CN107274141A - A kind of event-handling method and the network equipment - Google Patents
A kind of event-handling method and the network equipment Download PDFInfo
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- CN107274141A CN107274141A CN201610214580.3A CN201610214580A CN107274141A CN 107274141 A CN107274141 A CN 107274141A CN 201610214580 A CN201610214580 A CN 201610214580A CN 107274141 A CN107274141 A CN 107274141A
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- object event
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- 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
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/109—Time management, e.g. calendars, reminders, meetings or time accounting
- G06Q10/1093—Calendar-based scheduling for persons or groups
Abstract
The invention discloses a kind of event-handling method and the network equipment, wherein method includes：Get terminal device and send event request information, wherein, the subject information for object event is at least included in the event request information；The event request acquisition of information is parsed to the subject information for object event, object event information is at least determined based on the subject information for object event and predeterminable event rule base；Wherein, at least include in the event rules storehouse by the event rules of the corresponding subject information of event, and the relevant information composition of at least one corresponding dimension of the subject information；Include subject information and the relevant information of at least one dimension in the object event information；The object event information is sent to the terminal device.
Description
Technical field
The present invention relates to the information management technique in the communications field, more particularly to a kind of event-handling method and net
Network equipment.
Background technology
Calendar is many indispensable everyday tools of people now, is also widely used simultaneously, from former
The electronic edition of papery till now, and it is also that people commonly use that newly-built event, which comes log and event, in calendar
A kind of method, these things were bundled on the calendar scheduled date, so having arrived specified time point will
There is prompting.Newly-built calendar event needs are manual to be configured to plurality of project, and thing
There is no relevance between part, very cumbersome, easily error.
The content of the invention
In view of this, can be at least it is an object of the invention to provide a kind of event-handling method and the network equipment
Solve the above-mentioned problems in the prior art.
To reach above-mentioned purpose, the technical proposal of the invention is realized in this way：
The embodiment of the present invention provides a kind of event-handling method, and applied to the network equipment, methods described includes：
Get terminal device and send event request information, wherein, at least wrapped in the event request information
Include the subject information for object event；
The event request acquisition of information is parsed to the subject information for object event, at least based on described
Subject information and predeterminable event rule base for object event determine object event information；Wherein, institute
State in event rules storehouse at least including corresponding by the corresponding subject information of event, and the subject information
The event rules of the relevant information composition of at least one dimension；Include theme in the object event information
The relevant information of information and at least one dimension；
The object event information is sent to the terminal device.
The embodiment of the present invention provides a kind of network equipment, and the network equipment includes：
Event rules module, event request information is sent for getting terminal device, wherein, the thing
At least include the subject information for object event in part solicited message；Send the object event information
To the terminal device；
Event estimation module, for parsing the event request acquisition of information to the theme for object event
Information, at least determines target based on the subject information for object event and predeterminable event rule base
Event information；Wherein, at least include in the event rules storehouse by the corresponding subject information of event, and
The event rules of the relevant information composition of at least one corresponding dimension of the subject information；The target thing
Include subject information and the relevant information of at least one dimension in part information.
The embodiments of the invention provide event-handling method and the network equipment, terminal device can be received and sent
Event topic when, chosen based on event topic from event rule base and obtain object event information, and sent out
Object event information is sent to terminal device.So, it becomes possible to just can be automatically for eventually based on event rules storehouse
The user of end equipment provides object event, it is to avoid because the cumbersome and mistake that user is manually entered and brings is grasped
Make.
Brief description of the drawings
Fig. 1 is event-handling method schematic flow sheet of the embodiment of the present invention；
Fig. 2 is that rule of the embodiment of the present invention sets up schematic diagram of a scenario one；
Fig. 3 is that rule of the embodiment of the present invention sets up schematic diagram of a scenario two；
Fig. 4 is that the network equipment of the embodiment of the present invention constitutes structural representation；
Fig. 5 is that the network equipment of the embodiment of the present invention constitutes logical construction schematic diagram.
Embodiment
Below in conjunction with the accompanying drawings and specific embodiment the present invention is further described in more detail.
Embodiment one,
The embodiments of the invention provide a kind of event-handling method, as shown in figure 1, including：
Step 101：Get terminal device and send event request information, wherein, the event request letter
At least include the subject information for object event in breath；
Step 102：Parse the event request acquisition of information to for object event subject information, extremely
It is few to determine that object event is believed based on the subject information for object event and predeterminable event rule base
Breath；Wherein, at least include in the event rules storehouse by the corresponding subject information of event, and the master
Inscribe the event rules of the relevant information composition of at least one corresponding dimension of information；The object event information
In include subject information and the relevant information of at least one dimension；
Step 103：The object event information is sent to the terminal device.
The processing method that the present embodiment is provided can apply to the network equipment, and the network equipment can be net
Server in network, or be management equipment in network etc..
Wherein, the subject information of the object event can for user terminal equipment side open apply when,
Corresponding subject information is inputted in the subject editing frame of the application.Wherein, the application can be for eventually
Calendar in end equipment；User such as " buys milk " in the related theme of title bar incoming event,
Now, the operating system of control terminal equipment, in real time to the network equipment, is exactly backstage initiated event request letter
Breath.
It is described at least based on the subject information for object event and default in above-mentioned steps 102
Event rules storehouse determines object event information, can include：
Based on the subject information for object event, corresponding is chosen from predeterminable event rule base
With event；
The relevant information of at least one following dimension is got based on the match event：
Based on the match event and the terminal device position, from the event rules storehouse
Choose the execution place for obtaining object event；
The execution time for obtaining object event is chosen from the event rules storehouse based on the match event；
The invitation people letter for obtaining object event is chosen from the event rules storehouse based on the match event
Breath.
Wherein, the GPS unit that the position of the terminal device can pass through itself by terminal device
Position is got, specifically, it can be to pass through thing to get the mode of terminal device position
Also include the terminal device position in part solicited message to get.Such as, when the network equipment connects
Receive after event request information, begin to be scanned for according to the content of input, system is according to current time
(not opening the door in such as evening shop), the content of subject information are calculated with backstage, match (ratio
As user goes the custom of supermarket, the arrangement of time of tomorrow (hold one day can) on every Saturdays), provide the time,
Place, the arrangement of personnel.
Specifically, on perform the time setting, can be engaged in part rule base using event topic as
Keyword is matched, and extracting has equal or dependency relation rule, when user uses in acquisition rule
Between custom, for example：Nearest user recently " buy milk " time be：At 9 points in morning Saturday.
Check next day some timeslot event arrangement of user, if it is not, needed for acquisition event when
Between, if do not arranged tomorrow afternoon, add event.
Setting on performing place, can be after match event rule, to be extracted most in event rule base
Big ground point set, and arranged again according to frequency of usage in the distance and event with current distance
Sequence, is returned.For example：" buying milk, " place rule is in event：Carrefour's (20 times), Wal
Agate (8 times)...But from the point of view of the real-time positioning result of collection, in Wal-Mart more recently, institute
So that Wal-Mart to be made number one, by that analogy.
Setting on inviting people's information, can be after match event rule, to be extracted in event rule base
People's rule is invited, and (need to periodically be uploaded from client according to user with inviting people to contact statistical result recently
Address list, backstage periodic statistical) and event in frequency of usage resequenced, return.For example：
" buying milk, " invitation people's rule is in event：" " (20 times), 2 (10 times) of colleague of colleague 1...
But the statistical result of user communication record is read, 2 (10 times) of colleague contact more recently with user, can be by
Colleague 2 makes number one.
The method in event rules storehouse is set up in the present embodiment to be included：
The corresponding user profile of the terminal device is determined, based on the user profile from user behavior feature
The historical events of user is got in storehouse；
Historical events is carried out to polymerize and obtain event topic, based on the historical events for possessing event topic, really
Determine the relevant information of at least one corresponding dimension of the historical events；
By the event topic of the historical events and its relevant information of at least one corresponding dimension
The event rules storehouse is added to as event rules.
Methods described also includes：
The operation information for the object event that the terminal device is sent is received, based on the behaviour
Make information to be recorded and counted；Wherein, the operation information at least includes for the target thing
Modification operation, deletion action, the duplication operation of part；
Such as, if at least one provided in the object event information that user sends for the network equipment
The relevant information of dimension is unsatisfied with, and can change the information such as time, place, the personnel of event；Or,
User can also delete, batch deletion event, and user can pass through the passing event of search inquiry, user
It can also copy, paste the event formed, these operations can all be recorded by system.
Accordingly, methods described also includes：
Based on the operation information for the object event, to the event in the event rules storehouse
The relevant information of at least one dimension carries out priority setting.
Methods described also includes：
The execution time based on the object event, it is determined that generation is believed for the prompting of the object event
Breath, sends the prompt message to the terminal device；
Judge whether to receive the postponement operation information that the terminal device is sent；
If receiving the postponement operation information, handled for the object event.
That is, in addition to terminal device can show the object event information, the network equipment is also
It can detect whether the object event sent has arrived the execution time therein in real time, the network equipment can be by disappearing
Breath notifies the mode of (the such as prompting of short message, APP, mail) to point out user, and user can select to complete
Or postpone execution.
It is described to be handled for the object event, including at least one of：
For at least one dimension in the corresponding event rules of object event described in the event rules storehouse
The relevant information of degree carries out priority adjustment；
Based on the event rules that the object event is directed in the event rules storehouse, generation updates the mesh having
Event information is marked, and sends the object event information after updating to the terminal device.
Specifically, if user have selected postponement and perform, then network equipment side can be used according to user
Custom and event arrangement, the suggestion of another arrangement of time is proposed to user, but be not on the same day,
It is not in that specific time.Such as user's Saturday it is interim it is busy can not remove supermarket shopping, system can root
According to the arrangement of time of user, such as Sunday does not arrange or Sunday event space, provides time suggestion.
In addition, the operation that the network equipment can note down user carries out statistical analysis, can from the receiving of user,
Rule Summary in the operations such as deletion, modification, duplication or postponement, over time, can be directed to
Event rules in event rules storehouse carry out priority adjustment, such as, at least one in event rules
The relevant information of individual dimension, carries out the priority adjustment of relevant information, can provide more preferable event estimation
Scheme.
Preferably, the scheme that the present embodiment is provided, can also include：At least based on the event rules storehouse,
Scene information residing for the terminal device, for user's generation preset time period correspondence of the terminal device
Predicted events information, send the predicted events information to the terminal device.When user uses one section
Between after, system can be that user actively plans some events, to user according to the arrangement of time of second day
Carry out event push.Such as：Body-building will be gone 5 points of user every afternoon, system added up after a period of time,
Can an actively newly-built body-building event, and reminding.
The embodiment of the present invention additionally provides the method for setting up event rules storehouse, can include：
The corresponding user profile of the terminal device is determined, based on the user profile, user is acquired
Historical information, wherein, at least one historical event information is included in the user history information；
At least one characteristic vector of historical events is directed to based on the user, historical events is polymerize
Obtain event topic；
For the corresponding historical events of similar events theme and its at least one described characteristic vector, institute is determined
State the relevant information of at least one corresponding dimension of event；
The relevant information of the event topic and its at least one corresponding dimension is added as event rules
Add to the event rules storehouse.
By setting up event rules storehouse, the user's custom feature that can be obtained according to user behavior character engine
To extract the feature to certain class calendar use time of user, using the method for data mining from different dimensions
Degree analyze user live in the recent period, the change of work habit so that it is special for a certain class to obtain a certain user
Determine the specific time use habit of event, the rational arrangement of time of the recommendation for user shot the arrow at the target.
First, to data stock user to the operating characteristics value of a certain event, the theme of event, thing
Time, the description of event, place of event that part is persistently used etc. are clustered as characteristic vector,
And calculate the similarity of all events, similar event is classified as a class, constantly repeat this process until
The condition of convergence is reached, all events are so divided into work event, meeting event, training by clustering
The similar event group such as instruction event, exploitation event, study event, tourism event, souvenir event.
User's daily life event be it is diversified, for example:Meeting, body-building, training, exploitation etc., together
When it is again not necessarily identical to the statement of same event, such as：" buying milk " can be expressed as " going to supermarket
Buy milk ", " buying XXX milk ", " buying 1L milk " etc., these statements are different, but in fact
All it is " buying milk " event, it is therefore necessary to these similar events are classified as into one using the method for cluster
Class, so could be concluded and be summarized to the event of a type, be formed " user's custom ".
The initial time of event, average time, repetition rate etc. are fitted using least square method,
Obtain the initial time of this class event, average time, the Trend value of repetition rate.
For example：, may be comprising tens or individual and " buying milk " up to a hundred for " buying milk " event group
Similar event, each event comprising the attribute such as initial time, average time, repetition rate, it is necessary to
Each attribute is fitted using least square method, the time for obtaining user " buying milk " event uses
Trend.
The place of event is merged, the place maximum set of the generation related to certain class event is obtained,
And the frequency of usage in each place, and sort.For example：For " buying milk " event group, many things
Part may all include site attribute, try to achieve the intersection in these places, and count the number of times in each place, and
Sequence.
It can also include also merging the invitation people of event, obtain the generation related to certain class event
People's maximum set is invited, and each invites the frequency of usage of people, and sort.For example：For " buying ox
Milk " event group, many events are all humanized comprising inviting, and try to achieve these and invite the intersection of people, and count
It is each to invite the access times of people, and sort.
In addition, according to number of the user to the delay operation of event, the priority of all event groups is counted,
In order to the sequencing of push.After so if client uploaded sequence of operations set, system meeting
Calculate user's operation and the feature of event, and with the similarity that has clustered, some event is classified as automatically,
Each key element of certain class event is recalculated, it is reciprocal with this.
Rule generation engine produce result be event rules storehouse, that is, contain user in the recent period using rule
Or be accustomed to, these rules are contained：Temporal regularity, place rule, invite people rule, priority, make
With information such as the frequencys, so that event evaluation is used, for example：
For " buying milk " event, the nearest laws of use of user of formation is：
Initial time：At 9 points in morning Saturday
Average time：Two hours
Repetition rate：Weekly
Place：Carrefour's (20 times), Wal-Mart's (8 times)...
Invite people：1 (20 times) of colleague, 2 (10 times) of colleague...
Priority：1.
Further, the present embodiment can also provide predicted events information, and methods described also includes：
At least based in the event rules storehouse for residing for the scoring of each event, the terminal device
Scene information, the corresponding predicted events information of preset time period is generated for the user of the terminal device,
The predicted events information is sent to the terminal device.System can note down the operation of user, collect user
To the feedback of time Estimate, and it is sent to service end and carries out statistical analysis, system can be from the receiving of user
With Rule Summary in refusal, over time, more preferable event estimation scheme is provided.
User was used after a period of time, and system can be user's actively rule according to the arrangement of time of second day
Some events is drawn, event push is carried out to user.Such as：5 points of user every afternoon will go body-building,
System added up after a period of time, can an actively newly-built body-building event, and reminding.
It can be seen that, by using such scheme, when can receive the event topic that terminal device is sent, base
Chosen in event topic from event rule base and obtain object event information, and send object event information extremely
Terminal device.So, it becomes possible to can just be provided automatically for the user of terminal device based on event rules storehouse
Object event, it is to avoid due to the cumbersome operation that user is manually entered and brings.
Embodiment two,
On the basis of the scheme that above-described embodiment is provided, the present embodiment is further described safeguarding user characteristics
The method in storehouse, i.e., the operation such as modify, delete, replicate or postpone in user for object event
When, the network equipment can the operation information based on user carry out the processing of further user characteristics, can be with
Including：
The operation information for the object event that the terminal device is sent is received, based on the behaviour
Make information to be recorded and counted；
Wherein, the operation information at least include for the object event modification operation, delete behaviour
Make, replicate operation；
Accordingly, methods described also includes：
Based on the operation information for the object event, to the thing in the user behavior feature database
Part is handled.
Methods described also includes：The execution time based on the object event, it is determined that generation is directed to the mesh
The prompt message of mark event, sends the prompt message to the terminal device；Judge whether to receive institute
State the postponement operation information that terminal device is sent；If the postponement operation information is received, for described
Object event is handled.
Wherein, it is described to be handled for the object event, including at least one of：
Enter at least one corresponding characteristic information of object event described in the user behavior feature database
Row adjustment；
Based on the event rules that the object event is directed in the event rules storehouse, the target updated is generated
Event information, and the object event information after updating is sent to the terminal device.
When setting up user behavior feature database, user behavior can be got first, that is, the network equipment receives
From operating habit of the client user that periodically (such as one day) is sent to event, such as increase, delete,
Modification, inquiry, copy, paste event, postponement event, completion event etc., and store into database.
Peration data of the user to a certain event is extracted from lane database, the operation of event is used according to user
Interpretational criteria is set up in behavior, than just being had pair as shown in Fig. 2 being specifically as follows edit operation of execution
The score value answered, operates and completes several major classes of operation for edit operation, postponement respectively and divide, wherein,
There can be addition to buy milk event, deletion, delete in batches, inquire about and buy milk and modification in edit operation
Buy the operation such as milk corresponding score value respectively；Milk is bought in postponement also corresponding score value etc., no longer one by one
Enumerate.
According to evaluation rule, the operation flowing water and event flowing water using user is foundations, and we can be by user
The behavior such as recent newly-built event, editor's event calculated, obtain each user related to the user
One scoring of each event, as shown in figure 3, being directed to user 1, user 2 and user 3 in figure respectively
The time such as buy milk, body-building, have a meeting, make a phone call and learn carry out comprehensive grading.
In addition, the result of user behavior analysis is stored as user behavior feature database, including：User and event
The frequency, event frequency of use that matrix, event are each operated etc..Basic data is stored and Distributed Calculation
Framework：The most basic customer incident that the two modules assume responsibility for event estimating system is assessed, event is related
The calculating task of the basic datas such as property.Wherein basic data is stored, and is counted one by one the basic day for storing user
According to, event data, the operation behavior of user, and can be each user by distributed computing framework
Event calculated, the unique use of each user can be accumulated out according to the long term events behavior of user
Custom, reliable data source and foundation are provided for the recommendation on upper strata.
It can be seen that, by using such scheme, when can receive the event topic that terminal device is sent, base
Chosen in event topic from event rule base and obtain object event information, and send object event information extremely
Terminal device.So, it becomes possible to can just be provided automatically for the user of terminal device based on event rules storehouse
Object event, it is to avoid due to the cumbersome operation that user is manually entered and brings.
Embodiment three,
The embodiments of the invention provide a kind of network equipment, as shown in figure 4, including：
Event rules module 41, event request information is sent for getting terminal device, wherein, institute
State the subject information at least included in event request information for object event；Send the object event
Information is to the terminal device；
Event estimation module 42, for parsing the event request acquisition of information to for object event
Subject information, is at least determined based on the subject information for object event and predeterminable event rule base
Object event information；Wherein, at least include in the event rules storehouse by the corresponding subject information of event,
And the event rules of the relevant information composition of at least one corresponding dimension of the subject information；The mesh
Include subject information and the relevant information of at least one dimension in mark event information.
The processing method that the present embodiment is provided can apply to the network equipment, and the network equipment can be net
Server in network, or be management equipment in network etc..
Wherein, the subject information of the object event can for user terminal equipment side open apply when,
Corresponding subject information is inputted in the subject editing frame of the application.Wherein, the application can be for eventually
Calendar in end equipment；User such as " buys milk " in the related theme of title bar incoming event,
Now, the operating system of control terminal equipment, in real time to the network equipment, is exactly backstage initiated event request letter
Breath.
The event estimation module, for based on the subject information for object event, from default thing
Corresponding match event is chosen in part rule base；At least one following dimension is got based on the match event
The relevant information of degree：
Based on the match event and the terminal device position, from the event rules storehouse
Choose the execution place for obtaining object event；
The execution time for obtaining object event is chosen from the event rules storehouse based on the match event；
The invitation people letter for obtaining object event is chosen from the event rules storehouse based on the match event
Breath.
Wherein, the GPS unit that the position of the terminal device can pass through itself by terminal device
Position is got, specifically, it can be to pass through thing to get the mode of terminal device position
Also include the terminal device position in part solicited message to get.Such as, when the network equipment connects
Receive after event request information, begin to be scanned for according to the content of input, system is according to current time
(not opening the door in such as evening shop), the content of subject information are calculated with backstage, match (ratio
As user goes the custom of supermarket, the arrangement of time of tomorrow (hold one day can) on every Saturdays), provide the time,
Place, the arrangement of personnel.
Specifically, on perform the time setting, can be engaged in part rule base using event topic as
Keyword is matched, and extracting has equal or dependency relation rule, when user uses in acquisition rule
Between custom, for example：Nearest user recently " buy milk " time be：At 9 points in morning Saturday.
Check next day some timeslot event arrangement of user, if it is not, needed for acquisition event when
Between, if do not arranged tomorrow afternoon, add event.
Setting on performing place, can be after match event rule, to be extracted most in event rule base
Big ground point set, and arranged again according to frequency of usage in the distance and event with current distance
Sequence, is returned.For example：" buying milk, " place rule is in event：Carrefour's (20 times), Wal
Agate (8 times)...But from the point of view of the real-time positioning result of collection, in Wal-Mart more recently, institute
So that Wal-Mart to be made number one, by that analogy.
Setting on inviting people's information, can be after match event rule, to be extracted in event rule base
People's rule is invited, and (need to periodically be uploaded from client according to user with inviting people to contact statistical result recently
Address list, backstage periodic statistical) and event in frequency of usage resequenced, return.For example：
" buying milk, " invitation people's rule is in event：" " (20 times), 2 (10 times) of colleague of colleague 1...
But the statistical result of user communication record is read, 2 (10 times) of colleague contact more recently with user, can be by
Colleague 2 makes number one.
The network equipment also includes described in the present embodiment：
Rule generation module 43, for determining the corresponding user profile of the terminal device, based on described
User profile gets the historical events of user from user behavior feature database；Historical events is polymerize
Event topic is obtained, based on the historical events for possessing event topic, determines that the historical events is corresponding extremely
The relevant information of a few dimension；By the event topic of the historical events and its corresponding at least one
The relevant information of individual dimension is added to the event rules storehouse as event rules.
The network equipment also includes：
User behavior characteristics analysis module 44, for being believed based on the operation for the object event
Breath, is handled the event in the user behavior feature database；
Accordingly, the event rules module 43, for being directed to of receiving that the terminal device sends
The operation information of the object event, is recorded and is counted based on the operation information；Wherein, institute
Operation information is stated at least to include the modification operation for the object event, deletion action, replicate operation.
Such as, if at least one provided in the object event information that user sends for the network equipment
The relevant information of dimension is unsatisfied with, and can change the information such as time, place, the personnel of event；Or,
User can also delete, batch deletion event, and user can pass through the passing event of search inquiry, user
It can also copy, paste the event formed, these operations can all be recorded by system.
The event rules module, for the execution time based on the object event, it is determined that generation is directed to
The prompt message of the object event, sends the prompt message to the terminal device；Judge whether to connect
Receive the postponement operation information that the terminal device is sent；If receiving the postponement operation information, pin
The object event is handled.
That is, in addition to terminal device can show the object event information, the network equipment is also
It can detect whether the object event sent has arrived the execution time therein in real time, the network equipment can be by disappearing
Breath notifies the mode of (the such as prompting of short message, APP, mail) to point out user, and user can select to complete
Or postpone execution.
It is described to be handled for the object event, including at least one of：
For at least one dimension in the corresponding event rules of object event described in the event rules storehouse
The relevant information of degree carries out priority adjustment；
Based on the event rules that the object event is directed in the event rules storehouse, generation updates the mesh having
Event information is marked, and sends the object event information after updating to the terminal device.
Specifically, if user have selected postponement and perform, then network equipment side can be used according to user
Custom and event arrangement, the suggestion of another arrangement of time is proposed to user, but be not on the same day,
It is not in that specific time.Such as user's Saturday it is interim it is busy can not remove supermarket shopping, system can root
According to the arrangement of time of user, such as Sunday does not arrange or Sunday event space, provides time suggestion.
In addition, the operation that the network equipment can note down user carries out statistical analysis, can from the receiving of user,
Rule Summary in the operations such as deletion, modification, duplication or postponement, over time, can be directed to
Event rules in event rules storehouse carry out priority adjustment, such as, at least one in event rules
The relevant information of individual dimension, carries out the priority adjustment of relevant information, can provide more preferable event estimation
Scheme.
Preferably, the scheme that the present embodiment is provided, can also include：Institute's event estimation module, is used
For field residing for the scoring of each event, the terminal device at least based on the event rules storehouse
Scape information, the corresponding predicted events information of preset time period, hair are generated for the user of the terminal device
The predicted events information is sent to the terminal device.User was used after a period of time, and system being capable of basis
The arrangement of time of second day, is that user actively plans some events, and event push is carried out to user.Such as：
Body-building will be gone 5 points of user every afternoon, system added up after a period of time, can an actively newly-built body-building
Event, and remind.
By setting up event rules storehouse, the user's custom feature that can be obtained according to user behavior character engine
To extract the feature to certain class calendar use time of user, using the method for data mining from different dimensions
Degree analyze user live in the recent period, the change of work habit so that it is special for a certain class to obtain a certain user
Determine the specific time use habit of event, the rational arrangement of time of the recommendation for user shot the arrow at the target.
First, to data stock user to the operating characteristics value of a certain event, the theme of event, thing
Time, the description of event, place of event that part is persistently used etc. are clustered as characteristic vector,
And calculate the similarity of all events, similar event is classified as a class, constantly repeat this process until
The condition of convergence is reached, all events are so divided into work event, meeting event, training by clustering
The similar event group such as instruction event, exploitation event, study event, tourism event, souvenir event.
User's daily life event be it is diversified, for example:Meeting, body-building, training, exploitation etc., together
When it is again not necessarily identical to the statement of same event, such as：" buying milk " can be expressed as " going to supermarket
Buy milk ", " buying XXX milk ", " buying 1L milk " etc., these statements are different, but in fact
All it is " buying milk " event, it is therefore necessary to these similar events are classified as into one using the method for cluster
Class, so could be concluded and be summarized to the event of a type, be formed " user's custom ".
The initial time of event, average time, repetition rate etc. are fitted using least square method,
Obtain the initial time of this class event, average time, the Trend value of repetition rate.
For example：, may be comprising tens or individual and " buying milk " up to a hundred for " buying milk " event group
Similar event, each event comprising the attribute such as initial time, average time, repetition rate, it is necessary to
Each attribute is fitted using least square method, the time for obtaining user " buying milk " event uses
Trend.
The place of event is merged, the place maximum set of the generation related to certain class event is obtained,
And the frequency of usage in each place, and sort.For example：For " buying milk " event group, many things
Part may all include site attribute, try to achieve the intersection in these places, and count the number of times in each place, and
Sequence.
It can also include also merging the invitation people of event, obtain the generation related to certain class event
People's maximum set is invited, and each invites the frequency of usage of people, and sort.For example：For " buying ox
Milk " event group, many events are all humanized comprising inviting, and try to achieve these and invite the intersection of people, and count
It is each to invite the access times of people, and sort.
In addition, according to number of the user to the delay operation of event, the priority of all event groups is counted,
In order to the sequencing of push.After so if client uploaded sequence of operations set, system meeting
Calculate user's operation and the feature of event, and with the similarity that has clustered, some event is classified as automatically,
Each key element of certain class event is recalculated, it is reciprocal with this.
Rule generation engine produce result be event rules storehouse, that is, contain user in the recent period using rule
Or be accustomed to, these rules are contained：Temporal regularity, place rule, invite people rule, priority, make
With information such as the frequencys, so that event evaluation is used, for example：
For " buying milk " event, the nearest laws of use of user of formation is：
Initial time：At 9 points in morning Saturday
Average time：Two hours
Repetition rate：Weekly
Place：Carrefour's (20 times), Wal-Mart's (8 times)...
Invite people：1 (20 times) of colleague, 2 (10 times) of colleague...
Priority：1.
Further, the present embodiment can also provide predicted events information, and methods described also includes：
At least based in the event rules storehouse for residing for the scoring of each event, the terminal device
Scene information, the corresponding predicted events information of preset time period is generated for the user of the terminal device,
The predicted events information is sent to the terminal device.System can note down the operation of user, collect user
To the feedback of time Estimate, and it is sent to service end and carries out statistical analysis, system can be from the receiving of user
With Rule Summary in refusal, over time, more preferable event estimation scheme is provided.
User was used after a period of time, and system can be user's actively rule according to the arrangement of time of second day
Some events is drawn, event push is carried out to user.Such as：5 points of user every afternoon will go body-building,
System added up after a period of time, can an actively newly-built body-building event, and reminding.
On the basis of the scheme that above-described embodiment is provided, the present embodiment is further described safeguarding user characteristics
The method in storehouse, i.e., the operation such as modify, delete, replicate or postpone in user for object event
When, the processing for the further user characteristics of operation information progress that the network equipment can be based on user is described
The network equipment also includes：
User behavior characteristics analysis module, for based on the operation information for the object event,
Event in the user behavior feature database is handled；
Accordingly, the event rules module, for receiving that the terminal device sends for described
The operation information of object event, is recorded and is counted based on the operation information；Wherein, the behaviour
Make information at least to include the modification operation for the object event, deletion action, replicate operation.
The event rules module, for the execution time based on the object event, it is determined that generation is directed to
The prompt message of the object event, sends the prompt message to the terminal device；Judge whether to connect
Receive the postponement operation information that the terminal device is sent；If receiving the postponement operation information, pin
The object event is handled.
Wherein, it is described to be handled for the object event, including at least one of：
Enter at least one corresponding characteristic information of object event described in the user behavior feature database
Row adjustment；
Based on the event rules that the object event is directed in the event rules storehouse, the target updated is generated
Event information, and the object event information after updating is sent to the terminal device.
When setting up user behavior feature database, user behavior can be got first, that is, the network equipment receives
From operating habit of the client user that periodically (such as one day) is sent to event, such as increase, delete,
Modification, inquiry, copy, paste event, postponement event, completion event etc., and store into database.
Peration data of the user to a certain event is extracted from lane database, the operation of event is used according to user
Interpretational criteria is set up in behavior, than as shown in Figure 2；According to evaluation rule, with the operation flowing water and thing of user
Part flowing water is foundation, and we can be calculated the behaviors such as recent newly-built event, the editor's event of user,
A scoring of each user each event related to the user is obtained, as shown in Figure 3.
In addition, the result of user behavior analysis is stored as user behavior feature database, including：User and event
The frequency, event frequency of use that matrix, event are each operated etc..Basic data is stored and Distributed Calculation
Framework：The most basic customer incident that the two modules assume responsibility for event estimating system is assessed, event is related
The calculating task of the basic datas such as property.Wherein basic data is stored, and is counted one by one the basic day for storing user
According to, event data, the operation behavior of user, and can be each user by distributed computing framework
Event calculated, the unique use of each user can be accumulated out according to the long term events behavior of user
Custom, reliable data source and foundation are provided for the recommendation on upper strata.
With reference to Fig. 5, structure description, wherein client are carried out with reference to the concrete function of each module
For referring to Android client, IOS clients, Web client etc., client can be with service
End is interacted, and provides the routine use module of calendar, including day of calendar, week, moon browse mode,
Newly-built, management calendar.It can increase in a certain calendar, delete, change, inquiring about, copying, pasting
Event etc.；The time that agreement can be reached in event carries out event notification functions, and guides user to event
It is managed, in progress, postpones or complete；Service end event can be completed and push prompt facility, and
Newly-built Event Function.In addition, client is also responsible for gathering, noting down the whole process of user operation case,
And timing is sent to background system.
Newly-built Event Function in event planning module, the event topic that can be inputted according to user, client hair
Play request, the request for the newly-built event that system customer in response end is initiated, the topic keyword in request
The time in newly-built event, place are obtained by event estimation module, the relevant informations such as people are invited, returned
To client.Extension Event Function in event planning module, is asked if user initiates to postpone to event
Ask, system can note down the postponement action of the event, and the priority of such event is reduced, while basis
Event estimation module reacquires new event waiting, and place, invitation people are constant.In event planning module
Push Event Function, using the arrangement of time module of event estimation module, regular (such as daily morning)
Check that each user's event of second day arranges situation, had nothing to do if detected, service end can root
Pushed according to event group's priority in recent customer incident rule base.
Event estimation module, time waiting：The progress by keyword of event topic in event rule base
Match somebody with somebody, extracting has equal or dependency relation rule, obtain the custom of user's use time in rule, example
Such as：Nearest user recently " buy milk " time be：At 9 points in morning Saturday.Check next day of user's
Some timeslot event is arranged, if it is not, the time needed for acquisition event, if do not had tomorrow afternoon
Arrange, then add event.Ground point estimation：After match event rule, extracted most in event rule base
Big ground point set, and arranged again according to frequency of usage in the distance and event with current distance
Sequence, is returned.Invite people's estimation:After match event rule, extracted in event rule base and invite people's rule,
And (need to be recorded according to user with inviting people to contact statistical result recently from the regular upload communication of client, backstage
Periodic statistical) and event in frequency of usage resequenced, return.
In rule generation module, the main user obtained according to user behavior character engine of rule generation engine
Custom feature extracts the feature to certain class calendar use time of user, using data mining method from
Different dimensional analysis go out user live in the recent period, the change of work habit so that obtain a certain user for
The specific time use habit of a certain class particular event, shoot the arrow at the target it is rational for the recommendation of user when
Between arrange.The initial time of event, average time, repetition rate etc. are intended using least square method
Close, obtain the initial time of this class event, average time, the Trend value of repetition rate.To event
Place is merged, and obtains the place maximum set of the generation related to certain class event, and each place
Frequency of usage, and sort.The invitation people of event is also merged, obtained related to certain class event
Invitation people's maximum set of generation, and each invites the frequency of usage of people, and sorts；For example：For
" buying milk " event group, many events are all humanized comprising inviting, and try to achieve these intersections for inviting people,
And the access times of each invitation people are counted, and sort；In addition, being operated according to user to the delay of event
Number, the priority of all events group is counted, in order to the sequencing of push.
If after so client uploads sequence of operations set, system accounting calculates user's operation and event
Feature, and with the similarity that has clustered, some event is classified as automatically, certain class event is recalculated
Each key element, it is reciprocal with this.
In event rules storehouse, that is, the use rule or custom of user in the recent period are contained, these rules are contained：
The information such as temporal regularity, place rule, invitation people rule, priority, frequency of usage, so that event is commented
Estimate and use.
User behavior character engine, user behavior is collected for receiving from client periodically (such as one day)
The user sent such as increases, deletes, changes, inquires about, copies, pasted to the operating habit of event
Event, postponement event, completion event etc., and store into database.
User behavior analysis, for extracting peration data of the user to a certain event from lane database, according to
User sets up interpretational criteria using the operation behavior of event.According to evaluation rule, with the operation flowing water of user
It is foundation with event flowing water, we can be carried out the behaviors such as recent newly-built event, the editor's event of user
Calculate, obtain a score of each user each event related to the user.
In addition, wherein, user behavior feature database can specifically include：User and occurrence matrix, event
The frequency, event frequency of use for each operating etc..
Basic data is stored and distributed computing framework, and the two modules assume responsibility for event estimating system most
The calculating task of the basic datas such as customer incident assessment, the event correlation on basis.Wherein basic data is deposited
Storage, stores the basic calendar data of user, event data, the operation behavior of user, and by point
Cloth Computational frame can be calculated for the event of each user, can be according to the long term events of user
Behavior accumulates out the unique use habit of each user, for upper strata recommendation provide reliable data source and according to
According to.
It can be seen that, by using such scheme, when can receive the event topic that terminal device is sent, base
Chosen in event topic from event rule base and obtain object event information, and send object event information extremely
Terminal device.So, it becomes possible to can just be provided automatically for the user of terminal device based on event rules storehouse
Object event, it is to avoid due to the cumbersome operation that user is manually entered and brings.
If integrated module described in the embodiment of the present invention realized using in the form of software function module and as
Independent production marketing in use, can also be stored in a computer read/write memory medium.Base
Understand in such, the technical scheme of the embodiment of the present invention substantially contributes to prior art in other words
Part can be embodied in the form of software product, the computer software product is stored in a storage
In medium, including some instructions are to cause a computer equipment (can be personal computer, network
Equipment or the network equipment etc.) perform all or part of each of the invention embodiment methods described.And
Foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic disc or
CD etc. is various can be with the medium of store program codes.So, the embodiment of the present invention is not restricted to any spy
Fixed hardware and software is combined.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the protection model of the present invention
Enclose.
Claims (14)
1. a kind of event-handling method, applied to the network equipment, it is characterised in that methods described includes：
Get terminal device and send event request information, wherein, at least wrapped in the event request information
Include the subject information for object event；
The event request acquisition of information is parsed to the subject information for object event, at least based on described
Subject information and predeterminable event rule base for object event determine object event information；Wherein, institute
State in event rules storehouse at least including corresponding by the corresponding subject information of event, and the subject information
The event rules of the relevant information composition of at least one dimension；Include theme in the object event information
The relevant information of information and at least one dimension；
The object event information is sent to the terminal device.
2. according to the method described in claim 1, it is characterised in that described to be at least directed to based on described
The subject information and predeterminable event rule base of object event determine object event information, including：
Based on the subject information for object event, corresponding is chosen from predeterminable event rule base
With event；
The relevant information of at least one following dimension is got based on the match event：
Based on the match event and the terminal device position, from the event rules storehouse
Choose the execution place for obtaining object event；
The execution time for obtaining object event is chosen from the event rules storehouse based on the match event；
The invitation people letter for obtaining object event is chosen from the event rules storehouse based on the match event
Breath.
3. according to the method described in claim 1, it is characterised in that methods described also includes：
The corresponding user profile of the terminal device is determined, based on the user profile from user behavior feature
The historical events of user is got in storehouse；
Historical events is carried out to polymerize and obtain event topic, based on the historical events for possessing event topic, really
Determine the relevant information of at least one corresponding dimension of the historical events；
By the event topic of the historical events and its relevant information of at least one corresponding dimension
The event rules storehouse is added to as event rules.
4. method according to claim 3, it is characterised in that methods described also includes：
The operation information for the object event that the terminal device is sent is received, based on the behaviour
Make information to be recorded and counted；
Wherein, the operation information at least include for the object event modification operation, delete behaviour
Make, replicate operation；
Accordingly, methods described also includes：
Based on the operation information for the object event, to the thing in the user behavior feature database
Part is handled.
5. method according to claim 4, it is characterised in that methods described also includes：
The execution time based on the object event, it is determined that generation is believed for the prompting of the object event
Breath, sends the prompt message to the terminal device；
Judge whether to receive the postponement operation information that the terminal device is sent；
If receiving the postponement operation information, handled for the object event.
6. method according to claim 5, it is characterised in that described to be directed to the object event
Handled, including at least one of：
Enter at least one corresponding characteristic information of object event described in the user behavior feature database
Row adjustment；
Based on the event rules that the object event is directed in the event rules storehouse, the target updated is generated
Event information, and the object event information after updating is sent to the terminal device.
7. according to the method described in claim 1, it is characterised in that methods described also includes：
At least based in the event rules storehouse for residing for the scoring of each event, the terminal device
Scene information, the corresponding predicted events information of preset time period is generated for the user of the terminal device,
The predicted events information is sent to the terminal device.
8. a kind of network equipment, it is characterised in that the network equipment includes：
Event rules module, event request information is sent for getting terminal device, wherein, the thing
At least include the subject information for object event in part solicited message；Send the object event information
To the terminal device；
Event estimation module, for parsing the event request acquisition of information to the theme for object event
Information, at least determines target based on the subject information for object event and predeterminable event rule base
Event information；Wherein, at least include in the event rules storehouse by the corresponding subject information of event, and
The event rules of the relevant information composition of at least one corresponding dimension of the subject information；The target thing
Include subject information and the relevant information of at least one dimension in part information.
9. the network equipment according to claim 8, it is characterised in that
The event estimation module, for based on the subject information for object event, from default thing
Corresponding match event is chosen in part rule base；At least one following dimension is got based on the match event
The relevant information of degree：
Based on the match event and the terminal device position, from the event rules storehouse
Choose the execution place for obtaining object event；
The execution time for obtaining object event is chosen from the event rules storehouse based on the match event；
The invitation people letter for obtaining object event is chosen from the event rules storehouse based on the match event
Breath.
10. the network equipment according to claim 8, it is characterised in that the network equipment is also wrapped
Include：
Rule generation module, for determining the corresponding user profile of the terminal device, based on the user
Information gets the historical events of user from user behavior feature database；Historical events is polymerize
Event topic, based on the historical events for possessing event topic, determines the historical events corresponding at least one
The relevant information of individual dimension；By the event topic of the historical events and its at least one corresponding dimension
The relevant information of degree is added to the event rules storehouse as event rules.
11. the network equipment according to claim 10, it is characterised in that the network equipment is also
Including：
User behavior characteristics analysis module, for based on the operation information for the object event,
Event in the user behavior feature database is handled；
Accordingly, the event rules module, for receiving that the terminal device sends for described
The operation information of object event, is recorded and is counted based on the operation information；Wherein, the behaviour
Make information at least to include the modification operation for the object event, deletion action, replicate operation.
12. the network equipment according to claim 11, it is characterised in that the event rules mould
Block, for the execution time based on the object event, it is determined that prompting of the generation for the object event
Information, sends the prompt message to the terminal device；Judge whether to receive the terminal device hair
The postponement operation information come；If receiving the postponement operation information, carried out for the object event
Processing.
13. the network equipment according to claim 12, it is characterised in that
The user behavior characteristics analysis module, for for target described in the user behavior feature database
At least one corresponding characteristic information of event is adjusted；
The event estimation module, for based on the thing that the object event is directed in the event rules storehouse
Part rule, generates the object event information updated, and send the object event information after updating to the end
End equipment.
14. the network equipment according to claim 8, it is characterised in that institute's event estimation mould
Block, at least based in the event rules storehouse for the scoring of each event, the terminal device
Residing scene information, the corresponding predicted events letter of preset time period is generated for the user of the terminal device
Breath, sends the predicted events information to the terminal device.
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108446143A (en) * | 2018-02-28 | 2018-08-24 | 万惠投资管理有限公司 | Event-handling method and device |
| CN109146139A (en) * | 2018-07-25 | 2019-01-04 | 北京炎黄盈动科技发展有限责任公司 | A kind of event time prediction technique and device |
| CN110083583A (en) * | 2019-03-29 | 2019-08-02 | 北京奇安信科技有限公司 | Streaming events processing method and processing device |
| CN110162712A (en) * | 2019-05-28 | 2019-08-23 | 武汉轻工大学 | Event acquisition methods, device, equipment and storage medium |
| CN110263070A (en) * | 2019-05-30 | 2019-09-20 | 北京创鑫旅程网络技术有限公司 | Event report method and device |
| CN111967601A (en) * | 2020-06-30 | 2020-11-20 | 北京百度网讯科技有限公司 | Event relation generation method, event relation rule generation method and device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103582896A (en) * | 2011-06-03 | 2014-02-12 | 苹果公司 | Generating and processing task items that represent tasks to perform |
| CN104348855A (en) * | 2013-07-29 | 2015-02-11 | 华为技术有限公司 | User information processing method, mobile terminal and server |
| WO2015023151A1 (en) * | 2013-08-14 | 2015-02-19 | Konolabs Inc | Method and system for managing schedule, and nontemporary computer-readable recording medium |
| WO2015108688A1 (en) * | 2014-01-14 | 2015-07-23 | Microsoft Technology Licensing, Llc | Complementary and shadow calendars |
-
2016
- 2016-04-07 CN CN201610214580.3A patent/CN107274141A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103582896A (en) * | 2011-06-03 | 2014-02-12 | 苹果公司 | Generating and processing task items that represent tasks to perform |
| CN104348855A (en) * | 2013-07-29 | 2015-02-11 | 华为技术有限公司 | User information processing method, mobile terminal and server |
| WO2015023151A1 (en) * | 2013-08-14 | 2015-02-19 | Konolabs Inc | Method and system for managing schedule, and nontemporary computer-readable recording medium |
| WO2015108688A1 (en) * | 2014-01-14 | 2015-07-23 | Microsoft Technology Licensing, Llc | Complementary and shadow calendars |
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108446143A (en) * | 2018-02-28 | 2018-08-24 | 万惠投资管理有限公司 | Event-handling method and device |
| CN109146139A (en) * | 2018-07-25 | 2019-01-04 | 北京炎黄盈动科技发展有限责任公司 | A kind of event time prediction technique and device |
| CN109146139B (en) * | 2018-07-25 | 2021-06-04 | 北京炎黄盈动科技发展有限责任公司 | Event time prediction method and device |
| CN110083583A (en) * | 2019-03-29 | 2019-08-02 | 北京奇安信科技有限公司 | Streaming events processing method and processing device |
| CN110162712A (en) * | 2019-05-28 | 2019-08-23 | 武汉轻工大学 | Event acquisition methods, device, equipment and storage medium |
| CN110162712B (en) * | 2019-05-28 | 2022-06-07 | 武汉轻工大学 | Event acquisition method, device, equipment and storage medium |
| CN110263070A (en) * | 2019-05-30 | 2019-09-20 | 北京创鑫旅程网络技术有限公司 | Event report method and device |
| CN110263070B (en) * | 2019-05-30 | 2021-10-08 | 北京创鑫旅程网络技术有限公司 | Event reporting method and device |
| CN111967601A (en) * | 2020-06-30 | 2020-11-20 | 北京百度网讯科技有限公司 | Event relation generation method, event relation rule generation method and device |
| CN111967601B (en) * | 2020-06-30 | 2024-02-20 | 北京百度网讯科技有限公司 | Event relation generation method, event relation rule generation method and device |
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