CN109445617A - Recommendation method and device and computer readable storage medium - Google Patents

Recommendation method and device and computer readable storage medium Download PDF

Info

Publication number
CN109445617A
CN109445617A CN201811125051.1A CN201811125051A CN109445617A CN 109445617 A CN109445617 A CN 109445617A CN 201811125051 A CN201811125051 A CN 201811125051A CN 109445617 A CN109445617 A CN 109445617A
Authority
CN
China
Prior art keywords
terminal
user
information
sent
monitoring
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.)
Granted
Application number
CN201811125051.1A
Other languages
Chinese (zh)
Other versions
CN109445617B (en
Inventor
丁荟
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Migu Cultural Technology Co Ltd
China Mobile Communications Group Co Ltd
MIGU Interactive Entertainment Co Ltd
Original Assignee
Migu Cultural Technology Co Ltd
China Mobile Communications Group Co Ltd
MIGU Interactive Entertainment Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Migu Cultural Technology Co Ltd, China Mobile Communications Group Co Ltd, MIGU Interactive Entertainment Co Ltd filed Critical Migu Cultural Technology Co Ltd
Priority to CN201811125051.1A priority Critical patent/CN109445617B/en
Publication of CN109445617A publication Critical patent/CN109445617A/en
Application granted granted Critical
Publication of CN109445617B publication Critical patent/CN109445617B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/03Arrangements for converting the position or the displacement of a member into a coded form
    • G06F3/033Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor
    • G06F3/0346Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor with detection of the device orientation or free movement in a 3D space, e.g. 3D mice, 6-DOF [six degrees of freedom] pointers using gyroscopes, accelerometers or tilt-sensors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01Social networking

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Human Computer Interaction (AREA)
  • Economics (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Telephonic Communication Services (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The invention discloses a recommendation method, which comprises the following steps: when a second terminal is monitored within a preset position range of a moving first terminal, monitoring whether a user using the second terminal executes a specific shaking operation; when monitoring that a user using the second terminal executes a specific shaking operation, acquiring a shaking frequency corresponding to the specific shaking operation executed by the second terminal; matching the shaking frequency with the step frequency of a user using the first terminal to obtain a matching result; when the matching result represents that the shaking frequency is matched with the step frequency, sending the motion related information of the user using the second terminal to the first terminal so as to recommend the user using the second terminal to the user using the first terminal; the motion-related information is used for a user using the first terminal to determine whether to use a user using the second terminal as a running appointment object.

Description

A kind of recommended method, device and computer readable storage medium
Technical field
The present invention relates to field of computer technology more particularly to a kind of recommended methods, device and computer-readable storage medium Matter.
Background technique
Currently, in order to improve the Sporting interest of user movement good friend can be recommended, to user in user movement to use The movement good friend of family and recommendation moves together.
Server when recommending movement good friend to user, recommend, and society closes by the social networks for being normally based on user System can be the friend relation established in wechat, the friend relation established in QQ, friend relation in cell phone address book etc. Deng.But recommending movement good friend to user based on the existing social networks of user, user can only be with the other users in social circle It moves together, is unfavorable for expanding social circle.
Summary of the invention
In view of this, an embodiment of the present invention is intended to provide a kind of recommended method, device and computer readable storage medium, energy It is enough that movement good friend is determined from the other users other than user social contact circle, and recommend to user.
The technical solution of the embodiment of the present invention is achieved in that
The embodiment of the present invention provides a kind of recommended method, which comprises
When monitoring second terminal within the scope of the predeterminated position in the first terminal moved, monitoring uses described the Whether the user of two terminals executes specific shaking operation;
When monitoring user's execution specific shaking operation using the second terminal, obtains the second terminal and execute The specific shaking operate corresponding slosh frequency;
The slosh frequency is matched with the cadence of the user using the first terminal, obtains matching result;
When the matching result, which characterizes the slosh frequency, to be matched with the cadence, the use of the second terminal will be used The motion related information at family is sent to the first terminal, and the user of the second terminal will be used to recommend and use described The user of one terminal;The motion related information is used for for using the user of the first terminal to determine whether will to use described the The user of two terminals is as about race object.
In above scheme, the monitoring is operated using whether the user of the second terminal executes specific shaking, comprising:
Whether monitoring executes shaking operation using the user of the second terminal;
When monitor the user using the second terminal execute shake operation when, receive that the second terminal sends the One image;The first image is that the second terminal monitors the second terminal obtained when the specific shaking operation Display interface;
The first image is compared with pre-set image, obtains comparison result;
When comparison result characterization the first image and pre-set image difference, determine using the second terminal User executes specific shaking operation;When comparison result characterization the first image is identical as pre-set image, determines and use The user of the second terminal is not carried out specific shaking operation.
It is described when the matching result characterizes the slosh frequency and matches with the cadence in above scheme, it will use The motion related information of the user of the second terminal is sent to the first terminal, comprising:
Obtain the location information being presently in using the user of the first terminal;
The location information is sent to the second terminal;The location information is used for the use for using the second terminal Family determine itself whether as using the first terminal user target commending friends;
Receive the determination information that the first terminal is sent;The determining information representation uses the user of the second terminal Determine itself target commending friends as the user using the first terminal;
The motion related information for using the user of the second terminal is sent to the first terminal.
In above scheme, the motion related information that will use the user of the second terminal is sent to described first eventually Before end, the method also includes:
Obtain the associated recommendation information of the user using the second terminal;The associated recommendation information at least characterizes use The identity information of the user of the second terminal, movement good friend are to the evaluation information of the user for using the second terminal, described First terminal user adds the number of movement good friend;
Using the associated recommendation information, the recommender score of the user using the second terminal is determined;The recommended hour Number characterization uses the user of the second terminal to move good friend if appropriate for as recommendation;
Judge whether the recommender score is greater than preset threshold;
When determining that the recommender score is greater than the preset threshold, the movement phase of the user of the second terminal will be used It closes information and is sent to the first terminal.
In above scheme, the motion related information that will use the user of the second terminal is sent to described first eventually End, comprising:
Identification information based on the user for using the first terminal and use the second terminal user mark Information calculates the first similarity;
Historical movement based on the user for using the first terminal records and uses the user's of the second terminal Historical movement record, calculates the second similarity;
Judge whether the sum of first similarity and second similarity are greater than default similarity threshold;
When determining that the sum of first similarity and second similarity are greater than default similarity threshold, institute will be used The motion related information for stating the user of second terminal is sent to the first terminal.
The embodiment of the present invention provides a kind of recommendation apparatus, and described device includes:
Monitoring module, for when monitoring second terminal within the scope of the predeterminated position in the first terminal moved, Monitoring is operated using whether the user of the second terminal executes specific shaking;
Module is obtained, for obtaining institute when monitoring user's execution specific shaking operation using the second terminal The specific shaking for stating second terminal execution operates corresponding slosh frequency;
Matching module is obtained for matching the slosh frequency with the cadence of the user using the first terminal To matching result;
Recommending module, for institute will to be used when the matching result characterizes the slosh frequency and matches with the cadence The motion related information for stating the user of second terminal is sent to the first terminal, and the user of the second terminal will be used to push away It recommends to the user for using the first terminal;The motion related information is used for for using user's determination of the first terminal to be It is no that the user of the second terminal will be used as about race object.
In above scheme, whether the monitoring module executes rolling using the user of the second terminal specifically for monitoring Dynamic operation;When monitor the user using the second terminal execute shake operation when, receive that the second terminal sends the One image;The first image is that the second terminal monitors the second terminal obtained when the specific shaking operation Display interface;The first image is compared with pre-set image, obtains comparison result;Described in comparison result characterization When the first image and pre-set image difference, determine that executing specific shaking using the user of the second terminal operates;When the ratio When identical as pre-set image compared with result characterization the first image, determine and be not carried out specific rolling using the user of the second terminal Dynamic operation.
In above scheme, the recommending module is presently in specifically for acquisition using the user of the first terminal Location information;The location information is sent to the second terminal;The location information is used for for using the second terminal User determine itself whether as using the first terminal user target commending friends;The first terminal is received to send Determination information;The determining information representation uses the user of the second terminal to determine itself as using the first terminal User target commending friends;The motion related information for using the user of the second terminal is sent to described first eventually End.
The embodiment of the present invention provides a kind of computer readable storage medium, is stored thereon with computer program, the calculating Machine program realizes the step of recommended method any one of described above when being executed by processor.
The embodiment of the present invention provides a kind of recommendation apparatus, comprising: memory, processor and storage are on a memory and can The computer program run on a processor;
Wherein, the processor is for when running the computer program, executing recommended method any one of described above Step.
Recommended method, device and computer readable storage medium provided in an embodiment of the present invention, when in moved When monitoring second terminal within the scope of the predeterminated position of one terminal, it is specific whether monitoring is executed using the user of the second terminal Shake operation;When monitoring user's execution specific shaking operation using the second terminal, obtains the second terminal and hold The capable specific shaking operates corresponding slosh frequency;By the step of the slosh frequency and the user using the first terminal Frequency is matched, and matching result is obtained;When the matching result, which characterizes the slosh frequency, to be matched with the cadence, will use The motion related information of the user of the second terminal is sent to the first terminal, will use the user of the second terminal Recommend the user using the first terminal;The motion related information is used for for using the user of the first terminal to determine The user of the second terminal whether will be used as about race object.In the embodiment of the present invention, executed based on the second terminal Shake operation slosh frequency and using the first terminal user cadence matching result, to using the first terminal User recommend movement good friend.Obviously, it is not based on described to using using the social networks of the user of the first terminal The user of first terminal recommends movement good friend, but from the other users other than the social circle of user for using the first terminal Middle determining movement good friend, in this way, being conducive to expand the social circle of the user using the first terminal.
Detailed description of the invention
Fig. 1 is the implementation process schematic diagram of recommended method of the embodiment of the present invention;
Fig. 2 is the composed structure schematic diagram one of recommendation apparatus of the embodiment of the present invention;
Fig. 3 is the composed structure schematic diagram two of recommendation apparatus of the embodiment of the present invention.
Specific embodiment
In the embodiment of the present invention, when monitoring second terminal within the scope of the predeterminated position in the first terminal moved When, monitoring is operated using whether the user of the second terminal executes specific shaking;The second terminal is used when monitoring When user executes specific shaking operation, obtains the specific shaking that the second terminal executes and operate corresponding slosh frequency; The slosh frequency is matched with the cadence of the user using the first terminal, obtains matching result;When the matching When as a result characterizing the slosh frequency and matching with the cadence, the motion related information of the user of the second terminal will be used to send out The first terminal is given, the user of the second terminal will be used to recommend and use the user of the first terminal;It is described Motion related information be used for for use the user of the first terminal determine whether will to use the user of the second terminal as About run object.
The characteristics of in order to more fully hereinafter understand the embodiment of the present invention and technology contents, with reference to the accompanying drawing to this hair The realization of bright embodiment is described in detail, appended attached drawing purposes of discussion only for reference, is not used to limit the present invention.
As shown in Figure 1, the present invention will be described in detail embodiment recommended method, the recommended method of the present embodiment is applied to server Side, comprising the following steps:
Step 101: when monitoring second terminal within the scope of the predeterminated position in the first terminal moved, monitoring makes Specific shaking operation whether is executed with the user of the second terminal.
Here, the process for the first terminal that server monitoring is moving, including following several situations:
The first, using the first terminal user motion process in, first terminal will be acquired by sensor Exercise data be sent to server, server exercise data based on the received, judge be using the user of the first terminal It is no to move;When determine using the first terminal user just during exercise, determine monitor moving first eventually End.
Wherein, the exercise data may include the position of user, the motion mode of user, run duration etc..Movement Mode includes but is not limited to run, walk etc..
Second, the server position current to multiple users in pre-set user list is monitored, when monitoring to use When the position at family changes, using terminal that the user that position changes uses as moving first terminal.
Wherein, the server can pass through Beidou, global positioning system (GPS, Global Positioning System), at least one of GLONASS, Galileo obtain the current position of user.
After the monitoring server to the first terminal moved, can other terminals based on monitoring be presently in The position that position and the first terminal moved are presently in determines at a distance from the first terminal moved Less than the second terminal of pre-determined distance threshold value.The pre-determined distance threshold value can be adjusted according to the actual situation.
It should be noted that being not limited using the current motion state of the user of the second terminal, that is to say, that It can be and moving using the user of the second terminal, for example in running or carrying out body-building or walking using fitness equipment, It is also possible to do not moving, such as rest etc. in situ.
The position that the first terminal of monitoring and second terminal are presently in can be sent to described second by the server Terminal;The position that itself current position and the first terminal can be presently in by the second terminal is in map interface In shown, in this way, the user using the second terminal can check the position itself being presently in map interface And the position that is presently in of user using the first terminal.Wherein, using the user of the second terminal with use institute The user for stating first terminal can be used with a sports application (APP, APPlication), such as eventually using described second The user at end is with the use using the first terminal per family using miaow cluck kind race APP;Also inhomogeneous movement APP can be used, Thud APP such as is used using the user of the first terminal using miaow cluck kind race APP using the user of the second terminal, but It is that there are incidence relations by inhomogeneous two APP, data sharing such as may be implemented, the present embodiment is without limitation.
The server can also be sent to the second terminal shakes monitoring unlatching message;The second terminal receives After message is opened in the shaking monitoring, prompting message, such as " attempting to shake terminal " can be generated;The prompting message is for mentioning Show and second terminal is shaken using the user of the second terminal.
In one embodiment, the monitoring is operated using whether the user of the second terminal executes specific shaking, comprising: Whether monitoring executes shaking operation using the user of the second terminal;It is executed when monitoring the user using the second terminal When shaking operation, the first image that the second terminal is sent is received;The first image monitors institute for the second terminal State the display interface of the specific second terminal shaken and obtained when operation;The first image and pre-set image are compared Compared with obtaining comparison result;When comparison result characterization the first image and when pre-set image difference, determine using described the The user of two terminals executes specific shaking operation;When comparison result characterization the first image is identical as pre-set image, Determine that being not carried out specific shaking using the user of the second terminal operates.
When actively shaking second terminal using the user of the second terminal, the second terminal can will use gyro The posture information of the second terminal of instrument sensor acquisition is sent to the server;The server can be believed based on the posture Breath is determined using whether the user of the second terminal executes shaking operation.Wherein, posture information can include but is not limited to shake Rotational angular velocity when dynamic.
For example, the server can compare rotational angular velocity when shaking with rotational angular velocity when not shaking When compared with, rotational angular velocity difference when determining rotational angular velocity when shaking and not shaking, determine the described in the use of monitoring The user of two terminals performs shaking operation.
It is whole using described second when determining in view of user can also be prompted to shake terminal by " shaking " in wechat After the user at end performs shaking operation, the server can also determine whether the shaking operation is specific shaking operation.
The server may include following several feelings when whether determine the shaking operation is specific shaking operation Condition:
The first, the server receive the first image that the second terminal is sent;The first image is described the Display interface of two terminal monitorings to the second terminal obtained when the specific shaking operation;When the first image is not When the display image that wechat is shaken, determine the user's execution for using the second terminal is that specific shaking operates;
Second, when monitor the user using the second terminal execute shake operation when, the server can be with Prompt information, such as " whether having shaken terminal " are sent to the second terminal;Receive the second terminal transmission is directed to institute State the confirmation operation of prompting message;The determining operation is responded, determine the user's execution for using the second terminal is specific Shake operation.
Step 102: when monitoring user's execution specific shaking operation using the second terminal, obtaining described second The specific shaking that terminal executes operates corresponding slosh frequency.
When the second terminal obtains the slosh frequency, shape in stationary state and can be shaken based on the second terminal Bearing data under state determines the slosh frequency.
Alternatively, the second terminal can be based on acceleration degree of the second terminal under stationary state and vibrating state According to determining the slosh frequency.
For example, the second terminal can obtain the second terminal in stationary state and rolling by direction sensor Bearing data of dynamic state, such as angle, orientation, direction etc.;By taking angle as an example, the server is based on the second terminal In stationary state and the angle-data of vibrating state, the number that angle-data changes is judged, it is assumed that when determining that angle-data changes When the frequency of change is 1 time/1 second, determine that slosh frequency is 1 time/1 second.
The second terminal can obtain the second terminal in stationary state and shake shape by acceleration transducer The acceleration information of state;And judge to accelerate in stationary state and the acceleration information of vibrating state based on the second terminal Degree according to change number, it is assumed that when determine acceleration information change frequency be 1 time/1 second when, determine slosh frequency be 1 time/ 1 second.
Step 103: the slosh frequency being matched with the cadence of the user using the first terminal, is matched As a result.
The cadence refers to the step number using the user of the first terminal within the unit time, in other words, the step Frequency is exactly the frequency of user's step during the motion of the use first terminal.
When the user using the first terminal starts running, the first terminal can be periodically to the race of user It is recorded frequently step by step;The cadence of record can be uploaded to the server by the first terminal;Server is receiving After the cadence for stating first terminal upload, the identification information of the user of the first terminal and received cadence can will be used to carry out It is associated with and stores.
In view of the cadence of the user using the first terminal during the motion may change, therefore, institute After stating the cadence that server receives the first terminal upload, current time can also be obtained;And establish moment, step at that time Frequently, the corresponding relationship of user identifier.
If the cadence variation in view of the user using the first terminal is too fast, slosh frequency and cadence can be reduced Matched success rate, thus in order to guarantee that user's cadence during the motion using the first terminal will not change Become, the server can send prompting message to the first terminal;The prompting message uses described first for prompting The cadence that the user of terminal remains unchanged during the motion.In this way, the server is available to use the first terminal User stable cadence.
The slosh frequency is matched with the cadence of the user using the first terminal, including following several feelings Condition:
The first, determine obtain slosh frequency current time;From pair at the moment at that time, cadence, user identifier that prestore In should being related to, the cadence of the correspondence current time of the user using the first terminal is searched;By the cadence of lookup and acquisition Slosh frequency is compared, and obtains comparison result;When the cadence that comparison result characterization is found out is identical as the slosh frequency of acquisition When, obtain the slosh frequency and the matched matching result of the cadence;Alternatively, when the comparison result cadence that finds out of characterization with When the difference of the slosh frequency of acquisition is within the scope of default value, obtain the slosh frequency with the cadence is matched matches knot Fruit.
Second, it based on the slosh frequency of acquisition, from the corresponding relationship of the cadence and user identifier that prestore, searches and corresponds to User and cadence identical with the slosh frequency using the first terminal, it is identical with the slosh frequency when finding When cadence, the slosh frequency and the matched matching result of the cadence are obtained.
In order to improve successful match rate, mismatched when the slosh frequency and using the cadence of the user of the first terminal When, for example, when the difference of the cadence of the user of the slosh frequency and the use first terminal is not within the scope of default value, The server can the difference based on the slosh frequency Yu the cadence, Xiang Suoshu first terminal send prompting message, institute It states prompting message and is used to indicate the cadence for adjusting oneself using the user of the first terminal.In this way, the server can root According to cadence adjusted, and the slosh frequency obtained, obtain slosh frequency and the matched matching result of cadence.
Step 104: when the matching result, which characterizes the slosh frequency, to be matched with the cadence, described second will be used The motion related information of the user of terminal is sent to the first terminal, makes using the user of the second terminal to recommend With the user of the first terminal.
Wherein, the motion related information is used for for using the user of the first terminal to determine whether will to use described the The user of two terminals is as about race object.
When the matching result, which characterizes the slosh frequency, to be matched with the cadence, it can also inquire and use described second Whether the user of terminal wishes the target commending friends as the user for using the first terminal.
In one embodiment, described when the matching result characterizes the slosh frequency and matches with the cadence, it will make The first terminal is sent to the motion related information of the user of the second terminal, comprising: is obtained using described first eventually The location information that the user at end is presently in;The location information is sent to the second terminal;The location information is for supplying The user of the second terminal is used to determine itself whether as the target commending friends for the user for using the first terminal;It connects Receive the determination information that the first terminal is sent;The determining information representation determines that itself makees using the user of the second terminal For use the first terminal user target commending friends;The motion related information of the user of the second terminal will be used It is sent to the first terminal.
Using the second terminal user can based on itself and using the first terminal the distance between user, Determine whether to wish the target commending friends as the user using the first terminal.
For example, showing user and the use using the first terminal simultaneously in the map interface of the second terminal The position of the user of the second terminal, and show distance between the two, in this way, the user using the second terminal can be with Distance based on display, it is determined whether it is desirable that the target commending friends as the user for using the first terminal.
In one embodiment, the motion related information that will use the user of the second terminal is sent to described first Before terminal, the method also includes: obtain the associated recommendation information of the user using the second terminal;The associated recommendation Information at least characterizes the identity information of the user using the second terminal, movement good friend to the user for using the second terminal Evaluation information, the first terminal user add movement good friend number;Using the associated recommendation information, determines and use institute State the recommender score of the user of second terminal;Recommender score characterization use the user of the second terminal if appropriate for as Recommend movement good friend;Judge whether the recommender score is greater than preset threshold;When determining that it is described default that the recommender score is greater than When threshold value, the motion related information for using the user of the second terminal is sent to the first terminal.
When the matching result, which characterizes the slosh frequency, to be matched with the cadence, can also be calculated by server makes With the recommender score of the user of the second terminal, required with determining using whether the user of the second terminal meets recommendation.
For example, when being matched there are the slosh frequency of at least two terminals with the cadence, can calculate separately it is described extremely The recommender score of few two terminals, and the recommender score of calculating is ranked up, obtain ranking results;It will recommend in ranking results Score is greater than the corresponding user of preset threshold and recommends the user for using the first terminal.
In one embodiment, the motion related information includes at least: using the present bit of the user of the second terminal Confidence breath, identification information and historical movement record;The motion related information of the user that the second terminal will be used is sent out The first terminal is given, the user of the second terminal will be used to recommend and use the user of the first terminal, comprising: Obtain the motion related information of the user using the second terminal;The motion related information is sent to described first eventually End will use the user of the second terminal to recommend and use the user of the first terminal.
In order to enable the more information of target commending friends can be understood, using the user of the first terminal in order to make Social networks are established with the user of the first terminal and target commending friends, to using the user of the first terminal to carry out When recommending target commending friends, the current location information of target commending friends, identification information, historical movement can be recorded, be arrogated to oneself Long sports events etc..
For example, if recommendation score corresponding with the user of the second terminal is used is higher than the use for using the first terminal The pre-set recommendation score threshold value in family, then the current position of the available user using the second terminal of server is believed The sports events that breath, user information, history running are recorded, are good at;The user of second terminal described in the use that will acquire is current Location information, user information and history running record are sent to the user using the first terminal, with to using described the The user of one terminal recommends to run friend.Wherein, history running record includes history running route, history running cadence, history running Distance etc., the sports events being good at are running.
In one embodiment, the motion related information that will use the user of the second terminal is sent to described first Terminal, comprising: identification information based on the user for using the first terminal and use the second terminal user mark Know information, calculates the first similarity;Historical movement record based on the user for using the first terminal and use described the The historical movement of the user of two terminals records, and calculates the second similarity;Judge first similarity and second similarity The sum of whether be greater than default similarity threshold;Phase is preset when determining that the sum of first similarity and second similarity are greater than When like degree threshold value, the motion related information for using the user of the second terminal is sent to the first terminal.
Use the user of the first terminal to the interest of target commending friends to improve, server is recommended by target Friend recommendation is given before the user using the first terminal, by target commending friends and can also use the first terminal User carries out similarity mode, and whether the Sporting interest to determine two users is similar.
For example, server is run after recording in the user information and history of the user of the acquisition use second terminal, It can also be to user information and history the running record obtained using the user of the first terminal.And the user of the two is believed Breath and history running record carry out similarity analysis, obtain the sum of similarity and similarity of each dimension of each dimension, if The sum of similarity is greater than default similarity threshold, then server can be to using described in the user of the first terminal sends and use Location information that the user of second terminal is presently in, user information, history running record, with to using the first terminal User carries out running friendly recommendation;If the sum of similarity is less than or equal to default similarity threshold, server can not be to using The user for stating first terminal is sent the location information being presently in using the user of the second terminal, user information, history and run Step record, i.e., not to using the user of the first terminal to carry out running friendly recommendation.
Using the technical solution of the embodiment of the present invention, is executed based on the second terminal and shake the slosh frequency operated and make With the matching result of the cadence of the user of the first terminal, to using the user of the first terminal to recommend movement good friend.It is aobvious So, social networks using the user of the first terminal are not based on to using the user of the first terminal to recommend movement Good friend, but movement good friend is determined from the other users other than the social circle of user for using the first terminal, in this way, having Conducive to the social circle for expanding the user using the first terminal.
Based on the recommended method that each embodiment of the application provides, the application also provides a kind of recommendation apparatus, as shown in Fig. 2, Described device includes:
Monitoring module 21 monitors second terminal within the scope of the predeterminated position of the first terminal moved for working as When, monitoring is operated using whether the user of the second terminal executes specific shaking;
Module 22 is obtained, for obtaining when monitoring user's execution specific shaking operation using the second terminal The specific shaking that the second terminal executes operates corresponding slosh frequency;
Matching module 23, for the slosh frequency to be matched with the cadence of the user using the first terminal, Obtain matching result;
Recommending module 24, for that will use when the matching result characterizes the slosh frequency and matches with the cadence The motion related information of the user of the second terminal is sent to the first terminal, will use the user of the second terminal Recommend the user using the first terminal.
Wherein, the motion related information is used for for using the user of the first terminal to determine whether will to use described the The user of two terminals is as about race object.
In one embodiment, whether the monitoring module 21 is held specifically for monitoring using the user of the second terminal Row shakes operation;When monitoring user's execution shaking operation using the second terminal, receives the second terminal and send The first image;The first image is that the second terminal monitors described second obtained when the specific shaking operation eventually The display interface at end;The first image is compared with pre-set image, obtains comparison result;When the comparison result characterizes When the first image and pre-set image difference, determine that executing specific shaking using the user of the second terminal operates;Work as institute State comparison result characterization the first image it is identical with pre-set image when, determine use the second terminal user be not carried out spy It is fixed to shake operation.
It should be noted that being not limited using the current motion state of the user of the second terminal, that is to say, that It can be and moving using the user of the second terminal, for example in running or carrying out body-building or walking using fitness equipment, It is also possible to do not moving, such as rest etc. in situ.
Wherein, it can be used using the user of the second terminal and using the user of the first terminal with a movement Application program (APP, APPlication), such as using the user of the second terminal and using the first terminal with per family Use miaow cluck kind race APP;Also inhomogeneous movement APP can be used, such as using the user of the second terminal using miaow cluck it is kind APP is run, uses thud APP using the user of the first terminal, but there are incidence relations by inhomogeneous two APP, such as may be used To realize data sharing, the present embodiment is without limitation.
In one embodiment, the recommending module 24, specifically for obtaining the current institute of user using the first terminal The location information at place;The location information is sent to the second terminal;The location information is used for for using second end The user at end determine itself whether as using the first terminal user target commending friends;Receive the first terminal The determination information of transmission;The determining information representation uses the user of the second terminal to determine itself as using described first The target commending friends of the user of terminal;The motion related information for using the user of the second terminal is sent to described first Terminal.
In one embodiment, described device further include:
Determining module, for obtaining the associated recommendation information of the user using the second terminal;The associated recommendation letter Breath at least characterizes the identity information of the user using the second terminal, movement good friend to the user's for using the second terminal Evaluation information, the first terminal user add the number of movement good friend;Using the associated recommendation information, determine described in use The recommender score of the user of second terminal;Recommender score characterization uses the user of the second terminal if appropriate for as pushing away Recommend movement good friend;Judge whether the recommender score is greater than preset threshold;When determine the recommender score be greater than the default threshold When value, the motion related information for using the user of the second terminal is sent to the first terminal.
In one embodiment, the recommending module 24, specifically for obtaining the movement of the user using the second terminal Relevant information;The motion related information is sent to the first terminal, the user of the second terminal will be used to recommend To the user for using the first terminal.
The motion related information includes at least: using the current location information of the user of the second terminal, mark letter Breath and historical movement record.
In one embodiment, described device further include:
Computing module for the identification information based on the user for using the first terminal and uses the second terminal User identification information, calculate the first similarity;Based on the user for using the first terminal historical movement record and It is recorded using the historical movement of the user of the second terminal, calculates the second similarity;Judge first similarity with it is described Whether the sum of second similarity is greater than default similarity threshold;When determining the sum of first similarity and second similarity When greater than default similarity threshold, the motion related information is sent to the first terminal.
It should be understood that recommendation apparatus provided by the above embodiment is when recommend movement good friend, only with above-mentioned each The division progress of program module can according to need for example, in practical application and distribute above-mentioned processing by different journeys Sequence module is completed, i.e., the internal structure of device is divided into different program modules, to complete whole described above or portion Divide processing.In addition, recommendation apparatus provided by the above embodiment and recommended method embodiment belong to same design, implemented Journey is detailed in embodiment of the method, and which is not described herein again.
In practical applications, module 22 is obtained to be realized by the network interface being located on recommendation apparatus;Monitoring module 21, matching Module 23, recommending module 24, determining module, computing module can be by the processor such as central processing units on recommendation apparatus (CPU, Central Processing Unit), microprocessor (MPU, Micro Processor Unit), Digital Signal Processing Device (DSP, Digital Signal Processor) or field programmable gate array (FPGA, Field Programmable Gate Array) etc. realize.
Fig. 3 is the structural schematic diagram of recommendation apparatus of the present invention, and the setting of recommendation apparatus 300 shown in Fig. 3 on the server, is wrapped It includes: at least one processor 301, memory 302, user interface 303, at least one network interface 304.In recommendation apparatus 300 Various components be coupled by bus system 305.It is understood that bus system 305 is for realizing between these components Connection communication.Bus system 305 further includes power bus, control bus and status signal bus in addition in addition to including data/address bus. But for the sake of clear explanation, various buses are all designated as bus system 305 in Fig. 3.
Wherein, user interface 303 may include display, keyboard, mouse, trace ball, click wheel, key, button, sense of touch Plate or touch screen etc..
Memory 302 in the embodiment of the present invention is for storing various types of data to support the behaviour of recommendation apparatus 300 Make.The example of these data includes: any computer program for operating on recommendation apparatus 300, such as operating system 3021 With application program 3022;Wherein, operating system 3021 includes various system programs, such as ccf layer, core library layer, driving layer Deng for realizing various basic businesses and the hardware based task of processing.Application program 3022 may include various using journey Sequence, for realizing various applied business.Realize that the program of present invention method may be embodied in application program 3022.
The method that the embodiments of the present invention disclose can be applied in processor 301, or be realized by processor 301. Processor 301 may be a kind of IC chip, the processing capacity with signal.During realization, the above method it is each Step can be completed by the integrated logic circuit of the hardware in processor 301 or the instruction of software form.Above-mentioned processing Device 301 can be general processor, digital signal processor or other programmable logic device, discrete gate or transistor Logical device, discrete hardware components etc..Processor 301 may be implemented or execute the disclosed each side in the embodiment of the present invention Method, step and logic diagram.General processor can be microprocessor or any conventional processor etc..In conjunction with of the invention real The step of applying method disclosed in example can be embodied directly in hardware decoding processor and execute completion, or use decoding processor In hardware and software module combination execute completion.Software module can be located in storage medium, which is located at storage The step of device 302, processor 301 reads the information in memory 302, completes preceding method in conjunction with its hardware.
It is appreciated that memory 302 can be volatile memory or nonvolatile memory, may also comprise volatibility and Both nonvolatile memories.Wherein, nonvolatile memory can be read-only memory (ROM, Read Only Memory), Programmable read only memory (PROM, Programmable Read-Only Memory), Erasable Programmable Read Only Memory EPROM (EPROM, Erasable Programmable Read-Only Memory), electrically erasable programmable read-only memory The storage of (EEPROM, Electrically Erasable Programmable Read-Only Memory), magnetic random access Device (FRAM, ferromagnetic random access memory), flash memory (Flash Memory), magnetic surface are deposited Reservoir, CD or CD-ROM (CD-ROM, Compact Disc Read-Only Memory);Magnetic surface storage can be Magnetic disk storage or magnetic tape storage.Volatile memory can be random access memory (RAM, Random Access Memory), it is used as External Cache.By exemplary but be not restricted explanation, the RAM of many forms is available, such as Static random access memory (SRAM, Static Random Access Memory), synchronous static random access memory (SSRAM, Synchronous Static Random Access Memory), dynamic random access memory (DRAM, Dynamic Random Access Memory), Synchronous Dynamic Random Access Memory (SDRAM, Synchronous Dynamic Random Access Memory), double data speed synchronous dynamic RAM (DDRSDRAM, Double Data Rate Synchronous Dynamic Random Access Memory), enhanced synchronous dynamic random Access memory (ESDRAM, Enhanced Synchronous Dynamic Random Access Memory), synchronized links Dynamic random access memory (SLDRAM, SyncLink Dynamic Random Access Memory), direct rambus Random access memory (DRRAM, Direct Rambus Random Access Memory).Description of the embodiment of the present invention is deposited Reservoir 302 is intended to include but is not limited to the memory of these and any other suitable type.
Based on the recommended method that each embodiment of the application provides, the application also provides a kind of computer readable storage medium, Referring to shown in Fig. 3, the computer readable storage medium may include: the memory 302 for storing computer program, above-mentioned Computer program can be executed by the processor 301 of recommendation apparatus 300, to complete step described in preceding method.It is computer-readable to deposit Storage media can be FRAM, ROM, PROM, EPROM, EEPROM, Flash Memory, magnetic surface storage, CD or CD- The memories such as ROM.
It should be understood that between technical solution documented by the embodiment of the present invention, in the absence of conflict, Ke Yiren Meaning combination.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the scope of the present invention.

Claims (10)

1. a kind of recommended method, which is characterized in that the described method includes:
When monitoring second terminal within the scope of the predeterminated position in the first terminal moved, monitoring is whole using described second Whether the user at end executes specific shaking operation;
When monitoring user's execution specific shaking operation using the second terminal, the institute that the second terminal executes is obtained It states specific shaking and operates corresponding slosh frequency;
The slosh frequency is matched with the cadence of the user using the first terminal, obtains matching result;
When the matching result, which characterizes the slosh frequency, to be matched with the cadence, it will use the user's of the second terminal Motion related information is sent to the first terminal, and the user of the second terminal will be used to recommend and use first end The user at end;The motion related information is used for for using the user of the first terminal to determine whether that second end will be used The user at end is as about race object.
2. the method according to claim 1, wherein whether the monitoring is held using the user of the second terminal The specific shaking operation of row, comprising:
Whether monitoring executes shaking operation using the user of the second terminal;
When monitoring user's execution shaking operation using the second terminal, the first figure that the second terminal is sent is received Picture;The first image is that the second terminal monitors the specific display for shaking the second terminal obtained when operation Interface;
The first image is compared with pre-set image, obtains comparison result;
When comparison result characterization the first image and pre-set image difference, the user using the second terminal is determined Execute specific shaking operation;When comparison result characterization the first image is identical as pre-set image, determine described in use The user of second terminal is not carried out specific shaking operation.
3. the method according to claim 1, wherein it is described when the matching result characterize the slosh frequency with When the cadence matches, the motion related information for using the user of the second terminal is sent to the first terminal, comprising:
Obtain the location information being presently in using the user of the first terminal;
The location information is sent to the second terminal;The location information is used for for using the user of the second terminal true It is fixed itself whether as the use first terminal user target commending friends;
Receive the determination information that the first terminal is sent;The determining information representation is determined using the user of the second terminal Itself as using the first terminal user target commending friends;
The motion related information for using the user of the second terminal is sent to the first terminal.
4. the method according to claim 1, wherein the movement phase of the user that the second terminal will be used Information is closed to be sent to before the first terminal, the method also includes:
Obtain the associated recommendation information of the user using the second terminal;The associated recommendation information at least characterizes described in use The identity information of the user of second terminal, movement good friend are to the evaluation information of the user for using the second terminal, described first Terminal user adds the number of movement good friend;
Using the associated recommendation information, the recommender score of the user using the second terminal is determined;The recommender score table Sign uses the user of the second terminal to move good friend if appropriate for as recommendation;
Judge whether the recommender score is greater than preset threshold;
When determining that the recommender score is greater than the preset threshold, the movement correlation of the user of the second terminal will be used to believe Breath is sent to the first terminal.
5. the method according to claim 1, wherein the movement phase of the user that the second terminal will be used It closes information and is sent to the first terminal, comprising:
Identification information based on the user for using the first terminal and use the second terminal user identification information, Calculate the first similarity;
Historical movement based on the user for using the first terminal records and uses the history of the user of the second terminal Motion recording calculates the second similarity;
Judge whether the sum of first similarity and second similarity are greater than default similarity threshold;
When determining that the sum of first similarity and second similarity are greater than default similarity threshold, described the will be used The motion related information of the user of two terminals is sent to the first terminal.
6. a kind of recommendation apparatus, which is characterized in that described device includes:
Monitoring module, for monitoring when monitoring second terminal within the scope of the predeterminated position in the first terminal moved It is operated using whether the user of the second terminal executes specific shaking;
Module is obtained, for when monitoring the user using the second terminal and executing specific shakings and operate, acquisition described the The specific shaking that two terminals execute operates corresponding slosh frequency;
Matching module obtains for matching the slosh frequency with the cadence of the user using the first terminal With result;
Recommending module will use described for when the matching result characterizes the slosh frequency and matches with the cadence The motion related information of the user of two terminals is sent to the first terminal, and the user of the second terminal will be used to recommend Use the user of the first terminal;The motion related information be used for for use the user of the first terminal determine whether by Use the user of the second terminal as about race object.
7. device according to claim 6, which is characterized in that
Whether the monitoring module executes shaking operation using the user of the second terminal specifically for monitoring;When monitoring When executing shaking operation using the user of the second terminal, the first image that the second terminal is sent is received;Described first Image is that the second terminal monitors the specific display interface for shaking the second terminal obtained when operation;It will be described First image is compared with pre-set image, obtains comparison result;When comparison result characterization the first image and preset When image difference, determine that executing specific shaking using the user of the second terminal operates;Described in comparison result characterization When first image is identical as pre-set image, determine that being not carried out specific shaking using the user of the second terminal operates.
8. device according to claim 6, which is characterized in that
The recommending module, specifically for obtaining the location information being presently in using the user of the first terminal;To described Second terminal sends the location information;The location information is used for for using whether the user of the second terminal determines itself Target commending friends as the user for using the first terminal;Receive the determination information that the first terminal is sent;It is described Determine that information representation uses the user of the second terminal to determine that itself is pushed away as the target for the user for using the first terminal Recommend good friend;The motion related information for using the user of the second terminal is sent to the first terminal.
9. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program quilt The step of any one of claim 1 to 5 the method is realized when processor executes.
10. a kind of recommendation apparatus characterized by comprising memory, processor and storage on a memory and can handled The computer program run on device;
Wherein, the processor is for when running the computer program, perform claim to require any one of 1 to 5 the method Step.
CN201811125051.1A 2018-09-26 2018-09-26 Recommendation method and device and computer readable storage medium Active CN109445617B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811125051.1A CN109445617B (en) 2018-09-26 2018-09-26 Recommendation method and device and computer readable storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811125051.1A CN109445617B (en) 2018-09-26 2018-09-26 Recommendation method and device and computer readable storage medium

Publications (2)

Publication Number Publication Date
CN109445617A true CN109445617A (en) 2019-03-08
CN109445617B CN109445617B (en) 2022-03-25

Family

ID=65544361

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811125051.1A Active CN109445617B (en) 2018-09-26 2018-09-26 Recommendation method and device and computer readable storage medium

Country Status (1)

Country Link
CN (1) CN109445617B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110121146A (en) * 2019-05-06 2019-08-13 腾讯科技(深圳)有限公司 Information sharing method, device and relevant device
CN114924818A (en) * 2022-04-28 2022-08-19 阿里巴巴(中国)有限公司 Flow shunting method, device, equipment and storage medium

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101363743A (en) * 2007-08-06 2009-02-11 索尼株式会社 Information processing apparatus, system, and method thereof
CN102902472A (en) * 2012-05-07 2013-01-30 腾讯科技(深圳)有限公司 Method and system for triggering commands and method and system for recommending users
CN104750716A (en) * 2013-12-27 2015-07-01 中国移动通信集团公司 Social network site friend recommendation method and social network site friend recommendation device
CN104780207A (en) * 2015-04-01 2015-07-15 小米科技有限责任公司 Information pushing method and device
CN105022814A (en) * 2015-07-08 2015-11-04 广东欧珀移动通信有限公司 Information recommendation method and user terminal
CN105573630A (en) * 2015-12-14 2016-05-11 北京奇虎科技有限公司 Method and device for detecting shaking event of terminal device and terminal device
CN105744080A (en) * 2016-04-06 2016-07-06 广东欧珀移动通信有限公司 Backlight brightness adjustment method for display screen and mobile terminal
CN107560619A (en) * 2017-08-22 2018-01-09 北京小米移动软件有限公司 Recommend method and apparatus in path
CN107645555A (en) * 2017-09-25 2018-01-30 咪咕互动娱乐有限公司 A kind of recommendation method, server and computer-readable recording medium

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101363743A (en) * 2007-08-06 2009-02-11 索尼株式会社 Information processing apparatus, system, and method thereof
CN102902472A (en) * 2012-05-07 2013-01-30 腾讯科技(深圳)有限公司 Method and system for triggering commands and method and system for recommending users
CN104750716A (en) * 2013-12-27 2015-07-01 中国移动通信集团公司 Social network site friend recommendation method and social network site friend recommendation device
CN104780207A (en) * 2015-04-01 2015-07-15 小米科技有限责任公司 Information pushing method and device
CN105022814A (en) * 2015-07-08 2015-11-04 广东欧珀移动通信有限公司 Information recommendation method and user terminal
CN105573630A (en) * 2015-12-14 2016-05-11 北京奇虎科技有限公司 Method and device for detecting shaking event of terminal device and terminal device
CN105744080A (en) * 2016-04-06 2016-07-06 广东欧珀移动通信有限公司 Backlight brightness adjustment method for display screen and mobile terminal
CN107560619A (en) * 2017-08-22 2018-01-09 北京小米移动软件有限公司 Recommend method and apparatus in path
CN107645555A (en) * 2017-09-25 2018-01-30 咪咕互动娱乐有限公司 A kind of recommendation method, server and computer-readable recording medium

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110121146A (en) * 2019-05-06 2019-08-13 腾讯科技(深圳)有限公司 Information sharing method, device and relevant device
CN114924818A (en) * 2022-04-28 2022-08-19 阿里巴巴(中国)有限公司 Flow shunting method, device, equipment and storage medium
CN114924818B (en) * 2022-04-28 2023-11-28 阿里巴巴(中国)有限公司 Traffic diversion method, device, equipment and storage medium

Also Published As

Publication number Publication date
CN109445617B (en) 2022-03-25

Similar Documents

Publication Publication Date Title
US20180285827A1 (en) Distinguishing events of users for efficient service content distribution
US11520807B2 (en) Multi-application state navigation
US10185973B2 (en) Inferring venue visits using semantic information
TWI651645B (en) A music playing system, method and electronic device
US8736442B2 (en) Automatic identification and storage of frequently visited locations
CN110263213B (en) Video pushing method, device, computer equipment and storage medium
CN107851243B (en) Inferring physical meeting location
ES2738301T3 (en) User information acquisition procedure
CN103959231A (en) Multi-dimensional interface
KR102489339B1 (en) Method and system for recommendation using content with location data
EP2676233A2 (en) Providing applications with personalized and contextually relevant content
US20130041976A1 (en) Context-aware delivery of content
US20180104587A1 (en) Video game platform based on state data
US20210248173A1 (en) Systems and methods for providing media recommendations using contextual and sequential user embeddings
CN109445617A (en) Recommendation method and device and computer readable storage medium
CN111435377B (en) Application recommendation method, device, electronic equipment and storage medium
CN112131473B (en) Information recommendation method, device, equipment and storage medium
CN110799946B (en) Multi-application user interest memory management
CN112131457A (en) Information recommendation method, device and system and storage medium
CN114154068A (en) Media content recommendation method and device, electronic equipment and storage medium
KR20210006122A (en) Method, system, and computer program stored on non-transitory computer readable record medium for analyzing user's interest by using location information and event information
CN116628235B (en) Data recommendation method, device, equipment and medium
US11232129B2 (en) Method for content synchronization and replacement
WO2020078157A1 (en) Running invite method and apparatus, and computer-readable storage medium
US20230289560A1 (en) Machine learning techniques to predict content actions

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