting preset conditions with respective access conditions of at least two terminal devices.
In this embodiment, for each WiFi group, if a user connects to a WiFi at a certain house or company to perform social activities or web browsing, etc., it may be indicated that the user frequently appears at the house or the company and uses the WiFi at a high probability, so that a target WiFi meeting a preset condition may be determined by determining an access condition of the terminal device connecting to the WiFi. The described access situation may include access times, access duration, access frequency, or a combination thereof, or some other access parameters, which are not limited herein. In the present application, only the number of accesses and the access duration are taken as examples for description.
Such as: in some embodiments, we assume a rule in advance, namely: every person in social activities only plays one role in a family, and also in a company, only appears in a certain company. Therefore, the target WiFi of the terminal equipment can be determined for the WiFi of a certain group by the following method that the access times of the at least two terminal equipment which are respectively connected with each WiFi in the WiFi group in the preset time are obtained; and determining WiFi corresponding to a first value as target WiFi of the at least two terminal devices, wherein the first value is the maximum value of the access times meeting the preset condition.
As shown in table 1, the access times for connecting the terminal device to the WiFi is provided in the embodiment of the present application. The specific cases are shown in the following table:
TABLE 1 situation of access times (times) for connecting terminal device to WiFi
As can be seen from the above description of table 1, for UE _1, WiFi C (10 times) is connected to dormitory a during the non-operating time of each month, WiFi a (20 times) and WiFi B (5 times) are connected to residence B, WiFi D (8 times) and WiFi E (15 times) are connected to villa C, WiFi SA (2 times) and WiFi SB (18 times) are connected to company S1 during the operating time of each month, and WiFi SC (9 times) is connected to department S2.
For UE _2, WiFi C (10 times) was connected to the dormitory a during the off-hours of each month, WiFi a (18 times) was connected to the residence B, WiFi E (5 times) was connected to the villa C, WiFi SB (5 times) and WiFi SD (8 times) were connected to the villa S1 during the on-hours of each month, and WiFi SE (15 times) and WiFi SF (3 times) were connected to the house S3.
For UE _3, WiFi a (6 times) was connected to the dormitory a during the off-hours of each month, WiFi C (12 times) was connected to the residence B, WiFi SA (7 times) and WiFi SD (9 times) were connected to the house S1 during the on-hours of each month, and WiFi SE (21 times) was connected to the house S3.
Thus, for UE _1, its target WiFi is WiFi A for B-residence in home WiFi (20 times), and it is WiFi SB for S1 company in working WiFi (18 times); for UE _2, its target WiFi in home WiFi is WiFi a of B home (18 times), and its target WiFi in working WiFi is WiFi SE of S3 company (15 times); for UE _3, its target WiFi in home WiFi is WiFi C of B-house (12 times), and its target WiFi in working WiFi is WiFi SE of S3 company (21 times).
It should be understood that the terminal devices described in table 1 include, but are not limited to, UE _1, UE _2, UE _3, and in practical applications, UE _4, etc.; the described geographic locations include, but are not limited to, dormitories a, houses B and cottages C, company S1, departments S2 and company S3, and in practical applications, may also include houses C, houses D, company S4, factories S5, etc.; the described preset time can be the non-working time and the working time of each month, and can also be the connection days of the non-working time and the working time in each year, and the like, and the application is not particularly limited; the number of connections described is 1, 5, etc., and in practical applications, other numbers may also be used, for example, 4, 11, etc., and the present application is not limited in particular.
In other embodiments, the target WiFi of the terminal device may be determined for a certain group of WiFi by obtaining access durations for the at least two terminal devices to connect to each WiFi in the WiFi group within a preset time; and determining WiFi corresponding to a second value as the target WiFi of the at least two terminal devices, wherein the second value is the maximum value of the access duration meeting the preset condition.
As shown in table 2, the situation of the access duration for the terminal device to connect to the WiFi is provided in the embodiment of the present application. The details are shown in the following table:
table 2 access duration (hours) for the terminal device to connect to WiFi
As can be seen from the above description of table 2, for UE _1, WiFi C (40 hours) is connected to dormitory a during the non-operating time of each month, WiFi a (80 hours) and WiFi B (50 hours) are connected to residence B, WiFi D (8 hours) and WiFi E (15 hours) are connected to villa C, WiFi SA (20 hours) and WiFi SB (90 hours) are connected to S1 during the operating time of each month, and WiFi SC (60 hours) is connected to S2.
For UE _2, WiFi C (20 hours) was connected to the dormitory a during the off-hours of each month, WiFi a (70 hours) was connected to the house B, WiFi E (40 hours) was connected to the cottage C, WiFi SB (5 hours) and WiFi SD (45 hours) were connected to the company S1 during the on-hours of each month, and WiFi SE (74 hours) and WiFi fsf (13 hours) were connected to the company S3.
For UE _3, WiFi a (36 hours) was connected to the dormitory a during the off-hours of each month, WiFi C (72 hours) was connected to the residence B, WiFi SA (47 hours) and WiFi SD (25 hours) were connected to the house S1 during the on-hours of each month, and WiFi SE (93 hours) was connected to the house S3.
Thus, for UE _1, its target WiFi is WiFi A for B-residence in home WiFi (80 hours), and WiFi SB for S1 company in working WiFi (90 hours); for UE _2, its target WiFi is WiFi A for B-residence in home WiFi (70 hours), and WiFi SE for S3 company in working WiFi (74 hours); for UE _3, its target WiFi in home WiFi is B-home WiFi C (72 hours), and its target WiFi in working WiFi is S3 corporation' S WiFi SE (93 hours).
It should be understood that the terminal devices described in table 2 include, but are not limited to, UE _1, UE _2, UE _3, and in practical applications, UE _4, etc.; the described geographic locations include, but are not limited to, dormitories a, houses B and cottages C, company S1, departments S2 and company S3, and in practical applications, may also include houses C, houses D, company S4, factories S5, etc.; the described preset time can be non-working time and working time of each month, and can also be access time of non-working time and working time in each year, and the like, and the application is not particularly limited; for the described access duration being 40 hours, 50 hours or 80 hours, etc., in practical application, other access durations may also be used, such as 100 hours, 20 minutes, etc.; in addition, instead of using hours as time units, other time units may be used for comparison, such as: minutes, seconds, etc., and the specific application is not limited herein.
In other embodiments, when the target WiFi of each of the at least two terminal devices in each group cannot be determined according to the access conditions such as the number of accesses, the access duration, or the access frequency, for example: in this case, it is difficult to determine whether WiFi a, WiFi B, WiFi C or WiFi D is the target WiFi of UE _1 in home WiFi according to the number of connections, if the UE _1 is connected to WiFi a (8 times) and WiFi B (8 times) in the B house, and connected to WiFi C (8 times) in the a dormitory, and connected to WiFi D (8 times) and WiFi E (3 times) in the C villa. Therefore, another method for determining the target WiFi may be adopted, that is, the identification information of the WiFi and the geographical location information of the WiFi connected to the at least two terminal devices are obtained; inputting the identification information of the WiFi and the geographical position information of the WiFi in a preset clustering algorithm to obtain a clustering result; and determining respective target WiFi of the at least two terminal devices according to the clustering result. The WiFi connected with the terminal equipment and the specific parameters of connection can be known through identification information of the WiFi and geographical position information of the WiFi, clustering is carried out on the specific parameters corresponding to the identification information and the geographical position information through a clustering algorithm, and then the target WiFi is determined according to the obtained clustering result.
204. And determining at least two terminal devices under the same target WiFi as the terminal devices with social relations.
In this embodiment, after obtaining respective target WiFi of at least two terminal devices, a social relationship between the at least two terminal devices may be determined according to the at least two target WiFi, that is, in WiFi of the same group, as long as target WiFi connected to at least two terminal devices is the same, it may be determined that the terminal devices have a certain social relationship, for example: family relations, work relations or entertainment relations, etc.
In some embodiments, determining the at least two terminal devices under the same target WiFi as the terminal devices having the social relationship may include: when each WiFi group comprises one target WiFi, acquiring identification information of the target WiFi of the at least two terminal devices; matching identification information of target WiFi of the at least two terminal devices; if the identification information of the target WiFi of the at least two terminal devices is matched, determining that the at least two terminal devices are the terminal devices with the social relationship; if the identification information of the target WiFi of the at least two terminal devices is not matched, determining the area identification information corresponding to the sub-target WiFi of the at least two terminal devices when the target WiFi comprises the at least two sub-target WiFi; matching area identification information corresponding to the sub-targets WiFi of the at least two pieces of terminal equipment; and if the area identification information corresponding to the sub-targets WiFi of the at least two terminal devices is matched, determining that the at least two terminal devices are the terminal devices with the social relationship.
For example: in the family grouping, if only one WiFi exists in each family, the target WiFi of each of at least two terminal devices can be easily determined through the access condition, and therefore, the identification information of the target WiFi connected to each terminal device is compared for matching, and if the identification information of the target WiFi is the same, the terminal devices with the same identification information of the target WiFi have the family relationship. If the identification information of the target WiFi connected with each terminal device is different and each family has a plurality of WiFi, whether the sub-target WiFi belong to the same family can be judged through the area identification information (such as A dormitory) of the sub-target WiFi in each target WiFi.
As can be seen from the contents described in table 1 in step 203, for UE _1, its target WiFi is WiFi a of B-house (20 times) in home WiFi and WiFi SB of S1 company (18 times) in working WiFi; for UE _2, its target WiFi in home WiFi is WiFi a of B home (18 times), and its target WiFi in working WiFi is WiFi SE of S3 company (15 times); for UE _3, its target WiFi in home WiFi is WiFi C of B-house (12 times), and its target WiFi in working WiFi is WiFi SE of S3 company (21 times).
Therefore, please refer to fig. 4, which is a schematic diagram illustrating determining a social relationship between terminal devices based on target WiFi according to an embodiment of the present application. As shown in fig. 4, it is assumed that for the WiFi packet of home WiFi, for UE _1, identification information (e.g. a) of WiFi a itself needs to be acquired; for UE _2, the identification information (such as A) of WiFi A needs to be acquired; UE _3, needing to acquire identification information (such as C) of WiFi C; then, whether the WiFi identification information of the target WiFi of the three terminal devices UE _1, UE _2, and UE _3 are the same or not is determined, and it is obvious that the WiFi identification information (both a) of the target WiFi of UE _1 and UE _2 are the same, so that it can be determined that the relationship between the users corresponding to UE _1 and UE _2 is a family relationship. Conversely, it is clearly known that the WiFi identification information (e.g. C) of the target WiFi of UE _3 is not the same as the WiFi identification information (both a) of the target WiFi of UE _1 and UE _2, but the social relationship can be determined by determining whether the area identification information where the target WiFi is located is the same, such as: as can be seen from the above, the area identification information of the target WiFi of UE _1 is the B-house, the area identification information of the target WiFi of UE _2 is the B-house, and the area identification information of the target WiFi of UE _3 is also the B-house, so WiFi a and WiFi C are two different WiFi in the same house (B-house), and it can be determined that UE _3 and UE _1 and UE _2 are also in a family relationship.
For another example: in the working WiFi group, if there is only one WiFi in each company, it is easy to determine the respective target WiFi of at least two terminal devices through the access situation, so that the identification information of the target WiFi connected to each terminal device is compared for matching, and if the identification information of the target WiFi is the same, it is indicated that the terminal devices with the same identification information of the target WiFi have a co-worker relationship. If the identification information of the target WiFi connected to each terminal device is different and there are multiple WiFi in each company, it can be determined whether the sub-target WiFi belongs to WiFi in the same company through the area identification information (e.g., S1 company, S2 department, etc.) where the sub-target WiFi in each target WiFi is located.
From the description in table 2 in step 203, it can be seen that the target WiFi for UE _1 in the working WiFi is WiFi SB (90 hours) of S1 company; for UE _2, its target WiFi in working WiFi is WiFiSE (74 hours) from S3; for UE _3, its target WiFi in working WiFi is WiFi SE (93 hours) from S3 corporation.
Referring to fig. 5, another schematic diagram of determining a social relationship between terminal devices based on target WiFi according to an embodiment of the present application is provided. As shown in fig. 5, assume that for a WiFi packet of working WiFi, for UE _1, identification information (e.g., SB) of WiFi SB itself needs to be acquired; for UE _2, the identification information (such as SE) of the WiFi SE needs to be acquired; UE _3, needing to acquire identification information (such as SE) of the WiFi SE; then, whether the WiFi identification information of the target WiFi of the three terminal devices UE _1, UE _2, and UE _3 are the same is determined, and it is obvious that the WiFi identification information of the target WiFi of UE _2 and UE _3 are the same (both are SE), so that it can be determined that the relationship between the users corresponding to UE _2 and UE _3 is a co-worker relationship. Conversely, it is clear that the WiFi identification information (e.g. SB) of the target WiFi of UE _1 is not the same as the WiFi identification information (both SE) of the target WiFi of UE _2 and UE _3, but the social relationship can be determined by determining whether the area identification information where the target WiFi is located is the same, such as: as can be seen from the above, the area identification information of the target WiFi of UE _1 is the S1 company, the area identification information of the target WiFi of UE _2 is the S3 company, and the area identification information of the target WiFi of UE _3 is the S3 company, so that WiFi SB and WiFi SE are two different WiFi in different companies, and therefore, it can be determined that UE _1 and UE _2 are not in a co-workers relationship, and UE _1 and UE _3 are not in a co-workers relationship.
Therefore, through classifying different WiFi information, the target WiFi which meets the preset condition of each terminal device is determined in the same WiFi, and other terminal devices which have social relations with the terminal devices are determined, so that the accuracy of determining the social relations is improved, the user experience is improved, and the accuracy of pushing the directional messages can be improved.
The scheme provided by the embodiment of the application is mainly introduced from the perspective of a method. It is to be understood that the hardware structure and/or software modules for performing the respective functions are included to realize the above functions. Those of skill in the art will readily appreciate that the various illustrative modules and algorithm steps described in connection with the embodiments disclosed herein may be implemented as hardware or combinations of hardware and computer software. Whether a function is performed as hardware or computer software drives hardware depends upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.
In the embodiment of the present application, functional modules of the apparatus may be divided according to the above method example, for example, each functional module may be divided corresponding to each function, or two or more functions may be integrated into one processing module. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode. It should be noted that, in the embodiment of the present application, the division of the module is schematic, and is only one logic function division, and there may be another division manner in actual implementation.
Referring to fig. 6, fig. 6 is a schematic view of an embodiment of a device for determining social relationships provided in an embodiment of the present application, where the device for determining social relationships includes:
an obtaining unit 601, configured to obtain WiFi information sets of multiple terminal devices, where the WiFi information sets include WiFi information to which the multiple terminal devices are connected respectively;
a grouping unit 602, configured to group WiFi information in the WiFi information set acquired by the acquiring unit 601 according to a type of the WiFi information to obtain at least two WiFi groups;
a determining unit 603, configured to determine, in each WiFi packet obtained by the grouping unit 602, a target WiFi whose access conditions with at least two terminal devices meet a preset condition;
a determining unit 603, configured to determine at least two terminal devices under the same target WiFi as terminal devices having a social relationship.
Optionally, on the basis of the embodiment corresponding to fig. 6, please refer to fig. 7, in another embodiment of the apparatus for determining a social relationship provided in the embodiment of the present application, the determining unit 603 includes:
a first obtaining module 6031, configured to obtain identification information of target WiFi of at least two terminal devices when each WiFi packet includes one target WiFi;
a matching module 6032, configured to match the identification information of the target WiFi of the at least two terminal devices acquired by the acquisition module;
a first determining module 6033, configured to determine, when the identification information of the target WiFi of the at least two terminal devices is matched, that the at least two terminal devices are terminal devices with a social relationship;
a first determining module 6033, configured to determine, when the identification information of the target WiFi of the at least two terminal devices does not match and the target WiFi includes at least two sub-targets WiFi, area identification information corresponding to the sub-targets WiFi of the at least two terminal devices;
a matching module 6032, configured to match area identification information corresponding to sub-targets WiFi of at least two terminal devices;
a first determining module 6033, configured to determine that the at least two terminal devices are terminal devices having a social relationship when the area identification information corresponding to the sub-targets WiFi of the at least two terminal devices is matched.
Optionally, on the basis of the embodiment corresponding to fig. 6, in another embodiment of the apparatus for determining social relationships provided in the embodiment of the present application,
an obtaining unit 601, configured to obtain access times of at least two terminal devices respectively connecting to each WiFi in a WiFi packet within a preset time;
a determining unit 603, configured to determine that WiFi corresponding to a first value is a target WiFi of each of at least two terminal devices, where the first value is a maximum value of access times and meets a preset condition.
Optionally, on the basis of the embodiment corresponding to fig. 6, in another embodiment of the apparatus for determining social relationships provided in the embodiment of the present application,
an obtaining unit 601, configured to obtain access duration for at least two terminal devices to connect to each WiFi in a WiFi packet within a preset time;
the determining unit 603 is configured to determine that WiFi corresponding to a second value is a target WiFi of each of the at least two terminal devices, where the second value is a maximum value of the access duration and meets a preset condition.
Optionally, on the basis of the embodiment corresponding to fig. 6, please refer to fig. 8, in another embodiment of the apparatus for determining a social relationship provided in the embodiment of the present application, the determining unit 603 includes: a second obtaining module 6034, an input module 6035, a second determining module 6036;
a second obtaining module 6034, configured to obtain identification information of WiFi and geographic location information of WiFi connected to at least two terminal devices;
an input module 6035, configured to input identification information of WiFi and geographic location information of WiFi in a preset clustering algorithm to obtain a clustering result;
and a second determining module 6036, configured to determine, according to the clustering result, target WiFi of at least two terminal devices.
Optionally, on the basis of the embodiment corresponding to fig. 6, in another embodiment of the apparatus for determining a social relationship provided in the embodiment of the present application, the WiFi information includes geographical location information of WiFi and type information of WiFi,
a grouping unit 602, configured to group WiFi information in the WiFi information set according to the geographical location information of the WiFi and the type information of the WiFi.
Optionally, on the basis of the embodiment corresponding to fig. 6, in another embodiment of the apparatus for determining a social relationship provided in the embodiment of the present application, the WiFi connection information includes user behavior information of WiFi,
a grouping unit 602, configured to group WiFi information in the WiFi information set according to the user behavior information of WiFi.
Therefore, different pieces of WiFi information are grouped by the grouping unit 602, so that the determining unit 603 determines, in the same type of WiFi, a target WiFi for which each terminal device meets a preset condition, and determines other terminal devices having a social relationship with the terminal device, thereby improving accuracy of determining the social relationship and improving user experience.
The social relationship determination device in the embodiment of the present application is described above from the perspective of the modular functional entity, and the social relationship determination device in the embodiment of the present application is described below from the perspective of hardware processing. Fig. 9 is a schematic structural diagram of a device for determining a social relationship according to an embodiment of the present disclosure, where the device for determining a social relationship may generate a relatively large difference due to different configurations or performances, and the device for determining a social relationship may include at least one processor 701, a communication line 707, a memory 703, and at least one communication interface 704.
The processor 701 may be a general processing unit (CPU), a microprocessor, an application-specific integrated circuit (server IC), or one or more ICs for controlling the execution of programs in accordance with the present invention.
The communication link 707 may include a path that conveys information between the aforementioned components.
The memory 703 may be a read-only memory (ROM) or other type of static storage device that may store static information and instructions, a Random Access Memory (RAM) or other type of dynamic storage device that may store information and instructions, which may be separate and coupled to the processor via a communication line 707. The memory may also be integral to the processor.
The memory 703 is used for storing computer-executable instructions for executing the present invention, and is controlled by the processor 701 to execute. The processor 701 is configured to execute computer-executable instructions stored in the memory 703 to implement the method for determining social relationships provided in the above embodiments of the present application.
Optionally, the computer-executable instructions in the embodiments of the present application may also be referred to as application program codes, which are not specifically limited in the embodiments of the present application.
In a specific implementation, the determining means for determining a social relationship may include a plurality of processors, such as the processor 701 and the processor 702 in fig. 9, for example. Each of these processors may be a single-core (single-CPU) processor or a multi-core (multi-CPU) processor. A processor herein may refer to one or more devices, circuits, and/or processing cores for processing data (e.g., computer program instructions).
In this specific implementation, the social relationship determination apparatus may further include an output device 705 and an input device 706, as an embodiment. The output device 705 is in communication with the processor 701 and may display information in a variety of ways. The input device 706 is in communication with the processor 701 and may receive user input in a variety of ways. For example, the input device 706 may be a mouse, a touch screen device, or a sensing device, among others.
The determination means of the social relationship may be a general-purpose device or a special-purpose device. In a specific implementation, the social relationship determination device may be a desktop computer, a laptop computer, a nas server, a wireless terminal device, an embedded device, or a device with a similar structure as in fig. 9. The type of the determination device of the social relationship is not limited in the embodiments of the present application.
In this embodiment of the present application, the processor 701 included in the apparatus for determining a social relationship further has the following functions:
acquiring a wireless fidelity (WiFi) information set of a plurality of terminal devices, wherein the WiFi information set comprises WiFi information which is respectively connected with the plurality of terminal devices;
grouping WiFi information in the WiFi information set according to the type of the WiFi information to obtain at least two WiFi groups;
in each WiFi grouping, determining target WiFi which meets preset conditions with respective access conditions of at least two terminal devices;
and determining at least two terminal devices under the same target WiFi as the terminal devices with social relations.
In some embodiments of the present application, the processor 701 included in the apparatus for determining a social relationship may be further specifically configured to, when each WiFi packet includes one target WiFi, obtain identification information of the target WiFi of the at least two terminal devices; matching identification information of target WiFi of the at least two terminal devices; if the identification information of the target WiFi of the at least two terminal devices is matched, determining that the at least two terminal devices are the terminal devices with the social relationship; if the identification information of the target WiFi of the at least two terminal devices is not matched, determining the area identification information corresponding to the sub-target WiFi of the at least two terminal devices when the target WiFi comprises the at least two sub-target WiFi; matching area identification information corresponding to the sub-targets WiFi of the at least two pieces of terminal equipment; and if the area identification information corresponding to the sub-targets WiFi of the at least two terminal devices is matched, determining that the at least two terminal devices are the terminal devices with the social relationship.
In some embodiments of the present application, the processor 701 included in the apparatus for determining a social relationship may be further specifically configured to obtain access times that the at least two terminal devices are respectively connected to each WiFi in the WiFi group within a preset time; and determining WiFi corresponding to a first value as respective target WiFi of the at least two terminal devices, wherein the first value is the maximum value of the access times meeting the preset condition.
In some embodiments of the present application, the processor 701 included in the apparatus for determining a social relationship may be further specifically configured to obtain an access duration for each WiFi in the WiFi group to which the at least two terminal devices are respectively connected within a preset time; and determining WiFi corresponding to a second value as respective target WiFi of the at least two terminal devices, wherein the second value is the maximum value of the preset condition that the access duration meets.
In some embodiments of the present application, the processor 701 included in the apparatus for determining a social relationship may be further specifically configured to obtain identification information of WiFi and geographic location information of WiFi connected to the at least two terminal devices; inputting the identification information of the WiFi and the geographical position information of the WiFi in a preset clustering algorithm to obtain a clustering result; and determining respective target WiFi of the at least two terminal devices according to the clustering result.
In some embodiments of the present application, the processor 701 included in the apparatus for determining a social relationship may be further specifically configured to group WiFi information in the WiFi information set according to the geographical location information of WiFi and the type information of WiFi, where the WiFi information includes WiFi geographical location information and WiFi type information.
In some embodiments of the application, the processor 701 included in the apparatus for determining a social relationship may be further specifically configured to group WiFi information in the WiFi information set according to the WiFi user behavior information, where the WiFi connection information includes WiFi user behavior information.
In some embodiments of the present application, the WiFi packets described above include home WiFi, work WiFi, or entertainment WiFi.
In some embodiments of the present application, the social relationships described above include family relationships, colleague relationships, or entertainment relationships.
Therefore, by grouping different WiFi information, the target WiFi which meets the preset condition of each terminal device is determined in the same WiFi, so that other terminal devices which have social relations with the terminal device are determined, the accuracy of determining the social relations is improved, the user experience is improved, and the accuracy of pushing the directional messages can be improved.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other manners. For example, the above-described apparatus embodiments are merely illustrative, and for example, a division of a unit is merely a logical division, and an actual implementation may have another division, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
Units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application may be substantially implemented or contributed to by the prior art, or all or part of the technical solution may be embodied in a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method of the embodiments of the present application. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a read-only memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
The above embodiments are only used to illustrate the technical solutions of the present application, and not to limit the same; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions in the embodiments of the present application.
Claims (15)
1. A method of determining social relationships, comprising:
acquiring a wireless communication information set of a plurality of terminal devices, wherein the wireless communication information set comprises wireless communication information which is respectively connected with the plurality of terminal devices;
grouping the wireless communication information in the wireless communication information set according to the type of the wireless communication information to obtain at least two wireless communication groups;
in each wireless communication group, determining target wireless communication of which the respective access conditions with at least two terminal devices meet preset conditions;
and determining the at least two terminal devices under the same target wireless communication as the terminal devices with social relations.
2. The method of claim 1, wherein the determining the at least two terminal devices in wireless communication with the same target as the terminal devices having social relationships comprises:
when each wireless communication group comprises one target wireless communication, acquiring identification information of the target wireless communication of the at least two terminal devices;
matching identification information of target wireless communication of the at least two terminal devices;
if the identification information of the target wireless communication of the at least two terminal devices is matched, determining that the at least two terminal devices are the terminal devices with the social relationship;
if the identification information of the target wireless communication of the at least two terminal devices is not matched, determining area identification information corresponding to the sub-target wireless communication of the at least two terminal devices when the target wireless communication comprises at least two sub-target wireless communication;
matching area identification information corresponding to the sub-target wireless communication of the at least two terminal devices;
and if the area identification information corresponding to the sub-target wireless communication of the at least two terminal devices is matched, determining that the at least two terminal devices are the terminal devices with the social relationship.
3. The method according to claim 1 or 2, wherein the determining, in each wireless communication packet, a target wireless communication for which respective access conditions with at least two terminal devices satisfy a preset condition comprises:
acquiring the access times of the at least two terminal devices respectively connected with each wireless communication in the wireless communication group within a preset time;
and determining that the wireless communication corresponding to a first value is the target wireless communication of the at least two terminal devices, wherein the first value is the maximum value of the access times meeting the preset condition.
4. The method according to claim 1 or 2, wherein the determining, in each wireless communication packet, a target wireless communication for which respective access conditions with at least two terminal devices satisfy a preset condition comprises:
acquiring access time length of each wireless communication of the at least two terminal devices respectively connected with the wireless communication group in a preset time;
and determining that the wireless communication corresponding to a second value is the target wireless communication of the at least two terminal devices, wherein the second value is the maximum value of the preset condition that the access duration meets.
5. The method according to claim 1 or 2, wherein the determining, in each wireless communication packet, a target wireless communication for which respective access conditions with at least two terminal devices satisfy a preset condition comprises:
acquiring identification information of wireless communication and geographical position information of the wireless communication connected with the at least two terminal devices;
inputting the identification information of the wireless communication and the geographic position information of the wireless communication in a preset clustering algorithm to obtain a clustering result;
and determining respective target wireless communication of the at least two terminal devices according to the clustering result.
6. The method of any of claims 1 to 5, wherein the wireless communication information comprises geographical location information of the wireless communication and type information of the wireless communication, and wherein grouping the wireless communication information in the set of wireless communication information according to the type of the wireless communication information comprises:
grouping the wireless communication information in the wireless communication information set according to the geographic position information of the wireless communication and the type information of the wireless communication.
7. The method of any of claims 1 to 5, wherein the wireless communication connection information comprises user behavior information of wireless communication, and wherein grouping the wireless communication information in the set of wireless communication information according to the type of wireless communication information comprises:
grouping the wireless communication information in the wireless communication information set according to the user behavior information of the wireless communication.
8. The method of claim 6 or 7, wherein the wireless communication packet comprises a home wireless communication, a work wireless communication, or an entertainment wireless communication.
9. The method of claim 8, wherein the social relationship comprises a family relationship, a colleague relationship, or an entertainment relationship.
10. An apparatus for determining social relationships, comprising:
an obtaining unit, configured to obtain a wireless fidelity wireless communication information set of a plurality of terminal devices, where the wireless communication information set includes wireless communication information to which each of the plurality of terminal devices is connected;
the grouping unit is used for grouping the wireless communication information in the wireless communication information set acquired by the acquisition unit according to the type of the wireless communication information to obtain at least two wireless communication groups;
a determining unit, configured to determine, in each wireless communication packet obtained by the grouping unit, a target wireless communication for which respective access conditions with at least two terminal devices satisfy a preset condition;
the determining unit is configured to determine the at least two terminal devices under the same target wireless communication as terminal devices having a social relationship.
11. The apparatus for determining social relationship according to claim 10, wherein the determining unit includes:
a first obtaining module, configured to obtain identification information of target wireless communication of the at least two terminal devices when each wireless communication packet includes one target wireless communication;
the matching module is used for matching the identification information of the target wireless communication of the at least two pieces of terminal equipment acquired by the acquisition module;
a first determining module, configured to determine that the at least two terminal devices are the terminal devices with the social relationship if identification information of target wireless communications of the at least two terminal devices is matched;
the first determining module is configured to determine, when the identification information of the target wireless communication of the at least two terminal devices does not match and the target wireless communication includes at least two sub-target wireless communications, area identification information corresponding to the sub-target wireless communications of the at least two terminal devices;
the matching module is used for matching the area identification information corresponding to the sub-target wireless communication of the at least two terminal devices;
the first determining module is configured to determine that the at least two terminal devices are the terminal devices with the social relationship if the area identification information corresponding to the sub-target wireless communications of the at least two terminal devices is matched.
12. The apparatus for determining social relationship according to claim 10 or 11,
the acquiring unit is configured to acquire access times of the at least two terminal devices respectively connecting to each wireless communication in the wireless communication packet within a preset time;
the determining unit is configured to determine that wireless communication corresponding to a first value is target wireless communication of the at least two terminal devices, where the first value is a maximum value of the access times and satisfies the preset condition.
13. The apparatus for determining social relationship according to claim 10 or 11,
the acquiring unit is configured to acquire an access duration for the at least two terminal devices to connect to each wireless communication in the wireless communication packet within a preset time;
the determining unit is configured to determine that the wireless communication corresponding to a second value is the target wireless communication of the at least two terminal devices, where the second value is the maximum value of the access duration and satisfies the preset condition.
14. An apparatus for determining social relationships, comprising: the system comprises a processor and a memory, wherein the processor and the memory are connected through a communication bus; the processor is used for calling and executing the program stored in the memory; the memory for storing a program for implementing the method of determining social relationships of any one of claims 1 to 9.
15. A computer-readable storage medium having computer-executable instructions stored thereon for performing the method of determining social relationships of any one of claims 1 to 9.
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| CN108846767A (en) * | 2017-04-27 | 2018-11-20 | 清华大学 | The characteristic-acquisition method and device of social group |
| CN108616648A (en) * | 2018-03-15 | 2018-10-02 | 维沃移动通信有限公司 | A kind of equipment room relation establishing method and mobile terminal |
| CN108733278A (en) * | 2018-05-29 | 2018-11-02 | 努比亚技术有限公司 | A kind of matching making friends method, mobile terminal and computer storage media |
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| CN112566093A (en) * | 2020-11-13 | 2021-03-26 | 腾讯科技（深圳）有限公司 | Terminal relation identification method and device, computer equipment and storage medium |
| CN112566093B (en) * | 2020-11-13 | 2022-02-01 | 腾讯科技（深圳）有限公司 | Terminal relation identification method and device, computer equipment and storage medium |
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