CN108898428A - A kind of terminal user enlivens determination method, server and the storage medium of index - Google Patents
A kind of terminal user enlivens determination method, server and the storage medium of index Download PDFInfo
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- CN108898428A CN108898428A CN201810629286.8A CN201810629286A CN108898428A CN 108898428 A CN108898428 A CN 108898428A CN 201810629286 A CN201810629286 A CN 201810629286A CN 108898428 A CN108898428 A CN 108898428A
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- G—PHYSICS
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- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
Abstract
The invention discloses determination method, server and storage medium that a kind of terminal user enlivens index, the method includes：Selected one or more port, which is used as, actively determines port；When it is described any one actively determine that port is called when, determine call it is described actively determine port user be any active ues；The time and corresponding User ID for actively determining that port is called is saved with aggregate manner；Actively determine that port called time and corresponding User ID update to database for described in nearest a cycle in the data base update time of setting.The present invention can preferably determine the last time active time of user, which can be used for accurately determining that day is living, the moon is living and the precisely sale of implementation product, advertisement promotion.
Description
Technical field
The present invention relates to determination method, services that Internet technical field more particularly to a kind of terminal user enliven index
Device and storage medium.
Background technique
With the diversification in role of cell phone manufacturer, there are the customer center of oneself in more and more manufacturers, develop varied
Application improve user's viscosity, cell phone manufacturer can all run the user of itself, excavate user's value.
Product proposes the requirement of record user activity time to account center, more accurate to carry out to user
Tracking, sufficiently runs user.Active or any active ues refer to that user within the selected time cycle, there is opened production
Product just can be regarded as actively, be exactly an any active ues.So what is actively defined is a state, rather than degree.
The especially last active time of user, can be used for more accurately grasping most effective any active ues, such as with
The last active time at family can be used in multiple occasions：
1, when product is rushed to purchase, server access amount is big, in order to better meet the panic buying demand of most any active ues,
If server loads the data of any active ues in advance, the speed of any active ues panic buying product can be greatly speeded up.But
In fact not all any active ues can all participate in rushing to purchase, and the prior art can only load the data cached of all any active ues, right
Server buffer resource forms a large amount of occupancy.
2, when product advertising pushes, the prior art is to send advertisement, advertisement pushing to all any active ues
Task weight, produces effects and is unable to ratio, is unfavorable for improving the validity of advertisement.
The record last active time of user will inevitably store the behavior that enlivens of user, if in real time to number
Enlivening behavior and can cause very big pressure to database according to library storage user, because user calls an interface will be to data
Library is recorded, and causes database there are biggish pressure, influences the response time of performance and business on line.
Summary of the invention
It is a primary object of the present invention to propose that a kind of terminal user enlivens determination method, server and the storage Jie of index
Matter, it is desirable to provide it is a kind of more accurately to react the index that user enlivens situation, preferably to carry out sale for any active ues
Activity, service propose guidance.
To achieve the above object, a kind of terminal user provided by the invention enlivens the determination method of index, the method packet
Include following steps：
Selected one or more port, which is used as, actively determines port；
When it is described any one actively determine that port is called when, determine call it is described actively determine port user be work
Jump user；
The time and corresponding User ID for actively determining that port is called is saved with aggregate manner；
The port called time is actively determined by described in nearest a cycle in the data base update time of setting
It updates with corresponding User ID to database.
Further, the method, which is saved in step with aggregate manner, described actively determines port called time and right
It answers after User ID and includes：
The set is split by several subclass using Hash strategy.
Further, the step of the method when it is described any one actively determine that port is called when, determine call institute
State the active user for determining port further comprises for any active ues：
The call request of all clients port is filtered with blocker, when existing, actively judgement port is called is asked
When asking, determine that issuing the user of the request is any active ues.
Further, the method also includes steps：
The request time of any active ues and User ID are stored in the form of key-value.
Further, described actively to determine that port includes that account logs in port, task call port, account registered port
It is one or more.
Further, the data base update time is 2:00 AM to 7 points.
Further, the update cycle of the database is 24 hours.
Further, when the step reaches data base update time, user in nearest a cycle is called into the spy
The time of fixed end mouthful is stored in database：
Timer is set, and database update starts to update when timers trigger, and traversal reads all set, reads from set
Any active ues ID and its active time data are taken, the data of reading are updated to database.
In addition, to achieve the above object, the present invention also proposes a kind of server, including memory, processor and at least one
A application program being stored in the memory and be configured as being executed by the processor, it is described at least one apply journey
Sequence is configurable for executing the determination method that any of the above-described kind of terminal user enlivens index.
In addition, to achieve the above object, the present invention also proposes a kind of computer readable storage medium, described computer-readable
The determination program that terminal user enlivens index is stored on storage medium, the determination program that the terminal user enlivens index is located
Reason device realizes the step of any of the above-described kind of terminal user enlivens the determination method of index when executing.
Terminal user proposed by the present invention enlivens determination method, server and the storage medium of index, by user couple
The last of product is recorded using the time, and is saved by delayed mode to database, and data base call pressure is alleviated.User
It uses the time to enliven evaluation index as an accurate user the last of product, the product can be made to go for user
When selling, promote for analysis, demand analysis, product, maximum target group can be found faster, effectively improve realization of goal
Efficiency.
Detailed description of the invention
The hardware structural diagram of Fig. 1 mobile terminal that each embodiment is related to realize the present invention；
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1；
Fig. 3 is the structural schematic diagram of the server of each embodiment to realize the present invention；
Fig. 4 is the implementation process signal for the determination method that the terminal user that first embodiment of the invention provides enlivens index
Figure；
Fig. 5 is the implementation process signal for the determination method that the terminal user that second embodiment of the invention provides enlivens index
Figure；
Fig. 6 is the implementation process signal for the determination method that the terminal user that third embodiment of the invention provides enlivens index
Figure.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
In subsequent description, it is only using the suffix for indicating such as " module ", " component " or " unit " of element
Be conducive to explanation of the invention, itself there is no a specific meaning.Therefore, " module ", " component " or " unit " can mix
Ground uses.
Terminal can be implemented in a variety of manners.For example, terminal described in the present invention may include such as mobile phone, plate
Computer, laptop, palm PC, personal digital assistant (Personal Digital Assistant, PDA), portable
Media player (Portable Media Player, PMP), navigation device, wearable device, Intelligent bracelet, pedometer etc. move
The fixed terminals such as dynamic terminal, and number TV, desktop computer.
Terminal in subsequent descriptions will be illustrated by taking mobile terminal as an example, it will be appreciated by those skilled in the art that removing
It is used in particular for except the element of mobile purpose, the construction of embodiment according to the present invention can also apply to fixed type
Terminal.
Referring to Fig. 1, a kind of hardware configuration signal of its mobile terminal for each embodiment of the present invention as client
Figure, the mobile terminal 100 may include：RF (Radio Frequency, radio frequency) unit 101, WiFi module 102, audio output
Unit 103, A/V (audio/video) input unit 104, sensor 105, display unit 106, user input unit 107, interface
The components such as unit 108, memory 109, processor 110 and power supply 111.It will be understood by those skilled in the art that showing in Fig. 1
Mobile terminal structure out does not constitute the restriction to mobile terminal, and mobile terminal may include than illustrating more or fewer portions
Part perhaps combines certain components or different component layouts.
It is specifically introduced below with reference to all parts of the Fig. 1 to mobile terminal：
Radio frequency unit 101 can be used for receiving and sending messages or communication process in, signal sends and receivees, specifically, by base station
Downlink information receive after, to processor 110 handle；In addition, the data of uplink are sent to base station.In general, radio frequency unit 101
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier, duplexer etc..In addition, penetrating
Frequency unit 101 can also be communicated with network and other equipment by wireless communication.Any communication can be used in above-mentioned wireless communication
Standard or agreement, including but not limited to GSM (Global System of Mobile communication, global system for mobile telecommunications
System), GPRS (General Packet Radio Service, general packet radio service), CDMA2000 (Code
Division Multiple Access 2000, CDMA 2000), WCDMA (Wideband Code Division
Multiple Access, wideband code division multiple access), TD-SCDMA (Time Division-Synchronous Code
Division Multiple Access, TD SDMA), FDD-LTE (Frequency Division
Duplexing-Long Term Evolution, frequency division duplex long term evolution) and TDD-LTE (Time Division
Duplexing-Long Term Evolution, time division duplex long term evolution) etc..
WiFi belongs to short range wireless transmission technology, and mobile terminal can help user to receive and dispatch electricity by WiFi module 102
Sub- mail, browsing webpage and access streaming video etc., it provides wireless broadband internet access for user.Although Fig. 1 shows
Go out WiFi module 102, but it is understood that, and it is not belonging to must be configured into for mobile terminal, it completely can be according to need
It to omit within the scope of not changing the essence of the invention.
Audio output unit 103 can be in call signal reception pattern, call mode, record mould in mobile terminal 100
When under the isotypes such as formula, speech recognition mode, broadcast reception mode, by radio frequency unit 101 or WiFi module 102 it is received or
The audio data stored in memory 109 is converted into audio signal and exports to be sound.Moreover, audio output unit 103
Audio output relevant to the specific function that mobile terminal 100 executes can also be provided (for example, call signal receives sound, disappears
Breath receives sound etc.).Audio output unit 103 may include loudspeaker, buzzer etc..
A/V input unit 104 is for receiving audio or video signal.A/V input unit 104 may include graphics processor
(Graphics Processing Unit, GPU) 1041 and microphone 1042, graphics processor 1041 is in video acquisition mode
Or the image data of the static images or video obtained in image capture mode by image capture apparatus (such as camera) carries out
Reason.Treated, and picture frame may be displayed on display unit 106.Through graphics processor 1041, treated that picture frame can be deposited
Storage is sent in memory 109 (or other storage mediums) or via radio frequency unit 101 or WiFi module 102.Mike
Wind 1042 can connect in telephone calling model, logging mode, speech recognition mode etc. operational mode via microphone 1042
Quiet down sound (audio data), and can be audio data by such acoustic processing.Audio that treated (voice) data can
To be converted to the format output that can be sent to mobile communication base station via radio frequency unit 101 in the case where telephone calling model.
Microphone 1042 can be implemented various types of noises elimination (or inhibition) algorithms and send and receive sound to eliminate (or inhibition)
The noise generated during frequency signal or interference.
Mobile terminal 100 further includes at least one sensor 105, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 1061, and proximity sensor can close when mobile terminal 100 is moved in one's ear
Display panel 1061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, it can detect that size and the direction of gravity when static, can be used to identify the application of mobile phone posture
(such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.；
The fingerprint sensor that can also configure as mobile phone, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer,
The other sensors such as hygrometer, thermometer, infrared sensor, details are not described herein.
Display unit 106 is for showing information input by user or being supplied to the information of user.Display unit 106 can wrap
Display panel 1061 is included, liquid crystal display (Liq User ID Crystal Display, LCD), organic light-emitting diodes can be used
Forms such as (Organic Light-Emitting Diode, OLED) are managed to configure display panel 1061.
User input unit 107 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family setting and the related key signals input of function control.Specifically, user input unit 107 may include touch panel 1071 with
And other input equipments 1072.Touch panel 1071, also referred to as touch screen collect the touch operation of user on it or nearby
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 1071 or in touch panel 1071
Neighbouring operation), and corresponding attachment device is driven according to preset formula.Touch panel 1071 may include touch detection
Two parts of device and touch controller.Wherein, the touch orientation of touch detecting apparatus detection user, and detect touch operation band
The signal come, transmits a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and by it
It is converted into contact coordinate, then gives processor 110, and order that processor 110 is sent can be received and executed.In addition, can
To realize touch panel 1071 using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves.In addition to touch panel
1071, user input unit 107 can also include other input equipments 1072.Specifically, other input equipments 1072 can wrap
It includes but is not limited in physical keyboard, function key (such as volume control button, switch key etc.), trace ball, mouse, operating stick etc.
It is one or more, specifically herein without limitation.
Further, touch panel 1071 can cover display panel 1061, when touch panel 1071 detect on it or
After neighbouring touch operation, processor 110 is sent to determine the type of touch event, is followed by subsequent processing device 110 according to touch thing
The type of part provides corresponding visual output on display panel 1061.Although in Fig. 1, touch panel 1071 and display panel
1061 be the function that outputs and inputs of realizing mobile terminal as two independent components, but in certain embodiments, it can
The function that outputs and inputs of mobile terminal is realized so that touch panel 1071 and display panel 1061 is integrated, is not done herein specifically
It limits.
Interface unit 108 be used as at least one external device (ED) connect with mobile terminal 100 can by interface.For example,
External device (ED) may include wired or wireless headphone port, external power supply (or battery charger) port, wired or nothing
Line data port, memory card port, the port for connecting the device with identification module, audio input/output (I/O) end
Mouth, video i/o port, ear port etc..Interface unit 108 can be used for receiving the input from external device (ED) (for example, number
It is believed that breath, electric power etc.) and the input received is transferred to one or more elements in mobile terminal 100 or can be with
For transmitting data between mobile terminal 100 and external device (ED).
Memory 109 can be used for storing software program and various data.Memory 109 can mainly include storing program area
The storage data area and, wherein storing program area can (such as the sound of application program needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.；Storage data area can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 109 may include high-speed random access memory, it can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 110 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 109, and calls and is stored in storage
Data in device 109 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Managing device 110 may include one or more processing units；Preferably, processor 110 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 110.
Mobile terminal 100 can also include the power supply 111 (such as battery) powered to all parts, it is preferred that power supply 111
Can be logically contiguous by power-supply management system and processor 110, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
Although Fig. 1 is not shown, mobile terminal 100 can also be including bluetooth module etc., and details are not described herein.
Embodiment to facilitate the understanding of the present invention, the communications network system that mobile terminal of the invention is based below into
Row description.
Referring to Fig. 2, Fig. 2 is a kind of communications network system architecture diagram provided in an embodiment of the present invention, the communication network system
System is the LTE system of universal mobile communications technology, which includes UE (User Equipment, the use of successively communication connection
Family equipment) (the land Evolved UMTS Terrestrial Radio Access Network, evolved UMTS 201, E-UTRAN
Ground wireless access network) 202, EPC (Evolved Packet Core, evolved packet-based core networks) 203 and operator IP operation
204。
Specifically, UE201 can be above-mentioned terminal 100, and details are not described herein again.
E-UTRAN202 includes eNodeB2021 and other eNodeB2022 etc..Wherein, eNodeB2021 can be by returning
Journey (backhaul) (such as X2 interface) is connect with other eNodeB2022, and eNodeB2021 is connected to EPC203,
ENodeB2021 can provide the access of UE201 to EPC203.
EPC203 may include MME (Mobility Management Entity, mobility management entity) 2031, HSS
(Home Subscriber Server, home subscriber server) 2032, other MME2033, SGW (Serving Gate Way,
Gateway) 2034, PGW (PDN Gate Way, grouped data network gateway) 2035 and PCRF (Policy and
Charging Rules Function, policy and rate functional entity) 2036 etc..Wherein, MME2031 be processing UE201 and
The control node of signaling, provides carrying and connection management between EPC203.HSS2032 is all to manage for providing some registers
Such as the function of home location register (not shown) etc, and preserves some related service features, data rates etc. and use
The dedicated information in family.All customer data can be sent by SGW2034, and PGW2035 can provide the IP of UE 201
Address distribution and other functions, PCRF2036 are strategy and the charging control strategic decision-making of business data flow and IP bearing resource
Point, it selects and provides available strategy and charging control decision with charge execution function unit (not shown) for strategy.
IP operation 204 may include internet, Intranet, IMS (IP Multimedia Subsystem, IP multimedia
System) or other IP operations etc..
Although above-mentioned be described by taking LTE system as an example, those skilled in the art should know the present invention is not only
Suitable for LTE system, be readily applicable to other wireless communication systems, such as GSM, CDMA2000, WCDMA, TD-SCDMA with
And the following new network system etc., herein without limitation.
Mobile terminal shown in FIG. 1 can be used as the requestor of different application or the corresponding client of service as business
(producer of business in other words) generates service request data packet, and the business for being sent to server (dispatcher of business) receives
Storage unit, business receives storage unit and service request data packet is stored in message queue again, by the service request data packet
It is assigned to Service Processing Unit (executor of business) and is handled to obtain business reply data packet, then by business reply data packet
Return to the requestor of business, that is, the client applied or serviced.The message queue of business processing can be in the embodiment of the present invention
It is based on Gearman framework, by taking Gearman framework as an example, the treatment process of a Gearman service request is related to Client
(client), Job Server (service access server) and three roles of Worker (application service process).Wherein, Client
Client for the requestor of business, i.e. in Fig. 3；Job Server is the dispatcher of business, i.e. it is single to receive storage for business in Fig. 3
Member, for being responsible for coordinating being transmitted to the Client service request issued suitable Worker, Worker is the executor of business,
That is the Service Processing Unit in Fig. 3.In the embodiment of the present invention, the requestor of business can be the client hereinafter described, should
Client can be web client.It terminal user in the embodiment of the present invention is described below enlivens the determination method of index and be applied to
Server, the server can be server in Fig. 3, and at least one type is preset in the server interacts number with client
According to service port.
Based on the system of above-mentioned client and server, each embodiment of the method for the present invention is proposed.
Embodiment one
First embodiment of the invention provides a kind of terminal user determination method for enlivening index, as shown in figure 4, the method
Include the following steps：
S11, selected one or more port, which is used as, actively determines port；
User of the invention refers to the user of each application and mobile terminal on mobile terminal shown in Fig. 1 itself
Account.If to judge the behavior that enlivens of the user of each product, it is necessary first to determine one or more port conduct
User enlivens the port of behavior judgement, the use for example, whether a product is activated, it is only necessary to judge whether product has new user
Registration；Judge to apply for one and whether be used, it is only necessary to judge whether application logs in；But some applications need the work to user
When jump behavior carries out finer analysis, only whether logged in and cannot be judged by application, such as some applications are located always
It when Entered state, just can not log in port is called to whether actively make accurate judgement to user by account, and need
Whether it is called to further determine by certain task ports.
Therefore, the levels of precision requirement actively judged for different products and user, can be set one or more ends
Whether mouth enlivens the judgment basis of behavior as user.It is described actively to determine that port includes that account logs in port, task tune
With wherein one or more of port, account registered port.
S12, when it is described any one actively determine that port is called when, determine call it is described actively determine port user
For any active ues；
Server intercepts all requests of user by blocker, and analyzes and determines and whether there is in all requests of interception
Call request to the port that user actively determines, if it is present judging that the user has used the corresponding production in requested port
Product, the user are any active ues for the product, that is, determine the user for any active ues.Such as wechat end occurs immediately
The calling of information transmitting terminal mouth thinks that user is active, or the request of circle of friends information transmitting terminal mouth occurs, and also assert that user is
It is active, therefore for wechat, the calling of new task request port is more particularly suitable as actively judgement port.For one
For mobile phone, it is desirable to count the behaviour in service of mobile phone, it is only necessary to which counting user account logs in situation, can assert the user
Using the mobile terminal of the account relating, therefore account logged in into port or account registered port actively determines as user
Port is more particularly suitable.
S13 saves the time and corresponding User ID for actively determining that port is called with aggregate manner；
After the calling by actively determining port determines user for any active ues, that is, need to enliven behavior to user
It is recorded, to carry out the various assessments or statistics for enlivening behavior.Due to user may execute in one cycle it is multiple
Behavior is enlivened, if each preservation will be recorded by enlivening behavior, huge waste can be caused, therefore to storage resource with set
Mode saves the time and corresponding User ID for actively determining that port is called, and guarantees that set is interior and only retains a calling note
Record.
Set, English are Set, are a kind of simplest set, its object does not press ad hoc fashion sequence, only simply
Object is added in set, just as toward putting thing in pocket.It is by concentrating drawing for object to the access and operation of concentrating member
With what is carried out, so repeating objects cannot be had by concentrating.Set mathematically is also Set, and set the inside must be not duplicate
Element.
In the present invention, the storage form of any active ues is Key-Set form in set, and the characteristic of Set set is can be automatic
Duplicate removal, User ID will be stored in Set set, i.e., if User ID has existed, write-in only can retain 1 again, be not present
It will be written.Write time complexity O (1).The request time of any active ues and User ID are stored in the form of key-value.
S14 actively determines what port was called for described in nearest a cycle in the data base update time of setting
Time and corresponding User ID are updated to database.
To solve, real-time update user active time brings huge pressure to database access in the database in the prior art
Power and the case where waste of resources is caused, in the present invention by the way of postponing more new database, i.e., by database update
Time is set as a special time period, and preferred, users are in the period of low liveness, at this time server process role pressure
Become smaller, idle process is more, can both make for more new database database reduce reading frequency, can with it is more efficient more
New database.For example, data base update time is set as 2:00 AM to 7 points.The period of database update is according to can basis
It needs to be arranged, such as the lesser product of user base number, can be set to one week database of update or 3 days, 4 days update
Database, if the social activity product such as user base number biggish product, such as microblogging, wechat, can update a number daily
A database is updated according to library or even 12 hours.In the present invention, the update cycle of preference database is 24 hours.
The terminal user that the present embodiment is realized enlivens the determination method of index, when by user to the last use of product
Between recorded, and by delayed mode to database save, alleviate data base call pressure.Last use of the user to product
Time enlivens evaluation index as an accurate user, can make the product for user carry out behavioural analysis, demand analysis,
When product sale, popularization, maximum target group can be found faster, effectively improve realization of goal efficiency.
Embodiment two
Second embodiment of the invention provides a kind of terminal user determination method for enlivening index, as shown in figure 5, the method
Include the following steps：
S21, selected one or more port, which is used as, actively determines port；
If to judge the behavior that enlivens of user, it is necessary first to determine that one or more port is active as user
The port that behavior determines, the use for example, whether a product is activated, it is only necessary to judge whether product has new user's registration, sentence
It applies for disconnected one and whether is used, it is only necessary to judge whether application logs in, but some applications need to enliven behavior to user
When carrying out finer analysis, only whether is logged in and cannot be judged by application；Such as some applications are constantly in and log in
It when state, just can not log in port is called to whether actively make accurate judgement to user by account, and need to pass through certain
Whether a little task ports are called to further determine.
Therefore, the levels of precision requirement actively judged for different products and user, can be set one or more ends
Whether mouth enlivens the judgment basis of behavior as user.It is described actively to determine that port includes that account logs in port, task tune
With wherein one or more of port, account registered port.
S22, when it is described any one actively determine that port is called when, determine call it is described actively determine port user
For any active ues；
Server intercepts all requests of user by blocker, and analyzes and determines and whether there is in all requests of interception
Call request to the port that user actively determines, if it is present judging that the user has used the corresponding production in requested port
Product, the user are any active ues for the product, that is, determine the user for any active ues.Such as wechat end occurs immediately
The calling of information transmitting terminal mouth thinks that user is active, or the request of circle of friends information transmitting terminal mouth occurs, and also assert that user is
It is active, therefore for wechat, the calling of new task request port is more particularly suitable as actively judgement port.For one
For mobile phone, it is desirable to count the behaviour in service of mobile phone, it is only necessary to which counting user account logs in situation, can assert the user
Using the mobile terminal of the account relating, therefore account logged in into port or account registered port actively determines as user
Port is more particularly suitable.
S23 saves the time and corresponding User ID for actively determining that port is called with aggregate manner；
After the calling by actively determining port determines user for any active ues, that is, need to enliven behavior to user
It is recorded, to carry out the various assessments or statistics for enlivening behavior.Due to user may execute in one cycle it is multiple
Behavior is enlivened, if each preservation will be recorded by enlivening behavior, huge waste can be caused, therefore to storage resource with set
Mode saves the time and corresponding User ID for actively determining that port is called, and guarantees that set is interior and only retains a calling note
Record.
Set, English are Set, are a kind of simplest set, its object does not press ad hoc fashion sequence, only simply
Object is added in set, just as toward putting thing in pocket.It is by concentrating drawing for object to the access and operation of concentrating member
With what is carried out, so repeating objects cannot be had by concentrating.Set mathematically is also Set, and set the inside must be not duplicate
Element.
The request time of any active ues and User ID are stored in the form of key-value.In the present invention, the storage shape of any active ues
Formula is Key-Set form, and the characteristic of Set set is the automatic duplicate removal of meeting, and User ID will be stored in Set set, i.e., if user
ID has existed, and write-in only can retain 1 again, there is no will be written, write time complexity O (1).
The set is split into several subclass using Hash strategy by S24；
" hash " is done in Hash, general translation, also has direct transliteration for " Hash ", be exactly the input of random length (again
It is called preliminary mapping pre-image) output of regular length is transformed by hashing algorithm, which is exactly hashed value.This turn
Changing is a kind of compression mapping, it is, the space of hashed value is generally much less than the space inputted, different inputs may be hashed
At identical output, it is impossible to determine unique input value from hashed value.It is briefly exactly a kind of by random length
Message compression to a certain regular length eap-message digest function.
Hash function can make the access process to a data sequence more effective rapidly, pass through hash function, data element
Element will be positioned quickly.
Common Hash strategy has as follows：
(1) method of residues:First estimate the table entry number size in entire Hash table.Then use this estimated value as divisor
Each original value is removed, quotient and the remainder are obtained.Use remainder as cryptographic Hash.Because it is suitable that this method generates a possibility that conflict
Greatly, therefore any searching algorithm should be able to all judge whether conflict occurs and propose to replace algorithm.
(2) jackknife method:This method is to be directed to use when original value is digital, if original value is divided into stem portion, then
Each section is superimposed, obtained last four numbers (or the number of other digits is taken to be ok) are as cryptographic Hash.
(3) radix transformation approach:When original value is number, the numeral system radix of original value can be switched into a different number
Word.For example, metric original value can be switched to hexadecimal cryptographic Hash.It, can be in order to keep the length of cryptographic Hash identical
Omit high-order digit.
(4) data rearrangement method:Data in original value are only simply upset sequence by this method.Such as it can be by
Three to the 6th numbers reverse, then using the number after resetting as cryptographic Hash.
General Internet user's data are huger, such as large-scale Internet company's any active ues are all on several ten million
Hundred million, if these users are stored in obviously too huge in Set set, write-in and reading performance can all have an impact, institute
To need to be stored using multiple Set set.
The number estimation of Set set：Estimate any active ues number, it is assumed that there are 1,000,000 day any active ues, 50 can be designed
A Set, each Set are designed as 20,000.There are 50 groups of Set daily.If enlivening storage organization Set on the day of on May 1st, 2018
Set Key be account_lastactivetime_20180501_1.
20180501 represent is that the active Set collection of user on the day of May 1 is combined, in addition timing separation is in order to often
It any active ues isolation, guarantees the accuracy of data, because if the data on May 2 are written to the Set set on May 1
In, it will lead to and go wrong when asynchronous refresh.
To User ID carry out modulus calculating, i.e., 10001%50, modulus result be 1, then being put into number is account_
In the set of lastactivetime_20180501_1.Modulus result is 2, then being put into number is account_
In the set of lastactivetime_20180501_2, it is thusly-formed account_lastactivetime_20180501_0 extremely
Account_lastactivetime_20180501_49 Set set, daily one group of storage.The characteristic of Set set is can be certainly
Dynamic duplicate removal, User ID will be stored in Set, i.e., if User ID has existed, write-in only can retain 1 again, and there is no will
Write-in, write time complexity O (1).
S25 actively determines what port was called for described in nearest a cycle in the data base update time of setting
Time and corresponding User ID are updated to database.
To solve, real-time update user active time brings huge pressure to database access in the database in the prior art
Power and the case where waste of resources is caused, in the present invention by the way of postponing more new database, i.e., by database update
Time is set as a special time period, and preferred, users are in the period of low liveness, at this time server process role pressure
Become smaller, idle process is more, can both make for more new database database reduce reading frequency, can with it is more efficient more
New database.For example, data base update time is set as 2:00 AM to 7 points.The period of database update is according to can basis
It needs to be arranged, such as the lesser product of user base number, can be set to one week database of update or 3 days, 4 days update
Database, if the social activity product such as user base number biggish product, such as microblogging, wechat, can update a number daily
A database is updated according to library or even 12 hours.In the present invention, the update cycle of preference database is 24 hours.In account
The request of the heart at night 2 points to 7 points of morning be a request ebb, update data using low peak period, make full use of resource.
Daily at night 2 points can trigger timer, more new procedures will startup program update since Set set number is relatively more and handle meeting
It is handled using multithreading, the Thread Count of the CPU of processing server can be obtained, such as CPU is that 2 core, 4 thread will will use 4
Thread carries out batch processed to the Set queue in step 2, it is assumed that there are 50 Set queues, it every time will be to 4 queues progress time
Reading is gone through, a User ID is read out from Set, is read from User ID-active time key assignments to application by User ID
The last active time in family updates the last active time of user to database.Until the data in 50 Set queues are all drawn
It takes and all updates until database.
Such as fruit product or operation have higher requirement to the timeliness of last active time, can shorten Timing Processing when
Between, for example using one group of last any active ues of storage of every 12 hours, every 12 hours carry out the more last active time of user
It is new primary, update within preferably one day it is primary because for the product it is only necessary to know that any active ues in (3 to 30 days) in the recent period
Meet operation demand.The active time for grasping user in real time is not needed, but the program can also carry out more user
It updates in real time.
The terminal user that the present embodiment is realized enlivens the determination method of index, when by user to the last use of product
Between recorded, and by delayed mode to database save, alleviate data base call pressure, with and by record user finally make
It is stored in a manner of multiple Set set with the data of time, avoids the excessive influence data reading performance using redundancy of a Set.User is to production
The last of product uses the time to enliven evaluation index as an accurate user, and the product can be made to carry out behavior point for user
When analysis, demand analysis, product sale, popularization, maximum target group can be found faster, effectively improve realization of goal effect
Rate.
Embodiment three
Third embodiment of the invention provides a kind of terminal user determination method for enlivening index, as shown in fig. 6, the method
Include the following steps：
S31, selected one or more port, which is used as, actively determines port；
If to judge the behavior that enlivens of user, it is necessary first to determine that one or more port is active as user
The port that behavior determines, the use for example, whether a product is activated, it is only necessary to judge whether product has new user's registration, sentence
It applies for disconnected one and whether is used, it is only necessary to judge whether application logs in, but some applications need to enliven behavior to user
When carrying out finer analysis, only whether is logged in and cannot be judged by application；Such as some applications are constantly in and log in
It when state, just can not log in port is called to whether actively make accurate judgement to user by account, and need to pass through certain
Whether a little task ports are called to further determine.
Therefore, the levels of precision requirement actively judged for different products and user, can be set one or more ends
Whether mouth enlivens the judgment basis of behavior as user.It is described actively to determine that port includes that account logs in port, task tune
With wherein one or more of port, account registered port.
S32 is filtered the call request of all clients port with blocker, actively determines that port is called when existing
Request when, determine issue the request user be any active ues；
Server intercepts all requests of user by blocker, and analyzes and determines and whether there is in all requests of interception
Call request to the port that user actively determines, if it is present judging that the user has used the corresponding production in requested port
Product, the user are any active ues for the product, that is, determine the user for any active ues.As long as server-side receives use
It is active that the interface of family call definition is considered as the user.Such as the calling of instant messages sending port occurs for wechat end, that is, thinks
User is active, or the request of circle of friends information transmitting terminal mouth occurs, and also assert that user is active, therefore for wechat, will
New task requests the calling of port more particularly suitable as actively judgement port.For a mobile phone, it is desirable to count mobile phone
Behaviour in service, it is only necessary to which counting user account logs in situation, can assert that the mobile end of the account relating is used in the user
End, therefore the port for account is logged in port or account registered port as user actively determining is more particularly suitable.By the request
User information read carry out next step processing.
S33 saves the time and corresponding User ID for actively determining that port is called with aggregate manner；
After the calling by actively determining port determines user for any active ues, that is, need to enliven behavior to user
It is recorded, to carry out the various assessments or statistics for enlivening behavior.Due to user may execute in one cycle it is multiple
Behavior is enlivened, if each preservation will be recorded by enlivening behavior, huge waste can be caused, therefore to storage resource with set
Mode saves the time and corresponding User ID for actively determining that port is called, and guarantees that set is interior and only retains a calling note
Record.
Set, English are Set, are a kind of simplest set, its object does not press ad hoc fashion sequence, only simply
Object is added in set, just as toward putting thing in pocket.It is by concentrating drawing for object to the access and operation of concentrating member
With what is carried out, so repeating objects cannot be had by concentrating.Set mathematically is also Set, and set the inside must be not duplicate
Element.
In the present invention, the storage form of any active ues is Key-Set form, and the characteristic of Set set is the automatic duplicate removal of meeting, is used
Family ID will be stored in Set set, i.e., if User ID has existed, write-in only can retain 1 again, and there is no will write
Enter.Write time complexity O (1).The request time of any active ues and User ID are stored in the form of key-value.By any active ues
Request time and User ID stored in the form of key-value.
The set is split into several subclass using Hash strategy by S34；
" hash " is done in Hash, general translation, also has direct transliteration for " Hash ", be exactly the input of random length (again
It is called preliminary mapping pre-image) output of regular length is transformed by hashing algorithm, which is exactly hashed value.This turn
Changing is a kind of compression mapping, it is, the space of hashed value is generally much less than the space inputted, different inputs may be hashed
At identical output, it is impossible to determine unique input value from hashed value.It is briefly exactly a kind of by random length
Message compression to a certain regular length eap-message digest function.
Common Hash strategy is as follows：
(1) method of residues:First estimate the table entry number size in entire Hash table.Then use this estimated value as divisor
Each original value is removed, quotient and the remainder are obtained.Use remainder as cryptographic Hash.Because it is suitable that this method generates a possibility that conflict
Greatly, therefore any searching algorithm should be able to all judge whether conflict occurs and propose to replace algorithm.
(2) jackknife method:This method is to be directed to use when original value is digital, if original value is divided into stem portion, then
Each section is superimposed, obtained last four numbers (or the number of other digits is taken to be ok) are as cryptographic Hash.
(3) radix transformation approach:When original value is number, the numeral system radix of original value can be switched into a different number
Word.For example, metric original value can be switched to hexadecimal cryptographic Hash.It, can be in order to keep the length of cryptographic Hash identical
Omit high-order digit.
(4) data rearrangement method:Data in original value are only simply upset sequence by this method.Such as it can be by
Three to the 6th numbers reverse, then using the number after resetting as cryptographic Hash.
General Internet user's data are huger, such as large-scale Internet company's any active ues are all on several ten million
Hundred million, if these users are stored in obviously too huge in Set set, write-in and reading performance can all have an impact.Institute
To need to be stored using multiple Set set.
The number estimation of Set set：Estimate any active ues number, it is assumed that there are 1,000,000 day any active ues, 50 can be designed
A Set, each Set are designed as 20,000.There are 50 groups of Set daily.If enlivening storage organization Set on the day of on May 1st, 2018
Set Key be account_lastactivetime_20180501_1.
20180501 represent is that the active Set collection of user on the day of May 1 is combined, in addition timing separation is in order to often
It any active ues isolation, guarantees the accuracy of data, because if the data on May 2 are written to the Set set on May 1
In, it will lead to and go wrong when asynchronous refresh.
To User ID carry out modulus calculating, i.e., 10001%50, modulus result be 1, then being put into number is account_
In the set of lastactivetime_20180501_1.Modulus result is 2, then being put into number is account_
In the set of lastactivetime_20180501_2, it is thusly-formed account_lastactivetime_20180501_0 extremely
Account_lastactivetime_20180501_49 Set set, daily one group of storage.The characteristic of Set set is can be certainly
Dynamic duplicate removal, User ID will be stored in Set, i.e., if User ID has existed, write-in only can retain 1 again, and there is no will
Write-in, write time complexity O (1).
Timer is arranged in S35, and database update starts to update when timers trigger, and traversal reads all set, from set
Middle reading any active ues ID and its active time data update the data of reading to database.
To solve, real-time update user active time brings huge pressure to database access in the database in the prior art
Power and the case where waste of resources is caused, in the present invention by the way of postponing more new database, i.e., by database update
Time is set as a special time period, and preferred, users are in the period of low liveness, at this time server process role pressure
Become smaller, idle process is more, can both make for more new database database reduce reading frequency, can with it is more efficient more
New database.For example, setting timer, database update starts to update when timers trigger, and traversal reads all set, from collection
Any active ues ID and its active time data are read in conjunction, and the data of reading are updated to database, by data base update time
It is set as 2:00 AM to 7 points, triggering log-on data library updates when timer every 2:00 AM, terminates to update to 7 points of morning.Number
The period updated according to library according to can according to need setting, such as the lesser product of user base number, can be set to update for one week
Database or time 3 days, update in a 4 days database, if the societies such as user base number biggish product, such as microblogging, wechat
Product is handed over, a database can be updated daily or even 12 hours update a database.In the present invention, preference database
Update cycle be 24 hours.The request at account center at night 2 points to 7 points of morning be a request ebb, using low peak period into
Row updates data, makes full use of resource.Daily at night 2 points can trigger timer, more new procedures will startup program, due to
Set set number is relatively more, and update processing can be handled using multithreading, can obtain the Thread Count of the CPU of processing server,
Such as CPU is that 2 core, 4 thread will will use 4 threads to the Set queue progress batch processed in step 2, it is assumed that has 50 Set
Queue will carry out traversal reading to 4 queues every time, a User ID is read out from Set, by User ID from user
The corresponding last active time of user is read in the key assignments of ID- active time, and the last active time of user is updated to database.Directly
It is all updated until database to all pulling the data in 50 Set queues.
Such as fruit product or operation have higher requirement to the timeliness of last active time, can shorten Timing Processing when
Between, for example using one group of last any active ues of storage of every 12 hours, every 12 hours carry out the more last active time of user
It is new primary, update within preferably one day it is primary because for the product it is only necessary to know that any active ues in (3 to 30 days) in the recent period
Meet operation demand.The active time for grasping user in real time is not needed, but the program can also carry out more user
It updates in real time.
The terminal user that the present embodiment is realized enlivens the determination method of index, determines that user enlivens behavior by blocker,
It by being recorded to the last of product using the time to user, and is saved by delayed mode to database, alleviates database
Pressure is called, finally uses the data of time to store in a manner of multiple Set set with and by record user, avoids a Set
Excessive influence data reading performance using redundancy.User uses the time to enliven evaluation index as an accurate user the last of product,
When the product can be made to carry out behavioural analysis, demand analysis, product sale, popularization for user, maximum can be found faster
Target group, effectively improve realization of goal efficiency.
Example IV
Fourth embodiment of the invention provides a kind of server, including memory, processor and at least one be stored in institute
The application program executed by the processor is stated in memory and is configured as, at least one described application program is configured as using
In execute embodiment one, embodiment two, embodiment three any one terminal user enliven the determination method of index.
Embodiment five
Fifth embodiment of the invention provides a kind of computer readable storage medium, deposits on the computer readable storage medium
The determination program that terminal user enlivens index is contained, it is real when the determination program that the terminal user enlivens index is executed by processor
The step of current embodiment one, embodiment two, embodiment three any one terminal user enliven the determination method of index.
Terminal user proposed by the present invention enlivens determination method, server and the storage medium of index, by user couple
The last one of product is enlivened behavior and is recorded, and so that this time is enlivened behavior and accurately enlivens evaluation index as one, at this
When product carries out user behavior analysis, demand analysis, product sale, popularization for user, maximum mesh can be found faster
Group is marked, realization of goal efficiency is effectively improved.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form, all of these belong to the protection of the present invention.
Claims (10)
1. a kind of determination method that terminal user enlivens index, which is characterized in that the described method comprises the following steps：
Selected one or more port, which is used as, actively determines port；
When it is described any one actively determine that port is called when, determine that calling the user for actively determining port is active use
Family；
The time and corresponding user I D for actively determining that port is called is saved with aggregate manner；
Port called time and right is actively determined by described in nearest a cycle in the data base update time of setting
User ID is answered to update to database.
2. the determination method that terminal user according to claim 1 enlivens index, which is characterized in that the method is in step
Include after saving the actively judgement port called time and corresponding user I D with aggregate manner：
The set is split by several subclass using Hash strategy.
3. the determination method that terminal user according to claim 1 enlivens index, which is characterized in that the step of the method
When it is described any one actively determine that port is called when, determine call it is described actively determine port user for any active ues into
One step includes：
The call request of all clients port is filtered with blocker, actively determines the called request in port when existing
When, determine that issuing the user of the request is any active ues.
4. the determination method that terminal user according to claim 3 enlivens index, which is characterized in that the method also includes
Step：
The request time of any active ues and user I D are stored in the form of key-value.
5. the determination method that terminal user according to claim 1 enlivens index, which is characterized in that described actively to determine end
Mouthful include account log in port, task call port, account registered port one or more.
6. the determination method that terminal user according to claim 1 enlivens index, which is characterized in that the database update
Time is 2:00 AM to 7 points.
7. the determination method that terminal user according to claim 1 enlivens index, which is characterized in that the database is more
The new period is 24 hours.
8. the determination method that terminal user according to claim 1 enlivens index, which is characterized in that the step of the method
The port called time is actively determined and to application for described in nearest a cycle in the data base update time of setting
Family I D is updated to database：
Timer is set, and database update starts to update when timers trigger, and traversal reads all set, reads and lives from set
Jump user I D and its active time data, and the data of reading are updated to database.
9. a kind of server, including memory, processor and at least one be stored in the memory and be configured as by
The application program that the processor executes, which is characterized in that at least one described application program is configurable for perform claim
It is required that terminal user described in any one of 1 to 8 claim enlivens the determination method of index.
10. a kind of computer readable storage medium, which is characterized in that be stored with terminal use on the computer readable storage medium
The determination program of index is enlivened at family, is realized when the determination program that the terminal user enlivens index is executed by processor as right is wanted
Terminal user described in asking any one of 1 to 8 enlivens the step of determination method of index.
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| CN201810629286.8A CN108898428A (en) | 2018-06-19 | 2018-06-19 | A kind of terminal user enlivens determination method, server and the storage medium of index |
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