CN107402875A - A kind of log recording method, terminal and computer-readable recording medium - Google Patents

A kind of log recording method, terminal and computer-readable recording medium Download PDF

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CN107402875A
CN107402875A CN201710642279.7A CN201710642279A CN107402875A CN 107402875 A CN107402875 A CN 107402875A CN 201710642279 A CN201710642279 A CN 201710642279A CN 107402875 A CN107402875 A CN 107402875A
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terminal
log
user
key element
log list
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相冒见
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Shenzhen Jinli Communication Equipment Co Ltd
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Shenzhen Jinli Communication Equipment Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01—Social networking

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Abstract

The embodiment of the invention discloses a kind of log recording method, terminal and computer-readable recording medium.Wherein method includes：Log list is generated, the log list includes multiple record key elements；The behavioral data of terminal user's using terminal is obtained according to the record key element；According to behavior event corresponding to behavioral data generation；By the event recording into the log list.Log recording method provided in an embodiment of the present invention, the behavior event of user's using terminal can be recorded, be easy to user to check the thing that conventional using terminal is done at any time.

Description

A kind of log recording method, terminal and computer-readable recording medium
Technical field
The present invention relates to terminal communication technical field, more particularly to a kind of log recording method, terminal and computer-readable Storage medium.
Background technology
With the fast development of the intelligent terminals such as mobile phone, tablet personal computer, user can be consumed using intelligent terminal, be given pleasure to Happy, social, trip, work, study etc. various activities.But user is easy to forget oneself to make of terminal in a period of time Which thing is crossed, such as, forget that net purchase etc. is once chatted or carried out to last week with so-and-so good friend, this, which allows for user, can miss a lot Sweet memories, meanwhile, user can not also summarize analysis to the thing done in the past period.
The content of the invention
The embodiment provides a kind of log recording method, terminal and computer-readable recording medium, Ke Yiji The behavior event of terminal user's using terminal is recorded, is easy to terminal user to check the thing that using terminal was done.
In a first aspect, the embodiments of the invention provide a kind of log recording method, it includes：
Log list is generated, the log list includes multiple record key elements；
The behavioral data of terminal user's using terminal is obtained according to the record key element；
According to behavior event corresponding to behavioral data generation；
By the event recording into the log list.
Second aspect, the embodiment of the present invention additionally provide a kind of terminal, and it includes being used for the day for performing first aspect offer The unit of will recording method.
The third aspect, the embodiment of the present invention provide a kind of terminal again, and it includes processor, input equipment, output equipment And memory, the processor, input equipment, output equipment and memory are connected with each other, wherein, the memory is used to store Program code, the processor are arranged to call described program code, perform the day described in any one provided by the invention Will recording method.
Fourth aspect, the embodiment of the present invention additionally provide a kind of computer-readable recording medium, wherein the computer is deposited Storage media is stored with computer program, and the computer program includes programmed instruction, and described program instruction, which is worked as, to be executed by processor When make log recording method described in any one that computing device invention provides.
After log list is generated, the record key element in log list obtains terminal user and used the embodiment of the present invention The behavioral data of terminal, and the behavior event according to corresponding to generating behavioral data, then by event recording into log list, So it is easy to terminal user to check the thing that using terminal done by log list.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly, it is required in being described below to embodiment to use Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the present invention, general for this area For logical technical staff, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is a kind of schematic flow diagram of log recording method provided in an embodiment of the present invention；
Fig. 2 is the specific steps schematic flow diagram of step S104 in log recording method shown in Fig. 1；
Fig. 3 is a kind of another schematic flow diagram of log recording method provided in an embodiment of the present invention；
Fig. 4 to Fig. 8 is a kind of schematic block diagram of terminal provided in an embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation describes, it is clear that described embodiment is part of the embodiment of the present invention, rather than whole embodiments.Based on this hair Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made Example, belongs to the scope of protection of the invention.
It should be appreciated that ought be in this specification and in the appended claims in use, term " comprising " and "comprising" instruction Described feature, entirety, step, operation, the presence of element and/or component, but it is not precluded from one or more of the other feature, whole Body, step, operation, element, component and/or its presence or addition for gathering.
It is also understood that the term used in this description of the invention is merely for the sake of the mesh for describing specific embodiment And be not intended to limit the present invention.As used in description of the invention and appended claims, unless on Other situations are hereafter clearly indicated, otherwise " one " of singulative, "one" and "the" are intended to include plural form.
It will be further appreciated that the term "and/or" used in description of the invention and appended claims is Refer to any combinations of one or more of the associated item listed and be possible to combine, and including these combinations.
Referring to Fig. 1, Fig. 1 is a kind of schematic flow diagram of log recording method provided in an embodiment of the present invention.The daily record Recording method may operate in smart mobile phone (such as Android phone, IOS mobile phones), tablet personal computer, personal digital assistant (PDA), in Intelligent worn device, Multi-featured Mobile Terminal or other equipment including computing function and data communication function. As shown in figure 1, the method comprising the steps of S101~S104.
S101, generation log list, the log list include multiple record key elements.
In one embodiment, when detecting that terminal user opens log recording function, terminal generation log list.When So, in other embodiments, other modes triggering terminal generation log list can also be used.For example, when having detected client When identification module (Subscriber Identification Module, abbreviation SIM card) inserts, terminal will generate daily record row Table.
In one embodiment, log list can be the list using the time as major key including multiple record key elements.Its In, the time granularity in log list can be as accurate as hour, minute etc..
In addition, record key element can include recording corresponding to record key element and third-party application corresponding to terminal system application Key element.Wherein, record key element corresponding to terminal system application can include " place ", " taking pictures ", " record video ", " environment ginseng The record key element such as number ", " dial or receive calls ", record key element can include " wechat application ", " branch corresponding to third-party application Pay Baoying County's use ", the record such as " application of footpath between fields footpath between fields " key element.
It is understood that the species of record key element is not limited to above two, and it is interior included by every kind of record key element Hold the content for being also not limited to above-mentioned display.In addition, the naming method of record key element is also not limited to the title with application program Name.
In one embodiment, terminal user often newly installs some third-party applications during using terminal, than Such as, application programs such as " groups of U.S. " is newly installed.In order to which the third-party application of these new installations can be increased in log list The record key element of program, after log list is generated, in addition to：If detecting, the terminal performs application program installation behaviour Make, obtain the identification information of the application program, and according to the identification information, the application is generated in the log list Record key element corresponding to program.
Wherein, the identification information of application program can include title, pattern identification of application program etc., do not do have herein Body limits.When terminal user is using the application program newly installed, terminal can is according to corresponding to the application program newly installed Record key element and obtain the behavioral data that terminal user uses the application program.
In one embodiment, terminal user also can often unload some application programs, now during using terminal It will detect that terminal performs application program unloading operation, terminal can continue the record key element for retaining the application program of the unloading. That is, terminal user will continue to retain using the behavior event of the application program, it is easy to terminal user to check at any time.
Certainly, in order to save space, when detecting that terminal performs application program unloading operation, in terminal deletion log list The record key element of the application program of the unloading.Preferably, before the record key element of application program of the unloading is deleted, generation carries Show whether dialog box deletes the record key element of the application program of the unloading and corresponding behavior event with inquiry terminal user, and obtain The selection operation of terminal user is taken, the operation for retaining or deleting is performed according to the selection operation of terminal user.
S102, the behavioral data according to record key element acquisition terminal user's using terminal.
For example, " place " record key element in log list, passes through global positioning system acquisition terminal present position For " Shenzhen City, Guangdong Province Futian District street ", " Shenzhen City, Guangdong Province Futian District street " is corresponding to " place " record key element Behavioral data.It is understood that the position of the global positioning system collection in terminal can also be accurate to the information such as building, This is not particularly limited.
Again for example, " ambient parameter " record key element in log list, " Guangdong Province is gathered by temperature sensor The current temperature parameter in Zhen Shi Futian Districts street " is " 25 DEG C ", and " 25 DEG C " are behavior corresponding to " ambient parameter " record key element Data.
It is understood that ambient parameter is not limited to temperature parameter, can also include air humidity, air quality etc. its His ambient parameter, these corresponding other ambient parameters can be by devices such as the air humidity sensor in terminal, dust sensors Part obtains, and is not particularly limited herein.
Again for example, terminal user in the morning 8：00 to 9:Upper chat is applied in wechat with A good friends in 00 this period, that The application interface that terminal is applied by wechat obtains the behavioral data between terminal user and A good friends.Wherein, behavior data The information such as A good friends title, chat content, chat duration can be included.
S103, the behavior event according to corresponding to behavioral data generation.
In the present embodiment, after behavioral data is got, terminal will be analyzed behavioral data to generate correspondingly Behavior event.For example, behavioral data corresponding to " place " record key element is " Shenzhen City, Guangdong Province Futian District street ", then Behavior event corresponding to generation can be " Shenzhen City, Guangdong Province Futian District street ", or " Shenzhen City, Guangdong Province " etc..
Again for example, terminal is corresponding according to the behavioral data generation between the terminal user and A good friends obtained from wechat application Behavior event can be：Contact person：A good friends, content：Xxx, duration：The information such as 11 minutes.
Again for example, terminal behavior event according to corresponding to the behavioral data generation of the terminal user obtained from Alipay application Can be：Pay object：Xxx, pay content：The information such as xxx.
S104, by the event recording into the log list.
After behavior event is generated, by the corresponding position of behavior logout to log list.For example, such as table 1 Shown, table 1 is the structural representation of log list in an embodiment.In the log list shown in table 1, time granularity is accurate to Hour, record key element includes " place ", " ambient parameter ", " wechat application ", " Alipay application " etc..
Table 1
It should be noted that the log list shown in table 1 is only one kind in numerous kinds of log lists, shown in table 1 Log list cannot be used for limiting the specific manifestation form and content of log list in the application.
In one embodiment, behavior event can include the identity information of contact person.The contact is artificially entered with terminal user The interactive user of row.For example, the contact person can be A good friends in wechat application, the payment object in Alipay application, incoming call use Family etc..Correspondingly, the identity information of contact person can include the title of A good friends, the title for paying object, pattern identification, electricity Talk about number etc..
The multiple behavior events checked for the ease of terminal user between a certain contact person, in one embodiment, such as Fig. 2 Shown, Fig. 2 is the specific steps schematic flow diagram of step S104 in log recording method shown in Fig. 1, and the behavior event is remembered Record specifically includes step S104a~S104c into the log list.
S104a, judge to whether there is the historical behavior related to the identity information of the contact person in the log list Event.
For example, judge in log list in " wechat application " record key element column with the presence or absence of the historical behavior event of A good friends. If the historical behavior event of A good friends be present, step S104b is performed；If in the absence of the historical behavior event of A good friends, perform Step S104c.
, will if the historical behavior event related to the identity information of the contact person in S104b, the log list be present The behavior event is associated with the historical behavior event, and records into the log list.
If the historical behavior event of A good friends be present, then by the current behavior event of A good friends and its historical behavior event It is associated, and by the current event recording of A good friends in log list, such terminal user can check good with A Multiple behavior events between friend.
If the historical behavior event related to the identity information of the contact person is not present in S104c, the log list, By the event recording into the log list.
If in the absence of the historical behavior event of A good friends, then just by the current event recording of the A good friends in daily record In list.
After log list is generated, the record key element in log list obtains terminal user and used the embodiment of the present invention The behavioral data of terminal, and the behavior event according to corresponding to generating behavioral data, then by event recording into log list, So it is easy to terminal user to check the thing that using terminal done by log list, avoids terminal user from forgetting many fine time Recall.
Referring to Fig. 3, Fig. 3 is a kind of another schematic flow diagram of log recording method provided in an embodiment of the present invention.Should Log recording method may operate in smart mobile phone (such as Android phone, IOS mobile phones), tablet personal computer, personal digital assistant (PDA), in Intelligent worn device, Multi-featured Mobile Terminal or other equipment including computing function and data communication function. As shown in figure 3, the method comprising the steps of S201~S210.
S201, the identity information for obtaining the terminal user.
In daily life, household or friend understand the terminal login wechat application of using terminal user, Alipay application etc. Application program.That is, sometimes, the account that application program is logged in terminal is not terminal user's registration Account, behavioral data that now terminal is obtained by application interface is not necessarily the behavioral data of terminal user.If will Event recording corresponding to behavior data will certainly occur the behavior event in log list wrong in log list By mistake.
In order to solve the above problems, in one embodiment, when terminal detects that terminal user opens log recording function, Terminal obtains the identity information of terminal user.Certainly, in other embodiments, other modes triggering terminal can also be used to obtain The identity information of terminal user.For example, when terminal has detected client identification module (Subscriber Identification Module, abbreviation SIM card) insertion when, terminal will obtain terminal user identity information.
Here, the identity information of terminal user includes a variety of letters such as the telephone number, name, ID card No. of terminal user One or more combinations in breath.Specifically, in one embodiment, with telephone number corresponding to client identification module in terminal, Identity information of the information such as name, ID card No. as terminal user.
S202, log list generated according to the identity information of the terminal user, the log list includes multiple records Key element.
After the identity information of terminal user is got, the daily record associated with the identity information of terminal user will be generated and arranged Table.
In one embodiment, log list can be the list using the time as major key including multiple record key elements.Its In, the time granularity in log list can be as accurate as hour, minute etc., be not particularly limited herein.
In addition, record key element can include recording corresponding to record key element and third-party application corresponding to terminal system application Key element.Wherein, record key element corresponding to terminal system application can include " place ", " taking pictures ", " record video ", " environment ginseng The record key element such as number ", " dial or receive calls "；Record key element can include " wechat application ", " branch corresponding to third-party application Pay Baoying County's use ", the record such as " application of footpath between fields footpath between fields " key element.
It is understood that the species of record key element is not limited to above two, and it is interior included by every kind of record key element Hold the content for being also not limited to above-mentioned display.In addition, the naming method of record key element is also not limited to the title with application program The mode of name.
S203, obtain user profile corresponding to the record key element.
After log list is generated, terminal obtains the record key element in log list corresponding with record key element User profile.
When record key element, which is that terminal system application is corresponding, records key element, user profile corresponding to record key element can wrap Include telephone number, name, ID card No. etc. corresponding to client identification module in terminal.
When it is to record key element corresponding to third-party application to record key element, it can be to use to record user profile corresponding to key element Register the information such as the telephone number related to user filled in during application, name, ID card No. in family.
S204, judge whether the identity information of the terminal user matches with the user profile.
Get with after the corresponding user profile of record key element, will determine that terminal user identity information whether with user Information match.Specifically, in one embodiment, judge whether the identity information of terminal user with user profile has identical portions Point.
For example, it is assumed that the telephone number in the identity information of terminal user is identical with the telephone number in user profile, that Decide that the identity information of terminal user and user profile have same section, so judge the identity information of terminal user with User profile matches.
In the present embodiment, if the identity information of terminal user matches with user profile, illustrating should using the third party With or the user that applies of terminal system be terminal user, terminal will execution step S205.If the identity information of terminal user Mismatched with the user profile, illustrate that using the user that the third-party application or terminal system are applied may not be terminal user I, terminal will return and perform step S204.
If S205, identity information and the user profile of the terminal user match, the terminal user is obtained The behavioral data of using terminal.
For example, " place " record key element in log list, passes through global positioning system acquisition terminal present position For " Shenzhen City, Guangdong Province Futian District street ", " Shenzhen City, Guangdong Province Futian District street " is corresponding to " place " record key element Behavioral data.It is understood that the position of the global positioning system collection in terminal can also be accurate to the information such as building, This is not particularly limited.
Again for example, " ambient parameter " record key element in log list, " Guangdong Province is gathered by temperature sensor The current temperature parameter in Zhen Shi Futian Districts street " is " 25 DEG C ", and " 25 DEG C " are behavior corresponding to " ambient parameter " record key element Data.
It is understood that ambient parameter is not limited to temperature parameter, can also include air humidity, air quality etc. its His ambient parameter, these corresponding other ambient parameters can be by devices such as the air humidity sensor in terminal, dust sensors Part obtains, and is not particularly limited herein.
Again for example, terminal user in the morning 8：00 to 9:Upper chat is applied in wechat with A good friends in 00 this period, that The application interface that terminal is applied by wechat obtains the behavioral data between terminal user and A good friends.Wherein, behavior data The information such as A good friends title, chat content, chat duration can be included.
S206, the behavior event according to corresponding to behavioral data generation.
In the present embodiment, after behavioral data is got, terminal will be analyzed behavioral data to generate correspondingly Behavior event.For example, for example, behavioral data corresponding to " place " record key element is " Shenzhen City, Guangdong Province Futian District street Road ", then behavior event corresponding to generation can be " Shenzhen City, Guangdong Province Futian District street ", or " Guangdong Province Zhen Shi " etc..
Again for example, terminal is according to the corresponding row of behavioral data generation between the user and A good friends obtained from wechat application Can be for event：Contact person：A good friends, content：Xxx, duration：The information such as 11 minutes.
Again for example, terminal behavior event according to corresponding to the behavioral data generation of the user obtained from Alipay application can be with For：Pay object：Xxx, pay content：The information such as xxx.
S207, by the event recording into the log list.
After behavior event is generated, by the corresponding position of behavior logout to log list.Further, exist In one embodiment, behavior event can include the identity information of contact person.The contact artificially carries out interactive use with terminal user Family.For example, the contact person can be A good friends in wechat application, the payment object in Alipay application, incoming call user etc..Phase Ying Di, the identity information of contact person can include the title of A good friends, the title for paying object, pattern identification, telephone number etc. Deng.
In this embodiment, the event recording is specifically included into the log list：Judge the daily record It whether there is the historical behavior event related to the identity information of the contact person in list.If in the log list exist with The related historical behavior event of the identity information of the contact person is related to the historical behavior event by the behavior event Connection, and record into the log list；If it is not present in the log list related to the identity information of the contact person Historical behavior event, by the event recording into the log list, can so be checked in order to terminal user and certain Multiple behavior events between one contact person.
When terminal user checks log list, terminal can in a manner of calendar form or map view etc. show log List, so it is easy to user according to key elements such as time, places to check log list.
S208, the search information for obtaining terminal user's input.
Check desired behavior event for the ease of terminal user, terminal sets search condition column, and terminal user can be Input search information in search condition column.For example, terminal user inputs " in a good humor ", " April 1 in 2017 in search condition column The search such as day on May 5th, 2017 " information, such terminal can obtain the search information.
S209, the behavior event related to the search information is obtained by semantics recognition.
In the present embodiment, after the search information that terminal gets terminal user's input, terminal will be known by semanteme The other technical limit spacing behavior event related to search information.It is understood that in other embodiments, other can also be passed through Technology identifies the intention of user.
For example, when search information is " in a good humor ", can get appearance in log list according to semantics recognition technology " opens The behavior event of the similar keyword such as the heart ", " happiness ", " pleasure ", or the behavior event related to " in a good humor ", e.g., certain silver These behavior events are labeled as C by the behavior event for the newly-increased deposit recorded under the record key element column of row application successively1, C2... ..., Cn。
In one embodiment, above-mentioned behavior event can also be analyzed using clustering algorithm, with find more with The similar behavior event of above-mentioned behavior event, and then the search result set { C expanded1, C2... ..., Cn, Cn+1... ..., C2n, and obtain time set { T corresponding to the search result set of expansion1, T2... ..., Tn, Tn+1... ..., T2n}。
It should be noted that clustering algorithm can use KNN (k-NearestNeighbor) sorting algorithm, can also adopt With other algorithms such as deep learning algorithm, it is not particularly limited herein.
S210, terminal user will be shown to by presets to the related behavior event of information of searching for.
When wanting the behavior event checked by the technical limit spacings such as semantics recognition technology, clustering algorithm to terminal user, These behavior events are shown according to presets.For example, the time corresponding to the search result set that will be enlarged by gathers {T1, T2... ..., Tn, Tn+1... ..., T2nShown in a manner of calendar form or map view etc., be easy to terminal user according to The key elements such as time, place are checked.
In one embodiment, when the behavior event that the search information searching inputted according to terminal user arrives is ambient parameter etc. Can be corresponding to the data parameters that form mode is presented during behavior event, terminal also may be used in the behavior event that displaying searches To count the index values such as Temperature numerical in a manner of form, and terminal user is presented to, such terminal user's can is very directly perceived Recognize the situation of change and changing rule of the indexs such as temperature in ground.
The embodiment of the present invention generates log list according to the identity information of terminal user, and record is obtained further according to record key element User profile corresponding to key element, when the identity information for judging terminal user matches with user profile, obtain terminal user The behavioral data of using terminal, and the behavior event according to corresponding to generating behavioral data, then event recording to daily record is arranged In table, when terminal user wishes to check certain class behavior event, the search information that terminal inputs according to terminal user finds correlation Behavior event, and be presented to terminal user with presets, such terminal user's can checks use by log list The thing that terminal is done.
Referring to Fig. 4, Fig. 4 is a kind of schematic block diagram of terminal provided in an embodiment of the present invention.Terminal 300 is included but not It is limited to smart mobile phone (such as Android phone, IOS mobile phones), tablet personal computer, personal digital assistant (PDA), intelligence wearing to set Standby, Multi-featured Mobile Terminal or the other equipment including computing function and data communication function.As shown in figure 4, terminal 300 is wrapped Include list generation unit 310, data capture unit 320, event generation unit 330 and recording unit 340.
(1) list generation unit 310；
List generation unit 310, for generating log list, the log list includes multiple record key elements.
In one embodiment, when detecting that user opens log recording function, list generation unit 310 will generate daily record List.Certainly, in other embodiments, other modes trigger list generation unit 310 can also be used to generate log list.Example Such as, when having detected client identification module (Subscriber Identification Module, abbreviation SIM card) insertion, List generation unit 310 will generate log list.
In one embodiment, log list can be the list using the time as major key including multiple record key elements.Its In, the time granularity in log list can be as accurate as hour, minute etc..
In addition, record key element can include recording corresponding to record key element and third-party application corresponding to terminal system application Key element.Wherein, record key element corresponding to terminal system application can include " place ", " taking pictures ", " record video ", " environment ginseng The record key element such as number ", " dial or receive calls ", record key element can include " wechat application ", " branch corresponding to third-party application Pay Baoying County's use ", the record such as " application of footpath between fields footpath between fields " key element.
It is understood that the species of record key element is not limited to above two, and it is interior included by every kind of record key element Hold the content for being also not limited to above-mentioned display.In addition, the naming method of record key element is also not limited to the title with application program Name.
In one embodiment, refer to shown in Fig. 5, Fig. 5 is the schematic block diagram of terminal in an embodiment.Terminal 300 is also Including first acquisition unit 350 and key element generation unit 360.
After list generation unit 310 generates log list, list generation unit 310 is sent out to first acquisition unit 350 The first signal is sent, make it that whether first acquisition unit 350 performs application program installation operation according to the first signal detection terminal. If first acquisition unit 350 detects that terminal performs application program installation operation, first acquisition unit 350 will obtain what is newly installed The identification information of application program.
Here, the identification information of application program can include pattern identification of the title of application program, application program etc., It is not particularly limited herein.
After the identification information that first acquisition unit 350 gets the application program newly installed, first acquisition unit 350 The identification information is transferred to key element generation unit 360.The life in log list according to the identification information of key element generation unit 360 Key element is recorded into corresponding with application program.
Meanwhile key element generation unit 360 will record key element and send to data acquisition list corresponding to the application program newly installed Member 320, terminal user's use is obtained in order to which data capture unit 320 records key element according to corresponding to the application program newly installed The behavioral data of the application program of the new installation.
(2) data capture unit 320；
Data capture unit 320, for obtaining the behavioral data of terminal user's using terminal according to the record key element.
For example, " place " record key element of the data capture unit 320 in log list, is determined by the whole world in terminal Position system acquisition user site position is " Shenzhen City, Guangdong Province Futian District street ", " Shenzhen City, Guangdong Province Futian District Street " is that " place " records behavioral data corresponding to key element.
Again for example, " ambient parameter " record key element of the data capture unit 320 in log list, by terminal The current temperature parameter of temperature sensor collection " Shenzhen City, Guangdong Province Futian District street " is " 25 DEG C ", and " 25 DEG C " are " environment Behavioral data corresponding to parameter " record key element.
Again for example, user applies upper chat with A good friends in wechat, then data capture unit 320 will be according to " wechat should With " behavioral data between record key element the application interface acquisition user and A good friends that applys by wechat, behavior data include The information such as good friend's title, chat content, chat duration.
Data capture unit 320 is transferred to event generation unit 330 after behavioral data is got, by behavioral data, In order to which event generation unit 330 performs corresponding operating.
(3) event generation unit 330；
Event generation unit 330, for the behavior event according to corresponding to behavioral data generation.
In the present embodiment, event generation unit 330 is analyzed the behavioral data received to generate corresponding row For event.For example, behavioral data corresponding to " place " record key element that data capture unit 320 obtains is " Shenzhen City, Guangdong Province Futian District street ", then the behavior event that event generation unit 330 generates can be " Shenzhen City, Guangdong Province Futian District street Road ", or " Shenzhen City, Guangdong Province " etc..
Again for example, the behavior that the behavioral data according to corresponding to " wechat application " records key element of event generation unit 330 generates Event can be：Contact person：A good friends, content：Xxx, duration：The information such as 11 minutes.
Again for example, the row that the behavioral data according to corresponding to " Alipay application " records key element of event generation unit 330 generates Can be for event：Pay object：Xxx, pay content：The information such as xxx.
(4) recording unit 340.
Recording unit 340, for by the event recording into the log list.
Recording unit 340 obtains the behavior event that event generation unit 330 is sent, and by behavior logout in daily record The relevant position of list.
In one embodiment, behavior event can include the identity information of contact person.The contact is artificially entered with terminal user The interactive user of row.For example, the contact person can be A good friends in wechat application, the payment object in Alipay application, incoming call use Family etc..Correspondingly, the identity information of contact person can include the title of A good friends, the title for paying object, pattern identification, electricity Talk about number etc..
The multiple behavior events checked for the ease of terminal user between a certain contact person, in one embodiment, please join Read shown in Fig. 6, Fig. 6 is the schematic block diagram of terminal in an embodiment.The recording unit 340 specifically includes：
(41) second judging units 341；
Second judging unit 341, for judging in the log list with the presence or absence of the identity information with the contact person Related historical behavior event.
In one embodiment, if the second judging unit 341 judges the history related to the identity information of contact person be present Behavior event, the second judging unit 341 sends the 3rd signal to associated record unit 342, to cause associated record unit 342 Corresponding operating is performed according to the 3rd signal.
In one embodiment, if the second judging unit 341 is judged related to the identity information of contact person go through is not present History behavior event, the second judging unit 341 can also send the 4th signal to associated record unit 342, to cause associated record Unit 342 performs corresponding operating according to the 4th signal.
(42) associated record unit 342；
Associated record unit 342, if related to the identity information of the contact person for existing in the log list Historical behavior event, the behavior event is associated with the historical behavior event, and record into the log list.
In one embodiment, when associated record unit 342 receives three signal of the second judging unit 341 transmission, Associated record unit 342 is associated with historical behavior event by current behavior event, and records into the log list, this Multiple behavior events that sample terminal user can be checked between the contact person.
In one embodiment, when associated record unit 342 receives four signal of the second judging unit 341 transmission, Associated record unit 342 is additionally operable to the current event recording by the contact person in log list.
In terminal 300 provided in an embodiment of the present invention, after list generation unit 310 generates log list, data acquisition Record key element of the unit 320 in log list obtains the behavioral data of terminal user's using terminal, by event generation unit 330 according to corresponding to generating behavioral data behavior event, then by recording unit 340 by event recording into log list, So it is easy to terminal user to check the thing that using terminal 300 done by log list.
Referring to Fig. 7, Fig. 7 is a kind of schematic block diagram of terminal provided in an embodiment of the present invention.Terminal 400 is included but not It is limited to smart mobile phone (such as Android phone, IOS mobile phones), tablet personal computer, personal digital assistant (PDA), intelligence wearing to set Standby, Multi-featured Mobile Terminal or the other equipment including computing function and data communication function.
As shown in fig. 7, terminal 400 include list generation unit 410, data capture unit 420, event generation unit 430, Recording unit 440, information acquisition unit 450, event acquiring unit 460 and display unit 470.
(1) list generation unit 410；
List generation unit 410, for generating log list, the log list includes multiple record key elements.
In one embodiment, when detecting that user opens log recording function, list generation unit 410 generates daily record row Table.Certainly, in other embodiments, other modes trigger list generation unit 410 can also be used to generate log list, example Such as, when having detected client identification module (Subscriber Identification Module, abbreviation SIM card) insertion, List generation unit 410 will generate log list.
In the present embodiment, list generation unit 410 specifically includes：
(11) second acquisition unit 411；
Second acquisition unit 411, for obtaining the identity information of the terminal user.
In daily life, household or friend understand the application of the login wechat of terminal 400, the Alipay application of using terminal user Etc. application program.That is, sometimes, the account that application program is logged in terminal 400 is not terminal user's sheet The account of people's registration, now the behavioral data of user's using terminal is not necessarily the behavioral data of terminal user.If should Event recording corresponding to behavioral data will certainly make the behavior event in log list mistake occur in log list.
In order to solve the above problems, in one embodiment, when detecting that terminal user opens log recording function or inspection When situations such as having measured client identification module insertion occurs, second acquisition unit 411 will obtain the identity information of terminal user.
Here, the identity information of terminal user includes a variety of letters such as the telephone number, name, ID card No. of terminal user One or more combinations in breath.Specifically, in one embodiment, with telephone number corresponding to client identification module in terminal, Identity information of the information such as name, ID card No. as terminal user.
The identity information of terminal user is transferred to generation unit 412 by second acquisition unit 411.
(12) generation unit 412；
Generation unit 412, for generating log list according to the identity information of the terminal user.
After generation unit 412 receives the identity information of terminal user, the identity information phase with terminal user will be generated The log list of association.
In one embodiment, log list can be the list using the time as major key including multiple record key elements.Its In, the time granularity in log list can be as accurate as hour, minute etc., be not particularly limited herein.
In addition, record key element can include recording corresponding to record key element and third-party application corresponding to terminal system application Key element.Wherein, record key element corresponding to terminal system application can include " place ", " taking pictures ", " record video ", " environment ginseng The record key element such as number ", " dial or receive calls ", record key element can include " wechat application ", " branch corresponding to third-party application Pay Baoying County's use ", the record such as " application of footpath between fields footpath between fields " key element.
It is understood that the species of record key element is not limited to above two, and it is interior included by every kind of record key element Hold the content for being also not limited to above-mentioned display.In addition, the naming method of record key element is also not limited to the title with application program The mode of name.
(2) data capture unit 420；
Data capture unit 420, for obtaining the behavioral data of terminal user's using terminal according to the record key element.
In the present embodiment, data capture unit 420 specifically includes：
(21) the 3rd acquiring units 421；
3rd acquiring unit 421, for obtaining user profile corresponding to the record key element.
After list generation unit 410 generates log list, the 3rd acquiring unit 421 is by the note in log list Record key element and obtain user profile corresponding with record key element.
When record key element, which is that terminal system application is corresponding, records key element, user profile corresponding to record key element can wrap Include telephone number, name, ID card No. etc. corresponding to client identification module in terminal.
When it is to record key element corresponding to third-party application to record key element, it can be to use to record user profile corresponding to key element Register the information such as the telephone number related to user filled in during application, name, ID card No. in family.
(22) first judging units 422；
First judging unit 422, for judge the terminal user identity information whether with the user profile phase Match somebody with somebody.
First judging unit 422 receives the user profile corresponding with record key element that the 3rd acquiring unit 421 is sent, and sentences Whether the identity information of disconnected terminal user matches with user profile.Specifically, in one embodiment, the first judging unit 422 Judge whether the identity information of terminal user with user profile has same section.
For example, when the telephone number in the identity information of terminal user is identical with the telephone number in user profile, the One judging unit 422 judges the identity information of terminal user and user profile has same section, and then judges terminal user's Identity information matches with user profile.
In the present embodiment, if the identity information of terminal user matches with the user profile, illustrate to use the 3rd Fang Yingyong or the user of terminal system application are terminal user, and the first judging unit 422 will be sent out to the 4th acquiring unit 423 The 5th signal is sent, to cause the 4th acquiring unit 423 to perform corresponding operating according to the 5th signal.
(23) the 4th acquiring units 423；
4th acquiring unit 423, if the identity information for the terminal user matches with the user profile, obtain Take the behavioral data of terminal user's using terminal.
After the 4th acquiring unit 423 receives five signals, the behavior number of terminal user's using terminal will be obtained According to.For example, " place " record key element of the 4th acquiring unit 423 in log list, passes through the global positioning system in terminal System collection user site position is " Shenzhen City, Guangdong Province Futian District street ", " Shenzhen City, Guangdong Province Futian District street " Behavioral data corresponding to key element is recorded for " place ".
Again for example, " ambient parameter " record key element of the 4th acquiring unit 423 in log list, by terminal The current temperature parameter of temperature sensor collection " Shenzhen City, Guangdong Province Futian District street " is " 25 DEG C ", and " 25 DEG C " are " environment Behavioral data corresponding to parameter " record key element.
Again for example, user applies upper chat with A good friends in wechat, then the 4th acquiring unit 423 will be answered by wechat Application interface obtains the behavioral data between user and A good friends, and behavior data include good friend's title, chat content, chatted The information such as its duration.
The behavioral data got is transferred to event generation unit 430 by the 4th acquiring unit 423, in order to which event generates Unit 430 analyzes and processes to behavioral data.
(3) event generation unit 430；
Event generation unit 430, for the behavior event according to corresponding to behavioral data generation.
In the present embodiment, after event generation unit 430 receives behavioral data, behavior data are analyzed With behavior event corresponding to generation.For example, behavioral data corresponding to " place " record key element is " Shenzhen City, Guangdong Province Futian District Street ", then it can be " Shenzhen City, Guangdong Province Futian District street " that event generation unit 430, which generates corresponding behavior event, Can also be " Shenzhen City, Guangdong Province " etc..
Again for example, the behavior that the behavioral data according to corresponding to " wechat application " records key element of event generation unit 430 generates Event can be：Contact person：A good friends, content：Xxx, duration：The information such as 11 minutes.
Again for example, the row that the behavioral data according to corresponding to " Alipay application " records key element of event generation unit 430 generates Can be for event：Pay object：Xxx, pay content：The information such as xxx.
(4) recording unit 440；
Recording unit 440, for by the event recording into the log list.
Recording unit 440 obtains the behavior event that event generation unit 430 is sent, and by behavior logout in daily record The relevant position of list.
In one embodiment, behavior event can include the identity information of contact person.The contact is artificially entered with terminal user The interactive user of row.For example, the contact person can be A good friends in wechat application, the payment object in Alipay application, incoming call use Family etc..Correspondingly, the identity information of contact person can include the title of A good friends, the title for paying object, pattern identification, electricity Talk about number etc..
In this embodiment, recording unit 440 is specifically used for：Judge to whether there is in the log list and contacted with described The related historical behavior event of the identity information of people.If exist in the log list related to the identity information of the contact person Historical behavior event, the behavior event is associated with the historical behavior event, and record into the log list； If the historical behavior event related to the identity information of the contact person is not present in the log list, by the behavior event Record into the log list, the multiple behavior events that can be so checked in order to terminal user between a certain contact person.
(5) information acquisition unit 450；
Information acquisition unit 450, for obtaining the search information of terminal user's input.
Check desired behavior event for the ease of terminal user, terminal 400 sets search condition column, and terminal user can be with The input search information in search condition column.For example, terminal user inputs " in a good humor ", " in April, 2017 in search condition column Search for information on May 5th, 1 day 1 " etc., information acquisition unit 450 will obtain the search information of terminal user's input.
(6) event acquiring unit 460；
Event acquiring unit 460, for obtaining the behavior event related to the search information by semantics recognition；
In the present embodiment, after the search information that information acquisition unit 450 gets user's input, acquisition of information list Member 450 will search for information transmission to event acquiring unit 460.Event acquiring unit 460 will by semantics recognition technical limit spacing with Search for the related behavior event of information.It is understood that in other embodiments, user can also be identified by other technologies Intention.
For example, when search information is " in a good humor ", event acquiring unit 460 can get day according to semantics recognition technology Occur the behavior event of the similar keyword such as " happy ", " happiness ", " pleasure ", or the row related to " in a good humor " in will list For event, e.g., the behavior event for the newly-increased deposit recorded under the record key element column of certain Bank application, by these behavior events successively Labeled as C1, C2... ..., Cn。
In one embodiment, event acquiring unit 460 can also be analyzed above-mentioned behavior event using clustering algorithm, To find the more and similar behavior event of above-mentioned behavior event, and then the search result set { C expanded1, C2... ..., Cn, Cn+1... ..., C2n, and obtain time set { T corresponding to the search result set of expansion1, T2... ..., Tn, Tn+1... ..., T2n}。
It should be noted that clustering algorithm can use KNN (k-NearestNeighbor) sorting algorithm, can also adopt With other algorithms such as deep learning algorithm, it is not particularly limited herein.
Want to look into by the technical limit spacings such as semantics recognition technology, clustering algorithm to terminal user in event acquiring unit 460 After the behavior event seen, the behavior event related to search information got is transferred to display by event acquiring unit 460 Unit 470.
(7) display unit 470.
Display unit 470, for the behavior event related to the search information to be shown into user by presets.
After display unit 470 receives the behavior event related to search information, by these behavior events according to default Form is shown.For example, the time corresponding to the search result set that will be enlarged by gathers { T1, T2... ..., Tn, Tn+1... ..., T2nShown in a manner of calendar form or map view etc., it is easy to terminal user to be looked into according to key elements such as time, places See.
In one embodiment, when the behavior that the search information searching that event acquiring unit 460 inputs according to terminal user arrives Event is that ambient parameter etc. can be corresponding to the data parameters that form mode is presented during behavior event, and display unit 470 is being opened up The index values such as Temperature numerical can also be counted in a manner of form by showing during the behavior event searched, and be presented to terminal user, So terminal user's can is visually known the situation of change and changing rule of the indexs such as temperature very much.
In terminal 400 provided in an embodiment of the present invention, after list generation unit 410 generates log list, data acquisition Unit 420 obtains the behavioral data of terminal user's using terminal according to record key element, and event generation unit 430 is according to behavioral data Behavior event corresponding to generation, recording unit 440 by event recording into log list, when terminal user wishes to check certain During class behavior event, information acquisition unit 450 obtains the search information of terminal user's input, and by event acquiring unit 460 The behavior event of correlation is found according to search information, the behavior event found is presented to terminal by display unit 470 with presets User, such terminal user's can check the thing that using terminal 400 done by log list.
Referring to Fig. 8, Fig. 8 is a kind of schematic block diagram of terminal provided in an embodiment of the present invention.The terminal 500 can be The equipment such as smart mobile phone (such as Android phone, IOS mobile phones), tablet personal computer or Intelligent worn device, do not do specific limit herein System.
The terminal 500 can include one or processor 510, one or more meters of more than one processing core Memory 520, communication unit 530, power supply 540, input equipment 550 and output equipment 560 of calculation machine readable storage medium storing program for executing etc. Part, wherein, processor 510, memory 520, communication unit 530, power supply 540, input equipment 550 and output equipment 560 are logical Bus 570 is crossed to be connected with each other.
Wherein, the processor 510 is used to run the program code being stored in memory 520, to implement function such as： Log list is generated, the log list includes multiple record key elements；Terminal user is obtained according to the record key element to use eventually The behavioral data at end；According to behavior event corresponding to behavioral data generation；By the event recording to the daily record In list.
In one embodiment, processor 510 also performs following program after generation log list is performed：If detect The terminal performs application program installation operation, obtains the identification information of the application program；According to the identification information, in institute State and record key element corresponding to the application program is generated in log list.
In one embodiment, processor 510 specifically performs following program when performing generation log list：Described in acquisition The identity information of terminal user；Log list is generated according to the identity information of the terminal user；Correspondingly, processor 510 exists When performing the behavioral data according to record key element acquisition terminal user's using terminal, following program is specifically performed：Obtain institute State user profile corresponding to record key element；Judge whether the identity information of the terminal user matches with the user profile； If the identity information of the terminal user matches with the user profile, the behavior of terminal user's using terminal is obtained Data.
In one embodiment, behavior event includes the identity information of contact person, and processor 510 is being performed the behavior thing When part is recorded into the log list, following program is specifically performed：Judge in the log list whether there is with it is described It is the related historical behavior event of the identity information of people；If the identity information phase with the contact person in the log list be present The historical behavior event of pass, the behavior event is associated with the historical behavior event, and record to the log list In.
In one embodiment, processor 510 perform by the event recording into the log list after, also Perform following program：Obtain the search information of terminal user's input；Obtained by semantics recognition related to the search information Behavior event；The behavior event related to the search information is shown to terminal user by presets.
It should be appreciated that in embodiments of the present invention, processor 510 can be CPU (Central ProcessingUnit, CPU), the processor 510 can also be other general processors, digital signal processor (Digital Signal Processor, DSP), application specific integrated circuit (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-Programmable GateArray, FPGA) or other programmable logic devices Part, discrete gate or transistor logic, discrete hardware components etc..Wherein, general processor can be microprocessor or The processor can also be any conventional processor etc..
Memory 520 can include read-only storage and random access memory, and provide program code to processor 510 And data.The a part of of memory 520 can also include nonvolatile RAM.For example, memory 520 can be with The information of storage device type.
Communication unit 530 can be used for during receiving and sending messages, and the reception and transmission of signal, especially, communication unit 530 connects The signal that client is sent is received, and signal is transferred to one or more than one processor 510 is handled.Meanwhile communication unit 530 The feedback signal that processor 510 is sent is sent to client.
Power supply 540 (such as battery), it is preferred that power supply 540 can pass through power-supply management system and the logic phase of processor 510 Even, the functions such as charging, electric discharge and power managed are managed so as to be realized by power-supply management system.Power supply 540 can also include One or more direct current or AC power, recharging system, power failure detection circuit, power supply changeover device or inversion The random components such as device, power supply status indicator.
Input equipment 550 can include Trackpad, fingerprint adopt sensor (finger print information that is used to gathering user and fingerprint Directional information), microphone etc..
Output equipment 560, by the information of user's input or the information and terminal 500 of user are supplied to available for display Various graphical user interface, these graphical user interface can be made up of figure, text, icon, video and its any combination. Output equipment 560 may include display panel, optionally, can use liquid crystal display (LCD, Liquid Crystal Display), the form such as Organic Light Emitting Diode (OLED, Organic Light-Emitting Diode) configures display surface Plate.
In the specific implementation, processor 510, input equipment 550, the output equipment 560 described in the embodiment of the present invention can The implementation described in above-mentioned any one embodiment for log recording method is performed, the present invention is also can perform and implements The implementation of terminal described by example, will not be repeated here.
It will be understood by those skilled in the art that the restriction of the structure of terminal 500 shown in Fig. 8 not structure paired terminal 500, It can include than illustrating more or less parts, either combine some parts or different parts arrangement.
A kind of computer-readable recording medium is provided in another embodiment of the invention, the computer-readable recording medium Computer program is stored with, wherein computer program includes programmed instruction.The programmed instruction is realized when being executed by processor：Generation Log list, the log list include multiple record key elements；Terminal user's using terminal is obtained according to the record key element Behavioral data；According to behavior event corresponding to behavioral data generation；By the event recording to the log list In.
In one embodiment, implemented when the programmed instruction is executed by processor：If detect that the terminal performs to answer With program installation operation, the identification information of the application program is obtained；It is raw in the log list according to the identification information Into recording key element corresponding to the application program.
In one embodiment, implemented when the programmed instruction is executed by processor：Obtain the identity of the terminal user Information；Log list is generated according to the identity information of the terminal user；Correspondingly, have when the programmed instruction is executed by processor Body is realized：Obtain user profile corresponding to the record key element；Judge the terminal user identity information whether with the use Family information match；If the identity information of the terminal user matches with the user profile, the terminal user is obtained The behavioral data of using terminal.
In one embodiment, behavior event includes the identity information of contact person, and the programmed instruction has when being executed by processor Body is realized：Judge to whether there is the historical behavior event related to the identity information of the contact person in the log list；If The historical behavior event related to the identity information of the contact person in the log list be present, by the behavior event and institute Stating historical behavior event is associated, and records into the log list.
In one embodiment, implemented when the programmed instruction is executed by processor：Obtain the search of terminal user's input Information；The behavior event related to the search information is obtained by semantics recognition；By the behavior related to the search information Event is shown to terminal user by presets.
The computer-readable recording medium can be the internal storage unit of the terminal in foregoing any embodiment, such as eventually The hard disk or internal memory at end.The computer-readable recording medium can also be the External memory equipment of terminal, such as be equipped with terminal Plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, Flash card (Flash Card) etc..
Further, the computer-readable recording medium can also both include the internal storage unit of terminal or including outside Storage device.The computer-readable recording medium is used to store computer program and other programs and data needed for terminal. The computer-readable recording medium can be also used for temporarily storing the data that has exported or will export.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein Member and algorithm steps, it can be realized with electronic hardware, computer software or the combination of the two, in order to clearly demonstrate hardware With the interchangeability of software, the composition and step of each example are generally described according to function in the above description.This A little functions are performed with hardware or software mode actually, application-specific and design constraint depending on technical scheme.Specially Industry technical staff can realize described function using distinct methods to each specific application, but this realization is not It is considered as beyond the scope of this invention.
It is apparent to those skilled in the art that for convenience of description and succinctly, the end of foregoing description End and the specific work process of unit, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.
In several embodiments provided herein, it should be understood that disclosed terminal and method, it can be passed through Its mode is realized.For example, terminal embodiment described above is only schematical.For example, the division of unit, only Only a kind of division of logic function, can there is other dividing mode when actually realizing.Such as multiple units or component can be tied Another system is closed or is desirably integrated into, or some features can be ignored, or do not perform.
In addition, shown or discussed mutual coupling or direct-coupling or communication connection can be connect by some Mouthful, device or the INDIRECT COUPLING of unit or communication connection or electricity, mechanical or other forms connections.
Step in present invention method can be sequentially adjusted, merged and deleted according to actual needs.This hair Unit in bright embodiment terminal can be combined, divided and deleted according to actual needs.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, can also It is that unit is individually physically present or two or more units are integrated in a unit.It is above-mentioned integrated Unit can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.
If the integrated unit realized in the form of SFU software functional unit and as independent production marketing or in use, It can be stored in a computer read/write memory medium.Based on such understanding, technical scheme substantially or Person says the part to be contributed to prior art, or the technical scheme all or part can in the form of software product body Reveal and, the computer software product is stored in a storage medium, including some instructions are causing a computer to set Standby (can be personal computer, terminal, or network equipment etc.) perform each embodiment methods described of the present invention whole or Part steps.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only Memory), Random access memory (RAM, RandomAccess Memory), magnetic disc or CD etc. are various can be with store program codes Medium.
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any Those familiar with the art the invention discloses technical scope in, various equivalent modifications can be readily occurred in or replaced Change, these modifications or substitutions should be all included within the scope of the present invention.Therefore, protection scope of the present invention should be with right It is required that protection domain be defined.

Claims (10)

  1. A kind of 1. log recording method, it is characterised in that including：
    Log list is generated, the log list includes multiple record key elements；
    The behavioral data of terminal user's using terminal is obtained according to the record key element；
    According to behavior event corresponding to behavioral data generation；
    By the event recording into the log list.
  2. 2. log recording method according to claim 1, it is characterised in that after the generation log list, also wrap Include：
    If detecting, the terminal performs application program installation operation, obtains the identification information of the application program；
    According to the identification information, generated in the log list and record key element corresponding to the application program.
  3. 3. log recording method according to claim 1, it is characterised in that the generation log list, including：
    Obtain the identity information of the terminal user；
    Log list is generated according to the identity information of the terminal user.
  4. 4. log recording method according to claim 3, it is characterised in that described that terminal is obtained according to the record key element The behavioral data of user's using terminal, including：
    Obtain user profile corresponding to the record key element；
    Judge whether the identity information of the terminal user matches with the user profile；
    If the identity information of the terminal user matches with the user profile, terminal user's using terminal is obtained Behavioral data.
  5. 5. log recording method according to claim 1, it is characterised in that the behavior event includes the identity of contact person Information.
  6. 6. log recording method according to claim 5, it is characterised in that it is described by the event recording to described In log list, including：
    Judge to whether there is the historical behavior event related to the identity information of the contact person in the log list；
    If the historical behavior event related to the identity information of the contact person in the log list be present, by the behavior thing Part is associated with the historical behavior event, and records into the log list.
  7. 7. log recording method according to claim 1, it is characterised in that described by the event recording to institute After stating in log list, in addition to：
    Obtain the search information of terminal user's input；
    The behavior event related to the search information is obtained by semantics recognition；
    The behavior event related to the search information is shown to terminal user by presets.
  8. A kind of 8. terminal, it is characterised in that including：For performing the daily record note as described in claim 1-7 any claims The unit of recording method.
  9. 9. a kind of terminal, it is characterised in that the processor, defeated including processor, input equipment, output equipment and memory Enter equipment, output equipment and memory to be connected with each other, wherein, the memory is used for store program codes, the processor quilt It is configured to call described program code, performs the log recording method as described in claim any one of 1-7.
  10. A kind of 10. computer-readable recording medium, it is characterised in that the computer-readable storage medium is stored with computer program, The computer program includes programmed instruction, and described program instruction makes the computing device such as right when being executed by a processor It is required that the log recording method described in any one of 1-7.
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CN104579789A (en) * 2015-01-23 2015-04-29 广东能龙教育股份有限公司 Massive user behavior data acquisition method and system based on message queue

Cited By (6)

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CN108038231A (en) * 2017-12-26 2018-05-15 广东欧珀移动通信有限公司 log processing method, device, terminal device and storage medium
CN110633199A (en) * 2018-06-22 2019-12-31 富士通株式会社 Testing apparatus, method, and medium for block chain supporting intelligent contract
CN110532048A (en) * 2019-07-05 2019-12-03 武楚荷 A kind of recording method of event, device and storage device
CN113010397A (en) * 2021-03-17 2021-06-22 维沃移动通信有限公司 Social contact track generation method and social contact track generation device
CN113608987A (en) * 2021-08-10 2021-11-05 瑞庭网络技术（上海）有限公司 Method, equipment and storage medium for collecting information and backtracking to construct user behavior
CN113608987B (en) * 2021-08-10 2024-07-19 瑞庭网络技术（上海）有限公司 Method, equipment and storage medium for collecting information and backtracking to construct user behavior

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Application publication date: 20171128