CN106993048A - 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
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- CN106993048A CN106993048A CN201710241132.7A CN201710241132A CN106993048A CN 106993048 A CN106993048 A CN 106993048A CN 201710241132 A CN201710241132 A CN 201710241132A CN 106993048 A CN106993048 A CN 106993048A
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- information
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- 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
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- 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
Abstract
A kind of method and device for confirming recommendation information, obtain and identify the Message Record associated with the first user, obtain the first transmission times that sender in the Message Record according to statistics is each information that the second user outside the first user identifies identifies the predefined type sent, and the second transmission times is determined, it regard the maximum predetermined number information of the second transmission times as information to be recommended.A kind of information recommendation method and device, when receiving the recommendation request of the user of carrying first mark of terminal transmission, identify corresponding terminal to the first user and push above-mentioned information to be recommended.Another information recommendation method and device, to server transmission recommendation request, recommendation request includes the first user of itself and identified, the recommendation response that the reception server is returned, and recommendation response includes the above-mentioned information to be recommended associated with the first user mark.Information to be recommended based on this embodiment scheme can targetedly accurately reflect the desired information of the first user mark.
Description
Technical field
The present invention relates to Internet technical field, more particularly to a kind of method and device, information for determining recommendation information is pushed 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 text information, voice messaging and expression information, and people like sending expression expressing
Emotion, obtaining the mode of these information has many, and conventional mode is user in specified page download information.
However, the information content included in specified page generally has a lot, for many domestic consumers, they are difficult
The information oneself liked or needed is found in the magnanimity information of specified page, it is possible that situation be exactly user effort
Many times, which have checked, to be found not find desired and then just abandons after many expressions, i.e., be provided with download in specified page
Information content can not targetedly accurately reflect out the information that user wants too much, so cause user subsequently need selection
, it is necessary to spend the more time to go to search the information needed during addition information, thereby increases and it is possible to oneself desired information can not be found.
The content of the invention
Based on this, it is necessary to can not targetedly accurately reflect out the information that user wants for information in specified page
The problem of, propose a kind of method and device, information recommendation method and device for determining recommendation information.
Accordingly, the present embodiment uses following technical scheme：
A kind of method for determining recommendation information, comprises the following steps：
Obtain the first user mark and identify the Message Record associated with first user；
It is the second user mark outside first user identifies to obtain sender in the Message Record according to statistics
Know send predefined type each information the first transmission times, it is determined that the predefined type each described information second hair
Send number of times；
Using the maximum predetermined number described information of the second transmission times as with treating that first user mark is associated
Recommendation information.
A kind of device for determining recommendation information, including：
Message Record acquisition module, for obtaining the first user mark and identifying the message associated with first user
Record；
The transmission times determining module of information, is described for obtaining in the Message Record according to statistics sender
One user mark outside second user mark send predefined type each information the first transmission times, it is determined that it 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 information to be recommended of first user mark association.
The method and device of above-mentioned determination recommendation information, obtains the first user mark and identifies what is associated with the first user
Message Record；It is that the second user outside the first user identifies identifies what is sent to obtain sender in the Message Record according to statistics
First transmission times of each information of predefined type, it is determined that predefined type each information the second transmission times；By the second hair
The maximum predetermined number information of number of times is sent as with the first user and identifies the information to be recommended associated.Recommended by above-mentioned determination
The method and device of information, the maximum predetermined number information of the second transmission times can be accurately reflected out and second user mark pair
The user answered sends the higher information of the frequency, also just reflects the information that second user mark correspondence is often sent, second is sent
The maximum predetermined number information of number of times as information to be recommended, that is, with the Message Record that is associated with the first user mark
It is according to the determination for carrying out information to be recommended that sender, which is that second user identifies corresponding information to send situation, so that it is determined that treat
Recommendation information is more matched with the first user mark, improves the degree of accuracy of information to be recommended, enables information to be recommended targetedly
Ground accurately reflects out the first user and identifies the information that corresponding user wants, so that user carries when subsequently entering row information selection
High user selects information efficiency.
A kind of information recommendation method, comprises the following steps：
Obtain and identify the letter to be recommended associated with first user using what the method for above-mentioned determination recommendation information was determined
Breath；
When the recommendation request of the carrying for receiving terminal transmission the first user mark, identified to first user
The corresponding terminal pushes the information to be recommended.
A kind of information recommending apparatus, includes the device and pushing module of above-mentioned determination recommendation information；
The pushing module, for receiving when carrying the recommendation request that first user identifies of terminal transmission,
What the device of the determination recommendation information was determined identifies the information to be recommended associated to the described first use with first user
The mark corresponding terminal in family is pushed.
Above- mentioned information recommends method and device, and acquisition is using the method determination of above-mentioned determination recommendation information and the first user
Identify the information to be recommended of association；When receiving the recommendation request of the user of carrying first mark of terminal transmission, used to first
Family identifies corresponding terminal and pushes information to be recommended.By the method for above-mentioned determination recommendation information that the second transmission times is maximum
Predetermined number information identifies the information to be recommended associated as with the first user, information to be recommended is identified more with the first user
Plus matching, the degree of accuracy of information to be recommended is improved, so that when the recommendation for the user of carrying first mark for receiving terminal transmission please
When asking, identify corresponding terminal to the first user and push information to be recommended, the information to be recommended pushed to terminal is directed to
Property accurately reflect out the first user and identify the information that corresponding user wants, user is improved when subsequently entering row information selection
User selects information efficiency.
A kind of information recommendation method, comprises the following steps：
Recommendation request is sent to server, the recommendation request includes the first user of itself and identified；
The recommendation response that the server is returned is received, the recommendation response includes identifying what is associated with first user
Information to be recommended, the information to be recommended includes：The sender for identifying in the Message Record associated, counting with first user
The maximum predetermined number of the second transmission times that second user mark outside being identified for first user is sent, information
Each described information of predefined type.
A kind of information recommending apparatus, comprises the following steps：
Recommendation request sending module, for sending recommendation request to server, the recommendation request includes itself first
User identifies；
Recommendation response receiving module, for receiving the recommendation response that the server is returned, the recommendation response include with
The information to be recommended of the first user mark association, the information to be recommended includes：Identify what is associated with first user
In Message Record, statistics sender for first user identify outside 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, and recommendation request is sent to server, and recommendation request includes itself first and used
Family is identified；The recommendation response that the reception server is returned, recommendation response includes identifying the information to be recommended associated with the first user.By
The sender for including identifying in the Message Record associated, counting with the first user in the information to be recommended of reception is the first user
Each letter of the maximum predetermined number predefined type of the second transmission times that second user mark outside mark is sent, information
Breath, can accurately reflect out the information that second user mark correspondence is often sent, and be the Message Record to be associated with the first user mark
It is according to the information to be recommended determined, so that waiting of receiving pushes away that middle sender, which is that second user identifies corresponding information to send situation,
Recommend information more to match with the first user mark, improve the degree of accuracy of information to be recommended, information to be recommended can be targetedly accurate
Really reflect that the first user identifies the information that corresponding user wants, used so that user improves when subsequently entering row information selection
Family selects information efficiency.
Brief description of the drawings
Fig. 1 is the working environment schematic diagram of one embodiment；
Fig. 2 be one embodiment in terminal composition structural representation；
Fig. 3 be one embodiment in server composition structural representation
Fig. 4 is the schematic flow sheet of the method for the determination recommendation information of one embodiment；
Fig. 5 is the schematic flow sheet of the information recommendation method of one embodiment；
Fig. 6 is the schematic flow sheet 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.
Embodiment
For the objects, technical solutions and advantages of the present invention are more clearly understood, below in conjunction with drawings and Examples, to this
Invention is described in further detail.It should be appreciated that embodiment described herein is only 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 the information to be recommended associated with the first user mark, and receive the user of carrying first mark of the transmission of terminal 110
During the recommendation request of knowledge, identify corresponding terminal 110 to the first user and push the information to be recommended.Terminal 110 can be to server
120 information to be recommended pushed are received, specifically, and terminal 110 needs to send recommendation request, service end to server 120
120 only identify corresponding terminal 110 to the first user carried in the recommendation request that receives carries out information recommendation.Terminal
The information to be recommended that 110 the reception servers response recommendation request is pushed.
Wherein, terminal 110 can be that any one 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 personal 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 the scheme that server 120 determines recommendation information and the scheme for carrying out information recommendation and the reception recommendation information of terminal 110, terminal
110 can enter row information addition to the recommendation information that server 120 is pushed realizes that the information of addition is sent to other-end and realizes letter
Cease intelligent operation.
The cut-away view 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 internal memory of connection.Wherein, the storage medium of terminal 110 is stored with operating system and one
Information recommending apparatus is planted, the information receiver is used to realize a kind of information recommendation method.The processor of terminal 110 is used to provide
Calculate and control ability, support the operation of whole terminal 110.The information in non-volatile memory medium is saved as in terminal 110
The operation of recommendation apparatus, which is provided in environment, the internal memory, can store computer-readable instruction, and the computer-readable instruction is processed
When device is performed, a kind of information recommendation method of computing device may be such that.The network interface of terminal 110 is used to be connected with network 130
And communication.
The cut-away view 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 internal memory of bus connection.Wherein, the storage medium of server 120, which is stored with, operates system
System, a kind of device and a kind of information recommending apparatus for determining recommendation information, the device of the determination recommendation information are used to realize one kind
The method for determining recommendation information, the information recommending apparatus is used to realize a kind of information recommendation method.The processor of server 120 is used
Calculated and control ability in providing, support the operation of whole server 120.Non-volatile memories Jie is saved as in server 120
Can store computer in the device of determination recommendation information in matter, the operation offer environment of information recommending apparatus, the internal memory can
Reading instruction, when the computer-readable instruction is executed by processor, may be such that a kind of method for determining recommendation information of computing device
With a kind of information recommendation method.The network interface of server 120 is used to be connected and communicate 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 mark and identify the Message Record associated with the first user.
User, which is designated, can uniquely specify the mark of user identity, can include in numeral, letter and punctuation mark extremely
A kind of character string of few character, the first user, which is designated, can receive the corresponding user's mark of information user to be recommended, different
Message communicating can be carried out by association each other between user's mark, so as to can produce and disappearing that the first user mark is associated
Breath record.In the present embodiment, get after the first user mark, user's mark of information to be recommended can be received by being also known that,
So as to obtain and identify the Message Record that associates with the first user, by taking the application scenarios of instant chat as an example, Message Record can be with
Recorded including session log and group chat.For example, in actual 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, if good friend associates, user
Man-to-man 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 get group chat note by the other users sent a message in group, group
Record realizes the message communicating between different user so as to get the information of user transmission.
S420：It is that the second user outside the first user identifies identifies hair to obtain sender in the Message Record according to statistics
First transmission times of each information of the predefined type sent, it is determined that predefined type each information the second transmission times.
It is above-mentioned to identify with the first user in the Message Record associated, include be designated that good friend associates with the first user the
Two users identify the session log between the first user mark, and are designated with the first user the second user of group associations
The group chat of same group is recorded where mark and the first user identify, so that, can be the second use to sender in Message Record
The transmission times (being referred to 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 or be counted every time when having Message Record renewal.
In actual 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 category information of expressing one's feelings, so as to be the determination to class recommendation information of expressing one's feelings, then in advance
It is expression type to determine type, and each information of predefined type is expression information.That is, can statistical message note according to above-mentioned Message Record
Sender is the first transmission times of each expression information that the second user mark outside the first user identifies is sent, first in record
Transmission times is the number of times that each second user identifies the expression information sent respectively, it will be understood that each expression information has certainly respectively
Oneself corresponding first transmission times, is then that second user outside the first user identifies identifies each table for sending according to sender
First transmission times of feelings information can determine that the second transmission times of each expression information, and the second transmission times is each expression information point
Not corresponding total transmission times.
Assuming that the table for other users mark (second user mark) transmission that A is associated is identified in an example with the first user
First transmission times of feelings information as shown in table 1, wherein, user's mark C, user's mark D, user's mark E, user mark F and
It is that good friend associates that user, which identifies G with the first user mark A, user's mark AA, user's mark AB, user mark AC and user's mark
AD and the first user mark A is group, as shown in table 1, and user's mark C have sent 4 expression informations 1, and user's mark D have sent
2 expression informations 2, user's mark E sends expression 3 and have sent 2 times, and user's mark F sends expression 4 and have sent 1 time, user's mark
G sends expression and 3 have sent 1 time, and user's mark AA sends that expression 1 have sent 2 times, user's mark AB sends expression 1 and have sent 1
Secondary, user's mark AC transmissions expression 2 have sent 2 times and user's mark AD transmissions expression 4 have sent 1 time.Sent by counting
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
For 2 times.
Table 1 identifies the Message Record statistics that A is associated with the first user
S430：The maximum predetermined number information of second transmission times is to be recommended as what is associated with the first user mark
Information.
It is all same that based on social networks, in good friend that general user is added or place group, other users are most of
Colony, therefore the information of predefined type used in user is compared similar with the other users in its good friend or group,
So, it is necessary to obtain session log and group chat record in Message Record associated with it for being identified to each first user
First transmission times of each information of the predefined type of transmission, and the second transmission times of each information of predefined type is determined, the
The bigger information for representing the predefined type of two transmission times sends more frequent, and the information use of the predefined type is more frequent, more energy
Accurately reflect out the first user and identify the information that corresponding user wants, so that the maximum predetermined number of the second transmission times is individual
Information identifies the information to be recommended associated as with the first user, so can ensure that the information to be recommended of determination can be targetedly
Accurately reflect the first user and identify the information that corresponding user wants, selection of the user in the information for subsequently carrying out predefined type
When, without being selected in the information of magnanimity, selection time is saved, user's efficiency of selection is improved.
Different first user marks, because the Message Record of its association is different, so that it is determined that information to be recommended be also
Different, for example, server, which is the information to be recommended that the first user mark A1 is determined, potentially includes expression information 1, expression information
2nd, expression information 3 and expression information 4, and be that the information to be recommended that the first user mark A2 is determined potentially includes expression information 4, table
Feelings information 5, expression information 6 and expression information 7.
The method of above-mentioned determination recommendation information, obtains the first user mark and the message associated is identified with the first user and remember
Record；It is that the second user outside the first user identifies identifies the predetermined class sent to obtain sender in the Message Record according to statistics
First transmission times of each information of type, it is determined that predefined type each information the second transmission times；By the second transmission times
Maximum predetermined number information identifies the information to be recommended associated as with the first user.Pass through above-mentioned determination recommendation information
Method, can get the second user outside being identified in Message Record according to the sender of statistics for the first user and identify what is sent
First transmission times of each information of predefined type, it is determined that predefined type each information the second transmission times, second send
The maximum predetermined number information of number of times can accurately reflect out user corresponding with second user mark and send the higher letter of the frequency
Breath, also just reflects the information that second user mark correspondence is often sent, by the predetermined number information that the second transmission times is maximum
It is corresponding as second user mark as information to be recommended, that is, to identify sender in the Message Record associated with the first user
Information to send situation be according to the determination for carrying out information to be recommended so that it is determined that information to be recommended identified more with the first user
Plus matching, the degree of accuracy of information to be recommended is improved, information to be recommended is targetedly accurately reflected out the first user mark
The information that corresponding user wants, so that user improves user's selection information efficiency when subsequently entering row information selection.
In one of the embodiments, can be the predefined type in Message Record each information number be more than predetermined number
During mesh, then enter and regard the maximum predetermined number information of the second transmission times as the letter to be recommended associated with the first user mark
The step of breath；Otherwise, each information of predefined type is defined as information to be recommended.
The feelings less than or equal to predetermined number are there may be due to the number of each information of predefined type in Message Record
Condition, so as to also need to whether analyze the number of each information of predefined type more than predetermined number, if predefined type is each
The number of information is more than predetermined number, illustrates it is enough using the number of tentation data each information as information to be recommended, directly
The maximum predetermined number information of second transmission times is identified into the information to be recommended associated as with the first user, it is no
Then, it is inadequate using the number of tentation data each information as information to be recommended, now, directly by predefined type in Message Record
Each information all as information to be recommended.For example, in the present embodiment, predetermined number is 10, the information of predefined type is table
Feelings information, if sender is that the number for the expression information that second user mark is sent is 11 in Message Record, i.e., is used with first
The number of expression information is greater than predetermined number 10 in the Message Record of family mark association, it is sufficient to therefrom select transmission times
Preceding 10 expression information is as information to be recommended, if sender is that second user identifies the expression information sent in Message Record
Number is 6, i.e., the number for identifying expression information in the Message Record associated with the first user is less than predetermined number 10, no
It is enough therefrom to select before transmission times 10 expression information as information to be recommended, now, by all expression informations (6
Expression information) it is used as information to be recommended.
In one of the embodiments, the method for above-mentioned determination recommendation information, can also include step：
It is spaced after the first preset time period, returns and obtain the first user mark and identify the message associated with the first user
The step of record, redefine and identify the information to be recommended associated with the first user.
, can be with that is, after obtaining the first user mark and identifying the Message Record that associates with the first user
Record obtains the acquisition time that the Message Record associated is identified with the first user, and the message associated is identified with the first user obtaining
Obtain the first user mark, it is necessary to return after the first preset time period after record and identify what is associated with the first user
The step of Message Record, reacquire the first user mark and identify the Message Record associated with the first user, with again true
It is fixed to identify the information to be recommended associated with the first user.
With the lasting progress of chat, Message Record is in continuous renewal, in order to avoid the information mistake to be recommended of determination
When, information to be recommended is upgraded in time and associated, it is necessary to be reacquired at interval of the first preset time period with the first user mark
Message Record, reacquire statistics Message Record in second user mark send predefined type each information first hair
Number of times 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, so can ensure that upgrading in time for information to be recommended as information to be recommended,
More conform to the information for the predefined type that user currently wants.In the present embodiment, the first preset time period could be arranged to one
Individual month or other times section, such as 1 week or 10 days, you can make a reservation for every other month to second user mark transmission
First transmission times of each information of type is updated, so as to update the second transmission times, recommendation information is treated so as to realize
Renewal.
In one of the embodiments, the first transmission times is sender in nearest second preset time period in Message Record
The transmission times of each information of the predefined type sent is identified for second user.
Because the information of the predefined type of the second user mark transmission in the period nearer with current time more can be anti-
The information often sent in a period of time recently is reflected, can more reflect that the first user mark wants the table sent within this period of time
Feelings so that, obtain statistics the first transmission times when, be obtain statistics sent in nearest second preset time period it is pre-
Determine the first transmission times of each information of type, used with ensuring that the information to be recommended subsequently determined is that second user mark is newest
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
The first transmission times of each information for the predefined type that second user mark is sent in nearest one month.
In one embodiment, the maximum predetermined number information of the second transmission times is identified into pass as with the first user
Also 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 information and each information that the first user identifies the predefined type associated；
With the second corresponding information filtering of message identification identical mark during the first information is identified, letter to be recommended is updated
Breath.
Message identification is the mark of the unique specify information identity of energy, can be included in numeral, letter and punctuation mark extremely
A kind of character string of few character.It is corresponding for the first user mark that the information of the predefined type of association is identified with the first user
The information of the predefined type possessed.Because the maximum predetermined number information of the second transmission times may be marked in the first user
The information for knowing the predefined type of association is suffered, and in order to reduce the information content of information to be recommended, reduces the money taken during pushing
Source space, the information of the predefined type to repeating is filtered, and is updated information to be recommended, subsequently when being pushed, can be reduced
The push time, improve and recommend efficiency.
As shown in figure 5, the information recommendation method performed in one embodiment in server, comprises the following steps S410 to step
Rapid S440：
Step S410 to step S430：Determine to identify what is associated with the first user using the method for above-mentioned determination recommendation information
Information to be recommended.Obtain in another implementation or directly and determined using the method for above-mentioned determination recommendation information
Identify the information to be recommended that associates with the first user.
S440：When receiving the recommendation request of the user of carrying first mark of terminal transmission, to the first user mark pair
The terminal answered pushes information to be recommended.
I.e. server is when carrying out information recommendation, it is necessary first to obtain by appointing in the method for above-mentioned determination recommendation information
That anticipates a kind of determination identifies the information to be recommended that associates with the first user.In order to avoid pushing information shadow to be recommended to all terminals
Ring and recommend efficiency, and avoid terminal from receiving 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 is needed when receiving the recommendation request of the user of carrying first mark of terminal transmission,
Mean that terminal needs push, identifying corresponding terminal to the first user pushes information to be recommended.
Above- mentioned information recommends method, obtains and is closed using being identified with the first user for method determination of above-mentioned determination recommendation information
The information to be recommended of connection；When receiving the recommendation request of the user of carrying first mark of terminal transmission, identified to the first user
Corresponding terminal pushes information to be recommended.By the device of above-mentioned determination recommendation information by the maximum predetermined number of the second transmission times
Mesh information identifies the information to be recommended that associate as with the first user, makes information to be recommended and the first user mark more
Match somebody with somebody, improve the degree of accuracy of information to be recommended, so that when receiving the recommendation request of the user of carrying first mark of terminal transmission,
Corresponding terminal is identified to the first user and pushes information to be recommended, enables the information to be recommended pushed to terminal targetedly accurate
Really reflect that the first user identifies the information that corresponding user wants, user is improved user's choosing when subsequently entering row information selection
Select information efficiency.
As shown in fig. 6, the information recommendation method performed in one embodiment in terminal, comprises the following steps：
S610：Recommendation request is sent to server.
Recommendation request includes the first user of itself and identified.Terminal when needing service end to provide information to be recommended for it,
Recommendation request is sent to server, information to be recommended is pushed with requesting terminal.
S620：The recommendation response that the reception server is returned.
Recommendation response includes identifying the information to be recommended associated with the first user, and information to be recommended includes：With the first user
The sender identify in the Message Record of association, counted sends for the second user mark outside the first user mark, information
The maximum predetermined number predefined type of the second transmission times each information.
Above- mentioned information recommends method, and recommendation request is sent to server, and recommendation request includes the first user of itself and identified；
The recommendation response that the reception server is returned, recommendation response includes identifying the information to be recommended associated with the first user.Due to receiving
Information to be recommended include identifying in the Message Record that associate with the first user, the sender of statistics is that the first user identifies 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 information that second user mark correspondence is often sent is accurately reflected out, is sent with being identified with the first user in the Message Record associated
Side is the information to be recommended that second user identifies that corresponding information transmission situation is foundation determination, so that the information to be recommended received
More matched with the first user mark, improve the degree of accuracy of information to be recommended, information to be recommended can be accurately reflected targetedly
Go out the first user and identify the information that corresponding user wants, so that user improves user's selection when subsequently entering row information selection
Information efficiency.
In one of the embodiments, can be predetermined what is associated with the first user mark 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.
Because the information that the first user identifies the predefined type of association has had, it is enough, to avoid harassing and wrecking, without service
Device carries out information recommendation again, i.e., be more than or equal to present count in the number for the information that the predefined type associated is identified with the first user
During mesh threshold value, terminal does not send recommendation request to service end, and the information of the predefined type associated is only being identified with the first user
Number be less than preset number threshold value when, to server send recommendation request.
In one of the embodiments, the number of the information of predefined type associate is identified with the first user for first
The information of the predefined type of user's mark association has the information that the predefined type associated is identified with the first user counted during renewal
Number.
That is, once identifying the information of predefined type associate with the first user has renewal, then statistics and the again
The number of the information of the predefined type of one user mark association, it is ensured that identify the information of the predefined type associated with the first user
Number is timely and accurately.
In one embodiment, recommendation response also includes the corresponding first information mark of information to be recommended.
Also include after the step of recommendation response that the reception server is returned：
Obtain the information and corresponding second message identification that the predefined type associated is identified with the first user；
Information corresponding with the mark that the second message identification is differed is added to locally during the first information is identified.
Because the information to be recommended that server is sended over is the information to be recommended that terminal is received without going heavy filtration
It is possible to and identifies the information of predefined type associate with the first user to have repetition, therefore, it can to only need to not having locally
Information is stored, to avoid the repetition of information.
In one embodiment, after information to be recommended is updated, in addition to：
According to the information to be recommended after renewal, the information that the predefined type associated is identified with the first user is updated.
Terminal updated after information to be recommended after, updated and identify the predefined type that associates with the first user
Information so that, identifying the information of predefined type associated with the first user can increase, and be easy to user subsequently to carry out predefined type
Information selection.
In one of the embodiments, before the step of recommendation response that the reception server is returned, in addition to step：
Monitor the first user and identify whether corresponding terminal itself networks；
If so, the step of then entering the recommendation response that the reception server is returned.
In order to ensure information receive it is smooth, terminal also need carry out networking detection, specifically, monitoring the first user mark pair
Whether the terminal answered itself connects WiFi (Wireless-Fidelity, Wireless Fidelity) network.
Based on the method identical thought with above-mentioned determination recommendation information, Fig. 7 shows that the determination in one embodiment is pushed away
The device of information is recommended, the device is settable on the server, including：
Message Record acquisition module 710, for obtaining the first user mark and identifying the message associated with the first user
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 outside the mark of family is sent, it is determined that 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 information to be recommended of user's mark association.
The device of above-mentioned determination recommendation information, obtains the first user mark and the message associated is identified with the first user and remember
Record；It is the predefined type that the second user mark outside the first user identifies is sent to obtain sender in being recorded according to statistical message
Each information the first transmission times, it is determined that predefined type each information transmission times；Second transmission times is maximum
Predetermined number information identifies the information to be recommended associated as with the first user.By the device of above-mentioned determination recommendation information,
The predefined type that the second user mark outside the sender counted in Message Record identifies for the first user is sent can be got
Each information the first transmission times, and the maximum predetermined number information of transmission times can accurately reflect out and second user mark
Know corresponding user and send the higher information of the frequency, also just reflect 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, to identify what is associated with the first user
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
The information to be recommended that must be determined more is matched with the first user mark, is improved the degree of accuracy of information to be recommended, is made information to be recommended
The first user can targetedly be accurately reflected out and identify the information that corresponding user wants, so that user is believed subsequently
User's selection information efficiency is improved during breath selection.
In one of the embodiments, recommendation information determining module 730, each information of predefined type in Message Record
When number is more than predetermined number, the maximum predetermined number information of the second transmission times is identified what is associated as with the first user
Information to be recommended, otherwise, information to be recommended is defined as by each information of predefined type.
In one of the embodiments, Message Record acquisition module 710 is additionally operable to after the first preset time period of interval, again
Obtain and identify the Message Record associated with the first user.
In one of the embodiments, the first transmission times is sender in nearest second preset time period in Message Record
The transmission times of each information of the predefined type sent is identified for second user.
In one embodiment, the device of above-mentioned determination recommendation information also 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 and corresponding second message identification of the predefined type of association；
Filtering module, for the first information to be identified in the second corresponding information filtering of message identification identical mark,
Update information to be recommended.
Based on method identical thought is recommended with above- mentioned information, Fig. 8 shows the information recommending apparatus in one embodiment,
The device is settable on the server, includes the device and pushing module 740 of above-mentioned determination recommendation information.
Pushing module 740, for when receiving the recommendation request of the user of carrying first mark of terminal transmission, will determine
The information to be recommended for identifying association with the first user that the device of recommendation information is determined is pushed away to the corresponding terminal of the first user mark
Send.
Above- mentioned information recommendation apparatus, according to the method for above-mentioned determination recommendation information by the maximum predetermined number of the second transmission times
Mesh information identifies the information to be recommended associated as with the first user；When the user of carrying first mark for receiving terminal transmission
Recommendation request when, identify corresponding terminal to the first user and push information to be recommended.Pass through the dress of above-mentioned determination recommendation information
Put and regard the maximum predetermined number information of the second transmission times as the information to be recommended and first associated with the first user mark
User's mark is more matched, and improves the degree of accuracy of information to be recommended, so that when the user of carrying first mark for receiving terminal transmission
During the recommendation request of knowledge, identify corresponding terminal to the first user and push information to be recommended, make the letter to be recommended pushed to terminal
Breath can targetedly accurately reflect out the first user and identify the information that corresponding user wants, and user is subsequently being entered row information
User's selection information efficiency is improved during selection.
Based on method identical thought is recommended with above- mentioned information, 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 itself first and used
Family is identified；
Recommendation response receiving module 920, the recommendation response returned for the reception server, recommendation response includes using with first
The information to be recommended of family mark association, information to be recommended includes：The hair for identifying in the Message Record associated, counting with the first user
The side of sending is the predetermined number of second user mark transmission, information the second transmission times maximum outside the first user identifies
Each information of predefined type.
Above- mentioned information recommendation apparatus, recommendation request is sent to server, and recommendation request includes the first user of itself and identified；
The recommendation response that the reception server is returned, recommendation response includes identifying the information to be recommended associated with the first user.Due to receiving
Information to be recommended include identifying in the Message Record that associate with the first user, the sender of statistics is that the first user identifies it
Each information that outer second user mark is sent, the predetermined number predefined type that transmission times is maximum, can be accurately reflected out
Second user identifies the information that corresponding user often sends, be using with the first user identify in the Message Record associated sender as
It is according to the information to be recommended determined, so that the information to be recommended received and that second user, which identifies corresponding information and sends situation,
One user mark is more matched, and improves the degree of accuracy of information to be recommended, and information to be recommended can targetedly accurately reflect out the
One user identifies the information that corresponding user wants, so that user improves user's selection information when subsequently entering row information selection
Efficiency.
In one of the embodiments, recommendation request sending module 910 is identifying the predefined type associated with the first user
Information number be less than preset number threshold value when, to server send recommendation request.
In one of the embodiments, the number of the information of predefined type associate is identified with the first user for first
The information of the predefined type of user's mark association has the information that the predefined type associated is identified with the first user counted during renewal
Number.
In one embodiment, recommendation response also includes the corresponding first information mark of information to be recommended.
Above- mentioned information recommendation apparatus also includes：
Message identification acquisition module, the information of predefined type that associates is identified with the first user and corresponding for obtaining
Second message identification；
Update module, for the first information to be identified in the addition of corresponding with the mark that the second message identification is differed information
To local.
Because the information to be recommended that server is sended over is the information to be recommended that terminal is received without going heavy filtration
It is possible to and identifies the information of predefined type associate with the first user to have repetition, therefore, it can to only need to not having locally
Information is stored, to avoid the repetition of information.
In one embodiment, above- mentioned information recommendation apparatus also includes：
The information updating module of predefined type, for according to the information to be recommended after renewal, updating and being identified with the first user
The information of the predefined type of association.
In one of the embodiments, recommendation response receiving module is additionally operable to the first user of monitoring and identifies corresponding terminal certainly
Whether body networks, if so, the recommendation response that the reception server is returned again.
One of ordinary skill in the art will appreciate that realize all or part of flow in above-described embodiment method, being can be with
The hardware of correlation is instructed to complete by computer program, program can be stored in a non-volatile embodied on computer readable storage
In medium, in such as embodiment of the present invention, the program can be stored in the storage medium of computer system, and by the computer system
In at least one computing device, with realize include as above-mentioned each method embodiment flow.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 make 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 scope of this specification record.
Above example only expresses the several embodiments of the present invention, and it describes 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 the person of ordinary skill of 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
Enclose.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (12)
1. a kind of method for determining recommendation information, it is characterised in that comprise the following steps：
Obtain the first user mark and identify the Message Record associated with first user；
It is that the second user outside first user identifies identifies hair to obtain sender in the Message Record according to statistics
First transmission times of each information of the predefined type sent, it is determined that the predefined type each described information second send time
Number；
The maximum predetermined number described information of second transmission times is to be recommended as what is associated with first user mark
Information.
2. the method according to claim 1 for determining recommendation information, it is characterised in that：
When the number of each described information of predefined type is more than the predetermined number in the Message Record, then entrance is described will
The maximum predetermined number described information of second transmission times identifies the information to be recommended associated as with first user
Step；Otherwise, each described information of the predefined type is defined as the information to be recommended.
3. the method according to claim 1 for determining recommendation information, it is characterised in that including at least one in following two
：
Also include step：It is spaced after the first preset time period, returns to the first user of acquisition mark and used with described first
The step of Message Record of family mark association, redefine and identify the information to be recommended associated with first user；
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.
4. a kind of information recommendation method, it is characterised in that comprise the following steps：
What acquisition was determined using the method for the determination recommendation information described in the claims 1-3 any one uses with described first
The information to be recommended of family mark association；
When the recommendation request of the carrying for receiving terminal transmission the first user mark, correspondence is identified to first user
The terminal push the information to be recommended.
5. a kind of information recommendation method, it is characterised in that comprise the following steps：
Recommendation request is sent to server, the recommendation request includes the first user of itself and identified；
The recommendation response that the server is returned is received, what the recommendation response was associated including being identified with first user waits to push away
Information is recommended, the information to be recommended includes：Identified with first user in the Message Record associated, the sender of statistics is institute
State predetermined number that the second user mark outside the first user mark is sent, that the second transmission times of information is maximum predetermined
Each described information of type.
6. message receiving method according to claim 5, it is characterised in that：
When identifying the number of the information of predefined type associate with first user less than preset number threshold value, into described
The step of recommendation request being sent to server.
7. a kind of device for determining recommendation information, it is characterised in that including：
Message Record acquisition module, remembers for obtaining the first user mark and the message associated being identified with first user
Record；
The transmission times determining module of information, is the described first use for obtaining sender in the Message Record according to statistics
Family mark outside second user mark send predefined type each information the first transmission times, it is determined that the predetermined class
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 described first
The information to be recommended of user's mark association.
8. the device according to claim 7 for determining recommendation information, it is characterised in that the recommendation information determining module,
When the number of each described information of predefined type is more than the predetermined number in the Message Record, by the second transmission times most
Big predetermined number described information identifies the information to be recommended associated as with first user, otherwise, will be described predetermined
Each described information of type is defined as the information to be recommended.
9. the device according to claim 7 for determining recommendation information, it is characterised in that including at least one in following two
：
The Message Record acquisition module is additionally operable to after the first preset time period of interval, is reacquired and is identified with first user
The Message Record of association；
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.
10. a kind of information recommending apparatus, it is characterised in that including determining recommendation described in the claims 7-9 any one
The device and pushing module of breath；
The pushing module, for when receiving the recommendation request for carrying the first user mark of terminal transmission, by institute
State and determine that the information to be recommended associated with first user mark that the device of recommendation information is determined is marked to first user
Know the corresponding terminal to push.
11. a kind of information recommending apparatus, it is characterised in that comprise 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, for receiving the recommendation response that the server is returned, the recommendation response include with it is described
The information to be recommended of first user mark association, the information to be recommended includes：The message associated is identified with first user
In record, statistics sender for first user identify outside second user mark send, information second send
Each described information of the maximum predetermined number predefined type of number of times.
12. information receiver according to claim 11, it is characterised in that the recommendation request sending module with institute
State the first user mark association predefined type information number be less than preset number threshold value when, to server send described in push away
Recommend request.
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| 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 |
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|---|---|---|---|
| CN201710241132.7A CN106993048B (en) | 2017-04-13 | 2017-04-13 | Determine method and device, information recommendation method and the device of recommendation information |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108446410A (en) * | 2018-05-29 | 2018-08-24 | 科大讯飞股份有限公司 | Information recommendation method, device, system, equipment and readable storage medium storing program for executing |
| WO2018188459A1 (en) * | 2017-04-13 | 2018-10-18 | 腾讯科技（深圳）有限公司 | Method and device for determining recommendation information and method and device for information recommendation |
| CN109922470A (en) * | 2017-12-13 | 2019-06-21 | 中国移动通信集团公司 | A kind of recommended method, terminal and server |
| CN109936637A (en) * | 2019-03-18 | 2019-06-25 | 北京达佳互联信息技术有限公司 | Frequency control method, apparatus, server and the medium of message push |
| CN110915187A (en) * | 2017-08-31 | 2020-03-24 | 深圳市欢太科技有限公司 | Information recommendation method and related equipment |
| CN112887189A (en) * | 2019-11-29 | 2021-06-01 | 腾讯科技（深圳）有限公司 | Timed sending method and device of session message, computer equipment and storage medium |
| 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 |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| CN114500445A (en) * | 2022-01-04 | 2022-05-13 | 维沃移动通信有限公司 | Communication record acquisition method and device, electronic equipment and storage medium |
Citations (6)
| 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 |
| CN106357416A (en) * | 2016-11-30 | 2017-01-25 | 宇龙计算机通信科技(深圳)有限公司 | Group information recommendation method, device and terminal |
Family Cites Families (4)
| 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 |
| 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 (6)
| 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 |
| CN106357416A (en) * | 2016-11-30 | 2017-01-25 | 宇龙计算机通信科技(深圳)有限公司 | Group information recommendation method, device and terminal |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018188459A1 (en) * | 2017-04-13 | 2018-10-18 | 腾讯科技（深圳）有限公司 | Method and device for determining recommendation information and method and device for information recommendation |
| CN110915187A (en) * | 2017-08-31 | 2020-03-24 | 深圳市欢太科技有限公司 | Information recommendation method and related equipment |
| 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 |
| US11520841B2 (en) | 2017-08-31 | 2022-12-06 | Shenzhen Heytap Technology Corp., Ltd. | Information recommendation method, terminal device, and server |
| CN109922470A (en) * | 2017-12-13 | 2019-06-21 | 中国移动通信集团公司 | A kind of recommended method, terminal and server |
| CN109922470B (en) * | 2017-12-13 | 2021-01-15 | 中国移动通信集团公司 | Recommendation method, terminal and server |
| CN108446410A (en) * | 2018-05-29 | 2018-08-24 | 科大讯飞股份有限公司 | Information recommendation method, device, system, equipment and readable storage medium storing program for executing |
| 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 |
| CN109936637A (en) * | 2019-03-18 | 2019-06-25 | 北京达佳互联信息技术有限公司 | Frequency control method, apparatus, server and the medium of message push |
| CN112887189A (en) * | 2019-11-29 | 2021-06-01 | 腾讯科技（深圳）有限公司 | Timed sending method and device of session message, computer equipment and storage medium |
| 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 |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2018188459A9 (en) | 2018-12-20 |
| WO2018188459A1 (en) | 2018-10-18 |
| CN106993048B (en) | 2018-09-14 |
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