CN104363569A - Method for recommending optimal contact ways to mobile subscriber based on context awareness - Google Patents
Method for recommending optimal contact ways to mobile subscriber based on context awareness Download PDFInfo
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- CN104363569A CN104363569A CN201410709710.1A CN201410709710A CN104363569A CN 104363569 A CN104363569 A CN 104363569A CN 201410709710 A CN201410709710 A CN 201410709710A CN 104363569 A CN104363569 A CN 104363569A
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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
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Abstract
The invention discloses a method for recommending optimal contact ways to a mobile subscriber based on context awareness. According to the method, the context where an answerer is located currently can be recognized through sensor data and calendar data of a smart phone so that proper contact ways can be recommended to a caller accurately under the specific context, and the recommended contact ways can be ranked so as to facilitate the use of the caller. According to the method, the sensor data of the smart phone of the answerer are considered, calendar data are also considered, data are more comprehensive and specific, and a context awareness result is more accurate; the usage habit of a user can be considered, the content in calendar information can also be mined, so that contact ways are recommended, and recommendation accuracy is improved; more user social data can be bound for expansion to improve recommendation accuracy.
Description
Technical field
The present invention relates to smart mobile phone contact method, particularly relate to a kind of method of recommending optimum contact method to mobile subscriber based on context aware.
Background technology
Smart mobile phone refers to as PC, there is independently operating system, independently running space, by user's program of providing of the third party service provider such as mounting software, game, navigation voluntarily, and can be realized the general name of such class mobile phone of wireless network access by mobile communication network.Owing to having more powerful computing capability and internet connectivity than traditional functional mobile phone, smart mobile phone has become more and more universal.The smart mobile phones such as such as iPhone, Android and Windows Phone, become more powerful, therefore, it is possible to provide more function except phone and note in calculating and storage.End on June 18th, 2013, smart mobile phone sales volume accounts for 90% of global mobile phone sales volume.People can be contacted by more mode on smart mobile phone.
Meanwhile, micro-letter, the social networks such as QQ, Facebook and microblogging has attracted billions of users.Social networks provides a good intercommunion platform, and provides conveniently instant messaging service.On smart mobile phone, not only have the contact method such as phone and note, micro-letter, the MSNs such as QQ are also conventional contact methods.Along with the variation of the contact method of cellphone subscriber, how can avoid bothering the side of answering and obtaining the side of answering replying the problem becoming calling party and be concerned about as soon as possible.Because calling party does not know the sight residing for the side of answering, when calling party wishes to relate to the side of answering, selected contact method likely bothers the side of answering, even if or replying of the side of answering can not be obtained, thus can not obtain and effectively contact effect.Deposit in case at a large amount of contact method, how to recommend most suitable contact method to become a research puzzle for the situation of presence of specific user.
Current existing application is the recommendation can carrying out contact person according to the usage data of smart mobile phone.In this recommendation, the main historical record being stored in user's use in smart mobile phone that uses carrys out contact person suitable in recommending mobile phone address list.Such as Min et al achieves the recommendation of contact person on smart mobile phone, and the historical record that this commending system can utilize smart phone user to use is to recommend suitable contact person, and this application also combines some sensing datas of smart mobile phone in addition.The method of the side of answering contact person recommendation is carried out by the historical record using smart mobile phone to use, although the recommendation of appropriate contacts can be carried out, it mainly for be recommend suitable people to carry out contacting instead of recommend suitable contact method when needing contact particular person to calling party.The situation of presence that therefore cannot solve for user recommends the problem of optimum contact method.
The another kind use of the sensing data of smart phone user is the identification for movable sight.The excavation of increment type is carried out to identify the current residing sight of user by using the sensing data of smart mobile phone.Such as can identify the translational speed of user by the sensing data such as Negotiation speed, and then infer the current possibility of running of user.Such as MARS is the system that the movable sight of sensing data to user of a use smart mobile phone is classified.The sensor senses ability that it can utilize smart mobile phone constantly to strengthen obtains the information of the situation of presence and can carry out personalized context aware according to the historical record of the use of user on equipment.Carry out movable sight knowledge method for distinguishing by the sensing data of smart mobile phone and there are some shortcomings.Can only identify the sensing data (comprising GPS and software operation state) of mobile phone self, result is not accurate enough, and accuracy is not high.First, MARS does not consider the calendar information of user, and whether calendar information can help to judge user in session or do other things being not suitable for being disturbed.In addition, the data in mobile phone that MARS considers is also comprehensive not, does not consider the data such as the use habit of related application.
Summary of the invention
For in prior art, smart mobile phone does not consider the calendar information of user when recommending contact method, and data in mobile phone is comprehensive not situation also, the invention provides a kind of method of recommending optimum contact method to mobile subscriber based on context aware, by obtaining the calendar data of the side of answering and the sensing data of smart mobile phone, rule-based mode is used to carry out context aware analysis to the side's of answering current state, thus most suitable contact method under recommending the situation of presence to calling party, the historical record that simultaneously can use in conjunction with the various contact method in the side of answering, specific sort algorithm according to design sorts to the contact method recommended, the more side's of answering social data can be bound very easily, improve the accuracy rate of recommending further.
The object of the present invention is to provide a kind of method of recommending optimum contact method to mobile subscriber based on context aware.
The method of recommending optimum contact method to mobile subscriber based on context aware of the present invention, comprises the following steps:
1) contact method suitable under setting up certain scenarios;
2) cellphone subscriber installs application software APP, the side's of answering binding calendar account, and calling party is added to good friend;
3) sensing data of the smart mobile phone of server taken at regular intervals associated buddy and calendar data, and preserve and process, utilize semantic analysis and correlation rule to identify the current residing sight in the side of answering;
4) server is after identifying the sight residing for the side of answering, and carries out judging to obtain the suitable contact method in the side of answering, and if when there is multiple suitable contact method, sorts to multiple suitable contact method;
5) call direction server sends request, and contact method suitable for the side of answering is recommended calling party by server, if when there is multiple suitable contact method, the multiple contact method after sequence is recommended calling party by server.
Wherein, in step 1) in, 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 micro-letter voice two kinds of contact methods; Text message is divided into again the contact method of note and MSN, and MSN comprises micro-letter, QQ, everybody and microblogging etc.Compared with the contact method of text message, call voice is usually with the tinkle of bells and the vibration of long period, and this will bother other people on other occasions, but the mode of call voice is more quick directly mode.Therefore, if can the current residing sight in the perception side of answering, whether suitable according to the contact method of relevant sight condition adjudgement call voice, contact method the bothering the side of answering of call voice can be reduced under nonemergency.The contact method of note and various MSN is there is in the contact method of text message, by the use habit of the perception side of answering, recommend to be applicable to calling party 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, thus greatly reduce the communication cost of user and improve the efficiency of user's contact.
(1) analysis of sight is suitable under the contact method of call voice
Call voice is the most direct contact method, but is also the contact method of bothering the side of answering most under specific circumstances simultaneously.Bothering of call voice is mainly reflected in two aspects: on the one hand, phone invariably accompanies and reminds for a long time and jingle bell, and on the other hand, phone is a kind of synchronous exchange way, need the side of answering to carry out at once responding and replying, therefore the side of answering needs ongoing activity of stopping.
Under the inappropriate sight of contact method of call voice comprises following three kinds of situations: the first situation is that the side of answering does not have carrier signal, and phone will have no idea to put through; The second situation answers when Founder is in specific environment to be inconvenient to receive calls, such as, drive, meeting or sleep; The third situation be the side of answering some noisy can not ensure the environment of speech quality under.Above-mentioned three kinds of sights, can not recommend the contact method of call voice.
When whether being applicable to the contact method recommending call voice, the sight identified is needed to comprise following seven kinds:
A) meeting/cyclic activity: when answer upright in session or carry out the cyclic activity arranged by calendar time, there is very large possibility bothered by phone, therefore, when contact person is in session or when carrying out cyclic activity, to not recommend the contact method of call voice, cyclic activity refers to: the activity carried out as the periodicity of attending class or the calendar such as regular regular meeting is arranged;
B) driving: upright when driving when answering, in order to the consideration of factors such as meeting the legal requirements and safe, the contact method of call voice will do not recommended;
C) sleep: if answer upright when sleep or lunch break, will the side of answering be bothered by the contact method of call voice, therefore in this case, will the contact method of call voice do not recommended;
D) carrier signal: if when not having carrier signal, phone can not normally use, and can not recommend the contact method of call voice;
E) temporal locality: temporal locality refers to the side's of answering situation that phone uses within nearest a period of time, if the phone of the side's of answering just rejection recently, the possibility that then can receive calls is very little, therefore can not recommend the contact method of call voice; In like manner, if just answered a phone, then the possibility that can receive calls is very large, therefore recommends the contact method of call voice;
F) microphone service condition: if microphone is normal use under present case, illustrates that contact person is current and can accept voice signal, in this case, will directly recommend the contact method of call voice;
G) sound: if mobile phone sensor find current be in very noisy environment under, the quality of call will be affected, and tend to the contact method not recommending call voice.
When server perceive the side of answering meet multiple different sight simultaneously time, server is corresponding priority to the condition setting of often kind of sight.In general rule, temporal locality and microphone service condition have the highest priority.If meet one of them condition, so phone will be directly recommended, and not need the factor considering other; When to meet multiple sight simultaneously, its priority orders is carrier signal, temporal locality, microphone service condition and sound successively, is finally meeting, drives or sleep.Such as, although current environmental sound is noisy, if contact person had answered phone before 1 minute, because the priority of temporal locality is higher than sound, server will recommend the contact method of call voice.The sight perceived is in specific environment, such as, have a meeting, and drives or sleep to have lower priority, because all can cause the not recommended result of phone under these all situations.If neither meet general rule also there is no perception under relevant situation, then the contact method of default recommendation call voice.
(2) analysis of sight is suitable under the contact method of text message
Past note is text message contact method the most frequently used on mobile phone.But along with the development of smart mobile phone, people more use MSN to send text message, because MSN is more cheap and convenient compared to note.Server selects most popular MSN as the contact method of text message, as micro-letter and QQ.
Contact method due to note mainly uses the carrier signal of mobile phone, and the MSN such as micro-letter and QQ mainly uses wireless signal and GPRS data flow signal, therefore, when whether being applicable to the contact method recommending text message, need the sight identified to comprise following three kinds:
A) carrier signal is unimpeded, and wireless signal is unimpeded: in such a scenario, and note and MSN are all available, but due to the contact method of instant messaging more cheap, server is by preferential recommendation MSN;
B) carrier signal is unimpeded, wireless signal is not smooth: in such a scenario, and use the MSNs such as micro-letter also can produce rate, under GPRS signal conditioning, using MSN not ensure, text message is sent in time, therefore, server first recommends the contact method of note;
C) carrier signal is not smooth, and wireless signal is unimpeded: in such a scenario, and the textual contact mode of note cannot normally use, and MSN then can ensure normal use, and therefore, server only recommends MSN.
Above, according to analysis and the introduction of contact method suitable under specific sight, determine the specific sight needing to identify, how lower mask body introduction by the analysis of the sensing data on smart mobile phone and user's calendar data and excavation, identifies whether the side of answering is current is in specific sight.
In step 3) in, in order to carry out the perception of the side's of answering sight accurately, the present invention, when the identification side of answering context aware, mainly comprises 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 of the side of answering;
Ii. the task arrangement of the side of answering: these information can calculate and obtain from the calendar of the smart mobile phone of the side of answering;
Iii. geographical position: obtained by the transducer of the smart mobile phone of the side of answering;
Iv. the running status of the MSN (micro-letter, QQ, everybody and microblogging) of smart mobile phone;
V. the physical state of user place environment: a large amount of environmental state information can be obtained from the transducer of the smart mobile phone of the side of answering.
The data of collects comprise the sensing data of calendar data and smart mobile phone.Calendar data comprises: the text message that user is arranged, the cyclic activity such as such as to have a meeting or attend class; The duration of user-defined event; And the prompting cycle etc. of user's setting.The sensing data of smart mobile phone is the related data on the smart mobile phone of the side of answering, and comprises the alarm clock information on wireless signal, carrier signal, mobile phone nearest service time, mobile phone, microphone service condition, to receive calls time, recently missed call time, MSN running status, geographical position, speed and acceleration etc. recently.By to the analysis of these data and excavation, more relevant informations can be got.
By these data, server can be suitable for sight for two kinds of different contact methods, identifies the current residing sight of user.Processing procedure of the present invention is suitable for the perception of sight under being suitable for the perception of sight and text message contact method under mainly comprising call voice contact method.
The sight that call voice contact method is relevant mainly comprises meeting, driving, sleep, whether have carrier signal and the sight such as a riot of sound.
The present invention by semantic analysis and correlation rule, thus identifies the sight residing for the side of answering.Semantic analysis be server according to the calendar data in the smart mobile phone of the side of answering, thus identify meeting or the sight of cyclic activity.Correlation rule is that server sets up rule according to the sensing data of the smart mobile phone of the side of answering and specific sight, thus the sight identifying sleep or drive.The identification of the sight of carrier signal, temporal locality, microphone service condition and sound directly can be inferred according to the sensing data of smart mobile phone.
The relevant sight of text message contact is main relevant to carrier signal and wireless signal, and in the sensing data of the smart mobile phone of server acquisition, include the data of carrier signal and wireless signal.The numeric representation of carrier signal and the wireless signal power of connection signal, unimpeded in order to ensure the connection of note and instant messaging (micro-letter, QQ, everybody and microblogging), just think that signal is unimpeded when the numerical value of carrier signal is greater than certain threshold value, wireless signal also has the corresponding threshold value that signal is unimpeded that ensures.
How above handling process passes through the analysis that the sensing data analyzed on the smart mobile phone of the side of answering carries out context aware if mainly describing, identify the certain scenarios residing for user, thus recommend suitable contact method according to the rule of contact method suitable under certain scenarios to user.But, the contact method of multiple applicable recommendation may be there is under certain scenarios.Therefore, need according to the historical record of user to the use of different contact method, set a set of algorithm that the contact method recommended is sorted.
In step 4) in, because the contact method of call voice is often applicable to more urgent situation, if be therefore applicable to the contact method of call voice under the current residing sight in the side of answering, then the contact method of call voice has the highest priority compared to other contact methods.When being both applicable to the contact method of call voice under the sight residing for the side of answering, be applicable to again the contact method of text SMS, then the order of recommending is the contact method of call voice higher than text SMS.
In the contact method of the text message of recommending, under note and all recommended situation of MSN, because the contact method of note can produce certain rate, therefore the contact method of note has minimum priority compared to other contact method.When under the sight residing for the side of answering, even if the note in the contact method of text message is all applicable with bitcom, the order of so recommending is that MSN is higher than note.
In the contact method of the text message of recommending, different user has different use habits to different MSNs.If when therefore recommending the mode of multiple suitable instant messaging simultaneously, server needs MSN preferential recommendation user being preferred to use to user.Therefore, server uses the historical record data of MSN by collecting user, and by calculating respective frequency of utilization, thus the different immediate communication tool recommended is sorted.
When designing the sort algorithm of MSN, main consideration two factors: the first application the last time used; The frequency that second application uses.The present invention does not consider to apply the factor whether run, because on smart mobile phone, if user does not initiatively stop application, application will always at running background.
Server sorts to the MSN recommended according to the use habit of the side of answering, and MSN comprises micro-letter, QQ, everybody and microblogging, recommends the sort algorithm of the MSN in text message, comprises the following steps:
A. the smart mobile phone obtaining the side of answering used the time of MSN last time, if employ MSN in the nearest time interval, then come according to the MSN that service time is nearest, sequence terminates, if do not use MSN in the nearest time interval, then enter step B;
B. the smart mobile phone obtaining the side of answering uses the frequency of MSN, sorts successively according to the height of frequency of utilization to MSN.
Advantage of the present invention:
(1) the present invention is utilized to recommend contact method, the use of calling party can greatly be facilitated, by using sensing data and the calendar data of smart mobile phone, the current residing sight in the side of answering can be identified, and then suitable contact method is recommended accurately to calling party under specific sight, and can the contact method recommended be sorted, thus facilitate the use of calling party;
(2) contemplated by the invention smart mobile phone service condition data, both considered the sensing data of smart mobile phone, and considered the history log data that mobile phone uses simultaneously, also combine the calendar data of the side of answering simultaneously, therefore data are more specific and comprehensive, and the result of context aware is more accurate;
(3) recommend method that the present invention uses combines rule-based and content-based mixing recommend method, both can consider that the rule in user's use habit also can consider that the content in calendar information is excavated, thus recommendation contact method, improve the accuracy of recommendation;
(4) the present invention can bind more user social contact data and expands, and improves the accuracy of recommending.
Accompanying drawing explanation
Fig. 1 is the flow chart recommending the method for optimum contact method to mobile subscriber based on context aware of the present invention.
Embodiment
Below in conjunction with accompanying drawing, by embodiment, the present invention will be further described.
The method of recommending optimum contact method to mobile subscriber based on context aware of the present invention, comprises step, as shown in Figure 1:
1) contact method suitable under setting up certain scenarios.
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 micro-letter voice two kinds of contact methods; Text message is divided into again note and MSN two kinds of contact methods.Whether be applicable to recommending seven kinds of sights of the contact method of call voice to comprise: 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 answer when Founder is in specific environment and be inconvenient to receive calls, or the side of answering some noisy can not ensure the environment of speech quality under, the contact method of call voice can not be recommended.When to meet multiple sight simultaneously, its priority orders is carrier signal, temporal locality, microphone service condition and sound successively, is finally meeting, sleep and driving.Whether be applicable to recommending three kinds of sights of the contact method of text message to comprise: carrier signal is unimpeded and wireless signal is unimpeded, carrier signal is unimpeded and wireless signal is not smooth 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 calling party is added good friend.
3) server is for associated buddy taken at regular intervals sensing data and calendar data, and preserves and process, thus the sight residing for the perception side of answering.
Server can be suitable for sight for two kinds of different contact methods, identifies the current residing sight in the side of answering.Processing procedure of the present invention is suitable for the perception of sight under being suitable for the perception of sight and text message contact method under mainly comprising call voice contact method.
(1) perception of sight is suitable under the contact method of, call voice
The sight that call voice contact method is relevant mainly comprises meeting, driving, sleep, whether have carrier signal and the sight such as a riot of sound.Below with meeting, driving and sleep sight are the concrete methods of realizing that example introduces corresponding context aware in detail.
I. have a meeting/attend class: server will obtain the calendar data of the side's of answering binding, pass through semantic analysis, can identify current whether in session, by identical processing method, also can identify current whether at school, in addition, bothered by phone owing to there is very large possibility when carrying out cyclic activity, therefore, whether we can carry out periodic duty by the calendar data identification user of user.
Ii. drive: the sight of driving compares and is difficult to identify, because need to consider many factors, by correlation rule, whether perception is in the sight of driving.First, speed should be relatively very fast, at about 40 ~ 100km/h; In addition, current location should in highway instead of indoor.Above two factors can not be inferred in driving, because the passenger sat onboard also meets above condition.Therefore, need consideration the 3rd factor, if the side of answering does not use mobile phone for a long time, so probably now drive.When meeting above three conditions, server just can be thought that the side of answering is current and drive, and therefore, be not suitable for carrying out call voice, server does not recommend the contact method of call voice.
Iii. sleep: the alarm clock on the side's of answering smart mobile phone exists potential associating with sleep, and by correlation rule, whether perception is in the sight of sleep.If the side of answering is provided with the alarm clock of getting up on mobile phone, so arrange alarm clock before a period of time in, such as 20 minutes time, the contact method of call voice is should be not recommended.In addition, in the morning or the periodic alarm clock at noon have very large possibility to be the alarm clock of getting up arranged, can the perception user sight of sleeping according to above condition.
(2) perception of sight is suitable under text message contact method
The relevant sight of text message contact is main relevant to carrier signal and wireless signal, and in the sensing data of the smart mobile phone of server acquisition, include the data of carrier signal and wireless signal.The numeric representation of carrier signal and the wireless signal power of connection signal, unimpeded in order to ensure the connection of note and instant messaging, just think that signal is unimpeded when the numerical value of carrier signal is greater than certain threshold value, wireless signal also has the corresponding threshold value that signal is unimpeded that ensures.Assuming that the threshold value of carrier signal is K
1, the threshold value of wireless signal is K
2when carrier signal is greater than K
1, then the sight that the side's of answering carrier signal is unimpeded is thought; When wireless signal is greater than K
2time, then think that the side of answering is in the unimpeded sight of wireless signal.
4) carry out judging to obtain the suitable contact method in the side of answering, and if when there is multiple suitable contact method, multiple contact method is sorted.The contact method of call voice has the highest priority than the contact method of short message text.
In the contact method of the text message of recommending, under note and all recommended situation of other MSNs, because the contact method of note can produce certain rate, therefore the contact method of note has minimum priority compared to other contact method.
In the contact method of the text message of recommending, different user has different use habits to different MSNs.If when therefore recommending the mode of multiple suitable instant messaging simultaneously, server sorts according to the contact method of the use habit of the side of answering to the text message of recommending.
Below for QQ and micro-letter, suppose T
wand T
qmicro-letter and QQ nearest service time respectively, F
wand F
qthe frequency of utilization of micro-letter and QQ respectively.Arrange a period of time interval that a constant K represents nearest, current time is t.Sort algorithm is as follows:
A. the smart mobile phone obtaining the side of answering uses the time of MSN, if t>T
w>T
q>t-K, or t>T
w>t-K>T
q, then before micro-letter comes QQ, if t>T
q>T
w>t-K, or t>T
q>t-K>T
w, then before QQ comes micro-letter, if T
w<t-K and T
q<t-K, then enter step B;
B. the smart mobile phone obtaining the side of answering uses the frequency of MSN, if F
w>F
q, then before micro-letter comes QQ, otherwise, before QQ comes micro-letter.
5) call direction server sends request, and contact method suitable for the side of answering is recommended calling party by server, if when there is multiple suitable contact method, the multiple contact method after sequence is recommended calling party by server; If both can call voice, again can text message, so preferential recommendation call voice, when there is the contact method of multiple suitable text message, being accustomed to according to when the side of answering, sorting to the contact method of calling party to the text message of recommending.
It is finally noted that, the object publicizing and implementing mode is to help to understand the present invention further, but it will be appreciated by those skilled in the art that: without departing from the spirit and scope of the invention and the appended claims, various substitutions and modifications are all possible.Therefore, the present invention should not be limited to the content disclosed in embodiment, and the scope that the scope of protection of present invention defines with claims is as the criterion.
Claims (9)
1., based on a method of recommending optimum contact method to mobile subscriber for context aware, it is characterized in that, said method comprising the steps of:
1) contact method suitable under setting up certain scenarios;
2) cellphone subscriber installs application software APP, the side's of answering binding calendar account, and calling party is added to good friend;
3) sensing data of the smart mobile phone of server taken at regular intervals associated buddy and calendar data, and preserve and process, utilize semantic analysis and correlation rule to identify the current residing sight in the side of answering;
4) server is after identifying the sight residing for the side of answering, and carries out judging to obtain the suitable contact method in the side of answering, and if when there is multiple suitable contact method, sorts to multiple suitable contact method;
5) call direction server sends request, and contact method suitable for the side of answering is recommended calling party by server, if when there is multiple suitable contact method, the multiple contact method after sequence is recommended calling party by server.
2. the method for claim 1, is characterized in that, in step 1) in, described 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; Text message is divided into again the contact method of note and MSN.
3. method as claimed in claim 2, is characterized in that, when whether being applicable to the contact method recommending call voice, needs the sight identified to comprise following seven kinds:
A) meeting/cyclic activity: when answer upright in session or carry out the cyclic activity arranged by calendar time, will the contact method of call voice do not recommended;
B) driving: upright when driving when answering, will the contact method of call voice do not recommended;
C) sleep: if answer upright when sleep or lunch break, will the contact method of call voice do not recommended;
D) carrier signal: if when not having carrier signal, the contact method of call voice can 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 the phone of the side's of answering just rejection recently, does not then recommend the contact method of call voice; In like manner, if just answered a phone, then the contact method of call voice has been recommended;
F) microphone service condition: if microphone is normal use under present case, will the contact method of call voice be recommended;
G) sound: if mobile phone sensor find current be in very noisy environment under, then do not recommend the contact method of call voice.
4. method as claimed in claim 2, is characterized in that, when whether being applicable to the contact method recommending text message, needs the sight identified to comprise following three kinds:
A) carrier signal is unimpeded, and wireless signal is unimpeded: in such a scenario, and server will recommend note and MSN, and
Before the order of MSN is come note;
B) carrier signal is unimpeded, and wireless signal is not smooth: in such a scenario, and server recommends note and MSN, and before note is come MSN;
C) carrier signal is not smooth, and wireless signal is unimpeded: in such a scenario, and server only recommends the MSNs such as micro-letter and QQ.
5. the method for claim 1, is characterized in that, in step 3) in, semantic analysis be server according to the calendar data in the smart mobile phone of the side of answering, thus identify meeting or the sight of cyclic activity; Correlation rule is that server sets up rule according to the sensing data of the smart mobile phone of the side of answering and specific sight, thus the sight identifying sleep or drive.
6. method as claimed in claim 2, is characterized in that, in step 4) in, when under the sight residing for the side of answering, both be applicable to the contact method of call voice, be applicable to again the contact method of text SMS, then the order of recommending is the contact method of call voice higher than text SMS.
7. method as claimed in claim 2, is characterized in that, in step 4) in, when under the sight residing for the side of answering, even if the note in the contact method of text message is all applicable with bitcom, the order of so recommending is that MSN is higher than note.
8. method as claimed in claim 2, is characterized in that, in step 4) in, server sorts to the MSN recommended according to the use habit of the side of answering, and comprises the following steps:
A. the smart mobile phone obtaining the side of answering used the time of MSN last time, if employ MSN in the nearest time interval, then come according to the MSN that service time is nearest, sequence terminates, if do not use MSN in the nearest time interval, then enter step B;
B. the smart mobile phone obtaining the side of answering uses the frequency of MSN, sorts successively according to the height of frequency of utilization to MSN.
9. method as claimed in claim 4, it is characterized in that, the threshold value of carrier signal is K
1, the threshold value of wireless signal is K
2, when carrier signal is greater than K
1, then the sight that the side's of answering carrier signal is unimpeded is thought; When wireless signal is greater than K
2time, then think that the side of answering is in the unimpeded sight of wireless signal.
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| CN201410709710.1A CN104363569B (en) | 2014-11-28 | 2014-11-28 | A kind of method for recommending optimal contact method to mobile subscriber based on context aware |
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| CN201410709710.1A CN104363569B (en) | 2014-11-28 | 2014-11-28 | A kind of method for recommending optimal contact method to mobile subscriber based on context aware |
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| CN104363569A true CN104363569A (en) | 2015-02-18 |
| CN104363569B CN104363569B (en) | 2018-03-30 |
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| CN201410709710.1A Active CN104363569B (en) | 2014-11-28 | 2014-11-28 | A kind of method for recommending optimal contact method to mobile subscriber based on context aware |
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