CN104363569B - A kind of method for recommending optimal contact method to mobile subscriber based on context aware - Google Patents
A kind of method for recommending optimal contact method to mobile subscriber based on context aware Download PDFInfo
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- CN104363569B CN104363569B CN201410709710.1A CN201410709710A CN104363569B CN 104363569 B CN104363569 B CN 104363569B CN 201410709710 A CN201410709710 A CN 201410709710A CN 104363569 B CN104363569 B CN 104363569B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/16—Communication-related supplementary services, e.g. call-transfer or call-hold
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Abstract
The invention discloses a kind of method for recommending optimal contact method to mobile subscriber based on context aware.By the present invention in that sensing data and calendar data with smart mobile phone, the scene that the side of answering is presently in can be identified, and then accurately recommend suitable contact method under specific scene for MPTY, and the contact method of recommendation can be ranked up, so as to facilitate the use of MPTY.The present invention had both considered the sensing data of the smart mobile phone for the side of answering, and in combination with calendar data, data more will be specific and comprehensive, and the result of context aware is more accurate；The rule in user's use habit can both be considered or can consider that the content in calendar information is excavated, so as to recommend contact method, improve the accuracy of recommendation；More user social contact data can be bound to be extended, improve the accuracy of recommendation.
Description
Technical field
The present invention relates to smart mobile phone contact method, more particularly to a kind of recommended most to mobile subscriber based on context aware
The method of excellent contact method.
Background technology
Smart mobile phone refers to as PC, has independent operating system, independent running space, can by with
The program of the third party service providers such as software, game, navigation offer is voluntarily installed at family, and can be realized by mobile communication network
The general name of so a kind of mobile phone of wireless network access.Due to there is more powerful computing capability and net than traditional functional mobile phone
Network connectivity, smart mobile phone have become more popular.Such as the intelligence such as iPhone, Android and Windows Phone
Mobile phone, become more powerful in terms of calculating and storage, therefore more work(in addition to phone and short message can be provided
Energy.End on June 18th, 2013, smart mobile phone sales volume accounts for the 90% of global mobile phone sales volume.People's energy on smart mobile phone
It is enough to be contacted by more modes.
Meanwhile wechat, the social networks such as QQ, Facebook and microblogging have attracted billions of users.Social network
Network provides a good intercommunion platform, and provides conveniently instant messaging service.On smart mobile phone, not only
The MSNs such as the only contact method such as phone and short message, wechat, QQ are also conventional contact method.With cellphone subscriber
Contact method variation, how avoiding bothering the side of answering and obtaining the side of answering and replys as soon as possible turns into MPTY pass
The problem of heart.It is selected when MPTY wishes to relate to the side of answering because MPTY does not know the scene residing for the side of answering
Contact method is possible to bother the side of answering, even if or can not obtain the side of answering reply, so as to can not obtain it is effective
It is effect.In the presence of a large amount of contact methods, how for the situation of presence of specific user to recommend most suitable contact
Mode becomes a research puzzle.
Current existing application is can be according to the recommendation that contact person is carried out using data of smart mobile phone.In this recommendation
In, it is main to carry out suitable contact person in recommending mobile phone address list using being stored in the historical record that user in smart mobile phone uses.
Such as Min et al realize the recommendation of contact person on smart mobile phone, the commending system can utilize smart phone user to use
Historical record recommend suitable contact person, some sensing datas of the application also in relation with smart mobile phone in addition.Pass through
The method that the historical record used using smart mobile phone carries out the side of answering contact person recommendation, although can carry out appropriate contacts'
Recommend, but it is primarily directed to recommend suitable people to be contacted rather than pushed away to MPTY when needing to contact particular person
Recommend suitable contact method.Therefore can not solve the problems, such as to recommend optimal contact method for the situation of presence of user.
Another use of the sensing data of smart phone user is the identification for movable scene.By using intelligence
The sensing data of mobile phone carries out the excavation of increment type to identify scene that user is presently in.Such as it can be passed by speed etc.
Sensor data identify the translational speed of user, and then infer user currently in the possibility of running.Such as MARS is a makes
The system classified with the sensing data of smart mobile phone to the movable scene of user.It can utilize smart mobile phone constantly to strengthen
Sensor senses ability obtain the situation of presence information and can be according to user in equipment the historical record used enter
The personalized context aware of row.Know method for distinguishing by the sensing data carry out activity scene of smart mobile phone to lack in the presence of some
Point.The sensing data (including GPS and software operation state) of mobile phone itself can only be identified, as a result not accurate enough, accuracy is not
It is high.First, MARS does not account for the calendar information of user, and calendar information can help to judge whether user in session or does
Other are not suitable for the thing being disturbed.In addition, the data in mobile phone that MARS considers is also not comprehensive enough, making for related application is not accounted for
With data such as customs.
The content of the invention
For in the prior art, smart mobile phone does not account for the calendar information of user, and hand when recommending contact method
Machine data also not comprehensive enough situation, the present invention provides a kind of recommends optimal contact method based on context aware to mobile subscriber
Method, by obtain the side of answering calendar data and smart mobile phone sensing data, use rule-based mode pair
The side's of answering current state carries out context aware analysis, so as to recommend most suitable contact method under the situation of presence to MPTY, together
When can combine the historical record that uses of the various contact methods in the side of answering, the connection according to the specific sort algorithm of design to recommendation
It is that mode is ranked up；The more side's of answering social data can be very easily bound, further improves the accuracy rate recommended.
It is an object of the invention to provide a kind of side for recommending optimal contact method to mobile subscriber based on context aware
Method.
The method for recommending optimal contact method to mobile subscriber based on context aware of the present invention, comprises the following steps：
1) suitable contact method under certain scenarios is established；
2) cellphone subscriber installs application software APP, the side's of answering binding calendar account, and MPTY is added into good friend；
3) sensing data and calendar data of the smart mobile phone of server taken at regular intervals associated buddy, and preserve into
Row processing, scene that the side of answering is presently in is identified using semantic analysis and correlation rule；
4) server is judged to obtain the suitable contact method in the side of answering after the scene residing for the side of answering is identified,
And during if there is a variety of suitable contact methods, a variety of suitable contact methods are ranked up；
5) call direction server sends request, and the suitable contact method in the side of answering is recommended MPTY by server, such as
When fruit has a variety of suitable contact methods, a variety of contact methods after sequence are recommended MPTY by server.
Wherein, in step 1), contact method is divided into two kinds, and a kind of is the contact method of call voice, and another kind is text
The contact method of this message.Call voice is divided into again makes a phone call and two kinds of contact methods of wechat voice；Text message is divided into short again
The contact method of letter and MSN, MSN include wechat, QQ, everybody and microblogging etc..With text message
Contact method is compared, and the tinkle of bells and vibration of the call voice generally with the long period, this will be bothered on other occasions
Other people, but the mode of call voice is more quick direct mode.If it is possible to perceive what the side of answering was presently in
Scene, it is whether suitable according to the contact method of related scene condition adjudgement call voice, electricity can be reduced under nonemergency
The contact method of language sound is bothered the side of answering.There is short message and various instant messagings in the contact method of text message
The contact method of software, by perceiving the use habit for the side of answering, recommend to be adapted to simultaneously to MPTY according to the side's of answering current state
And the contact method of the text message of reply can be obtained as early as possible, so as to substantially reduce the communication cost of user and improve user's contact
Efficiency.
(1) analysis of scene is applicable under the contact method of call voice
Call voice is most direct contact method, but is also the correspondent party for most bothering the side of answering under specific circumstances simultaneously
Formula.Bothering for call voice is mainly reflected in two aspects：On the one hand, phone invariably accompany it is prolonged remind and jingle bell,
On the other hand, phone is a kind of synchronous exchange way, it is necessary to the side of answering is responded and replied at once, therefore the side's of answering needs
Stop ongoing activity.
The inappropriate scene of contact method of call voice is included in the case of following three kinds：The first situation is that the side of answering does not have
There is carrier signal, phone will have no idea to put through；Second of situation is to answer when Founder is in specific environment to be inconvenient to answer electricity
Words, such as drive, have a meeting or sleep；The third situation is that the side of answering is noisy at some it cannot be guaranteed that the environment of speech quality
Under.Above-mentioned three kinds of scenes, the contact method of call voice will not be recommended.
When being made whether to be adapted to recommend the contact method of call voice, it is necessary to which the scene of identification includes following seven kinds:
A) meeting/cyclic activity：It is upright in session or when carrying out the cyclic activity set by calendar when answering,
Tool by phone there is a high likelihood that bothered, and therefore, when contact person is in session or when carrying out cyclic activity, will not recommend electricity
The contact method of language sound, cyclic activity refer to：Periodicity as attended class or regularly being set on regular meeting calendar is carried out
Activity；
B) drive：When answering upright driving, in order to meet the legal requirements and the consideration of the factor such as safety, will not push away
Recommend the contact method of call voice；
C) sleep：If answering Founder in sleep or lunch break, will be bothered by the contact method of call voice
The side of answering, therefore in this case, the contact method of call voice will not recommended；
D) carrier signal：If do not have carrier signal, phone is unable to normal use, will not recommend the connection of call voice
It is mode；
E) temporal locality：Temporal locality refers to the side's of answering situation that phone uses within nearest a period of time, if
One phone of the side's of answering just rejection recently, then the possibility very little that can receive calls, therefore call voice will not be recommended
Contact method；Similarly, if just having answered a phone, the possibility that can be received calls is very big, therefore recommends electricity
The contact method of language sound；
F) microphone service condition：If microphone is normal use under present case, illustrate that contact person is currently able to
Receive voice signal, in this case, will directly recommend the contact method of call voice；
G) sound：If mobile phone sensor finds currently to be under very noisy environment, the quality of call will be by
Influence, it is intended to do not recommend the contact method of call voice.
When server perceives the side of answering while meets multiple different scenes, condition setting of the server to every kind of scene
Corresponding priority.In general rule, temporal locality and microphone service condition have highest priority.It is if full
The one of condition of foot, then phone will be directly recommended, without considering other factors；Meet multiple scenes when simultaneously
When, its priority orders is carrier signal, temporal locality, microphone service condition and sound successively, is finally meeting, opens
Car or sleep.For example, although current environmental sound is noisy, but if contact person has answered phone before 1 minute, by
It is higher than sound in the priority of temporal locality, server will recommend the contact method of call voice.At the scene perceived
In specific environment, such as have a meeting, drive or sleep that there is relatively low priority, because can all cause under all these situations
The result that phone is not recommended.If being both unsatisfactory for general rule or without perceiving under the situation of correlation, default recommendation is electric
The contact method of language sound.
(2) analysis of scene is applicable under the contact method of text message
Past short message is text message contact method the most frequently used on mobile phone.However as the development of smart mobile phone, people
Text message more is sent using MSN, because MSN is less expensive compared to short message and conveniently.Clothes
Business device selects contact method of the most popular MSN as text message, such as wechat and QQ.
Because the contact method of short message mainly uses the carrier signal of mobile phone, and the MSN such as wechat and QQ is main
Using wireless signal and GPRS data flow signal, therefore, when being made whether to be adapted to recommend the contact method of text message,
The scene for needing to identify includes following three kinds:
A) carrier signal is unimpeded, and wireless signal is unimpeded：In such a scenario, short message and MSN are all available
, but because the contact method of instant messaging is less expensive, server is by preferential recommendation MSN；
B) carrier signal is unimpeded, and wireless signal is not smooth：In such a scenario, also can using MSNs such as wechats
Rate are produced, cannot be guaranteed that text message is sent in time using MSN under GPRS signal conditionings, therefore, server
First recommend the contact method of short message；
C) carrier signal is not smooth, and wireless signal is unimpeded：In such a scenario, the textual contact mode of short message can not be normal
Use, and MSN then can guarantee that normal use, therefore, server only recommends MSN.
More than, according to the analysis and introduction of suitable contact method under specific scene, it is determined that need to identify specific
Scene, lower mask body introduces how to pass through the analysis and digging to the sensing data on smart mobile phone and user's calendar data
Pick, identifies whether the side of answering currently is in specific scene.
In step 3), in order to accurately carry out the perception of the side's of answering scene, the present invention is in the identification side of answering scene
During perception, mainly including following five kinds of factors：
I. the side's of answering information：These information can obtain from the history log of the smart mobile phone for the side of answering；
Ii. the task arrangement for the side of answering：These information can be calculated from the calendar of the smart mobile phone for the side of answering and obtained；
Iii. geographical position：Obtained by the sensor of the smart mobile phone for the side of answering；
Iv. the running status of the MSN (wechat, QQ, everybody and microblogging) of smart mobile phone；
V. the physical state of environment where user：Substantial amounts of ring can be obtained from the sensor of the smart mobile phone for the side of answering
Border status information.
The data that server is collected include the sensing data of calendar data and smart mobile phone.Calendar data includes：User
The text message of setting, such as quasi-periodic activity of having a meeting or attend class；The duration of user-defined event；And user sets
Fixed prompting cycle etc..The sensing data of smart mobile phone is the related data on the smart mobile phone for the side of answering, including wireless communication
Number, carrier signal, the nearest usage time of mobile phone, the alarm clock information on mobile phone, microphone service condition, when receiving calls recently
Between, the nearest missed call time, MSN running status, geographical position, speed and acceleration etc..By to these
The analysis and excavation of data, can get more relevant informations.
By these data, server can be directed to two kinds of different contact methods and be applicable scene, identify that user is current
Residing scene.The processing procedure of the present invention mainly includes being applicable the perception of scene under call voice contact method and text disappears
The perception of scene is applicable under breath contact method.
The related scene of call voice contact method mainly includes meeting, drives, sleep, whether have carrier signal and sound
Sound is noisy to wait scene.
The present invention is by semantic analysis and correlation rule, so as to identify the scene residing for the side of answering.Semantic analysis is service
Device is according to the calendar data in the smart mobile phone of the side of answering, so as to identify the scene of meeting or cyclic activity.Correlation rule is
Server establishes rule according to the sensing data of the smart mobile phone for the side of answering with specific scene, so as to identify sleep or drive
Scene.Carrier signal, temporal locality, microphone service condition and sound the identification of scene can be according to smart mobile phone
Sensing data is directly inferred to.
The related scene of text message contact is mainly related to carrier signal and wireless signal, and the intelligence obtained in server
Include carrier signal and the data of wireless signal in the sensing data of mobile phone.The numerical tabular of carrier signal and wireless signal
Show the power of connection signal, in order to ensure that the connection of short message and instant messaging (wechat, QQ, everybody and microblogging) is unimpeded, work as load
The numerical value of ripple signal just thinks that signal is unimpeded when being more than certain threshold value, and wireless signal also has the corresponding threshold for ensureing that signal is unimpeded
Value.
Above handling process primarily illustrates how the sensing data on the smart mobile phone by analyzing the side of answering is carried out
The analysis of context aware, the certain scenarios residing for user are identified, so as to the rule according to suitable contact method under certain scenarios
Then recommend suitable contact method to user.But the contact method of a variety of suitable recommendations is there may be under certain scenarios.Cause
This sets a set of contact method to recommendation and arranged, it is necessary to according to user to the historical record used of different contact methods
The algorithm of sequence.
In step 4), because the contact method of call voice is often adapted to more urgent situation, so if answering
It is adapted to the contact method of call voice under the scene being just presently in, then the contact method of call voice is compared to other correspondent parties
Formula has highest priority.When the contact method for being both adapted to call voice under the scene residing for the side of answering, it is adapted to text short again
The contact method of letter, the then order recommended are the contact method that call voice is higher than text SMS.
In the contact method of the text message of recommendation, in the case where short message and MSN are all recommended, by
Certain rate can be produced in the contact method of short message, therefore the contact method of short message has most compared to other contact methods
Low priority.When under the scene residing for the side of answering, short message in the contact method of text message and even if bitcom is all suitable
Close, then the order of recommendation is that MSN is higher than short message.
In the contact method of the text message of recommendation, different user has different make to different MSNs
With custom.So if when recommending the mode of a variety of suitable instant messagings simultaneously, server needs to prefer to make by user
MSN preferential recommendation is to user.Therefore, server is remembered user is collected using the history of MSN
Data are recorded, and by calculating respective frequency of use, so as to be ranked up to the different immediate communication tools of recommendation.
When designing the sort algorithm of MSN, two factors are mainly considered:First application is the last to be used
Time；Second using frequency.The present invention do not account for using whether operation factor because in smart mobile phone
On, if user does not stop application actively, using will be always in running background.
Server is ranked up according to the use habit for the side of answering to the MSN of recommendation, MSN bag
Wechat, QQ, everybody and microblogging are included, recommends the sort algorithm of the MSN in text message, comprises the following steps：
A. the smart mobile phone last time for obtaining the side of answering uses the time of MSN, if in nearest time interval
In used MSN, then before being come most according to the nearest MSN of usage time, sequence terminates, if
Without MSN is used in nearest time interval, then into step B；
B. the smart mobile phone for obtaining the side of answering uses the frequency of MSN, right according to the height of frequency of use successively
MSN is ranked up.
Advantages of the present invention：
(1) recommend contact method using the present invention, the use of MPTY can greatly be facilitated, by using smart mobile phone
Sensing data and calendar data, can identify the scene that the side of answering is presently in, and then to exhaling under specific scene
Suitable contact method is accurately recommended by the side of crying, and the contact method of recommendation can be ranked up, so as to facilitate making for MPTY
With；
(2) present invention considers smart mobile phone service condition data, has both considered the sensing data of smart mobile phone, simultaneously
The history log data that mobile phone uses is considered, in combination with the calendar data for the side of answering, therefore data have more comprehensively
Body, the result of context aware are more accurate；
(3) the recommendation method that the present invention uses combines mixing recommendation method rule-based and based on content, can
Both considered the rule in user's use habit or can consider that the content in calendar information is excavated, so as to recommend contact method,
Improve the accuracy of recommendation；
(4) present invention can bind more user social contact data and be extended, and improve the accuracy of recommendation.
Brief description of the drawings
Fig. 1 is the flow chart of the method for recommending optimal contact method to mobile subscriber based on context aware of the present invention.
Embodiment
Below in conjunction with the accompanying drawings, by embodiment, the present invention will be further described.
The method for recommending optimal contact method to mobile subscriber based on context aware of the present invention, including step once,
As shown in Figure 1：
1) suitable contact method under certain scenarios is established.
Contact method is divided into two kinds, and a kind of is the contact method of call voice, and another kind is the contact method of text message；
Call voice is divided into again makes a phone call and two kinds of contact methods of wechat voice；Text message is divided into short message and MSN two again
Kind contact method.Include if appropriate for seven kinds of scenes of the contact method for recommending call voice：Meeting/cyclic activity, driving,
Sleep, carrier signal, temporal locality, microphone service condition and sound.When the side of answering does not have carrier signal, or the side of answering
Be inconvenient to receive calls when being in specific environment, or the side of answering is in some noisy environment that cannot be guaranteed speech quality
Under, the contact method of call voice will not be recommended.When meeting multiple scenes simultaneously, its priority orders is carrier wave letter successively
Number, temporal locality, microphone service condition and sound, be finally meeting, sleep and driving.If appropriate for recommendation text message
Three kinds of scenes of contact method include:Carrier signal is unimpeded and wireless signal is unimpeded, carrier signal is unimpeded and wireless signal not
Unimpeded and carrier signal is not smooth and wireless signal is unimpeded.
2) cellphone subscriber installs application software APP, the side's of answering binding calendar account, and MPTY is added into good friend.
3) server is directed to associated buddy taken at regular intervals sensing data and calendar data, and preserves and handled,
So as to perceive the scene residing for the side of answering.
Server can be directed to two kinds of different contact methods and be applicable scene, identify the scene that the side of answering is presently in.
The processing procedure of the present invention mainly includes perception and the text message contact method that scene is applicable under call voice contact method
The perception of scene is applicable down.
(1) perception of scene, is applicable under the contact method of call voice
The related scene of call voice contact method mainly includes meeting, drives, sleep, whether have carrier signal and sound
Sound is noisy to wait scene.Below to have a meeting, the concrete methods of realizing of corresponding context aware is discussed in detail exemplified by driving and sleep scene.
I. have a meeting/attend class：The calendar data that server binds the acquisition side of answering, by semantic analysis, it can recognize that and work as
It is preceding whether in session, by identical processing method, also can recognize that it is current whether at school, further, since carrying out week
Tool during phase sexuality by phone there is a high likelihood that bothered, and therefore, we can identify user by the calendar data of user
Whether periodic duty is carried out.
Ii. drive：The scene of driving is relatively difficult to, since it is desired that considering many factors, by correlation rule, is perceived
Whether in the scene driven.First, speed should be relatively fast, in 40~100km/h or so；In addition, current location should
In highway rather than interior.Two above factor, which can not deduce, is driving, because sitting more than passenger onboard also meets
Condition.Therefore, it is necessary to consider the 3rd factor, if mobile phone is not used in the side of answering for a long time, then be likely to now opening
Car.When meeting three above condition, server just will be considered that the side of answering currently is driving, and therefore, be not suitable for carrying out phone language
Sound, server do not recommend the contact method of call voice.
Iii. sleep：Alarm clock on the side's of answering smart mobile phone exists with sleep potentially to be associated, and by correlation rule, is perceived
Whether in the scene slept.If the side of answering is provided with the alarm clock got up on mobile phone, then before the alarm clock of setting
In a period of time, such as at 20 minutes, the contact method of call voice should not be recommended.In addition, in the morning or in
The periodic alarm clock at noon can perceive user there is a high likelihood that be the alarm clock got up set according to conditions above
The scene of sleep.
(2) perception of scene is applicable under text message contact method
The related scene of text message contact is mainly related to carrier signal and wireless signal, and the intelligence obtained in server
Include carrier signal and the data of wireless signal in the sensing data of mobile phone.The numerical tabular of carrier signal and wireless signal
The power of connection signal is shown, in order to ensure that the connection of short message and instant messaging is unimpeded, when the numerical value of carrier signal is more than necessarily
Just think that signal is unimpeded during threshold value, wireless signal also has the corresponding threshold value for ensureing that signal is unimpeded.It is assumed that the threshold value of carrier signal
For K1, the threshold value of wireless signal is K2When carrier signal is more than K1, then it is assumed that the unimpeded scene of the side's of answering carrier signal；When wireless
Signal is more than K2When, then it is assumed that the side of answering is in the unimpeded scene of wireless signal.
4) judged to obtain the suitable contact method in the side of answering, and during if there is a variety of suitable contact methods,
A variety of contact methods are ranked up.The contact method of call voice has highest preferential than the contact method of short message text
Level.
In the contact method of the text message of recommendation, in the situation that short message and other MSNs are all recommended
Under, because the contact method of short message can produce certain rate, therefore the contact method of short message is compared to other contact methods
With minimum priority.
In the contact method of the text message of recommendation, different user has different make to different MSNs
With custom.So if when recommending the mode of a variety of suitable instant messagings simultaneously, server is practised according to the use for the side of answering
The used contact method to the text message of recommendation is ranked up.
Below by taking QQ and wechat as an example, it is assumed that TwAnd TqIt is wechat and the nearest usage times of QQ respectively, FwAnd FqIt is micro- respectively
The frequency of use of letter and QQ.A constant K is set to represent nearest interval of time, current time t.Sort algorithm is such as
Under：
A. the smart mobile phone for obtaining the side of answering uses the time of MSN, if t>Tw>Tq>T-K, or t>Tw>
t-K>Tq, then before wechat comes QQ, if t>Tq>Tw>T-K, or t>Tq>t-K>Tw, then before QQ comes wechat, if Tw<t-K
And Tq<T-K, then into step B；
B. the smart mobile phone for obtaining the side of answering uses the frequency of MSN, if Fw>Fq, then before wechat comes QQ,
Otherwise, before QQ comes wechat.
5) call direction server sends request, and the suitable contact method in the side of answering is recommended MPTY by server, such as
When fruit has a variety of suitable contact methods, a variety of contact methods after sequence are recommended MPTY by server；If both may be used
, again can be with text message with call voice, then preferential recommendation call voice, when the contact that a variety of suitable text messages be present
During mode, it is accustomed to according to when the side of answering, the contact method of the text message of recommendation is ranked up to MPTY.
It is finally noted that the purpose for publicizing and implementing mode is that help further understands the present invention, but ability
The technical staff in domain is appreciated that：Without departing from the spirit and scope of the invention and the appended claims, it is various replacement and
Modification is all possible.Therefore, the present invention should not be limited to embodiment disclosure of that, the scope of protection of present invention with
The scope that claims define is defined.
Claims (7)
- A kind of 1. method for recommending optimal contact method to mobile subscriber based on context aware, it is characterised in that methods described Comprise the following steps：1) suitable contact method under certain scenarios is established, the contact method is divided into two kinds, and a kind of is the contact of call voice Mode, another kind are the contact methods of text message；Text message is divided into the contact method of short message and MSN again；2) cellphone subscriber installs application software APP, the side's of answering binding calendar account, and MPTY is added into good friend；3) sensing data and calendar data of the smart mobile phone of server taken at regular intervals associated buddy, and preserve and located Reason, scene that the side of answering is presently in is identified using semantic analysis and correlation rule；4) server is judged to obtain the suitable contact method in the side of answering after the scene residing for the side of answering is identified, and During if there is a variety of suitable contact methods, a variety of suitable contact methods are ranked up, server is according to the side of answering Use habit is ranked up to the MSN of recommendation to be comprised the following steps：A. the smart mobile phone last time for obtaining the side of answering uses the time of MSN, if made in nearest time interval With MSN, then before being come most according to the nearest MSN of usage time, sequence terminates, if nearest Time interval in not using MSN, then into step B；B. the smart mobile phone for obtaining the side of answering uses the frequency of MSN, successively according to the height of frequency of use to instant Bitcom is ranked up；5) call direction server sends request, and the suitable contact method in the side of answering is recommended MPTY by server, if deposited In a variety of suitable contact methods, a variety of contact methods after sequence are recommended MPTY by server.
- 2. the method as described in claim 1, it is characterised in that be made whether to be adapted to the contact method for recommending call voice When, it is necessary to identification scene include following seven kinds:A) meeting/cyclic activity：It is upright in session or when carrying out the cyclic activity set by calendar when answering, will not Recommend the contact method of call voice；B) drive：When answering upright driving, the contact method of call voice will not recommended；C) sleep：If answering Founder in sleep or lunch break, the contact method of call voice will not recommended；D) carrier signal：If do not have carrier signal, the contact method of call voice will not be recommended；E) temporal locality：Temporal locality refers to the side's of answering situation that phone uses within nearest a period of time, if recently One phone of the side's of answering just rejection, then the contact method of call voice is not recommended；Similarly, if just having answered an electricity Words, then recommend the contact method of call voice；F) microphone service condition：If microphone is normal use under present case, the correspondent party of call voice will be recommended Formula；G) sound：If mobile phone sensor finds currently to be under very noisy environment, the connection of call voice is not recommended It is mode.
- 3. the method as described in claim 1, it is characterised in that be made whether to be adapted to the contact method for recommending text message When, it is necessary to identification scene include following three kinds:A) carrier signal is unimpeded, and wireless signal is unimpeded：In such a scenario, server will recommend short message and MSN, And before the order of MSN is come into short message；B) carrier signal is unimpeded, and wireless signal is not smooth：In such a scenario, server recommends short message and MSN, And before short message is come into MSN；C) carrier signal is not smooth, and wireless signal is unimpeded：In such a scenario, server only recommends wechat and QQ instant messaging Software.
- 4. the method as described in claim 1, it is characterised in that in step 3), semantic analysis is server according to the side of answering Smart mobile phone in calendar data, so as to identify meeting or cyclic activity scene；Correlation rule is server according to connecing The sensing data of the smart mobile phone for the side of listening establishes rule with specific scene, so as to the scene for identifying sleep or driving.
- 5. the method as described in claim 1, it is characterised in that in step 4), when under the scene residing for the side of answering, being both adapted to The contact method of call voice, is adapted to the contact method of text SMS again, then the order recommended is that call voice is short higher than text The contact method of letter.
- 6. the method as described in claim 1, it is characterised in that in step 4), when under the scene residing for the side of answering, text disappears Even if the short message and bitcom in the contact method of breath are suitable for, then the order of recommendation is MSN higher than short Letter.
- 7. method as claimed in claim 3, it is characterised in that the threshold value of carrier signal is K1, the threshold value of wireless signal is K2, When carrier signal is more than K1, then it is assumed that the unimpeded scene of the side's of answering carrier signal；When wireless signal is more than K2When, then it is assumed that answer Side is in the unimpeded scene of wireless signal.
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| CN106302599B (en) * | 2015-06-03 | 2020-05-05 | 腾讯科技（深圳）有限公司 | User state reminding method, device, client, server and system |
| CN104935714B (en) * | 2015-06-15 | 2018-09-07 | 北京奇虎科技有限公司 | Linkman state setting method in address list and device |
| CN105262881A (en) * | 2015-08-28 | 2016-01-20 | 北京搜狗科技发展有限公司 | Communication control method and electronic equipment |
| CN105608558A (en) * | 2015-12-22 | 2016-05-25 | 广东欧珀移动通信有限公司 | Setting method and system for reminding time of alarm clocks in intelligent terminal |
| WO2017219293A1 (en) | 2016-06-22 | 2017-12-28 | 华为技术有限公司 | Method and device for acquiring web content |
| CN106774845B (en) * | 2016-11-24 | 2020-01-31 | 北京儒博科技有限公司 | intelligent interaction method, device and terminal equipment |
| JP7073160B2 (en) | 2018-03-28 | 2022-05-23 | 京セラ株式会社 | Electronic equipment and processing systems |
| CN111614705B (en) | 2019-02-25 | 2022-01-21 | 华为技术有限公司 | Method and system for service decision distribution among multiple terminal devices |
| CN114339627A (en) * | 2021-12-07 | 2022-04-12 | 联奕科技股份有限公司 | Message centralized control forwarding method |
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