CN110445937A - Event-prompting method and Related product - Google Patents
Event-prompting method and Related product Download PDFInfo
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- CN110445937A CN110445937A CN201910872546.9A CN201910872546A CN110445937A CN 110445937 A CN110445937 A CN 110445937A CN 201910872546 A CN201910872546 A CN 201910872546A CN 110445937 A CN110445937 A CN 110445937A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72451—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to schedules, e.g. using calendar applications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
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- Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Environmental & Geological Engineering (AREA)
- Information Transfer Between Computers (AREA)
- User Interface Of Digital Computer (AREA)
Abstract
The embodiment of the present application discloses a kind of event-prompting method and Related product, it include: by obtaining context aware data, the first user portrait is constructed according to context aware data, according to the first user portrait carry out event prompting, context aware data are obtained in this way, can pass through, and it is drawn a portrait according to the first user that context aware data construct user, and then drawn a portrait according to the first user and carry out event prompting automatically, reminder events are actively set without user, the intelligence of event prompting can be improved.
Description
Technical field
This application involves electronic technology field, in particular to a kind of event-prompting method and Related product.
Background technique
With the continuous development of electronic technology, the function of electronic equipment is increasingly rich, current electronic equipment mostly be with
The mode of the dynamic setting of householder is reminded, for example, setting alarm clock, alternatively, the time is arranged to the time by calendar application, to spy
The fixed time is reminded.In daily life, when user is busier, it may forget to create reminder events, alternatively, reality is raw
It will appear many emergency events etc. in work, wrong prompting, the feelings that leakage is reminded or evening reminds occur in the reminder events that may cause setting
Condition, therefore, how more intelligently the problem of help user progress time alarm, needs to solve.
Summary of the invention
The embodiment of the present application provides a kind of event-prompting method and Related product, by obtaining context aware data, and
The first user portrait of user is constructed according to context aware data, and then is drawn a portrait according to the first user and carried out event prompting automatically,
Reminder events are actively set without user, the intelligence of event prompting can be improved.
In a first aspect, the embodiment of the present application provides a kind of event-prompting method, it is applied to electronic equipment, the method packet
It includes:
Obtain context aware data；
The first user portrait is constructed according to the context aware data；
According to first user portrait carry out event prompting.
Second aspect, the embodiment of the present application provide a kind of affair prompting device, are applied to electronic equipment, and the event is reminded
Device includes:
Acquiring unit, for obtaining context aware data；
Unit is established, for constructing the first user portrait according to the context aware data；
Processing unit, for according to first user portrait carry out event prompting.
The third aspect, the embodiment of the present application provide a kind of electronic equipment, including processor, memory, communication interface, and
One or more programs, wherein said one or multiple programs are stored in above-mentioned memory, and are configured by above-mentioned
It manages device to execute, above procedure is included the steps that for executing the instruction in the embodiment of the present application first aspect.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, wherein above-mentioned computer-readable
Storage medium storage is used for the computer program of electronic data interchange, wherein above-mentioned computer program executes computer such as
Step some or all of described in the embodiment of the present application first aspect.
5th aspect, the embodiment of the present application provide a kind of computer program product, wherein above-mentioned computer program product
Non-transient computer readable storage medium including storing computer program, above-mentioned computer program are operable to make to calculate
Machine executes the step some or all of as described in the embodiment of the present application first aspect.The computer program product can be one
A software installation packet.
As can be seen that the event-prompting method and Related product and Related product that are provided in the embodiment of the present application, by obtaining
Take context aware data, according to context aware data construct the first user portrait, according to the first user draw a portrait carry out event prompting,
In this way, can draw a portrait by obtaining context aware data, and according to the first user that context aware data construct user, and then basis
First user portrait is automatic to carry out event prompting, and reminder events are actively arranged without user, the intelligence of event prompting can be improved.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of application for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is the structural schematic diagram of a kind of electronic equipment provided by the embodiments of the present application；
Fig. 2 is a kind of flow diagram of event-prompting method provided by the embodiments of the present application；
Fig. 3 is the flow diagram of another event-prompting method provided by the embodiments of the present application；
Fig. 4 is the flow diagram of another event-prompting method provided by the embodiments of the present application；
Fig. 5 is the structural schematic diagram of another electronic equipment provided by the embodiments of the present application；
Fig. 6 A provides a kind of structural schematic diagram of affair prompting device for the embodiment of the present application；
Fig. 6 B is the modification structures of affair prompting device shown in Fig. 6 A provided by the embodiments of the present application.
Specific embodiment
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only
Some embodiments of the present application, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall in the protection scope of this application.
The description and claims of this application and term " first " in above-mentioned attached drawing, " second " etc. are for distinguishing
Different objects, are not use to describe a particular order.In addition, term " includes " and " having " and their any deformations, it is intended that
It is to cover and non-exclusive includes.Such as the process, method, system, product or equipment for containing a series of steps or units do not have
It is defined in listed step or unit, but optionally further comprising the step of not listing or unit, or optionally also wrap
Include other step or units intrinsic for these process, methods, product or equipment.
Referenced herein " embodiment " is it is meant that a particular feature, structure, or characteristic described can wrap in conjunction with the embodiments
It is contained at least one embodiment of the application.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
Electronic equipment involved by the embodiment of the present application may include the various handheld devices with wireless communication function,
Mobile unit, wireless headset calculate equipment or are connected to other processing equipments of radio modem and various forms of
User equipment (user equipment, UE), mobile station (mobile station, MS), terminal device (terminal
Device) etc., electronic equipment for example can be smart phone, tablet computer, Earphone box etc..For convenience of description, mention above
To equipment be referred to as electronic equipment.
Referring to Fig. 1, Fig. 1 is the structural schematic diagram of a kind of electronic equipment provided by the embodiments of the present application, electronic equipment packet
Control circuit and input-output circuit are included, imput output circuit connects to the control circuit.
Wherein, control circuit may include storage and processing circuit.Storage circuit in the storage and processing circuit can be with
It is memory, such as hard drive memory, nonvolatile memory (such as flash memory or it is used to form the other of solid state drive
Electrically programmable read only memory etc.), volatile memory (such as either statically or dynamically random access memory etc.) etc., the application
Embodiment is with no restriction.Processing circuit in storage and processing circuit can be used for the operating of controlling electronic devices.Processing electricity
Road can microprocessor based on one or more, microcontroller, digital signal processor, baseband processor, power management unit,
Audio codec chip, specific integrated circuit, display-driver Ics etc. are realized.
Storage and processing circuit can be used for running the software in electronic equipment, such as play incoming call prompting jingle bell application journey
Sequence, play short message prompt jingle bell application program, play alarm clock prompting jingle bell application program, play media file application program,
Voice over internet protocol (voice over internet protocol, VOIP) call application program, operating system function
Energy is equal.These softwares can be used for executing some control operations, for example, playing incoming call prompting jingle bell, playing short message prompt sound
Other functions etc. in bell, broadcasting alarm clock prompting jingle bell, broadcasting media file, progress voice telephone calls and electronic equipment,
The embodiment of the present application is with no restriction.
Wherein, input-output circuit can be used for that electronic equipment is made to realize outputting and inputting for data, i.e. permission electronic equipment
From outer equipment receiving data and electronic equipment is allowed to export data to external equipment from electronic equipment.
Input-output circuit may further include sensor.Sensor may include ambient light sensor, based on light and
The infrared proximity transducer of capacitor, ultrasonic sensor, touch sensor is (for example, be based on light touch sensor and/or condenser type
Touch sensor, wherein touch sensor can be a part of touching display screen, can also be used as a touch sensor knot
Structure independently uses), acceleration transducer, gravity sensor and other sensors etc..Input-output circuit can also be further
Including audio component, audio component can be used for providing audio input and output function for electronic equipment.Audio component can be with
Including tone generator and other components for being used to generate and detect sound.
Input-output circuit can also include one or more display screens.Display screen may include liquid crystal display, organic
Light emitting diode (LED) display screen, electric ink display screen, plasma panel, using a kind of in the display screen of other display technologies or
Several combination of person.Display screen may include touch sensor array (that is, display screen can be touching display screen).Touch sensing
Device can be the capacitance touch sensing formed by transparent touch sensor electrode (such as tin indium oxide (ITO) electrode) array
Device, or can be the touch sensor formed using other touching techniques, such as sound wave touch-control, pressure sensible touch, resistive touch,
Optical touch etc., the embodiment of the present application is with no restriction.
Input-output circuit, which can further include telecommunication circuit, can be used for providing for electronic equipment and external equipment
The ability of communication.Telecommunication circuit may include analog- and digital- input-output interface circuit, and be based on radiofrequency signal and/or light
The radio communication circuit of signal.Radio communication circuit in telecommunication circuit may include radio-frequency transceiver circuitry, power amplifier
Circuit, low-noise amplifier, switch, filter and antenna.For example, the radio communication circuit in telecommunication circuit may include
For supported by emitting and receiving near-field coupling electromagnetic signal near-field communication (near field communication,
NFC circuit).For example, telecommunication circuit may include near-field communication aerial and near-field communication transceiver.Telecommunication circuit can also wrap
Include cellular telephone transceiver and antenna, wireless lan transceiver circuit and antenna etc..
Input-output circuit can further include other input-output units.Input-output unit may include
Button, control stick, click wheel, scroll wheel, touch tablet, keypad, keyboard, camera, light emitting diode and other state instructions
Device etc..
Wherein, electronic equipment can further include battery (not shown), and battery provides electric energy for electron equipment.
Referring to Fig.2, Fig. 2 is a kind of flow diagram of event-prompting method provided by the embodiments of the present application, the event
Based reminding method is applied to electronic equipment, which comprises
201, context aware data are obtained.
In the embodiment of the present application, context aware, it will be appreciated that enable electronic equipment by sensor and its relevant technology
Enough " perception " arrives current situation.In the embodiment of the present application, context aware data are obtained, specifically, electronic equipment can pass through biography
Sensor acquires the sensing data under the situation of presence, and electronic equipment also can receive the related with the situation of presence of external equipment transmission
External data.
Wherein, above-mentioned context aware data may include that electronic equipment can be by the sensor under the sensor acquisition situation of presence
Data, sensing data may include following at least one: the position for the electronic equipment that the positioning device in electronic equipment obtains；Speed
Spend the movement speed and moving direction of the electronic equipment that sensor obtains；The environmental parameter that environmental sensor obtains, such as environment
Temperature；The user behavior that the sensor of electronic equipment detects, such as read, play game, study, office, movement, drive, sleep
The behaviors such as dormancy；Plan of user etc..
Optionally, above-mentioned context aware data may also include that in the interactive process of the electronic equipment and external equipment,
The external data that the external equipment that the electronic equipment receives is sent, wherein mountable in electronic equipment that there is different function
Multiple application programs, electronic equipment run application program it is multiple in, may external equipment corresponding with the application program
Between carry out network data exchange, external equipment can be the server of application and development side, can also be installation same application journey
Terminal device of user of sequence etc..External data may include following at least one: congestion in road situation, Weather information, great
Event may include specifically navigation application in electronic equipment, can be with navigation application when electronic equipment runs navigation application
Network data exchange is carried out between server, thus, it can receive the congestion in road situation of the server transport of navigation application.Electronics
May also include weather application in equipment can obtain the corresponding server transport of weather application when electronic equipment runs weather application
Weather information.It may also include news application in electronic equipment, such as browser etc., in general, browser will do it news
Content push, thus, when electronic equipment runs browser, the major event of the corresponding server transport of news application can be obtained.
202, the first user portrait is constructed according to the context aware data.
In the embodiment of the present application, the first user portrait can be constructed according to above-mentioned context aware data, the first user portrait can
Multiple user tags including user, wherein user tag may include following at least one: the behavioural habits label of user, emerging
Interesting label, identity label, personality label may also include real-time behavior label, scene tag or event tag etc., real-time behavior
Label can be the label for being used to describe user's current behavior generated according to above-mentioned context aware data, and scene tag can be
The scene that user is currently located, event tag can be the occurent major event generated according to above-mentioned context aware data
Time tag.
Optionally, in above-mentioned steps 202, the first user portrait is constructed according to the context aware data, it may include following
Step:
21, the context aware data are pre-processed, obtains intermediate data, the pretreatment includes following at least one
Kind: gaussian filtering, data smoothing, Missing Data Filling；
22, feature extraction is carried out to the intermediate data, obtains data characteristics collection, the data characteristics collection includes multiple numbers
According to feature；
23, multiple user tags are generated according to the multiple data characteristics；
24, first user is constructed according to the multiple user tag to draw a portrait.
Wherein, gaussian filtering is a kind of linear smoothing filtering, is suitable for eliminating Gaussian noise.It therefore, can be right in the application
Context aware data carry out gaussian filtering, may filter that the data of redundancy in context aware data, such as extraneous data, repeat number
According to.Data smoothing is that the probability for occurring more events in training sample is suitably reduced, the probability density that reduction is obtained point
The event that dispensing did not occur.In the application, by carrying out data smoothing to context aware data, the work of noise reduction can be played
With the data of redundancy in filtering context aware data.Missing values refer in asperity data as lack information and caused by data
Cluster, be grouped, delete mistake or truncation.It is incomplete that it, which refers to that available data concentrates the value of some or certain attributes,.Therefore,
Missing Data Filling can be carried out to context aware data and play the role of smooth noise so that context aware data are more complete.
Wherein, it is pre-processed to context aware data, after obtaining intermediate data, feature can be carried out to intermediate data
It extracts, obtains the data characteristics collection comprising multiple data characteristicses.
Further, multiple user tags can be generated according to multiple data characteristicses, wherein can carry out to multiple data characteristicses
Classification obtains multiple classes, includes multiple data characteristicses in every one kind, includes then, in every one kind that multiple data characteristicses can wrap
Different multinomial data characteristicses are included, each single item data characteristics in multiple data characteristicses in every one kind can be counted, be obtained more
The quantity of each single item data characteristics in item data feature can be more than subsequently the data of preset quantity according to quantity in every one kind
Feature generates corresponding user tag.Specifically, it includes M data characteristics that data characteristics, which is concentrated, and M is the integer greater than 1, and M is a
Data characteristics can be divided into following class: habit class, interest class, identity class, personality class, real-time behavior class, scene class, task
Class, event class etc., wherein in every one kind, it may include multinomial data characteristics, for example, in habit class can include: be late, stay up late, read
The multinomial data characteristics such as read, read when listening to music, in another example, in identity class can include: public platform writer, game player, milk
The multinomial data characteristics such as father, ardent youth.It is every one kind in, each single item data characteristics occur number may be it is primary, can also
It can be repeatedly that therefore, quantity statistics can be carried out for each single item data characteristics in the multinomial data characteristics in every one kind, obtained
The quantity of each single item data characteristics in multinomial data characteristics is more than that the data characteristics of preset quantity generates according to quantity in every one kind
Corresponding user tag.In this way, representative multiple user tags can be generated according to the characteristic in multiple classes.
Finally, the first user that user can be constructed according to multiple user tags draws a portrait, it specifically, can be by multiple user tags
It is associated with User Identity, obtains the first user portrait.
Optionally, it before above-mentioned steps 24, can comprise the further steps of:
Receive the second user portrait that destination server is sent, second user portrait be the destination server according to
The user's portrait for the historical interaction data building that the electronic equipment is sent, the historical interaction data is institute in preset time period
It states electronic equipment and the destination server interacts the data of generation；
In above-mentioned steps 24, first user is constructed according to the multiple user tag and is drawn a portrait, it may include following steps:
Second user portrait is updated according to the multiple user tag, obtains the first user portrait.
Wherein, destination server can be the server of the manufacturer of electronic equipment, electronic equipment and destination server it
Between can carry out network data exchange, specifically, user can generate some numbers in electronic equipment during using electronic equipment
According to for example, can generate some data when user is using the application program installed in electronic equipment in electronic equipment, make in user
During electronic equipment, electronic equipment can may also interact between destination server, during interaction, electricity
Sub- equipment can send some historical interaction datas related with user to server, wherein historical interaction data may include user
Data are used using the history of electronic equipment.Therefore, in the embodiment of the present application, the mode of building user's portrait, server can root
According to the historical interaction data received within a preset period of time, then, server can construct user according to the historical interaction data
Second user portrait in turn, can basis after generating multiple user tags according to the multiple data characteristics in step 23
Multiple user tags are updated second user portrait, obtain the first user portrait, specifically, can be by duplicate user
Label is deleted, will be same in the multiple user tags generated according to the multiple data characteristics replacement second user portrait
The user tag of class.Wherein, above-mentioned preset time period can be nearest a period of time, for example, it may be nearest three months, or
Nearest half a year.
203, according to first user portrait carry out event prompting.
Wherein, being drawn a portrait according to first user, the prompting of carry out event can there is no events to be reminded in the electronic device
In the case of, event to be reminded is automatically created according to first user portrait, in turn, which is reminded.Such as
This, can automatically create event to be reminded in the case where user forgets to create event to be reminded, and for the event to be reminded into
Row is reminded.Alternatively, in the case where also event to be reminded being had existed in the electronic device, according to first user portrait pair
Reminding triggering conditions are arranged in the event to be reminded, alternatively, setting alerting pattern.In this way, can have existed in the electronic device to
In the case where reminder events, when user forgets that reminder time or the reminding triggering conditions of user setting, alerting pattern, which is arranged, to exist
When being difficult to realize timely and effectively remind the effect of user under the situation of presence, reasonable remind, which can be arranged, in electronic equipment automatically is triggered
Condition and alerting pattern.For example, when event to be reminded set by user is to multiply high-speed rail, and user set for the first departure time,
If the first user portrait in include dispatching a car in this period in the first departure time to high-speed rail, from the residence of user to railway station it
Between road there are the user tags of congestion, then can there are the use of congestion according to the first departure time set by user and road
Family label, which is reset, to be reminded the second departure time for setting out of user, the second departure time can earlier than the first departure time, in this way,
Electronic equipment can be the more reasonable reminding triggering conditions of user setting automatically, and intelligent dynamic adjusts event to be reminded and reminds touching
Clockwork spring part.
As it can be seen that by being drawn a portrait carry out event prompting according to first user, can be achieved in electronic equipment automatic to carry out thing
Part is reminded, and can improve user and leakage prompting that reminder events are likely to occur actively is arranged, forgets to remind, forget that event to be reminded is arranged
The problems such as, improve the intelligence that event is reminded.
Optionally, in above-mentioned steps 203, according to first user portrait carry out event prompting, it may include following steps:
31, according to first user portrait the first event to be reminded of creation；
32, the status information for monitoring the electronic equipment, when the status information meets preset trigger condition, to described
Event to be reminded is reminded.
It wherein, may include the types such as habit label, interest tags, identity label, personality label in the first user portrait
User tag, thus, electronic equipment, can be according to the use of above-mentioned at least one type in the case where event to be reminded is not present
Family label creates the first event to be reminded.Specifically, when user tag include habit label, can according to habit label creation first
Event to be reminded, for example, user, which has, phones the habit of parent at each weekend, therefore, electronic equipment can create and parent
Call event, and per weekend arrive when, remind user make a phone call to parent.It, can root when user tag includes interest tags
Creating the first event to be reminded according to interest tags then can will open concert in the singer for example, user likes the music of certain singer
When, booking reminder events are created, then, user can be reminded to buy concert admission ticket, such as in the time before will starting ticketing
This, electronic equipment can automatically create booking reminder events in the case where user does not create booking reminder events.Work as user tag
Including identity label, electronic equipment can also create the first event to be reminded according to identity label, for example, working as the first user of user
It include the identity label of " game player " in portrait, can be when there is game live game coverage, time before game live game coverage,
User is reminded to watch game live game coverage.When the inclusive case marker label of user tag, electronic equipment can also be created according to personality label
First event to be reminded, for example, when the personality label in the first user portrait of user including " obsessive-compulsive disorder ", it can be in electronic equipment
In unfinished quantity of documents when being more than preset quantity, the reminder events that arrange the document of user are reminded in creation, remind user timely
Unfinished file is arranged.
As it can be seen that by according to the first user portrait the first event to be reminded of creation, and meeting the first event to be reminded
When preset trigger condition, the first event to be reminded is reminded, when event to be reminded can be not present in the electronic device, from
The first event to be reminded of dynamic creation improves the intelligence that event is reminded, prevents user from missing critical event.
It optionally, include following user tag: office, work hours, above-mentioned steps in the first user portrait
In 31, according to first user portrait the first event to be reminded of creation, it may include following steps:
Event of checking card is created according to the office and the work hours；
In above-mentioned steps 32, the status information of the monitoring electronic equipment meets default touching in the status information
When clockwork spring part, the described first event to be reminded is reminded, it may include following steps:
Position and the time for monitoring the electronic equipment are within the scope of predeterminated position in the position of the electronic equipment,
And time when being in target time section, determine that the status information meets the preset trigger condition, and to the event of checking card
It is reminded, wherein the predeterminated position range is the range that the distance between described office is less than default value, institute
State target time section and be include the work hours and be preset length period.
Wherein, when including following user tag: office, work hours in the first user portrait, in the electronic device
There is no the events that when event to be created, can be checked card according to office, work hours creation, thus, when arrival is checked card and is limited
Between before, remind user check card.
Optionally, in above-mentioned steps 203, according to first user portrait carry out event prompting, it may include following steps:
33, it is drawn a portrait according to first user true in detecting the electronic equipment there are when the second event to be reminded
Determine reminding triggering conditions；
34, the status information of the electronic equipment is monitored, it is right when the status information meets the reminding triggering conditions
Second event to be reminded is reminded.
It wherein, may include the user of the types such as real-time behavior label, scene tag or event tag in the first user portrait
Label, thus, electronic equipment, can be according to above-mentioned at least one type in the case where having existed the second event to be reminded
User tag determines reminding triggering conditions.It specifically, can be according to real-time behavior label when user tag includes real-time behavior label
It determines reminding triggering conditions, for example, user is driving vehicle, i.e., will go to the city B from the city A, it may be determined that exist and user is reminded to arrive
Up to the event to be reminded in the destination city B, thus, it may be determined that when reminding triggering conditions are that user reaches the city B, thus, electronic equipment
User is reminded to arrive destination when the position of the user arrival city B is domestic in the position that user can be obtained.When user tag includes
Scene tag can determine reminding triggering conditions according to scene tag, for example, when user plays outside, when the second event to be reminded
It include the scene tag of " recreation ground " for last bus reminder events, in the first user portrait of user, it may be determined that remind triggering item
Part is after the time reaches last bus reminder time, and user reminds user under resting state, thus, electronics is set
The standby motion state that can obtain user does not remind user when the movement velocity of user is more than predetermined movement speed, when
When the movement velocity of user is more than predetermined movement speed, user is reminded, in this way, in view of user is playing the trip such as roller-coaster
When happy facility, movement velocity may be very fast, and the triggered time reminds at this time, and user is likely difficult to receive the prompt, by user
Movement velocity be more than predetermined movement speed when, user is reminded, can more reasonably remind user's final vehicle hour i.e.
It will arrive.When user tag includes event tag, electronic equipment can also determine reminding triggering conditions according to event tag, when second
Event to be reminded is predetermined air ticket, for example, when the event tag in the first user portrait of user including " meeting ", if user is pre-
The booking time first set as the first reminder time, conflicts, it may be determined that mention if just existing at the first time with the meeting progress time
Trigger condition of waking up is the second reminder time that meeting adjourned, thus, user can be reminded to carry out air ticket pre- when meeting adjourned
It is fixed.
As it can be seen that being drawn a portrait by the case where having existed the second event to be reminded in the electronic device according to the first user
In user tag determine reminding triggering conditions, and when meeting the reminding triggering conditions, to the described second event to be reminded
It is reminded, thus, time alarm can be more reasonably carried out, keeps user timely under suitable time, position or state
It is efficiently received the prompt information of electronic equipment sending.
Optionally, include following user tag in the first user portrait: delaying, is late, second thing to be reminded
Part includes event by bus, in above-mentioned steps 33, is drawn a portrait according to first user and determines reminding triggering conditions, it may include following step
It is rapid:
It is corresponding according to the late label and the event by bus when there is event by bus in detecting electronic equipment
Riding time determines reminder time.
Wherein, when including following user tag in the first user portrait: delaying, late, have existed in the electronic device
Below when the second event to be created: event by bus can determine reminder time according to the user tag of " delaying, late ", specifically,
Electronic equipment first can reach the distance between pick-up point according to user, and the usual driving mode of arrival pick-up point determines
The reference duration that user goes to riding time to need, then according to the user tag of " delaying, late " on the basis of reference time
It is upper to add preset delay duration, then reminder time is determined according to riding time, with reference to duration and delay duration, thus, In
When the arriving reminding time, reminds user that trip is ridden, in this way, can avoid the delay because of user, late habit, lead to miss and multiply
The vehicle time.
As can be seen that by obtaining context aware data in the embodiment of the present application, according to context aware data building first
User's portrait is drawn a portrait carry out event prompting according to the first user, in this way, can be by obtaining context aware data, and according to scene
Perception data constructs the first user portrait of user, and then is drawn a portrait according to the first user and carry out event prompting automatically, is not necessarily to user
Reminder events are actively set, the intelligence of event prompting can be improved.
Referring to Fig. 3, Fig. 3 is a kind of flow diagram of event-prompting method provided by the embodiments of the present application, the thing
Part based reminding method is applied to electronic equipment, which comprises
301, context aware data are obtained.
302, the first user portrait is constructed according to the context aware data.
303, according to first user portrait the first event to be reminded of creation.
304, the status information for monitoring the electronic equipment, when the status information meets preset trigger condition, to institute
The first event to be reminded is stated to be reminded.
Wherein, the specific implementation process of above-mentioned steps 301-304 can refer to describes accordingly in step 201- step 203,
Details are not described herein.
As can be seen that by obtaining context aware data in the embodiment of the present application, according to context aware data building first
User's portrait monitors the status information of electronic equipment, in status information according to the first user portrait the first event to be reminded of creation
It when meeting preset trigger condition, treats reminder events and is reminded, in this way, can be by obtaining context aware data, and according to feelings
Scape perception data constructs the first user portrait of user, and then automatically creates the first event to be reminded according to the first user portrait,
First event to be reminded is reminded, can in the electronic device be not present event to be reminded when, automatically create first to
Reminder events prevent user from missing critical event, and reminder events are actively arranged without user, the intelligence of event prompting can be improved
Property.
Referring to Fig. 4, Fig. 4 is a kind of flow diagram of event-prompting method provided by the embodiments of the present application, the thing
Part based reminding method is applied to electronic equipment, which comprises
401, context aware data are obtained.
402, the context aware data are pre-processed, obtain intermediate data, the pretreatment include it is following at least
It is a kind of: gaussian filtering, data smoothing, Missing Data Filling.
403, feature extraction is carried out to the intermediate data, obtains data characteristics collection, the data characteristics collection includes multiple
Data characteristics.
404, multiple user tags are generated according to the multiple data characteristics.
405, the second user portrait that destination server is sent is received, the second user portrait is the destination server
According to the user's portrait for the historical interaction data building that the electronic equipment is sent, the historical interaction data is preset time period
The interior electronic equipment and the destination server interact the data of generation.
406, second user portrait is updated according to the multiple user tag, obtains first user and draws
Picture.
407, it is drawn a portrait according to first user true in detecting the electronic equipment there are when the second event to be reminded
Determine reminding triggering conditions.
408, the status information for monitoring the electronic equipment, when the status information meets the reminding triggering conditions,
Described second event to be reminded is reminded.
Wherein, the specific implementation process of above-mentioned steps 401-408 can refer to describes accordingly in step 201- step 203,
Details are not described herein.
As can be seen that by obtaining context aware data in the embodiment of the present application, according to context aware data building first
User's portrait draws a portrait according to the first user there are when the second event to be reminded in detecting electronic equipment and determines prompting triggering
Condition monitors the status information of electronic equipment, when status information meets reminding triggering conditions, carries out to the second event to be reminded
It reminds, in this way, can draw a portrait by obtaining context aware data, and according to the first user that context aware data construct user, into
And reminding triggering conditions are determined according to the user tag in the first user portrait, and when meeting the reminding triggering conditions, it is right
Second event to be reminded is reminded, thus, time alarm can be more reasonably carried out, makes user in suitable time, position
Or the prompt information of electronic equipment sending is timely and effectively received under state.
It is the device for implementing above-mentioned time reminding method below, specific as follows:
Consistent with the abovely, referring to Fig. 5, the structure that Fig. 5 is a kind of electronic equipment 500 provided by the embodiments of the present application is shown
It is intended to, which includes: processor 510, communication interface 530 and memory 520；And one or more programs
521, one or more of programs 521 are stored in the memory 520, and are configured to be held by the processor
Row, described program 521 includes the instruction for executing following steps:
Obtain context aware data；
The first user portrait is constructed according to the context aware data；
According to first user portrait carry out event prompting.
In a possible example, in terms of first user's portrait of building according to the context aware data, institute
Stating program 521 includes the instruction for executing following steps:
The context aware data are pre-processed, intermediate data is obtained, the pretreatment comprises at least one of the following:
Gaussian filtering, data smoothing, Missing Data Filling；
Feature extraction is carried out to the intermediate data, obtains data characteristics collection, the data characteristics collection includes multiple data
Feature；
Multiple user tags are generated according to the multiple data characteristics；
The first user portrait is constructed according to the multiple user tag.
In a possible example, described program 521 further includes the instruction for executing following steps:
Receive the second user portrait that destination server is sent, second user portrait be the destination server according to
The user's portrait for the historical interaction data building that the electronic equipment is sent, the historical interaction data is institute in preset time period
It states electronic equipment and the destination server interacts the data of generation；
It is described that the first user portrait is constructed according to the multiple user tag, comprising:
Second user portrait is updated according to the multiple user tag, obtains the first user portrait.
In a possible example, in terms of the portrait carry out event prompting according to first user, the journey
Sequence 521 includes the instruction for executing following steps:
According to first user portrait the first event to be reminded of creation；
The status information for monitoring the electronic equipment, when the status information meets preset trigger condition, to described
One event to be reminded is reminded.
It include following user tag in the first user portrait: when office, working in a possible example
Between, it is described according to first user draw a portrait creation the first event to be reminded in terms of, described program 521 include for execute with
The instruction of lower step:
Event of checking card is created according to the office and the work hours；
The status information of the monitoring electronic equipment, when the status information meets preset trigger condition, in institute
It states in terms of being reminded the described first event to be reminded, described program 521 includes the instruction for executing following steps:
Position and the time for monitoring the electronic equipment are within the scope of predeterminated position in the position of the electronic equipment,
And time when being in target time section, determine that the status information meets the preset trigger condition, and to the event of checking card
It is reminded, wherein the predeterminated position range is the range that the distance between described office is less than default value, institute
State target time section and be include the work hours and be preset length period.
In a possible example, in terms of the portrait carry out event prompting according to first user, the journey
Sequence 521 includes the instruction for executing following steps:
There are when the second event to be reminded in detecting the electronic equipment, mentioned according to first user portrait determination
Awake trigger condition；
The status information for monitoring the electronic equipment, when the status information meets the reminding triggering conditions, to institute
The second event to be reminded is stated to be reminded.
In a possible example, includes following user tag in the first user portrait: delaying, is late, it is described
Second event to be reminded includes event of riding, in terms of creation setting reminding triggering conditions of being drawn a portrait according to first user, institute
Stating program 521 includes the instruction for executing following steps:
It is corresponding according to the late label and the event by bus when there is event by bus in detecting electronic equipment
Riding time determines reminder time.
Fig. 6 A is please referred to, Fig. 6 A is a kind of structural schematic diagram of affair prompting device 600 provided in this embodiment, the thing
Part alarm set 600 includes acquiring unit 601, establishes unit 602 and processing unit 603, wherein
The receiving unit 601 is used for acquiring unit, for obtaining context aware data；
It is described to establish unit 602, for constructing the first user portrait according to the context aware data；
The processing unit 603, for according to first user portrait carry out event prompting.
Optionally, the unit 602 of establishing is specifically used for:
The context aware data are pre-processed, intermediate data is obtained, the pretreatment comprises at least one of the following:
Gaussian filtering, data smoothing, Missing Data Filling；
Feature extraction is carried out to the intermediate data, obtains data characteristics collection, the data characteristics collection includes multiple data
Feature；
Multiple user tags are generated according to the multiple data characteristics；
The first user portrait is constructed according to the multiple user tag.
Optionally, as shown in Figure 6B, Fig. 6 B is the modification structures of affair prompting device shown in Fig. 6 A, compared with Fig. 6 A
Compared with can also include: receiving unit 604, wherein
The receiving unit 604, for receiving the second user portrait of destination server transmission, the second user portrait
For the user's portrait for the historical interaction data building that the destination server is sent according to the electronic equipment, the history interaction
Data are the data that the electronic equipment and the destination server interact generation in preset time period；
It is described to establish the tool of unit 602 in terms of the first user portrait according to the building of the multiple user tag
Body is used for:
Second user portrait is updated according to the multiple user tag, obtains the first user portrait.
Optionally, the processing unit 603 is specifically used for:
According to first user portrait the first event to be reminded of creation；
The status information for monitoring the electronic equipment, when the status information meets preset trigger condition, to described
One event to be reminded is reminded.
It optionally, include following user tag: office, work hours in the first user portrait, at described
It is drawn a portrait in terms of creating the first event to be reminded according to first user, the processing unit 603 is specifically used for:
Event of checking card is created according to the office and the work hours；
The status information of the monitoring electronic equipment, when the status information meets preset trigger condition, in institute
It states in terms of being reminded the described first event to be reminded, the processing unit 603 is specifically used for:
Position and the time for monitoring the electronic equipment are within the scope of predeterminated position in the position of the electronic equipment,
And time when being in target time section, determine that the status information meets the preset trigger condition, and to the event of checking card
It is reminded, wherein the predeterminated position range is the range that the distance between described office is less than default value, institute
State target time section and be include the work hours and be preset length period.
Optionally, the processing unit 603 is specifically used for:
There are when the second event to be reminded in detecting the electronic equipment, mentioned according to first user portrait determination
Awake trigger condition；
The status information for monitoring the electronic equipment, when the status information meets the reminding triggering conditions, to institute
The second event to be reminded is stated to be reminded.
Optionally, include following user tag in the first user portrait: delaying, is late, second thing to be reminded
Part includes event of riding, and in terms of the portrait creation setting reminding triggering conditions according to first user, the processing is single
Member 603 is specifically used for:
It is corresponding according to the late label and the event by bus when there is event by bus in detecting electronic equipment
Riding time determines reminder time.
As can be seen that affair prompting device described in the embodiment of the present application, is applied to electronic equipment, by obtaining feelings
Scape perception data constructs the first user portrait according to context aware data, according to the first user portrait carry out event prompting, such as
This, can draw a portrait by obtaining context aware data, and according to the first user that context aware data construct user, and then according to the
One user portrait is automatic to carry out event prompting, and reminder events are actively arranged without user, the intelligence of event prompting can be improved.
It is understood that the function of each program module of the time reminding device of the present embodiment can be according to above method reality
The method specific implementation in example is applied, specific implementation process is referred to the associated description of above method embodiment, herein no longer
It repeats.
The embodiment of the present application also provides a kind of computer readable storage medium, and storage is used for the computer of electronic data interchange
Program, the computer program execute computer such as any event-prompting method recorded in above method embodiment
Part or all of step.
The embodiment of the present application also provides a kind of computer program product, and the computer program product includes storing calculating
The non-transient computer readable storage medium of machine program, the computer program make computer execute such as above method embodiment
Some or all of any event-prompting method of middle record step.
It should be noted that for the various method embodiments described above, for simple description, therefore, it is stated as a series of
Combination of actions, but those skilled in the art should understand that, the application is not limited by the described action sequence because
According to the application, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art should also know
It knows, the embodiments described in the specification are all preferred embodiments, related actions and modules not necessarily the application
It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment
Point, reference can be made to the related descriptions of other embodiments.
In several embodiments provided herein, it should be understood that disclosed device, it can be by another way
It realizes.For example, the apparatus embodiments described above are merely exemplary, such as the division of said units, it is only a kind of
Logical function partition, there may be another division manner in actual implementation, such as multiple units or components can combine or can
To be integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Coupling, direct-coupling or communication connection can be through some interfaces, the indirect coupling or communication connection of device or unit,
It can be electrical or other forms.
Above-mentioned unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If above-mentioned integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can store in a computer-readable access to memory.Based on this understanding, the technical solution of the application substantially or
Person says that all or part of the part that contributes to existing technology or the technical solution can body in the form of software products
Reveal and, which is stored in a memory, including some instructions are used so that a computer equipment
(can be personal computer, server or network equipment etc.) executes all or part of each embodiment above method of the application
Step.And memory above-mentioned includes: USB flash disk, read-only memory (ROM, Read-Only Memory), random access memory
The various media that can store program code such as (RAM, Random Access Memory), mobile hard disk, magnetic or disk.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can store in a computer-readable memory, memory
May include: flash disk, read-only memory (English: Read-Only Memory, referred to as: ROM), random access device (English:
Random Access Memory, referred to as: RAM), disk or CD etc..
The embodiment of the present application is described in detail above, specific case used herein to the principle of the application and
Embodiment is expounded, the description of the example is only used to help understand the method for the present application and its core ideas；
At the same time, for those skilled in the art can in specific embodiments and applications according to the thought of the application
There is change place, in conclusion the contents of this specification should not be construed as limiting the present application.
Claims (10)
1. a kind of event-prompting method, which is characterized in that be applied to electronic equipment, which comprises
Obtain context aware data；
The first user portrait is constructed according to the context aware data；
According to first user portrait carry out event prompting.
2. the method according to claim 1, wherein described construct the first user according to the context aware data
Portrait, comprising:
The context aware data are pre-processed, intermediate data is obtained, the pretreatment comprises at least one of the following: Gauss
Filtering, data smoothing, Missing Data Filling；
Feature extraction is carried out to the intermediate data, obtains data characteristics collection, the data characteristics collection includes multiple data characteristicses；
Multiple user tags are generated according to the multiple data characteristics；
The first user portrait is constructed according to the multiple user tag.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
The second user portrait that destination server is sent is received, the second user portrait is the destination server according to
The user's portrait for the historical interaction data building that electronic equipment is sent, the historical interaction data are the electricity in preset time period
Sub- equipment and the destination server interact the data of generation；
It is described that the first user portrait is constructed according to the multiple user tag, comprising:
Second user portrait is updated according to the multiple user tag, obtains the first user portrait.
4. method according to claim 1-3, which is characterized in that described drawn a portrait according to first user carries out
Event is reminded, comprising:
According to first user portrait the first event to be reminded of creation；
The status information for monitoring the electronic equipment, when the status information meets preset trigger condition, to described first to
Reminder events are reminded.
5. according to the method described in claim 4, it is characterized in that, including following user tag in first user portrait:
Office, work hours, it is described according to first user portrait the first event to be reminded of creation, comprising:
Event of checking card is created according to the office and the work hours；
The status information of the monitoring electronic equipment, it is described to institute when the status information meets preset trigger condition
The first event to be reminded is stated to be reminded, comprising:
Position and the time for monitoring the electronic equipment are within the scope of predeterminated position in the position of the electronic equipment, and when
Between when being in target time section, determine that the status information meets the preset trigger condition, and carry out to the event of checking card
It reminds, wherein the predeterminated position range is the range that the distance between described office is less than default value, the mesh
Mark the period be include the work hours and be preset length period.
6. method according to claim 1-3, which is characterized in that according to first user portrait carry out event
It reminds, comprising:
There are when the second event to be reminded in detecting the electronic equipment, is drawn a portrait according to first user and determine prompting touching
Clockwork spring part；
The status information for monitoring the electronic equipment, when the status information meets the reminding triggering conditions, to described
Two events to be reminded are reminded.
7. according to the method described in claim 6, it is characterized in that, including following user tag in first user portrait:
Delay, is late, second event to be reminded includes event of riding, described to be reminded according to first user portrait creation setting
Trigger condition, comprising:
It is corresponding by bus according to the late label and the event by bus when there is event by bus in detecting electronic equipment
Time determines reminder time.
8. a kind of affair prompting device, which is characterized in that be applied to electronic equipment, the affair prompting device includes:
Acquiring unit, for obtaining context aware data；
Unit is established, for constructing the first user portrait according to the context aware data；
Processing unit, for according to first user portrait carry out event prompting.
9. a kind of electronic equipment, which is characterized in that including processor, memory, communication interface, and one or more programs,
Described program is stored in the memory, and is configured to be executed by the processor, and described program includes for executing
The instruction of step in the method according to claim 1 to 7.
10. a kind of computer readable storage medium, which is characterized in that storage is used for the computer program of electronic data interchange,
In, the computer program makes computer execute the method according to claim 1 to 7.
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| CN110445937B (en) | 2021-09-21 |
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