CN106920063A - A kind of method and apparatus of information reminding - Google Patents

Abstract

The embodiment of the invention discloses a kind of method and apparatus of information reminding, the method can include：Obtain and meet the trip state that the content publishing side of default incidence relation condition is issued；Obtain the ambient condition of geographic area where reminding object end；The ambient condition of geographic area where the trip state issued according to the content publishing side and the reminding object end, the corresponding trip prompting message in the reminding object end is obtained by default trip Generalization bounds；The trip prompting message is pushed into the corresponding reminding object end；Method and device disclosed in the embodiment of the present invention for unique user by when trip prompting message is generated, in addition to considering extraneous factor of natural environment, also the outer artificial situation of related personnel in the user social contact circle is also accounted for together, so as to more comprehensively weigh and remind whether user suitably goes on a journey.

Description

A kind of method and apparatus of information reminding

Technical field

The present invention relates to mobile communication technology, more particularly to a kind of method and apparatus of information reminding.

Background technology

At present, travel outdoors a kind of relaxation pattern relieved boredom and become people after tense working, so, Also many methods for carrying out relevant information prompting of going out to go on a journey for user are occurred in that.

Generally it is to consider extraneous by the way of in the scheme that the current relevant information to trip is reminded Factor of natural environment to go on a journey influence, for example according to the factors such as weather, temperature, humidity, air come To " suitably going out row index " for characterizing whether suitably trip, by " should suitably go out row index " actively It is pushed to user or prompts the user whether suitable trip for user's inquiry.

It is current for trip and outgoing relevant information, for example take exercise, the prompting of information such as tourism and recommend all It is integrated in corresponding weather application, and according to extraneous environmental factor is to trip and goes out to carry Wake up and recommend, in the interface in certain weather application shown in Fig. 1, in 3 days 15 December:43 when Carve, outside environmental elements include 9 DEG C of temperature, humidity 0%, wind-force size for two grades of north wind, weather are fine, Uitraviolet intensity：It is weak, environmental pollution indexes 43 [excellent] etc..Based on these outside environmental elements, such as Fig. 1 institutes Show, the information reminding related to trip of going out is " various people can be freely movable " and " tourism：Suitably ".

But, people is the animal of socialization, common trip and it is outgoing be all not only the independent of people Activity, but many personal activities in social circle where single people；So, only from extraneous natural environment Whether this factor cannot comprehensively weigh personal suitably trip.Therefore, need at present a kind of more comprehensive For trip and the based reminding method of outgoing relevant information.

The content of the invention

In order to solve the above technical problems, the embodiment of the present invention is expected to provide a kind of method and apparatus of information reminding, Can more comprehensively weigh and remind whether user suitably goes on a journey.

The technical proposal of the invention is realized in this way：

In a first aspect, the embodiment of the invention provides a kind of method of information reminding, methods described can include：

Obtain and meet the trip state that the content publishing side of default incidence relation condition is issued；

Obtain the ambient condition of geographic area where reminding object end；

The ring of geographic area where the trip state issued according to the content publishing side and the reminding object end Border state, the corresponding trip prompting message in the reminding object end is obtained by default trip Generalization bounds；

The trip prompting message is pushed into the corresponding reminding object end.

In such scheme, trip state and the reminding object end institute according to content publishing side issue In the ambient condition of geographic area, the reminding object end is obtained by default trip Generalization bounds corresponding Trip prompting message, specifically includes：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (1)^*：

Wherein,Represent obtain when P (Z | R_a,R_weather) it is maximum when corresponding Z values Computing；P (A) represents the probability that event A occurs；Z represents the alternate content of trip prompting message；R_aRepresent Meet the trip state of the content publishing side of default incidence relation condition；R_weatherRepresent the reminding object end institute In the ambient condition of geographic area.

In such scheme, where the trip state of content publishing side issue and the reminding object end When separate between the ambient condition of geographic area, according to the content publishing side issue trip state and The ambient condition of geographic area where the reminding object end, obtains described by default trip Generalization bounds The corresponding trip prompting message in reminding object end, specifically includes：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (2)^*：

It is described that the corresponding trip prompting message Z in reminding object end is obtained according to formula (2) in such scheme^*, Specifically include：

P (Z), P (R are obtained respectively_a| Z) and P (R_weather| Z) corresponding initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather|Z)；

According to the training sample of advance trip prompting message, trip state and the ambient condition for obtaining, Yi Jichu Initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather| Z), the corresponding trip in reminding object end is obtained by formula (2) Prompting message.

In such scheme, the ambient condition R_weatherIncluding：The weather of geographic area where reminding object end The many factors such as situation Cli, temperature Tem, humidity Hum, air regime Air；Correspondingly, according to described interior Hold the trip state of publishing side issue and the ambient condition of geographic area where the reminding object end, by pre- If trip Generalization bounds obtain the corresponding trip prompting message in the reminding object end, specifically include：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (3)^*：

In such scheme, when weather condition Cli, temperature Tem, humidity Hum, air regime Air etc. are various When being separate relation between factor, the trip state and institute according to content publishing side issue The ambient condition of geographic area where reminding object end is stated, is carried by described in default trip Generalization bounds acquisition The corresponding trip prompting message of awake object side, specifically includes：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (4)^*：

It is described that the corresponding trip prompting message Z in reminding object end is obtained according to formula (4) in such scheme^*, Specifically include：

P (Z), P (R are obtained respectively_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) it is right The initial value P for answering₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum | Z) and P₀(Air|Z)；

According to the advance trip prompting message for obtaining, trip state, weather condition, temperature, humidity and air The training sample of situation, and initial value P₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum|Z) And P₀(Air | Z), the corresponding trip prompting message in reminding object end is obtained by formula (4).

Second aspect, the embodiment of the invention provides a kind of device of information reminding, and described device includes：The One acquiring unit, second acquisition unit, strategy execution unit and push unit；Wherein,

The first acquisition unit, the content publishing side that default incidence relation condition is met for obtaining is issued Trip state；

The second acquisition unit, the ambient condition for obtaining geographic area where reminding object end；

The strategy execution unit, for the trip state issued according to the content publishing side and the prompting The ambient condition of geographic area where object side, the reminding object is obtained by default trip Generalization bounds Hold corresponding trip prompting message；

The push unit, for the trip prompting message to be pushed into the corresponding reminding object end.

In such scheme, the strategy execution unit, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (5)^*：

Wherein,Represent obtain when P (Z | R_a,R_weather) it is maximum when corresponding Z values Computing；P (A) represents the probability that event A occurs；Z represents the alternate content of trip prompting message；R_aRepresent Meet the trip state of the content publishing side of default incidence relation condition；R_weatherRepresent the reminding object end institute In the ambient condition of geographic area.

In such scheme, where the trip state of content publishing side issue and the reminding object end When separate between the ambient condition of geographic area, the strategy execution unit, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (6)^*：

In such scheme, the strategy execution unit, specifically for：

P (Z), P (R are obtained respectively_a| Z) and P (R_weather| Z) corresponding initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather|Z)；

According to the training sample of advance trip prompting message, trip state and the ambient condition for obtaining, Yi Jichu Initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather| Z), the corresponding trip in reminding object end is obtained by formula (6) Prompting message.

In such scheme, the ambient condition R_weatherIncluding：The weather of geographic area where reminding object end The many factors such as situation Cli, temperature Tem, humidity Hum, air regime Air；Correspondingly, the strategy is held Row unit, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (7)^*：

In such scheme, when weather condition Cli, temperature Tem, humidity Hum, air regime Air etc. are various When being separate relation between factor, the strategy execution unit, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (8)^*：

In such scheme, the strategy execution unit, specifically for：

P (Z), P (R are obtained respectively_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) it is right The initial value P for answering₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum | Z) and P₀(Air|Z)；

According to the advance trip prompting message for obtaining, trip state, weather condition, temperature, humidity and air The training sample of situation, and initial value P₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum|Z) And P₀(Air | Z), the corresponding trip prompting message in reminding object end is obtained by formula (8).

A kind of method and apparatus of information reminding are the embodiment of the invention provides, is given birth to by for unique user During into trip prompting message, in addition to considering extraneous factor of natural environment, also by phase in the user social contact circle Whether the outer artificial situation of pass personnel is also accounted for together, so as to more comprehensively weigh and remind user suitable Trip.

Brief description of the drawings

Fig. 1 is a kind of display interface schematic diagram of weather application of the prior art；

Fig. 2 is a kind of method flow schematic diagram of information reminding provided in an embodiment of the present invention；

Fig. 3 is a kind of schematic diagram of a scenario provided in an embodiment of the present invention；

Fig. 4 is sensor schematic provided in an embodiment of the present invention；

Fig. 5 is a kind of apparatus structure schematic diagram of information reminding provided in an embodiment of the present invention.

Specific embodiment

Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clearly Chu, it is fully described by.

Embodiment one

Referring to Fig. 2, it illustrates a kind of method flow of information reminding provided in an embodiment of the present invention, the party Method can apply to pushing during target carries out the server of trip information prompting, and the method can include：

S201：Obtain and meet the trip state that the content publishing side of default incidence relation condition is issued；

S202：Obtain the ambient condition of geographic area where reminding object end；

S203：Geographic area where the trip state issued according to the content publishing side and reminding object end Ambient condition, the corresponding trip prompting message in reminding object end is obtained by default trip Generalization bounds；

S204：The trip prompting message is pushed into corresponding reminding object end.

It should be noted that the specific execution sequence in the present embodiment not to step S101 and S102 is carried out Limit, order between the two can be carried out according to the need for actual conditions, it is also possible to which both are carried out simultaneously, The embodiment of the present invention is not repeated this.

It is to be appreciated that in specific implementation, scene as shown in Figure 3, step S202 can be by server Receive meteorological by the coupled multiple being arranged in geographic area where reminding object end using communication network Stand, the ambient condition of the geographic area that environmental sensor is fed back is realized, the present embodiment is not made to have to this Body is repeated.

Exemplarily, in the present embodiment, for the default incidence relation condition of satisfaction described in step S201 Content publishing side can be the content publishing side that there is incidence relation with reminding object end.

In specific implementation, reminding object end can be the push targeted customer of trip prompting message, then full The content publishing side of the default incidence relation condition of foot can be then and push targeted customer in same social circle Content issues user, such as push targeted customer and content issue user is in some social networking application programs Same geographic area, such as same city, same county etc., and push targeted customer and content issue user In identical friend circle, interest group etc..Therefore, the trip shape that server is issued according to content publishing side The trip prompting message that state is obtained just can be by the outgoing feelings of related personnel in the social circle for pushing targeted customer Condition is also accounted for together such that it is able to comprehensively weigh and remind whether push targeted customer suitably goes on a journey.

Embodiment two

Based on the method flow of the information reminding in embodiment one, default trip described in step S203 is recommended Strategy can be Nae Bayesianmethod, and now, step S203's can specifically include：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (1)^*：

Wherein,Represent obtain when P (Z | R_a,R_weather) it is maximum when corresponding Z values Computing；P (A) represents the probability that event A occurs；Z represents the alternate content of trip prompting message；R_aRepresent Meet the trip state of the content publishing side of default incidence relation condition；R_weatherRepresent the reminding object end institute In the ambient condition of geographic area.

Specific embodiment in one, the R described in formula (1) in conjunction with the embodiments_aCan be one and push mesh Mark the local circle of friends of user and the function of time correlation.

In addition, in formula (1), the alternate content Z of prompting message of going on a journey can include five discrete values, Respectively from 1 to 5；Degree for characterizing suitable trip, such as, 1 expression is not suitable for travel activity, 2 tables Show and be less suitable for travel activity, 3 expressions represent suitable travel activities than convenient travel activity, 4, and 5 is most suitable Close travel activity.

Also, it should be noted that according to Bayesian formula, and P in formula (1) (Z | R_a,R_weather) can be by formula (2) Represent：

Wherein, P (Z) represents the probability that the alternate content Z of trip prompting message occurs.

Need further exist for describing in detail, because satisfaction presets going out for the content publishing side of incidence relation condition It is separate relation between the ambient condition of geographic area where row state and reminding object end, both it Between there is no any correlation, therefore, the P (R in formula (2)_a,R_weather| Z) can be represented by formula (3)：

P(R_a,R_weather| Z)=P (R_a|Z)×P(R_weather|Z) (3)

By formula (3) it is known that when the content publishing side for meeting default incidence relation condition trip state with When separate between the ambient condition of geographic area where reminding object end, obtained according to formula (4) and remind right As holding corresponding trip prompting message Z^*：

It is to be appreciated that the ambient condition R of geographic area where reminding object end_weatherCan include：It is right to remind Weather condition Cli, temperature Tem, humidity Hum, air regime Air etc. of geographic area as where end it is various because Element；That is R_weather={ Cli, Tem, Hum, Air }.Therefore, for formula (1), can be represented by formula (5)：

According to Bayesian formula, in formula (5) P (Z | R_a, Cli, Tem, Hum, Air), can be by formula (6) Represent：

Further, based on weather condition Cli, temperature Tem, humidity Hum, air regime Air etc. it is various because It is separate relation between element, therefore, the P (R in formula (6)_a, Cli, Tem, Hum, Air | Z) can be by Formula (7) is represented：

P(R_a, Cli, Tem, Hum, Air | Z)=

(7)

P(R_a|Z)P(Cli|Z)P(Tem|Z)P(Hum|Z)P(Air|Z)

By formula (7) it is known that as weather condition Cli, temperature Tem, humidity Hum, air regime Air etc. When being separate relation between many factors, can according to formula (8) obtain reminding object end it is corresponding go out Row prompting message Z^*：

In the present embodiment, trip state and reminding object end location that server is issued according to content publishing side The trip prompting message that the ambient condition in region is obtained is managed, can comprehensively weigh and remind push target to use Whether suitably go on a journey at family.

Embodiment three

Based on embodiment one and embodiment two, in specific implementation process, reminding object is obtained according to formula (4) The corresponding trip prompting message Z in end^*Implement process and can include：

P (Z), P (R are obtained respectively_a| Z) and P (R_weather| Z) corresponding initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather|Z)；

According to the training sample of advance trip prompting message, trip state and the ambient condition for obtaining, Yi Jichu Initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather| Z), the corresponding trip in reminding object end is obtained by formula (4) Prompting message.

Further, as the ambient condition R of reminding object end place geographic area_weatherCan include：It is right to remind Weather condition Cli, temperature Tem, humidity Hum, air regime Air etc. of geographic area as where end it is various because When being separate relation between element, and each factor, according to formula (8) obtain reminding object end it is corresponding go out Row prompting message Z^*Implement process and can include：

P (Z), P (R are obtained respectively_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) it is right The initial value P for answering₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum | Z) and P₀(Air|Z)；

According to the advance trip prompting message for obtaining, trip state, weather condition, temperature, humidity and air The training sample of situation, and initial value P₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum|Z) And P₀(Air | Z), the corresponding trip prompting message in reminding object end is obtained by formula (8).

In specific implementation process, it is possible, firstly, to respectively to P (Z), P (R_a|Z)、P(Cli|Z)、P(Tem|Z)、 The initial value of P (Hum | Z) and P (Air | Z) is preset, so as to realize the acquisition to above-mentioned initial value；

For example, P₀(Z) centrifugal pump that can be initialized as on 1~5 is uniformly distributed；P₀(R_a| Z) initial value it is pre- If can be according to shown in table 1：

	0 is initialized as, the average bi-distribution on 1
			1 is initialized as, the average bi-distribution on 2
	2 are initialized as, the average bi-distribution on 3
			3 are initialized as, the average bi-distribution on 4
	It is initialized as the exponential distribution of 4 and 4 numbers above

Table 1

P₀The initial value of (Cli | Z) is default can be according to shown in table 2：

	It is initialized as snow, the bi-distribution of rain
			It is initialized as snow, the bi-distribution of rain
	It is initialized as cloudy, fine bi-distribution
			It is initialized as cloudy, fine bi-distribution
	It is initialized as cloudy, fine bi-distribution

Table 2

P₀The initial value of (Tem | Z) is default can be according to shown in table 3：

	It is initialized as [- 20~0] degree and being uniformly distributed that [40~50] are spent
			It is initialized as [0~10] degree and being uniformly distributed that [35~40] are spent
	10 degree~35 degree are initialized as to be uniformly distributed
			15 degree~30 degree are initialized as to be uniformly distributed
	20 degree~26 degree are initialized as to be uniformly distributed

Table 3

P₀The initial value of (Hum | Z) is default can be according to shown in table 4：

	0%~35% is initialized as, 75%~90% is uniformly distributed
			It is initialized as 35%~40%, 70%~75% is uniformly distributed
	40%~70% is initialized as to be uniformly distributed
			45%~65% is initialized as to be uniformly distributed
	50%~60% is initialized as to be uniformly distributed

Table 4

P₀The initial value of (Air | Z) is default can be according to shown in table 5：

Table 5

Then, at same geographic area, have super in the content issue end subscriber that server to be got Cross 4/5 it is outgoing when, Z values are 5；When having [3/5~4/5] to go out, Z values are 4；When thering is [2/5~3/5] to go out, Z values are 3, and when having [1/5~2/5] to go out, Z values are 2, and when having [0~1/5] to go out, Z values are 1.

Then, server collects R_a, each factor of Cli, Tem, Hum, Air training sample, and according to These samples estimate conditional probability of each factor under specific Z value；

Finally, according to P (Z), P (R_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) Initial value and R_a, each factor of Cli, Tem, Hum, Air training sample estimate obtain conditional probability lead to Cross formula (8) and calculate comprehensive travel index.The comprehensive travel index is then for the corresponding trip in reminding object end is reminded Information.And the shape of the message that comprehensive travel index can also be passed through short message, multimedia message or application program App Formula is pushed to the targeted customer at reminding object end.

Example IV

Based on previous embodiment identical technology design, in a kind of method flow of the information reminding shown in Fig. 2 In, the acquisition described in step S201 meets the trip shape that the content publishing side of default incidence relation condition is issued State, can specifically include：

Receive corresponding infrared (PIR, the Passive Infrared) sensor of passive type of content publishing side and door sensor The signal sequence that sensor sends；Wherein, the signal sequence is used to characterize trip state.

In specific implementation, in the family of content issue user pir sensor and door status sensor are installed to examine Survey the trip state that content issues user.Wherein, door status sensor can detect the state at door be open or Close, pir sensor can detect that human body passes through, and both sensors commercially have maturation at present Product.As shown in figure 4, on the left of Fig. 4 being door status sensor, on the right side of Fig. 4 is pir sensor.

It is to be appreciated that door status sensor is arranged on the entry door in content issue user family, by PIR Sensor installs the rear of entry door in content issue user family, when the signal sequence that two sensors are detected It is (door status sensor：Open, door status sensor：Close, pir sensor：When ON), represent interior It is the state registered one's residence of getting home to hold issue user；Now, two sensors can be by the signal sequence by family LAN plug into internet and send to server end.When the signal sequence that two sensors are detected is (pir sensor：ON, door status sensor：Open, door status sensor：When Close), content is represented Issue user is the state of trip；Now, two sensors can also be by the signal sequence by the office in family Domain net is plugged into internet and is sent to server end.

Embodiment five

Based on previous embodiment identical technology design, referring to Fig. 5, provided it illustrates the embodiment of the present invention A kind of information reminding device 50, the device 50 can be arranged to carry out trip information and carries to pushing target In awake server, the device 50 can include：First acquisition unit 501, second acquisition unit 502, Strategy execution unit 503 and push unit 504；Wherein,

The first acquisition unit 501, the content publishing side institute of default incidence relation condition is met for obtaining The trip state of issue；

The second acquisition unit 502, the ambient condition for obtaining geographic area where reminding object end；

The strategy execution unit 503, for the trip state issued according to the content publishing side and described The ambient condition of geographic area where reminding object end, the prompting is obtained by default trip Generalization bounds The corresponding trip prompting message of object side；

The push unit 504, for the trip prompting message to be pushed into the corresponding reminding object End.

Exemplarily, the strategy execution unit 503, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (9)^*：

Wherein,Represent obtain when P (Z | R_a,R_weather) it is maximum when corresponding Z values Computing；P (A) represents the probability that event A occurs；Z represents the alternate content of trip prompting message；R_aRepresent Meet the trip state of the content publishing side of default incidence relation condition；R_weatherRepresent the reminding object end institute In the ambient condition of geographic area.

Further, it is geographical where the trip state of content publishing side issue and the reminding object end When separate between the ambient condition in region, the strategy execution unit 503, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (10)^*：

Further, the strategy execution unit 503, specifically for：

P (Z), P (R are obtained respectively_a| Z) and P (R_weather| Z) corresponding initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather|Z)；

According to the training sample of advance trip prompting message, trip state and the ambient condition for obtaining, Yi Jichu Initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather| Z), the corresponding trip in reminding object end is obtained by formula (10) Prompting message.

Exemplarily, the ambient condition R_weatherIncluding：The weather condition of geographic area where reminding object end The many factors such as Cli, temperature Tem, humidity Hum, air regime Air；Correspondingly, the strategy execution list Unit 503, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (11)^*：

Further, when many factors such as weather condition Cli, temperature Tem, humidity Hum, air regime Air Between when being separate relation, the strategy execution unit 503, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (12)^*：

Further, the strategy execution unit 503, specifically for：

P (Z), P (R are obtained respectively_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) it is right The initial value P for answering₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum | Z) and P₀(Air|Z)；

According to the advance trip prompting message for obtaining, trip state, weather condition, temperature, humidity and air The training sample of situation, and initial value P₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum|Z) And P₀(Air | Z), the corresponding trip prompting message in reminding object end is obtained by formula (12).

It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or meter Calculation machine program product.Therefore, the present invention can using hardware embodiment, software implementation or combine software and The form of the embodiment of hardware aspect.And, the present invention can be used and wherein include calculating at one or more Computer-usable storage medium (the including but not limited to magnetic disk storage and optical storage of machine usable program code Device etc.) on implement computer program product form.

The present invention is with reference to method according to embodiments of the present invention, equipment (system) and computer program product Flow chart and/or block diagram describe.It should be understood that flow chart and/or side can be realized by computer program instructions The knot of flow in each flow and/or square frame and flow chart and/or block diagram and/or square frame in block diagram Close.Can provide these computer program instructions to all-purpose computer, special-purpose computer, Embedded Processor or The processor of other programmable data processing devices is producing a machine so that by computer or other can The instruction of the computing device of programming data processing equipment is produced for realizing in one flow of flow chart or multiple The device of the function of being specified in one square frame of flow and/or block diagram or multiple square frames.

These computer program instructions may be alternatively stored in can guide computer or other programmable data processing devices In the computer-readable memory for working in a specific way so that storage is in the computer-readable memory Instruction is produced includes the manufacture of command device, and the command device is realized in one flow of flow chart or multiple streams The function of being specified in one square frame of journey and/or block diagram or multiple square frames.

These computer program instructions can be also loaded into computer or other programmable data processing devices, made Obtain and series of operation steps is performed on computer or other programmable devices to produce computer implemented place Reason, so as to the instruction performed on computer or other programmable devices is provided for realizing in flow chart one The step of function of being specified in flow or multiple one square frame of flow and/or block diagram or multiple square frames.

The above, only presently preferred embodiments of the present invention is not intended to limit protection model of the invention Enclose.

Claims (14)

1. a kind of method of information reminding, it is characterised in that methods described includes：

Obtain and meet the trip state that the content publishing side of default incidence relation condition is issued；

Obtain the ambient condition of geographic area where reminding object end；

The ring of geographic area where the trip state issued according to the content publishing side and the reminding object end Border state, the corresponding trip prompting message in the reminding object end is obtained by default trip Generalization bounds；

The trip prompting message is pushed into the corresponding reminding object end.

2. method according to claim 1, it is characterised in that issued according to the content publishing side The ambient condition of geographic area where trip state and the reminding object end, plan is recommended by default trip The corresponding trip prompting message in the reminding object end is slightly obtained, is specifically included：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (1)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right|R_a,R_{weather})---\left(1\right)$

Wherein,Represent obtain when P (Z | R_a,R_weather) it is maximum when corresponding Z values Computing；P (A) represents the probability that event A occurs；Z represents the alternate content of trip prompting message；R_aRepresent Meet the trip state of the content publishing side of default incidence relation condition；R_weatherRepresent the reminding object end institute In the ambient condition of geographic area.

3. method according to claim 2, it is characterised in that when going out for content publishing side issue When separate between the ambient condition of geographic area where row state and the reminding object end, according to described The trip state of content publishing side issue and the ambient condition of geographic area where the reminding object end, pass through Default trip Generalization bounds obtain the corresponding trip prompting message in the reminding object end, specifically include：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (2)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right)P\left(R_a|Z\right)P\left(R_{weather}|Z\right)---\left(2\right).$

4. method according to claim 3, it is characterised in that described acquisition according to formula (2) is reminded The corresponding trip prompting message Z of object side^*, specifically include：

P (Z), P (R are obtained respectively_a| Z) and P (R_weather| Z) corresponding initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather|Z)；

According to the training sample of advance trip prompting message, trip state and the ambient condition for obtaining, Yi Jichu Initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather| Z), the corresponding trip in reminding object end is obtained by formula (2) Prompting message.

5. method according to claim 2, it is characterised in that the ambient condition R_weatherIncluding： Weather condition Cli, temperature Tem, humidity Hum, air regime Air of geographic area etc. where reminding object end Many factors；Correspondingly, the trip state issued according to the content publishing side and the reminding object end institute In the ambient condition of geographic area, the reminding object end is obtained by default trip Generalization bounds corresponding Trip prompting message, specifically includes：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (3)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right|R_a,R_{weather})=\underset{Z}{\arg max}P\left(Z\right|R_a,Cli,Tem,Hum,Air)---\left(3\right).$

6. method according to claim 5, it is characterised in that when weather condition Cli, temperature Tem, It is described according to described interior when being separate relation between many factors such as humidity Hum, air regime Air Hold the trip state of publishing side issue and the ambient condition of geographic area where the reminding object end, by pre- If trip Generalization bounds obtain the corresponding trip prompting message in the reminding object end, specifically include：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (4)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right)P\left(R_a\right|Z)P\left(Cli\right|Z)P\left(Tem\right|Z)P\left(Hum\right|Z)P\left(Air\right|Z)---\left(4\right).$

7. method according to claim 6, it is characterised in that described acquisition according to formula (4) is reminded The corresponding trip prompting message Z of object side^*, specifically include：

P (Z), P (R are obtained respectively_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) it is right The initial value P for answering₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum | Z) and P₀(Air|Z)；

According to the advance trip prompting message for obtaining, trip state, weather condition, temperature, humidity and air The training sample of situation, and initial value P₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum|Z) And P₀(Air | Z), the corresponding trip prompting message in reminding object end is obtained by formula (4).

8. a kind of device of information reminding, it is characterised in that described device includes：First acquisition unit, Two acquiring units, strategy execution unit and push unit；Wherein,

The first acquisition unit, the content publishing side that default incidence relation condition is met for obtaining is issued Trip state；

The second acquisition unit, the ambient condition for obtaining geographic area where reminding object end；

The strategy execution unit, for the trip state issued according to the content publishing side and the prompting The ambient condition of geographic area where object side, the reminding object is obtained by default trip Generalization bounds Hold corresponding trip prompting message；

The push unit, for the trip prompting message to be pushed into the corresponding reminding object end.

9. device according to claim 8, it is characterised in that the strategy execution unit, it is specific to use In：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (5)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right|R_a,R_{weather})---\left(5\right)$

Wherein,Represent obtain when P (Z | R_a,R_weather) it is maximum when corresponding Z values Computing；P (A) represents the probability that event A occurs；Z represents the alternate content of trip prompting message；R_aRepresent Meet the trip state of the content publishing side of default incidence relation condition；R_weatherRepresent the reminding object end institute In the ambient condition of geographic area.

10. device according to claim 9, it is characterised in that when content publishing side issue When separate between the ambient condition of geographic area where trip state and the reminding object end, the plan Execution unit is omited, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (6)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right)P\left(R_a|Z\right)P\left(R_{weather}|Z\right)---\left(6\right).$

11. devices according to claim 10, it is characterised in that the strategy execution unit, specifically For：

P (Z), P (R are obtained respectively_a| Z) and P (R_weather| Z) corresponding initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather|Z)；

According to the training sample of advance trip prompting message, trip state and the ambient condition for obtaining, Yi Jichu Initial value P₀(Z)、P₀(R_a| Z) and P₀(R_weather| Z), the corresponding trip in reminding object end is obtained by formula (6) Prompting message.

12. methods according to claim 9, it is characterised in that the ambient condition R_weatherIncluding： Weather condition Cli, temperature Tem, humidity Hum, air regime Air of geographic area etc. where reminding object end Many factors；Correspondingly, the strategy execution unit, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (7)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right|R_a,R_{weather})=\underset{Z}{\arg max}P\left(Z\right|R_a,Cli,Tem,Hum,Air)---\left(7\right).$

13. methods according to claim 12, it is characterised in that when weather condition Cli, temperature Tem, When being separate relation between many factors such as humidity Hum, air regime Air, the strategy execution list Unit, specifically for：

The corresponding trip prompting message Z in reminding object end is obtained according to formula (8)^*：

$Z^{*}=\underset{Z}{\arg max}P\left(Z\right)P\left(R_a\right|Z)P\left(Cli\right|Z)P\left(Tem\right|Z)P\left(Hum\right|Z)P\left(Air\right|Z)---\left(8\right).$

14. devices according to claim 13, it is characterised in that the strategy execution unit, specifically For：

P (Z), P (R are obtained respectively_a| Z), P (Cli | Z), P (Tem | Z), P (Hum | Z) and P (Air | Z) it is right The initial value P for answering₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum | Z) and P₀(Air|Z)；

According to the advance trip prompting message for obtaining, trip state, weather condition, temperature, humidity and air The training sample of situation, and initial value P₀(Z)、P₀(R_a|Z)、P₀(Cli|Z)、P₀(Tem|Z)、P₀(Hum|Z) And P₀(Air | Z), the corresponding trip prompting message in reminding object end is obtained by formula (8).