CN106993048B - Determine method and device, information recommendation method and the device of recommendation information - Google Patents
Determine method and device, information recommendation method and the device of recommendation information Download PDFInfo
- Publication number
- CN106993048B CN106993048B CN201710241132.7A CN201710241132A CN106993048B CN 106993048 B CN106993048 B CN 106993048B CN 201710241132 A CN201710241132 A CN 201710241132A CN 106993048 B CN106993048 B CN 106993048B
- Authority
- CN
- China
- Prior art keywords
- information
- user identifier
- recommendation
- recommended
- transmission times
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 58
- 230000005540 biological transmission Effects 0.000 claims abstract description 134
- 230000004044 response Effects 0.000 claims abstract description 31
- 230000014509 gene expression Effects 0.000 description 43
- 238000010586 diagram Methods 0.000 description 10
- 230000015654 memory Effects 0.000 description 9
- 238000001914 filtration Methods 0.000 description 5
- 238000004891 communication Methods 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000008451 emotion Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000002045 lasting effect Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000006855 networking Effects 0.000 description 1
- 230000008569 process Effects 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/60—Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Information Transfer Between Computers (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
A kind of method and device confirming recommendation information, it obtains and the associated Message Record of the first user identifier, obtain the first transmission times according to each information that sender in the Message Record of statistics is the predefined type that the second user mark except the first user identifier is sent, and determine the second transmission times, using the maximum predetermined number information of the second transmission times as information to be recommended.A kind of information recommendation method and device push above-mentioned information to be recommended when receiving the recommendation request of the first user identifier of carrying of terminal transmission to the corresponding terminal of the first user identifier.Another information recommendation method and device send recommendation request to server, and recommendation request includes the first user identifier of itself, receive the recommendation response that server returns, and recommendation response includes above-mentioned and the associated information to be recommended of the first user identifier.Information to be recommended based on this embodiment scheme can targetedly accurately reflect the desired information of the first user identifier.
Description
Technical field
The present invention relates to Internet technical field, more particularly to a kind of method and device, the information of determining recommendation information push away
Recommend method and device.
Background technology
With the development of mobile Internet, the chat tool that everybody sends is more and more, can be by a variety of different types of
Information is linked up, and wherein information may include that text information, voice messaging and expression information, people are liked sending expression to express
Emotion, there are many modes for obtaining these information, and common mode is user in specified page download information.
However, the information content for including in specified page usually has very much, for many ordinary users, they are difficult
The information oneself liked or needed is found in the magnanimity information of specified page, it is possible that the case where be exactly user effort
Many times, which have checked after many expressions, to be found not find desired and then just abandons, i.e., is provided with downloading in specified page
Information content cannot targetedly accurately reflect the information that user wants too much, cause user subsequently to need to select in this way
When adding information, need that the more time is spent to go to search the information needed, thereby increases and it is possible to oneself desired information can not be found.
Invention content
Based on this, it is necessary to cannot targetedly accurately reflect the information that user wants for information in specified page
The problem of, propose a kind of method and device, information recommendation method and the device of determining recommendation information.
Accordingly, the present embodiment uses following technical scheme：
A kind of method of determining recommendation information, includes the following steps：
Obtain the first user identifier and with the associated Message Record of the first user identifier；
It is the second user mark except first user identifier to obtain according to sender in the Message Record of statistics
Know the first transmission times of each information of the predefined type sent, the second hair of each described information of the predefined type determined
Send number；
Using the maximum predetermined number described information of the second transmission times as with first user identifier is associated waits for
Recommendation information.
A kind of device of determining recommendation information, including：
Message Record acquisition module, for obtain the first user identifier and with the associated message of the first user identifier
Record；
The transmission times determining module of information, for obtaining in the Message Record according to statistics sender as described the
First transmission times of each information for the predefined type that the second user mark except one user identifier is sent, what is determined is described pre-
Determine the second transmission times of each described information of type；
Recommendation information determining module, for using the maximum predetermined number described information of the second transmission times as with it is described
The associated information to be recommended of first user identifier.
The method and device of above-mentioned determining recommendation information obtains the first user identifier and associated with the first user identifier
Message Record；It is the second user mark transmission except the first user identifier to obtain according to sender in the Message Record of statistics
First transmission times of each information of predefined type, the second transmission times of each information of determining predefined type；By the second hair
Send the maximum predetermined number information of number as with the associated information to be recommended of the first user identifier.Pass through above-mentioned determining recommendation
The method and device of information, the maximum predetermined number information of the second transmission times can accurately reflect and second user mark pair
The user answered sends the higher information of the frequency, also just reflects the corresponding information often sent of second user mark, second is sent
The maximum predetermined number information of number as information to be recommended, that is, with in the associated Message Record of the first user identifier
Sender is the determination that second user identifies that corresponding information transmission situation is foundation progress information to be recommended so that is determined waits for
Recommendation information is more matched with the first user identifier, improves the accuracy of information to be recommended, keeps information to be recommended targeted
Ground accurately reflects the information that the corresponding user of the first user identifier wants, and is carried thereby using family when subsequently being selected into row information
High user selects information efficiency.
A kind of information recommendation method, includes the following steps：
Obtain using above-mentioned determining recommendation information method determine with the associated letter to be recommended of first user identifier
Breath；
When receiving the recommendation request of carrying first user identifier of terminal transmission, to first user identifier
The corresponding terminal pushes the information to be recommended.
A kind of information recommending apparatus includes the device and pushing module of above-mentioned determining recommendation information；
The pushing module, in the recommendation request of carrying first user identifier for receiving terminal transmission,
What the device of the determining recommendation information was determined uses with the associated information to be recommended of first user identifier to described first
The corresponding terminal push of family mark.
Above- mentioned information recommend method and device, obtain using above-mentioned determining recommendation information method determine with the first user
Identify associated information to be recommended；When receiving the recommendation request of the first user identifier of carrying of terminal transmission, used to first
Family identifies corresponding terminal and pushes information to be recommended.It is by the method for above-mentioned determining recommendation information that the second transmission times is maximum
Predetermined number information as with the associated information to be recommended of the first user identifier, make information to be recommended and the first user identifier more
Add matching, improve the accuracy of information to be recommended, to be asked when the recommendation for the first user identifier of carrying for receiving terminal transmission
When asking, information to be recommended is pushed to the corresponding terminal of the first user identifier, the information to be recommended pushed to terminal is enable to be directed to
The information that the corresponding user of the first user identifier wants is accurately reflected to property, user is made to be improved when subsequently being selected into row information
User selects information efficiency.
A kind of information recommendation method, includes the following steps：
Recommendation request is sent to server, the recommendation request includes the first user identifier of itself；
The recommendation response that the server returns is received, the recommendation response includes associated with first user identifier
Information to be recommended, the information to be recommended include：With in the associated Message Record of the first user identifier, statistics sender
The second transmission times maximum predetermined number sent for the second user mark except first user identifier, information
Each described information of predefined type.
A kind of information recommending apparatus, includes the following steps：
Recommendation request sending module, for sending recommendation request to server, the recommendation request includes itself first
User identifier；
Recommendation response receiving module, the recommendation response returned for receiving the server, the recommendation response include with
The associated information to be recommended of first user identifier, the information to be recommended include：It is associated with first user identifier
In Message Record, statistics sender be first user identifier except second user mark send, information second
Each described information of the maximum predetermined number predefined type of transmission times.
Above- mentioned information recommends method and device, sends recommendation request to server, recommendation request includes that itself first is used
Family identifies；The recommendation response that server returns is received, recommendation response includes and the associated information to be recommended of the first user identifier.By
In the information to be recommended of reception include in the associated Message Record of the first user identifier, statistics sender be the first user
Each letter of the maximum predetermined number predefined type of the second transmission times that second user mark except mark is sent, information
Breath can accurately reflect the corresponding information often sent of second user mark, be with the associated Message Record of the first user identifier
It is to wait pushing away to receive according to the information to be recommended determined that middle sender, which is that second user identifies corresponding information to send situation,
It recommends information more to match with the first user identifier, improves the accuracy of information to be recommended, information to be recommended can be targetedly accurate
Really reflect the information that the corresponding user of the first user identifier wants, improves use when subsequently being selected into row information thereby using family
Family selects information efficiency.
Description of the drawings
Fig. 1 is the working environment schematic diagram of one embodiment；
Fig. 2 is the composed structure schematic diagram of the terminal in one embodiment；
Fig. 3 is the composed structure schematic diagram of the server in one embodiment
Fig. 4 is the flow diagram of the method for the determination recommendation information of one embodiment；
Fig. 5 is the flow diagram of the information recommendation method of one embodiment；
Fig. 6 is the flow diagram of the information recommendation method of another embodiment；
Fig. 7 is the module diagram of the device of the determination recommendation information of one embodiment；
Fig. 8 is the module diagram of the information recommending apparatus of one embodiment；
Fig. 9 is the module diagram of the information recommending apparatus of another embodiment.
Specific implementation mode
To make the objectives, technical solutions, and advantages of the present invention more comprehensible, with reference to the accompanying drawings and embodiments, to this
Invention is described in further detail.It should be appreciated that the specific embodiments described herein are only used to explain the present invention,
Do not limit protection scope of the present invention.
Fig. 1 shows the working environment schematic diagram in one embodiment of the invention, as shown in Figure 1, its working environment is related to
Terminal 110, server 120 and network 130, terminal 110 and server 120 can be communicated by network 130.Server
120 can count with the associated information to be recommended of the first user identifier, and receive terminal 110 transmission the first user of carrying mark
When the recommendation request of knowledge, the information to be recommended is pushed to the corresponding terminal 110 of the first user identifier.Terminal 110 can be to server
The information to be recommended of 120 push is received, and specifically, terminal 110 needs to send recommendation request, server-side to server 120
120 only carry out information recommendation to the corresponding terminal 110 of the first user identifier carried in the recommendation request that receives.Terminal
110 receive the information to be recommended of server response recommendation request push.
Wherein, terminal 110, which can be any type, can realize intelligent input output, receive information to be recommended and progress
The equipment that the information of addition was added and sent to other-end to information, for example, desktop computer or mobile terminal, mobile terminal can be with
It is smart mobile phone, tablet computer, vehicle-mounted computer, wearable intelligent equipment etc..The server 120 can be to determine recommendation information with
And the server where the platform of progress recommendation information push；Server 120 can be one or more.What the present embodiment was related to
It is that server 120 determines recommendation information and carries out the scheme of information recommendation and the scheme of the reception recommendation information of terminal 110, terminal
110 recommendation informations that can be pushed to server 120 are added into row information realizes that the information of addition is sent to other-end and realizes letter
Cease intelligent operation.
The internal structure chart of terminal 110 in one embodiment is as shown in Figure 2.The terminal 110 includes passing through system bus
Processor, storage medium, network interface and the memory of connection.Wherein, the storage medium of terminal 110 is stored with operating system and one
Kind information recommending apparatus, the information receiver is for realizing a kind of information recommendation method.The processor of terminal 110 is for providing
Calculating and control ability, support the operation of entire terminal 110.The information in non-volatile memory medium is saved as in terminal 110
The operation of recommendation apparatus provides environment, can store computer-readable instruction in the memory, which is handled
When device executes, processor may make to execute a kind of information recommendation method.The network interface of terminal 110 with network 130 for connecting
And communication.
The internal structure chart of server 120 in one embodiment is as shown in Figure 3.The server 120 includes passing through system
Processor, storage medium, network interface and the memory of bus connection.Wherein, the storage medium of server 120 is stored with operation system
System, a kind of device of determining recommendation information and a kind of information recommending apparatus, the device of the determination recommendation information is for realizing one kind
The method for determining recommendation information, the information recommending apparatus is for realizing a kind of information recommendation method.The processor of server 120 is used
In providing calculating and control ability, the operation of entire server 120 is supported.Non-volatile memories Jie is saved as in server 120
The operation of the device, information recommending apparatus of determination recommendation information in matter provides environment, and can store computer in the memory can
Reading instruction when the computer-readable instruction is executed by processor, may make processor to execute a kind of method of determining recommendation information
With a kind of information recommendation method.The network interface of server 120 is for connecting and communicating with network 130.
As shown in figure 4, the method for the determination recommendation information in one embodiment, including step S410 to step S430：
S410：Obtain the first user identifier and with the associated Message Record of the first user identifier.
User identifier be can unique designated user's identity mark, may include in number, letter and punctuation mark extremely
A kind of character string of few character, the first user identifier is that can receive the corresponding user identifier of information user to be recommended, different
Message communicating can be carried out by mutual association between user identifier, to will produce and the first user identifier is associated disappears
Breath record.In the present embodiment, after getting the first user identifier, also it is known that the user identifier of receivable information to be recommended,
To, can obtain with the associated Message Record of the first user identifier, by taking the application scenarios of instant chat as an example, Message Record can be with
It is recorded including session log and group chat.For example, in practical chat application, the association between user A and user B can be with
Including good friend's association and group associations, good friend's association refers to user A and user B good friend each other, and group associations refer to user A and user
B is under the jurisdiction of identical group.After user A and user B are relevant, then message exchange can be mutually carried out, be associated with if good friend, user
One-to-one message communicating can be carried out between A and user B, you can obtain what user sent by the session log between user
Information.If group associations, user can be by sending a message to group, and the other users in group can get group chat note
It records to get the information that the user sends, realizes the message communicating between different user.
S420：It obtains and hair is identified for the second user except the first user identifier according to sender in the Message Record of statistics
First transmission times of each information of the predefined type sent, the second transmission times of each information of determining predefined type.
It is above-mentioned with the associated Message Record of the first user identifier in, include with the first user identifier be good friend associated the
Session log between two user identifiers and the first user identifier, and with the first user identifier be group associations second user
The group chat of same group records where mark and the first user identifier, to be the second use to sender in Message Record
The transmission times (being known as the first transmission times in the present embodiment) for the information that family mark is sent is counted, in the present embodiment,
It can be real-time statistics, can also be to be counted when having Message Record update every time.
In practical applications, the exchange between different user can be believed by word category information, voice category information, video class
Breath and expression category information are exchanged, i.e., predefined type may include literal type, sound-type, video type and expression class
Type in this specific example is exchanged by expression category information, to be the determination to expression class recommendation information, then in advance
It is expression type to determine type, and each information of predefined type is expression information.That is, according to above-mentioned Message Record, it can statistical message note
First transmission times of each expression information that sender sends for the second user mark except the first user identifier in record, first
Transmission times is the number for the expression information that each second user mark is sent respectively, it will be understood that each expression information has certainly respectively
Then oneself corresponding first transmission times is each table that the second user mark except the first user identifier is sent according to sender
First transmission times of feelings information can determine that the second transmission times of each expression information, the second transmission times are each expression information point
Not corresponding total transmission times.
Assuming that the table sent with the associated other users marks (second user mark) of the first user identifier A in an example
First transmission times of feelings information is as shown in table 1, wherein user identifier C, user identifier D, user identifier E, user identifier F and
User identifier G is that good friend is associated with the first user identifier A, user identifier AA, user identifier AB, user identifier AC and user identifier
AD and the first user identifier A is group, and as shown in table 1, user identifier C has sent 4 expression informations 1, and user identifier D has sent
2 expression informations 2, user identifier E send expression 3 and have sent 2 times, and user identifier F sends expression 4 and has sent 1 time, user identifier
G sends expression 3 and has sent 1 time, and user identifier AA sends that expression 1 has sent 2 times, user identifier AB sends expression 1 and have sent 1
Secondary, user identifier AC transmissions expression 2 has sent 2 times and user identifier AD sends expression 4 and has sent 1 time.By counting transmission
Total transmission times of expression information, obtaining the second transmission times is respectively：Second transmission times of expression information 1 is 7 times, expression
Second transmission times of information 2 is 4 times, and the second transmission times of expression information 3 is 2 times, the second transmission times of expression information 4
It is 2 times.
Table 1 and the associated Message Records of the first user identifier A count
S430：Using the maximum predetermined number information of the second transmission times as associated to be recommended with the first user identifier
Information.
It is all same that based on social networks, in good friend that general user is added or the group, other users are most of
Group, thus the information of predefined type used by a user with the other users in its good friend or group be it is more similar,
So for each first user identifier, need to obtain session log and group chat record in Message Record associated with it
First transmission times of each information of the predefined type of transmission, and determine the second transmission times of each information of predefined type, the
Two transmission times are bigger, and the information transmission for indicating the predefined type is more frequent, and the information use of the predefined type is more frequent, more can
The information that the corresponding user of the first user identifier wants is accurately reflected, to which the maximum predetermined number of the second transmission times is a
Information as with the associated information to be recommended of the first user identifier, can ensure that determining information to be recommended can be targetedly in this way
Accurately reflect the information that the corresponding user of the first user identifier wants, selection of the user in the information for subsequently carrying out predefined type
When, without being selected in the information of magnanimity, the selection time is saved, user's efficiency of selection is improved.
The first different user identifiers, due to its associated Message Record difference, so that it is determined that information to be recommended be also
Different, for example, the information to be recommended that server, which is the first user identifier A1, to be determined may include expression information 1, expression information
2, expression information 3 and expression information 4, and be the information to be recommended that the first user identifier A2 is determined may include expression information 4, table
Feelings information 5, expression information 6 and expression information 7.
The method of above-mentioned determining recommendation information obtains the first user identifier and remembers with the associated message of the first user identifier
Record；Obtain the predetermined class sent for the second user mark except the first user identifier according to sender in the Message Record of statistics
First transmission times of each information of type, the second transmission times of each information of determining predefined type；By the second transmission times
Maximum predetermined number information as with the associated information to be recommended of the first user identifier.Pass through above-mentioned determining recommendation information
Method, it is that the second user mark except the first user identifier is sent that can get the sender in Message Record according to statistics
First transmission times of each information of predefined type, the second transmission times of each information of determining predefined type, second sends
The maximum predetermined number information of number can accurately reflect user corresponding with second user mark and send the higher letter of the frequency
Breath also just reflects the corresponding information often sent of second user mark, by the maximum predetermined number information of the second transmission times
As information to be recommended, that is, using corresponding as second user mark with sender in the associated Message Record of the first user identifier
Information to send situation be according to the determination for carrying out information to be recommended so that the information to be recommended determined with the first user identifier more
Add matching, improve the accuracy of information to be recommended, information to be recommended is enable targetedly to accurately reflect the first user identifier
The information that corresponding user wants improves user when subsequently being selected into row information thereby using family and selects information efficiency.
Can be in one of the embodiments, each information of the predefined type in Message Record number be more than predetermined number
When mesh, then enter using the maximum predetermined number information of the second transmission times as with the associated letter to be recommended of the first user identifier
The step of breath；Otherwise, each information of predefined type is determined as information to be recommended.
Since there may be the feelings less than or equal to predetermined number for the number of each information of predefined type in Message Record
Condition, whether the number to also need to each information of predefined type is analyzed more than predetermined number, if predefined type is each
The number of information is more than predetermined number, illustrates to be enough using each information of tentation data as the number of information to be recommended, directly
Using the maximum predetermined number information of the second transmission times as with the associated information to be recommended of the first user identifier, it is no
Then, it is inadequate using each information of tentation data as the number of information to be recommended, at this point, directly by predefined type in Message Record
Each information all as information to be recommended.For example, in the present embodiment, the information of predetermined number 10, predefined type is table
Feelings information is used if it is 11 that sender, which is the number for the expression information that second user mark is sent, in Message Record with first
The number that family identifies expression information in associated Message Record is greater than predetermined number 10, it is sufficient to therefrom select transmission times
Preceding 10 expression information is as information to be recommended, if sender is the expression information that second user mark is sent in Message Record
Number is 6, i.e. the number with expression information in the associated Message Record of the first user identifier is less than predetermined number 10, no
It is enough therefrom to select before transmission times 10 expression information as information to be recommended, at this point, by all expression informations (6
Expression information) it is used as information to be recommended.
The method of above-mentioned determining recommendation information in one of the embodiments, can also include step：
After being spaced the first preset time period, return obtain the first user identifier and with the associated message of the first user identifier
The step of record, redefines and the associated information to be recommended of the first user identifier.
That is, obtain the first user identifier and with the associated Message Record of the first user identifier after, can be with
Record obtains the acquisition time with the associated Message Record of the first user identifier, is obtaining and the associated message of the first user identifier
After the first preset time period after record, needs to return and obtain the first user identifier and associated with the first user identifier
The step of Message Record, reacquire the first user identifier and with the associated Message Record of the first user identifier, with again really
The fixed and associated information to be recommended of the first user identifier.
With the lasting progress of chat, Message Record is in continuous renewal, in order to avoid determining information mistake to be recommended
When, so that information to be recommended is timely updated, needs to be associated with the first user identifier at interval of the reacquisition of the first preset time period
Message Record, reacquire the first hair of each information for the predefined type that the mark of second user in the Message Record of statistics is sent
Number is sent, and redefines the second transmission times, subsequently again by the predefined type of the maximum tentation data of the second transmission times
Each information realizes redefining for information to be recommended, can ensure that timely updating for information to be recommended in this way as information to be recommended,
It is more in line with the information for the predefined type that user currently wants.In the present embodiment, the first preset time period could be provided as one
A month either other times section such as 1 week or 10 days, you can second user mark transmission is made a reservation for every other month
First transmission times of each information of type is updated, and to the second transmission times of update, recommendation information is treated to realize
Update.
The first transmission times is sender in nearest second preset time period in Message Record in one of the embodiments,
For the transmission times of each information of the predefined type of second user mark transmission.
Since the information of the predefined type of the second user mark transmission in the period closer with current time more can be anti-
The information often sent in nearest a period of time is reflected, can more reflect that the first user identifier wants the table sent within this period of time
Feelings, to be that being sent in nearest second preset time period for acquisition statistics is pre- when obtaining the first transmission times of statistics
The first transmission times for determining each information of type, to ensure that the information to be recommended subsequently determined is that second user identifies newest use
Predefined type information.In the present embodiment, the second preset time period can be one month or other times, that is, what is counted is
First transmission times of each information for the predefined type that second user mark is sent in nearest one month.
In one embodiment, it is closed using the maximum predetermined number information of the second transmission times as with the first user identifier
Further include after the step of information to be recommended of connection：
Obtain the corresponding first information mark of each information to be recommended；
Obtain the second message identification corresponding with the information of the associated predefined type of the first user identifier and each information；
The corresponding information filtering of identical with the second message identification mark, updates letter to be recommended during the first information is identified
Breath.
Message identification be can unique specify information identity mark, may include in number, letter and punctuation mark extremely
A kind of character string of few character.It is that the first user identifier is corresponding with the information of the associated predefined type of the first user identifier
The information of the predefined type possessed.Since the maximum predetermined number information of the second transmission times may be marked in the first user
The information for knowing associated predefined type suffers, and in order to reduce the information content of information to be recommended, reduces the money that push occupies in the process
The information of source space, the predefined type to repeating is filtered, and is updated information to be recommended, subsequently when being pushed, can be reduced
The time is pushed, improves and recommends efficiency.
As shown in figure 5, the information recommendation method executed in server in one embodiment, includes the following steps S410 to step
Rapid S440：
Step S410 to step S430：It is determined using the method for above-mentioned determining recommendation information associated with the first user identifier
Information to be recommended.Can also be to directly acquire to determine using the method for above-mentioned determining recommendation information in another realization method
With the associated information to be recommended of the first user identifier.
S440：When receiving the recommendation request of the first user identifier of carrying of terminal transmission, to the first user identifier pair
The terminal answered pushes information to be recommended.
I.e. server is when carrying out information recommendation, it is necessary first to obtain through appointing in the method for above-mentioned determining recommendation information
Anticipate a kind of determination with the associated information to be recommended of the first user identifier.In order to avoid pushing information shadow to be recommended to all terminals
It rings and recommends efficiency, and terminal is avoided to receive the information to be recommended of server push in the case where not needing recommendation information to eventually
The problem of harassing and wrecking are brought at end, server are needed when receiving the recommendation request of the first user identifier of carrying of terminal transmission,
It means that terminal needs to push, information to be recommended is pushed to the corresponding terminal of the first user identifier.
Above- mentioned information recommends method, obtains being closed with the first user identifier for the method determination for using above-mentioned determining recommendation information
The information to be recommended of connection；When receiving the recommendation request of the first user identifier of carrying of terminal transmission, to the first user identifier
Corresponding terminal pushes information to be recommended.By the device of above-mentioned determining recommendation information by the maximum predetermined number of the second transmission times
Mesh information as with the associated information to be recommended of the first user identifier, make information to be recommended and the first user identifier more
Match, improves the accuracy of information to be recommended, thus when receiving the recommendation request of the first user identifier of carrying of terminal transmission,
Information to be recommended is pushed to the corresponding terminal of the first user identifier, keeps the information to be recommended pushed to terminal targetedly accurate
Really reflect the information that the corresponding user of the first user identifier wants, user is made to improve user's choosing when subsequently being selected into row information
Select information efficiency.
As shown in fig. 6, the information recommendation method executed in terminal in one embodiment, includes the following steps：
S610：Recommendation request is sent to server.
Recommendation request includes the first user identifier of itself.Terminal when needing server-side to provide information to be recommended for it,
Recommendation request is sent to server, information to be recommended is pushed with requesting terminal.
S620：Receive the recommendation response that server returns.
Recommendation response includes including with the associated information to be recommended of the first user identifier, information to be recommended：With the first user
It identifies in associated Message Record, the sender of statistics is the second user mark transmission except the first user identifier, information
The maximum predetermined number predefined type of the second transmission times each information.
Above- mentioned information recommends method, sends recommendation request to server, recommendation request includes the first user identifier of itself；
The recommendation response that server returns is received, recommendation response includes and the associated information to be recommended of the first user identifier.Due to receiving
Information to be recommended include in the associated Message Record of the first user identifier, statistics sender be the first user identifier it
Each information of the maximum predetermined number predefined type of the second transmission times that outer second user mark is sent, information, energy
The corresponding information often sent of second user mark is accurately reflected, is to be sent with the associated Message Record of the first user identifier
It is according to the information to be recommended determined, to the information to be recommended of reception that side, which be that second user identifies corresponding information to send situation,
It is more matched with the first user identifier, improves the accuracy of information to be recommended, information to be recommended can be accurately reflected targetedly
Go out the information that the corresponding user of the first user identifier wants, improves user's selection when subsequently being selected into row information thereby using family
Information efficiency.
Can be associated predetermined with the first user identifier in one of the embodiments, in above-mentioned steps S610
When the number of the information of type is less than preset number threshold value, into the step of sending recommendation request to server.
Since the information of the associated predefined type of the first user identifier has had, it is enough, to avoid harassing, without service
Device carries out information recommendation again, i.e., is greater than or equal to present count in the number of the information with the associated predefined type of the first user identifier
When mesh threshold value, terminal does not send recommendation request to server-side, only in the information with the associated predefined type of the first user identifier
Number be less than preset number threshold value when, to server send recommendation request.
It is in one of the embodiments, with first with the number of the information of the associated predefined type of the first user identifier
The information of the associated predefined type of user identifier has the information with the associated predefined type of the first user identifier counted when update
Number.
That is, once the information with the associated predefined type of the first user identifier has update, then statistics and the again
The number of the information of the associated predefined type of one user identifier, it is ensured that with the information of the associated predefined type of the first user identifier
Number is timely and accurately.
In one embodiment, recommendation response further includes the corresponding first information mark of information to be recommended.
Further include after the step of receiving the recommendation response that server returns：
It obtains and the information of the associated predefined type of the first user identifier and corresponding second message identification；
Information corresponding with the different mark of the second message identification is added to local during the first information is identified.
Since the information to be recommended that server sends over is the information to be recommended that terminal receives without going heavy filtration
It is possible that and have repetition with the information of the associated predefined type of the first user identifier, therefore, can only need to locally no
Information is stored, to avoid the repetition of information.
In one embodiment, after updating information to be recommended, further include：
According to updated information to be recommended, the information of update and the associated predefined type of the first user identifier.
After terminal obtains updated information to be recommended, updated and the associated predefined type of the first user identifier
Information, to, can increase with the information of the associated predefined type of the first user identifier, predefined type is subsequently carried out convenient for user
Information selection.
Further include step before the step of receiving the recommendation response that server returns in one of the embodiments,：
Monitor whether the corresponding terminal of the first user identifier itself networks；
If so, entering the step of receiving the recommendation response that server returns.
In order to ensure information receive it is smooth, terminal also needs to carry out networking detection, specifically, monitor the first user identifier pair
Whether the terminal answered itself connects WiFi (Wireless-Fidelity, Wireless Fidelity) network.
Based on thought identical with the above-mentioned method of determining recommendation information, Fig. 7 shows that the determination in one embodiment pushes away
The device of information is recommended, which may be provided on server, including：
Message Record acquisition module 710, for obtain the first user identifier and with the associated message of the first user identifier
Record；
The transmission times determining module 720 of information is the first use for obtaining sender in the Message Record according to statistics
First transmission times of each information for the predefined type that the second user mark except the mark of family is sent, determining predefined type
Second transmission times of each information；
Recommendation information determining module 730, for using the maximum predetermined number information of the second transmission times as with first
The associated information to be recommended of user identifier.
The device of above-mentioned determining recommendation information obtains the first user identifier and remembers with the associated message of the first user identifier
Record；It is the predefined type that the second user mark except the first user identifier is sent to obtain sender in being recorded according to statistical message
Each information the first transmission times, the transmission times of each information of determining predefined type；Second transmission times is maximum
Predetermined number information as with the associated information to be recommended of the first user identifier.By the device of above-mentioned determining recommendation information,
It is the predefined type that the second user mark except the first user identifier is sent that the sender counted in Message Record, which can be got,
Each information the first transmission times, and the maximum predetermined number information of transmission times can accurately reflect and second user mark
Know corresponding user and send the higher information of the frequency, also just reflects that second user identifies the information that corresponding user often sends,
Using the maximum predetermined number information of the second transmission times as information to be recommended, that is, with associated with the first user identifier
Sender is the determination that second user identifies that corresponding information transmission situation is foundation progress information to be recommended in Message Record, is made
It obtains determining information to be recommended more to match with the first user identifier, improves the accuracy of information to be recommended, make information to be recommended
The information that the corresponding user of the first user identifier wants can be targetedly accurately reflected, subsequently letter is being carried out thereby using family
User, which is improved, when breath selection selects information efficiency.
Recommendation information determining module 730 in one of the embodiments, each information of predefined type in Message Record
When number is more than predetermined number, using the maximum predetermined number information of the second transmission times as associated with the first user identifier
Otherwise each information of predefined type is determined as information to be recommended by information to be recommended.
After Message Record acquisition module 710 is additionally operable to the first preset time period of interval in one of the embodiments, again
It obtains and the associated Message Record of the first user identifier.
The first transmission times is sender in nearest second preset time period in Message Record in one of the embodiments,
For the transmission times of each information of the predefined type of second user mark transmission.
In one embodiment, the device of above-mentioned determining recommendation information further includes：
Identifier acquisition module, for obtaining the corresponding first information mark of each information to be recommended and obtaining and the first user
Identify the information of associated predefined type and corresponding second message identification；
Filtering module, for the corresponding information filtering of mark identical with the second message identification in identifying the first information,
Update information to be recommended.
Based on thought identical with above- mentioned information recommendation method, Fig. 8 shows the information recommending apparatus in one embodiment,
The device may be provided on server, include the device and pushing module 740 of above-mentioned determining recommendation information.
Pushing module 740, for that when receiving the recommendation request of the first user identifier of carrying of terminal transmission, will determine
What the device of recommendation information determined pushes away with the associated information to be recommended of the first user identifier to the corresponding terminal of the first user identifier
It send.
Above- mentioned information recommendation apparatus, according to the method for above-mentioned determining recommendation information by the maximum predetermined number of the second transmission times
Mesh information as with the associated information to be recommended of the first user identifier；When the first user identifier of carrying for receiving terminal transmission
Recommendation request when, push information to be recommended to the corresponding terminal of the first user identifier.Pass through the dress of above-mentioned determining recommendation information
Set using the maximum predetermined number information of the second transmission times as with the associated information to be recommended of the first user identifier and first
User identifier more matches, and improves the accuracy of information to be recommended, to when the first user of the carrying mark for receiving terminal transmission
When the recommendation request of knowledge, information to be recommended is pushed to the corresponding terminal of the first user identifier, makes the letter to be recommended pushed to terminal
Breath can targetedly accurately reflect the information that the corresponding user of the first user identifier wants, and make user subsequently into row information
User is improved when selection selects information efficiency.
Based on thought identical with above- mentioned information recommendation method, Fig. 9 shows the information recommending apparatus in one embodiment,
The device may be provided at terminal, including：
Recommendation request sending module 910, for sending recommendation request to server, recommendation request includes that itself first is used
Family identifies；
Recommendation response receiving module 920, the recommendation response for receiving server return, recommendation response include being used with first
Family identifies associated information to be recommended, and information to be recommended includes：With in the associated Message Record of the first user identifier, statistics hair
The side of sending is the second transmission times maximum predetermined number of the second user mark except the first user identifier is sent information
Each information of predefined type.
Above- mentioned information recommendation apparatus sends recommendation request to server, and recommendation request includes the first user identifier of itself；
The recommendation response that server returns is received, recommendation response includes and the associated information to be recommended of the first user identifier.Due to receiving
Information to be recommended include in the associated Message Record of the first user identifier, statistics sender be the first user identifier it
Each information that outer second user mark is sent, the maximum predetermined number predefined type of transmission times, can accurately reflect
Second user identifies the information that corresponding user often sends, and is to be with sender in the associated Message Record of the first user identifier
It is the information to be recommended to receive and the according to the information to be recommended determined that second user, which identifies corresponding information and sends situation,
One user identifier more matches, and improves the accuracy of information to be recommended, and information to be recommended can targetedly accurately reflect
The information that the corresponding user of one user identifier wants improves user when subsequently being selected into row information thereby using family and selects information
Efficiency.
In one of the embodiments, recommendation request sending module 910 with the associated predefined type of the first user identifier
Information number be less than preset number threshold value when, to server send recommendation request.
It is in one of the embodiments, with first with the number of the information of the associated predefined type of the first user identifier
The information of the associated predefined type of user identifier has the information with the associated predefined type of the first user identifier counted when update
Number.
In one embodiment, recommendation response further includes the corresponding first information mark of information to be recommended.
Above- mentioned information recommendation apparatus further includes：
Message identification acquisition module, for obtaining and the information of the associated predefined type of the first user identifier and corresponding
Second message identification；
Update module, for information addition corresponding with the different mark of the second message identification in identifying the first information
To local.
Since the information to be recommended that server sends over is the information to be recommended that terminal receives without going heavy filtration
It is possible that and have repetition with the information of the associated predefined type of the first user identifier, therefore, can only need to locally no
Information is stored, to avoid the repetition of information.
In one embodiment, above- mentioned information recommendation apparatus further includes：
The information updating module of predefined type, for according to updated information to be recommended, update and the first user identifier
The information of associated predefined type.
Recommendation response receiving module is additionally operable to the corresponding terminal of the first user identifier of monitoring certainly in one of the embodiments,
Whether body networks, if so, receiving the recommendation response of server return again.
One of ordinary skill in the art will appreciate that realizing all or part of flow in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, program can be stored in a non-volatile computer-readable storage
In medium, in the embodiment of the present invention, which can be stored in the storage medium of computer system, and by the computer system
At least one of processor execute, to realize including flow such as the embodiment of above-mentioned each method.Wherein, storage medium can
For magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random
Access Memory, RAM) etc..
Each technical characteristic of above example can be combined arbitrarily, to keep description succinct, not to above-described embodiment
In each technical characteristic it is all possible combination be all described, as long as however, the combination of these technical characteristics be not present lance
Shield is all considered to be the range of this specification record.
Only several embodiments of the present invention are expressed for above example, the description thereof is more specific and detailed, but can not
Therefore it is interpreted as the limitation to the scope of the claims of the present invention.It should be pointed out that for those of ordinary skill in the art,
Without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the protection model of the present invention
It encloses.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of method of determining recommendation information, which is characterized in that include the following steps：
Obtain the first user identifier and with the associated Message Record of the first user identifier；
It obtains and hair is identified for the second user except first user identifier according to sender in the Message Record of statistics
First transmission times of each information of the predefined type sent, the second transmission time of each described information of the predefined type determined
Number；
In the Message Record number of each described information of predefined type be more than predetermined number when, by the second transmission times compared with
Otherwise big predetermined number described information described will make a reservation for as with the associated information to be recommended of first user identifier
Each described information of type is determined as the information to be recommended；
First transmission times is the number of each information for the predefined type that each second user mark is sent respectively, described
Second transmission times is the corresponding total transmission times of each information of predefined type.
2. the method for determining recommendation information according to claim 1, which is characterized in that including at least one in following two
：
It further include step：After being spaced the first preset time period, returns to the first user identifier of the acquisition and used with described first
Family identifies the step of associated Message Record, redefines and the associated information to be recommended of first user identifier；
First transmission times is that sender is the second user in nearest second preset time period in the Message Record
Identify the transmission times of each information of the predefined type sent.
3. a kind of information recommendation method, which is characterized in that include the following steps：
Obtain being used with described first for the method determination for using the determination recommendation information described in the claims 1-2 any one
Family identifies associated information to be recommended；
When receiving the recommendation request of carrying first user identifier of terminal transmission, corresponded to first user identifier
The terminal push the information to be recommended.
4. a kind of information recommendation method, which is characterized in that include the following steps：
Recommendation request is sent to server, the recommendation request includes the first user identifier of itself；
Receive the recommendation response that the server returns, the recommendation response includes and first user identifier is associated waits pushing away
Information is recommended, the method for determination of the information to be recommended includes：It obtains the first user identifier and is closed with first user identifier
The Message Record of connection；It obtains and is used for second except first user identifier according to sender in the Message Record of statistics
First transmission times of each information for the predefined type that family mark is sent, the of each described information of the predefined type determined
Two transmission times, when the number of each described information of predefined type is more than predetermined number in the Message Record, by the second hair
Otherwise the predetermined number described information for sending number larger is incited somebody to action as with the associated information to be recommended of first user identifier
Each described information of the predefined type is determined as the information to be recommended；
Wherein, second transmission times is the corresponding total transmission times of each information of predefined type.
5. information recommendation method according to claim 4, it is characterised in that：
When the number of the information with the associated predefined type of the first user identifier is less than preset number threshold value, into described
The step of recommendation request being sent to server.
6. a kind of device of determining recommendation information, which is characterized in that including：
Message Record acquisition module, for obtaining the first user identifier and remembering with the associated message of first user identifier
Record；
The transmission times determining module of information is first use for obtaining sender in the Message Record according to statistics
First transmission times of each information for the predefined type that the second user mark except the mark of family is sent, the predetermined class determined
Second transmission times of each described information of type；
Recommendation information determining module, the number for each described information of predefined type in the Message Record are more than predetermined number
When mesh, using the larger predetermined number described information of the second transmission times as associated to be recommended with first user identifier
Otherwise each described information of the predefined type is determined as the information to be recommended by information；
First transmission times is the number of each information for the predefined type that each second user mark is sent respectively, described
Second transmission times is the corresponding total transmission times of each information of predefined type.
7. the device of determining recommendation information according to claim 6, which is characterized in that including at least one in following two
：
After the Message Record acquisition module is additionally operable to the first preset time period of interval, reacquire and first user identifier
Associated Message Record；
First transmission times is that sender is the second user in nearest second preset time period in the Message Record
Identify the transmission times of each information of the predefined type sent.
8. a kind of information recommending apparatus, which is characterized in that including determining recommendation information described in the claims 6-7 any one
Device and pushing module；
The pushing module, in the recommendation request of carrying first user identifier for receiving terminal transmission, by institute
State being marked to first user with the associated information to be recommended of first user identifier for the device determination of determining recommendation information
Know the corresponding terminal push.
9. a kind of information recommending apparatus, which is characterized in that include the following steps：
Recommendation request sending module, for sending recommendation request to server, the recommendation request includes the first user of itself
Mark；
Recommendation response receiving module, the recommendation response returned for receiving the server, the recommendation response include with it is described
The associated information to be recommended of first user identifier, the method for determination of the information to be recommended include：Obtain the first user identifier with
And with the associated Message Record of the first user identifier；It is described the to obtain according to sender in the Message Record of statistics
First transmission times of each information for the predefined type that the second user mark except one user identifier is sent, what is determined is described pre-
The second transmission times for determining each described information of type, the number of each described information of predefined type is big in the Message Record
When predetermined number, it is associated with using the larger predetermined number described information of the second transmission times as with first user identifier
Information to be recommended each described information of the predefined type is otherwise determined as the information to be recommended；
Wherein, second transmission times is the corresponding total transmission times of each information of predefined type.
10. information recommending apparatus according to claim 9, which is characterized in that the recommendation request sending module with institute
When stating the number of the information of the associated predefined type of the first user identifier less than preset number threshold value, pushed away to described in server transmission
Recommend request.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710241132.7A CN106993048B (en) | 2017-04-13 | 2017-04-13 | Determine method and device, information recommendation method and the device of recommendation information |
| PCT/CN2018/079747 WO2018188459A1 (en) | 2017-04-13 | 2018-03-21 | Method and device for determining recommendation information and method and device for information recommendation |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710241132.7A CN106993048B (en) | 2017-04-13 | 2017-04-13 | Determine method and device, information recommendation method and the device of recommendation information |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106993048A CN106993048A (en) | 2017-07-28 |
| CN106993048B true CN106993048B (en) | 2018-09-14 |
Family
ID=59415987
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710241132.7A Active CN106993048B (en) | 2017-04-13 | 2017-04-13 | Determine method and device, information recommendation method and the device of recommendation information |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN106993048B (en) |
| WO (1) | WO2018188459A1 (en) |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106993048B (en) * | 2017-04-13 | 2018-09-14 | 腾讯科技（深圳）有限公司 | Determine method and device, information recommendation method and the device of recommendation information |
| CN110915187B (en) * | 2017-08-31 | 2022-04-01 | 深圳市欢太科技有限公司 | Information recommendation method and related equipment |
| CN109922470B (en) * | 2017-12-13 | 2021-01-15 | 中国移动通信集团公司 | Recommendation method, terminal and server |
| CN108446410B (en) * | 2018-05-29 | 2022-05-17 | 科大讯飞股份有限公司 | Information recommendation method, device, system, equipment and readable storage medium |
| CN109472670A (en) * | 2018-11-02 | 2019-03-15 | 深圳壹账通智能科技有限公司 | Product data push method, device, computer equipment and storage medium |
| CN109936637B (en) * | 2019-03-18 | 2022-01-25 | 北京达佳互联信息技术有限公司 | Message push frequency control method, device, server and medium |
| CN110825957B (en) * | 2019-09-17 | 2023-04-11 | 中国平安人寿保险股份有限公司 | Deep learning-based information recommendation method, device, equipment and storage medium |
| CN112887189B (en) * | 2019-11-29 | 2022-08-12 | 腾讯科技（深圳）有限公司 | Method, device, computer equipment and storage medium for timing sending of session message |
| CN113254784A (en) * | 2021-06-18 | 2021-08-13 | 北京达佳互联信息技术有限公司 | Information display method and device, electronic equipment and storage medium |
| CN114500445B (en) * | 2022-01-04 | 2025-02-25 | 维沃移动通信有限公司 | Communication record acquisition method, device, electronic device and storage medium |
| CN115906289A (en) * | 2022-12-08 | 2023-04-04 | 浙江极氪智能科技有限公司 | A processing method, device, equipment and medium for automobile shock absorber configuration information |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102317941A (en) * | 2011-07-30 | 2012-01-11 | 华为技术有限公司 | Information recommending method, recommending engine and network system |
| EP2413591A1 (en) * | 2010-07-27 | 2012-02-01 | Kabushiki Kaisha Toshiba | Digital broadcast recording/reproducing apparatus |
| CN104618222A (en) * | 2015-01-07 | 2015-05-13 | 腾讯科技（深圳）有限公司 | Method and device for matching expression image |
| CN105975563A (en) * | 2016-04-29 | 2016-09-28 | 腾讯科技（深圳）有限公司 | Facial expression recommendation method and apparatus |
| CN106326431A (en) * | 2016-08-25 | 2017-01-11 | 乐视控股（北京）有限公司 | Information recommendation method and device |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102375844A (en) * | 2010-08-20 | 2012-03-14 | 腾讯数码（天津）有限公司 | Information providing method and system |
| US8775570B2 (en) * | 2011-09-15 | 2014-07-08 | Hewlett-Packard Development Company, L. P. | Geographic recommendation online search system |
| CN105975538A (en) * | 2016-04-29 | 2016-09-28 | 乐视控股（北京）有限公司 | Content recommendation method and device |
| CN106357416B (en) * | 2016-11-30 | 2019-08-02 | 宇龙计算机通信科技(深圳)有限公司 | One population information recommendation method, device and terminal |
| CN106993048B (en) * | 2017-04-13 | 2018-09-14 | 腾讯科技（深圳）有限公司 | Determine method and device, information recommendation method and the device of recommendation information |
-
2017
- 2017-04-13 CN CN201710241132.7A patent/CN106993048B/en active Active
-
2018
- 2018-03-21 WO PCT/CN2018/079747 patent/WO2018188459A1/en active Application Filing
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP2413591A1 (en) * | 2010-07-27 | 2012-02-01 | Kabushiki Kaisha Toshiba | Digital broadcast recording/reproducing apparatus |
| CN102317941A (en) * | 2011-07-30 | 2012-01-11 | 华为技术有限公司 | Information recommending method, recommending engine and network system |
| CN104618222A (en) * | 2015-01-07 | 2015-05-13 | 腾讯科技（深圳）有限公司 | Method and device for matching expression image |
| CN105975563A (en) * | 2016-04-29 | 2016-09-28 | 腾讯科技（深圳）有限公司 | Facial expression recommendation method and apparatus |
| CN106326431A (en) * | 2016-08-25 | 2017-01-11 | 乐视控股（北京）有限公司 | Information recommendation method and device |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2018188459A9 (en) | 2018-12-20 |
| CN106993048A (en) | 2017-07-28 |
| WO2018188459A1 (en) | 2018-10-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106993048B (en) | Determine method and device, information recommendation method and the device of recommendation information | |
| CN102047277B (en) | Carry out content by utilizing social figure information and use the method, device and the computer program that distribute | |
| US9037649B2 (en) | Selecting and sharing personal user information associated with a user equipment | |
| CN103077718A (en) | Speech processing method, system and terminal | |
| CN106302104B (en) | User relationship identification method and device | |
| CN104796434A (en) | Message pushing method and message server | |
| CN110505618B (en) | A business processing method and server | |
| CN106412092A (en) | Message pushing method, message pushing device and server | |
| CN113205129B (en) | Cheating group identification method and device, electronic equipment and storage medium | |
| CN102946401B (en) | A kind of data creation method, device and equipment | |
| US20090276436A1 (en) | Method, apparatus, and computer program product for providing service invitations | |
| CN104901816B (en) | The method and system of more people's chats is provided | |
| US20220382821A1 (en) | Method for recommending social user, electronic device and non-transitory computer-readable storage medium | |
| CN109408737B (en) | User recommendation method, device and storage medium | |
| CN110557351B (en) | Method and apparatus for generating information | |
| CN102244695A (en) | Contact person grouping system and method | |
| CN112307075A (en) | User relationship identification method and device | |
| CN107733767B (en) | Method, device and system for establishing social relationship network | |
| CN103634348A (en) | Terminal device and method for releasing information | |
| US10796218B2 (en) | Communications system with smart agent robots for accessing message data | |
| WO2023213288A1 (en) | Model acquisition method and communication device | |
| CN115734204B (en) | Data updating method and device, storage medium, and electronic device | |
| CN106657175A (en) | Method for storing equipment information of mobile terminal | |
| CN113966602A (en) | Distributed storage of blocks in a blockchain | |
| CN106341861B (en) | Method, server and system for identifying wireless access point |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |