CN107941234A - Recommendation method, apparatus, storage medium and the mobile terminal of traffic path - Google Patents
Recommendation method, apparatus, storage medium and the mobile terminal of traffic path Download PDFInfo
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- CN107941234A CN107941234A CN201711391891.8A CN201711391891A CN107941234A CN 107941234 A CN107941234 A CN 107941234A CN 201711391891 A CN201711391891 A CN 201711391891A CN 107941234 A CN107941234 A CN 107941234A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
- G01C21/3407—Route searching; Route guidance specially adapted for specific applications
- G01C21/343—Calculating itineraries, i.e. routes leading from a starting point to a series of categorical destinations using a global route restraint, round trips, touristic trips
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
- G01C21/3407—Route searching; Route guidance specially adapted for specific applications
- G01C21/3423—Multimodal routing, i.e. combining two or more modes of transportation, where the modes can be any of, e.g. driving, walking, cycling, public transport
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
- G01C21/3453—Special cost functions, i.e. other than distance or default speed limit of road segments
- G01C21/3484—Personalized, e.g. from learned user behaviour or user-defined profiles
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- Radar, Positioning & Navigation (AREA)
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- Automation & Control Theory (AREA)
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- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
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Abstract
The embodiment of the present application discloses recommendation method, apparatus, storage medium and the mobile terminal of a kind of traffic path.This method includes：When detecting that map class application program is activated, the current location information of user is obtained；When judging that user is not in the resident band of position according to the current location information, then the current location information is inputted to traffic path recommended models；According to the output of the traffic path recommended models as a result, determining traffic path to be recommended；The traffic path to be recommended is shown in traffic path display area；Wherein, the traffic path includes trip place.Technical solution provided herein, can reach the effect that the traffic path recommended by mobile terminal is more in line with user demand.
Description
Technical field
The invention relates to human-computer interaction technique field, more particularly to a kind of recommendation method, apparatus of traffic path,
Storage medium and mobile terminal.
Background technology
With the development of mobile communication technology, people are often using electronic equipment as a kind of auxiliary tool gone on a journey.
At present, the living standard of people increasingly improves, and in addition to meeting basic life requirement, more and more people can select
Select to other places and play, in addition, some in order to meet work requirements go on business to other places people, it is also desirable to can go out poorly to it
Some sight spots are gone sightseeing, and are lived with enriching its travel.However, travel information is various now, user is difficult the understanding by the short time,
Choose one and be adapted to the travelling route of oneself.
The content of the invention
The embodiment of the present application provides a kind of recommendation method, apparatus, storage medium and the mobile terminal of traffic path, Ke Yida
The effect of user demand is more in line with to the traffic path recommended by mobile terminal.
In a first aspect, the embodiment of the present application provides a kind of recommendation method of traffic path, this method includes：
When detecting that map class application program is activated, the current location information of user is obtained；
When judging that user is not in the resident band of position according to the current location information, then by the current location
Information is inputted to traffic path recommended models；
According to the output of the traffic path recommended models as a result, determining traffic path to be recommended；
The traffic path to be recommended is shown in traffic path display area；
Wherein, the traffic path includes trip place.
Second aspect, the embodiment of the present application provide a kind of recommendation apparatus of traffic path, which includes：
Current location information acquisition module, for when detecting that map class application program is activated, obtaining working as user
Front position information；
MIM message input module, judges that user is not in the resident band of position for working as according to the current location information
When, then the current location information is inputted to traffic path recommended models；
Traffic path determining module to be recommended, for the output according to the traffic path recommended models as a result, determining to treat
Recommend traffic path；
Recommending module, for showing the traffic path to be recommended in traffic path display area；
Wherein, the traffic path includes trip place.
The third aspect, the embodiment of the present application provide a kind of computer-readable recording medium, are stored thereon with computer journey
Sequence, realizes the recommendation method of the traffic path as described in the embodiment of the present application when which is executed by processor.
Fourth aspect, the embodiment of the present application provide a kind of mobile terminal, including memory, processor and are stored in storage
And can be in the computer program of processor operation on device, the processor is realized when performing the computer program as the application is real
Apply the recommendation method of the traffic path described in example.
The technical solution that the embodiment of the present application is provided, by when detecting that map class application program is activated, obtaining
The current location information of user；When judging that user is not in the resident band of position according to the current location information, then will
The current location information is inputted to traffic path recommended models；According to the output of the traffic path recommended models as a result, really
Fixed traffic path to be recommended；The traffic path to be recommended is shown in traffic path display area；Wherein, the traffic path bag
Row place is included, the effect that the traffic path recommended by mobile terminal is more in line with user demand can be reached.
Brief description of the drawings
Fig. 1 is a kind of flow diagram of the recommendation method of traffic path provided by the embodiments of the present application；
Fig. 2 is the flow diagram of the recommendation method of another traffic path provided by the embodiments of the present application；
Fig. 3 is the flow diagram of the recommendation method of another traffic path provided by the embodiments of the present application；
Fig. 4 is a kind of structure diagram of the recommendation apparatus of traffic path provided by the embodiments of the present application；
Fig. 5 is a kind of structure diagram of mobile terminal provided by the embodiments of the present application.
Embodiment
Further illustrate the technical solution of the application below with reference to the accompanying drawings and specific embodiments.It is appreciated that
It is that specific embodiment described herein is used only for explaining the application, rather than the restriction to the application.Further need exist for illustrating
, for the ease of description, part relevant with the application rather than entire infrastructure are illustrate only in attached drawing.
It should be mentioned that some exemplary embodiments are described as before exemplary embodiment is discussed in greater detail
The processing described as flow chart or method.Although each step is described as the processing of order, many of which by flow chart
Step can be implemented concurrently, concomitantly or at the same time.In addition, the order of each step can be rearranged.When its operation
The processing can be terminated during completion, it is also possible to the additional step being not included in attached drawing.The processing can be with
Corresponding to method, function, code, subroutine, subprogram etc..
Fig. 1 is a kind of flow diagram of the recommendation method of traffic path provided by the embodiments of the present application, and this method can be with
Performed by the recommendation apparatus of traffic path, wherein the device can generally be integrated in mobile terminal by software and/or hardware realization
In.As shown in Figure 1, this method includes：
S101, when detecting that map class application program is activated, obtain the current location information of user.
Wherein it is possible to during process creation by detecting map class application program, or map class application program foreground
During operation, it is determined as map class application program and is activated.The current location information for obtaining user can be by opening positioning group
Part, such as GPS and Beidou navigation, obtain after positioning.Wherein, positional information can not only represent that the current institute of user is in place
Put, also may indicate that the affiliated area of the position where active user, for example be Haidian District, Beijing City, Changsha, Hunan etc..
It can not only be obtained what deserves to be explained is obtaining the mode of current location information after positioning by opening positioning component, can be with
When being applied to position functions for opening other applications in setting time by reading, read the application program and obtained
Application program can also be expressed as current location information.Such as when spreading out the map class application program, can be by reading 5
Minute front opening purchases by group positional information that application program is acquired as current location information.The benefit so set is more
Add while efficiently get positional information, without being again turned on positioning component, make the acquisition of positional information quicker, and
The consumption of the energy can be saved, improves the cruising ability of mobile terminal.
S102, when judging that user is not in the resident band of position according to the current location information, then described will work as
Front position information is inputted to traffic path recommended models.
Judge whether the mode in the resident band of position has much user according to the current location information, it is exemplary
, positional information that can be usual by obtaining user, determines the city of user's life, does not exist when getting current location information
During user's Living city, it may be determined that user is not in the resident band of position, lives when getting current location information in user
During city, it may be determined that user is in the resident band of position.Wherein, the band of position can be used as the band of position using province or city
Scope.For example the habitual residence place of certain user is Beijing, and the current location information of navigated to user is Hangzhou now
City somewhere, then can determine that user is not in the resident band of position.
Traffic path recommended models can be that successful model has been trained to before map class application program is activated,
The training of model can be learnt by obtaining substantial amounts of data sample, and according to for user recommend it is at least one go out walking along the street
In line, the selected traffic path of end user is updated model, after training and repeatedly renewal, can provide more
Add and make customer satisfaction system traffic path be recommended.
Current location information is inputted to the output that to traffic path recommended models, obtains traffic path recommended models as a result,
As recommended route, a kind of city for being only not in being lived originally with user current location can be provided to the user, with regard to that can be
User provides the effect of rational tourism trip scheme, so can perfectly go on a tour in order to obtain to avoid user stroke, it is necessary to
One is selected in magnanimity goes on a tour scheme and is adapted to the traffic path of oneself, greatly improves the line efficiency that goes out of user, reduces letter
Breath screening burden, improves the usage experience of user.
In addition, whether the embodiment of the present application can be Living city for objective and go out according to user's current location
Line mode switches over, and just eliminates user in another city, it is often or conventional to be but also recommended original city
It is worried caused by the objective searched for, improve usage experience of the user in interactive process.
S103, according to the output of the traffic path recommended models as a result, determining traffic path to be recommended.
Wherein, the traffic path includes trip place.
The output of the traffic path recommended models is as a result, can be the trip for being specifically directed to some trip place
Scheme or preferential display trip place, the selection further according to user after user determines trip place determine trip side
Case.For example user reaches Hangzhou hotel afternoon, recommend the trip to be recommended comprising the West Lake in traffic path recommended models
After route, user may consider that current has been afternoon, and the range of driving apart from West Lake scenic spot needs three hours or so, institute
Even if being to go to Hangzhou to arrive classics with the West Lake, but since user considers current matter of time, can also may select
Other nearer sight spots are played, so user may not need before trip place is determined while consider specific trip scheme,
This can be more in line with user and is classified the principle not obtained for information.
S104, in traffic path display area show the traffic path to be recommended.
Wherein, the traffic path includes trip place.Traffic path display area can be in class application of spreading out the map
The position display trip place of the historical search record of program, the benefit so set allow for user via original life
City be switched to a new city, and search that conventional search record is often occurred in the city lived originally
Point, can not play the role of as a purpose in new city substantially.So historical search note is shown in new city
The position of record occupies most of page of mobile terminal display content, but not it is impossible to meet the actual demand of user,
Worry is brought to user.
In the embodiment of the present application, optionally, the traffic path further includes trip mode.Wherein, specific trip side
Formula includes walking, rides, bus trip and driving etc., can be according to the current location information of user using which kind of trip mode
And sight spot position determines, and then it is also conceivable to whether there is congestion and congestion period in a variety of roads therein
Etc. information.The benefit so set, which is, to be the same of the suitable trip place of user's selection according to the current location information of user
When, additionally it is possible to fully recommend trip mode for user, allow a user to access rational trip place and trip mode institute band
The excellent experience come.
The recommendation method for the traffic path that the embodiment of the present application is provided, detects that map class application program is opened by working as
When dynamic, the current location information of user is obtained；When judging that user is not in resident position area according to the current location information
During domain, then the current location information is inputted to traffic path recommended models；According to the defeated of the traffic path recommended models
Go out as a result, determining traffic path to be recommended；The traffic path to be recommended is shown in traffic path display area；Wherein, it is described
Traffic path includes trip place, can reach the effect that the traffic path recommended by mobile terminal is more in line with user demand
Fruit.
Based on the above technical solutions, optionally, the traffic path recommended models are to obtain default quantity
Other users are trained after the trip place of current location region and trip mode using machine learning means
Model, such as, the specific can be convolutional neural networks model.Wherein, default quantity can be 1,000 users, even more
A user, can get user current location information and current location information judges that user is not in the resident band of position
When, other a large number of users are obtained in scheme of going on a journey caused by current location, and as sample data, are trained, are obtained
Traffic path recommended models.In addition to this it is possible to by obtaining in network on local a large amount of travel informations, these are believed
Breath is trained, so as to obtain traffic path recommended models.The benefit so set be can by the study to mass data,
Obtain more meeting the traffic path to be recommended that user's trip is intended to, improve the usage experience of user.
Fig. 2 is the flow diagram of the recommendation method of another traffic path provided by the embodiments of the present application, such as Fig. 2 institutes
Show, this method includes：
S201, when detecting that map class application program is activated, obtain the current location information of user.
S202, when judging that user is not in the resident band of position according to the current location information, obtain current auxiliary
Supplementary information, wherein, the current auxiliary information includes current time and/or current weather information.
Wherein, current auxiliary information includes current time, current weather information or current time and current weather information,
Wherein, current time can be determined by obtaining the system time of mobile terminal.What deserves to be explained is if user's present bit
Confidence is ceased not in the country belonging to user's original Living city, then can be by reading the national time zone and primary work from network
National time zone difference belonging to city, then local current time is calculated by time zone computation rule, it can also be straight
The request that the time for obtaining current location is sent to server is connect, current time is determined according to the result that server is replied.Currently
Weather information can be obtained by the query result for the weather lookup application program for reading mobile terminal, or by service
Device sends weather lookup request, is obtained according to returning the result of asking of weather lookup.
S203, input the current location information and the current auxiliary information to traffic path recommended models.
Can be that user specify more rational travelling route according to current time and/or current weather information, than if any
The scenery in a little places is adapted to viewing and admiring in the rain just, then can recommend the scenery and traffic path first for user in the rainy day.Again
Then whether can be night or the night of closing on according to current time as some local scenery are adapted to view and admire at night, if
It is then further to be recommended.Furthermore it is possible to reference to above-mentioned example, a recommendation travel time is provided to the user, such as will
Go to certain sight spot to watch night scene, then when can be with 5 o'clock in the afternoon, be that to recommend the time be that 6 pm clock sets out to user, reach this
Behind sight spot, then just it can be seen that the night scene at the sight spot, avoids user because having gone early to also need to wait around sight spot, influence
User's views and admires experience.
S204, according to the output of the traffic path recommended models as a result, determining traffic path to be recommended.
S205, in traffic path display area show the traffic path to be recommended.
The technical program is on the basis of above-mentioned each technical solution, there is provided it is a kind of get current auxiliary information it
Afterwards, the scheme of traffic path to be recommended is provided to the user according to user current location information and current auxiliary information.So set
Benefit be that can provide more rational plan of travel to the user, avoid because the factor such as weather and time, influences user
Trip experience.
On the basis of above-mentioned each technical solution, optionally, in the output according to the traffic path recommended models as a result,
After determining traffic path to be recommended, further include：Obtain the scenery type in the trip place in the traffic path to be recommended；Root
According to the scenery type in the trip place, and the trip mode in the traffic path to be recommended, determine to recommend the travel time.
Wherein, scenery classification can be night scene, rain scape etc. with the time classification related with weather, can also be other classifications, for example see
Reward mode etc..It is exemplary, for example certain sight spot is particularly suitable for viewing and admiring in the rain, is found with reference to Weather information under ability meeting in second day afternoon
Rain, then can be that to recommend the travel time be that so setting can provide to the user more after beginning to rain second day afternoon to user
Add the trip scheme of science, be conducive to user's overall arrangement, can be clashed to avoid stroke.
Fig. 3 is the flow diagram of the recommendation method of another traffic path provided by the embodiments of the present application, such as Fig. 3 institutes
Show, this method includes：
S301, when detecting that map class application program is activated, obtain the current location information of user.
S302, when judging that user is not in the resident band of position according to the current location information, obtain user's
Historical position information.
Wherein, historical position information can be obtained by the historical data for the map class application program for obtaining user.
S303, according in the historical position information, historical position is not in the duration statistical result of the resident band of position,
Infer the travel duration parameters of user.
Exemplary, certain user can go out first difference each two moon, and the duration gone on business every time is about one week, then can root
According to the duration statistical result in historical position information, being not in the resident band of position, infer that user is not presently within resident position
Travel duration.
S304, according to the travel duration parameters, parameter adjustment is carried out to the traffic path recommended models.
According to travel duration parameters, parameter adjustment is carried out to traffic path recommended models, specific adjustment mode can be
According to the length of travel duration, adjustment is adapted to the traffic path preferential recommendation of the duration length, such as, a length of one during travel
Week, then can determine that user only has a weekend and can be used for playing, and according to the periphery sight spot of user current location information
Far and near and auxiliary information etc., sight spot and the trip scheme for recommending only play in two days for user.
The current location information, is inputted the traffic path recommended models to adjustment by S305.
S306, according to the output of the traffic path recommended models as a result, determining traffic path to be recommended.
S307, in traffic path display area show the traffic path to be recommended.
The technical program is on the basis of above-mentioned each technical solution, there is provided a kind of travel duration with user is as reference
Factor, recommends the traffic path for being adapted to this travel stroke of user for user, can improve recommended traffic path and be received
Degree so that improve user trip experience.
On the basis of above-mentioned each technical solution, optionally, in the output according to the traffic path recommended models as a result,
After determining traffic path to be recommended, further include：Judge whether the trip place in the traffic path to be recommended is contained in institute
State in historical position information；If so, being then adjusted to the traffic path to be recommended, the historical position is contained in reduce
Recommendation weight of the trip place in the traffic path to be recommended in information；It is described to show institute in traffic path display area
Traffic path to be recommended is stated, including：Traffic path to be recommended after the displaying adjustment of traffic path display area.Wherein, when treating
When recommendation traffic path is overlapped with historical position information, reduction that can be suitably is contained in going out in the historical position information
Recommendation weight of the row place in the traffic path to be recommended.How much is specific reduction, it is also contemplated that whether the trip place
Suitable repetition is viewed and admired, if be adapted to, can be reduced and be recommended weight few, be viewed and admired if not suitable for repetition, then can be by it
The recommendation weight is more, it might even be possible to is reduced to 0, that is, does not recommend the trip place.The technical program is in above-mentioned each skill
On the basis of art scheme, there is provided whether one kind can go to the sight spot according to user, and the recommendation weight to the sight spot is adjusted
It is whole, whether can not play in view of user to avoid the trip place recommended so, the worry brought to user.
Fig. 4 is a kind of structure diagram of the recommendation apparatus of traffic path provided by the embodiments of the present application, which can be by soft
Part and/or hardware realization, are typically integrated in mobile terminal, can be by performing the recommendation method of traffic path come to traffic path
Recommended.As shown in figure 4, the device includes：
Current location information acquisition module 401, for when detecting that map class application program is activated, obtaining user's
Current location information；
MIM message input module 402, judges that user is not in resident position area for working as according to the current location information
During domain, then the current location information is inputted to traffic path recommended models；
Traffic path determining module 403 to be recommended, for the output according to the traffic path recommended models as a result, determining
Traffic path to be recommended；
Recommending module 404, for showing the traffic path to be recommended in traffic path display area；
Wherein, the traffic path includes trip place.
The recommendation apparatus for the traffic path that the embodiment of the present application is provided, detects that map class application program is opened by working as
When dynamic, the current location information of user is obtained；When judging that user is not in resident position area according to the current location information
During domain, then the current location information is inputted to traffic path recommended models；According to the defeated of the traffic path recommended models
Go out as a result, determining traffic path to be recommended；The traffic path to be recommended is shown in traffic path display area；Wherein, it is described
Traffic path includes trip place, can reach the effect that the traffic path recommended by mobile terminal is more in line with user demand
Fruit.
On the basis of above-mentioned each technical solution, optionally, the traffic path further includes trip mode.
On the basis of above-mentioned each technical solution, optionally, described information input module 402, including：
Model training unit, judges that user is not in the resident band of position for working as according to the current location information
When, the traffic path recommended models of acquisition current location region；Wherein, the traffic path recommended models are to obtain in advance
If the other users of quantity after the trip place of current location region and trip mode, are instructed using machine learning means
The model got；
Model uses unit, for inputting the current location information to the traffic path recommended models.
On the basis of above-mentioned each technical solution, optionally, described information input module 402, further includes：
Auxiliary information acquiring unit, for obtaining current auxiliary information, wherein, when the current auxiliary information includes current
Between and/or current weather information；
Correspondingly, the model uses unit, it is specifically used for：
The current location information and the current auxiliary information are inputted to traffic path recommended models.
On the basis of above-mentioned each technical solution, optionally, described information input module 402, further includes：
Historical position information acquiring unit, for obtaining the historical position information of user；
Travel duration infers unit, for according in the historical position information, historical position to be not in resident position area
The duration statistical result in domain, infers the travel duration parameters of user；
Model adjustment unit, for according to the travel duration parameters, parameter to be carried out to the traffic path recommended models
Adjustment.
On the basis of above-mentioned each technical solution, optionally, the traffic path determining module 403 to be recommended, further includes：
Overlapping judging unit, for judging whether the trip place in the traffic path to be recommended is contained in the history
In positional information；
Weight adjustment unit, if the judging result for overlapping judging unit is yes, to the traffic path to be recommended
It is adjusted, to reduce recommendation of the trip place in the traffic path to be recommended being contained in the historical position information
Weight；
The recommending module 404, including：
Recommendation unit, for the traffic path to be recommended after the displaying adjustment of traffic path display area.
On the basis of above-mentioned each technical solution, optionally, the traffic path determining module to be recommended, further includes：
Scenery type acquiring unit, for obtaining the scenery type in the trip place in the traffic path to be recommended；
Travel time recommendation unit, for according to it is described trip place scenery type, and it is described it is to be recommended go out walking along the street
Trip mode in line, determines to recommend the travel time.
The said goods can perform the method that any embodiment of the present invention is provided, and possess the corresponding function module of execution method
And beneficial effect.
The embodiment of the present application also provides a kind of storage medium for including computer executable instructions, and the computer can perform
Instruct includes when being performed by computer processor for a kind of recommendation method for performing traffic path, this method：
When detecting that map class application program is activated, the current location information of user is obtained；
When judging that user is not in the resident band of position according to the current location information, then by the current location
Information is inputted to traffic path recommended models；
According to the output of the traffic path recommended models as a result, determining traffic path to be recommended；
The traffic path to be recommended is shown in traffic path display area；
Wherein, the traffic path includes trip place.
Storage medium --- any various types of memory devices or storage device.Term " storage medium " is intended to wrap
Include：Install medium, such as CD-ROM, floppy disk or magnetic tape equipment；Computer system memory or random access memory, such as
DRAM, DDR RAM, SRAM, EDO RAM, blue Bath (Rambus) RAM etc.；Nonvolatile memory, such as flash memory, magnetizing mediums
(such as hard disk or optical storage)；Memory component of register or other similar types etc..Storage medium can further include other
The memory of type or its combination.In addition, storage medium can be located at program in the computer system being wherein performed, or
It can be located in different second computer systems, second computer system is connected to computer by network (such as internet)
System.Second computer system can provide programmed instruction and be used to perform to computer.Term " storage medium " can include can
To reside in diverse location two or more storage mediums of (such as in different computer systems by network connection).
Storage medium can store the programmed instruction (such as being implemented as computer program) that can be performed by one or more processors.
Certainly, a kind of storage medium for including computer executable instructions that the embodiment of the present application is provided, its computer
The recommendation operation for the traffic path that executable instruction is not limited to the described above, can also carry out the application any embodiment and is provided
Traffic path recommendation method in relevant operation.
The embodiment of the present application provides a kind of mobile terminal, can be integrated in the mobile terminal it is provided by the embodiments of the present application go out
The recommendation apparatus of walking along the street line.Fig. 5 is a kind of structure diagram of mobile terminal provided by the embodiments of the present application.As shown in figure 5, should
Mobile terminal can include：Memory 501, central processing unit (Central Processing Unit, CPU) 502 (are also known as located
Manage device, hereinafter referred to as CPU), circuit board (not shown) and power circuit (not shown).The circuit board is placed in institute
State the interior volume that housing surrounds；The CPU502 and the memory 501 are arranged on the circuit board；The power supply electricity
Road, for each circuit or the device power supply for the mobile terminal；The memory 501, for storing executable program generation
Code；The CPU502 is run and the executable journey by reading the executable program code stored in the memory 501
The corresponding computer program of sequence code, to realize following steps：
When detecting that map class application program is activated, the current location information of user is obtained；
When judging that user is not in the resident band of position according to the current location information, then by the current location
Information is inputted to traffic path recommended models；
According to the output of the traffic path recommended models as a result, determining traffic path to be recommended；
The traffic path to be recommended is shown in traffic path display area；
Wherein, the traffic path includes trip place.
The mobile terminal further includes：Peripheral Interface 503, RF (Radio Frequency, radio frequency) circuit 505, audio-frequency electric
Road 506, loudspeaker 511, power management chip 508, input/output (I/O) subsystem 509, touch-screen 512, other input/controls
Control equipment 510 and outside port 504, these components are communicated by one or more communication bus or signal wire 507.
It should be understood that diagram mobile terminal 500 is only an example of mobile terminal, and mobile terminal 500
Can have than more or less components shown in figure, can combine two or more components, or can be with
Configured with different components.Various parts shown in figure can be including one or more signal processings and/or special
Hardware, software including integrated circuit are realized in the combination of hardware and software.
Just the recommendation mobile terminal provided in this embodiment for traffic path is described in detail below, and the movement is whole
End is by taking mobile phone as an example.
Memory 501, the memory 501 can be accessed by CPU502, Peripheral Interface 503 etc., and the memory 501 can
Including high-speed random access memory, can also include nonvolatile memory, such as one or more disk memories,
Flush memory device or other volatile solid-state parts.
The peripheral hardware that outputs and inputs of equipment can be connected to CPU502 and deposited by Peripheral Interface 503, the Peripheral Interface 503
Reservoir 501.
I/O subsystems 509, the I/O subsystems 509 can be by the input/output peripherals in equipment, such as touch-screen 512
With other input/control devicess 510, Peripheral Interface 503 is connected to.I/O subsystems 509 can include 5091 He of display controller
For controlling one or more input controllers 5092 of other input/control devicess 510.Wherein, one or more input controls
Device 5092 processed receives electric signal from other input/control devicess 510 or sends electric signal to other input/control devicess 510,
Other input/control devicess 510 can include physical button (pressing button, rocker buttons etc.), dial, slide switch, behaviour
Vertical pole, click on roller.What deserves to be explained is input controller 5092 can with it is following any one be connected：Keyboard, infrared port,
The instruction equipment of USB interface and such as mouse.
Touch-screen 512, the touch-screen 512 are the input interface and output interface between customer mobile terminal and user,
Visual output is shown to user, visual output can include figure, text, icon, video etc..
Display controller 5091 in I/O subsystems 509 receives electric signal from touch-screen 512 or is sent out to touch-screen 512
Electric signals.Touch-screen 512 detects the contact on touch-screen, and the contact detected is converted to and shown by display controller 5091
The interaction of user interface object on touch-screen 512, that is, realize human-computer interaction, the user interface being shown on touch-screen 512
Icon that object can be the icon of running game, be networked to corresponding network etc..What deserves to be explained is equipment can also include light
Mouse, light mouse is not show the touch sensitive surface visually exported, or the extension of the touch sensitive surface formed by touch-screen.
RF circuits 505, are mainly used for establishing the communication of mobile phone and wireless network (i.e. network side), realize mobile phone and wireless network
The data receiver of network and transmission.Such as transmitting-receiving short message, Email etc..Specifically, RF circuits 505 receive and send RF letters
Number, RF signals are also referred to as electromagnetic signal, and RF circuits 505 convert electrical signals to electromagnetic signal or electromagnetic signal is converted to telecommunications
Number, and communicated by the electromagnetic signal with communication network and other equipment.RF circuits 505 can include being used to perform
The known circuit of these functions, it includes but not limited to antenna system, RF transceivers, one or more amplifiers, tuner, one
A or multiple oscillators, digital signal processor, CODEC (COder-DECoder, coder) chipset, user identifier mould
Block (Subscriber Identity Module, SIM) etc..
Voicefrequency circuit 506, is mainly used for receiving voice data from Peripheral Interface 503, which is converted to telecommunications
Number, and the electric signal is sent to loudspeaker 511.
Loudspeaker 511, for the voice signal for receiving mobile phone from wireless network by RF circuits 505, is reduced to sound
And play the sound to user.
Power management chip 508, the hardware for being connected by CPU502, I/O subsystem and Peripheral Interface are powered
And power management.
Mobile terminal provided by the embodiments of the present application, can reach the traffic path recommended by mobile terminal and be more in line with
The effect of user demand.
Recommendation apparatus, storage medium and the mobile terminal of the traffic path provided in above-described embodiment can perform the application and appoint
The recommendation method for the traffic path that meaning embodiment is provided, possesses and performs the corresponding function module of this method and beneficial effect.Not
The ins and outs of detailed description in the above-described embodiments, reference can be made to the recommendation for the traffic path that the application any embodiment is provided
Method.
Note that it above are only preferred embodiment and the institute's application technology principle of the application.It will be appreciated by those skilled in the art that
The application is not limited to specific embodiment described here, can carry out for a person skilled in the art various obvious changes,
The protection domain readjusted and substituted without departing from the application.Therefore, although being carried out by above example to the application
It is described in further detail, but the application is not limited only to above example, in the case where not departing from the application design, also
It can include other more equivalent embodiments, and scope of the present application is determined by scope of the appended claims.
Claims (10)
1. a kind of recommendation method of traffic path, it is characterised in that including：
When detecting that map class application program is activated, the current location information of user is obtained；
When judging that user is not in the resident band of position according to the current location information, then by the current location information
Input to traffic path recommended models；
According to the output of the traffic path recommended models as a result, determining traffic path to be recommended；
The traffic path to be recommended is shown in traffic path display area；
Wherein, the traffic path includes trip place.
2. according to the method described in claim 1, it is characterized in that, the traffic path further includes trip mode.
3. according to the method described in claim 2, it is characterized in that, the traffic path recommended models are to obtain default quantity
Other users after the trip place of current location region and trip mode, train to obtain using machine learning means
Model.
4. according to the method described in claim 3, it is characterized in that, pushed away inputting the current location information to traffic path
Before recommending model, further include：
Current auxiliary information is obtained, wherein, the current auxiliary information includes current time and/or current weather information；
Correspondingly, the current location information is inputted to traffic path recommended models, including：
The current location information and the current auxiliary information are inputted to traffic path recommended models.
5. according to the method described in claim 3, it is characterized in that, in the output knot according to the traffic path recommended models
Fruit, before determining traffic path to be recommended, further includes：
Obtain the historical position information of user；
According in the historical position information, historical position is not in the duration statistical result of the resident band of position, infers user
Travel duration parameters；
According to the travel duration parameters, parameter adjustment is carried out to the traffic path recommended models.
6. according to the method described in claim 5, it is characterized in that, in the output knot according to the traffic path recommended models
Fruit, after determining traffic path to be recommended, further includes：
Judge whether the trip place in the traffic path to be recommended is contained in the historical position information；
If so, then the traffic path to be recommended is adjusted, to reduce the trip being contained in the historical position information
Recommendation weight of the place in the traffic path to be recommended；
It is described to show the traffic path to be recommended in traffic path display area, including：
Traffic path to be recommended after the displaying adjustment of traffic path display area.
7. according to the method described in claim 1, it is characterized in that, in the output knot according to the traffic path recommended models
Fruit, after determining traffic path to be recommended, further includes：
Obtain the scenery type in the trip place in the traffic path to be recommended；
According to the scenery type in the trip place, and the trip mode in the traffic path to be recommended, determine to recommend
The row time.
A kind of 8. recommendation apparatus of traffic path, it is characterised in that including：
Current location information acquisition module, for when detecting that map class application program is activated, obtaining the present bit of user
Confidence ceases；
MIM message input module, for when judging that user is not in the resident band of position according to the current location information, then
The current location information is inputted to traffic path recommended models；
Traffic path determining module to be recommended, for the output according to the traffic path recommended models as a result, determining to be recommended
Traffic path；
Recommending module, for showing the traffic path to be recommended in traffic path display area；
Wherein, the traffic path includes trip place.
9. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the program is held by processor
The recommendation method of the traffic path as described in any in claim 1-7 is realized during row.
10. a kind of mobile terminal, including memory, processor and storage are on a memory and can be in the computer of processor operation
Program, it is characterised in that the processor realizes going out as described in any in claim 1-7 when performing the computer program
The recommendation method of walking along the street line.
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| CN201711391891.8A CN107941234A (en) | 2017-12-21 | 2017-12-21 | Recommendation method, apparatus, storage medium and the mobile terminal of traffic path |
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| CN201711391891.8A CN107941234A (en) | 2017-12-21 | 2017-12-21 | Recommendation method, apparatus, storage medium and the mobile terminal of traffic path |
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109472204A (en) * | 2018-10-08 | 2019-03-15 | 咪咕互动娱乐有限公司 | A kind of methods of exhibiting of moving line, device and computer readable storage medium |
| CN110348909A (en) * | 2019-07-16 | 2019-10-18 | 百度在线网络技术（北京）有限公司 | Acquisition methods, device, equipment and the storage medium of shop evaluation |
| CN110852792A (en) * | 2019-10-28 | 2020-02-28 | 海南太美航空股份有限公司 | Big data analysis-based airline value evaluation method and related products |
| CN111125179A (en) * | 2018-10-30 | 2020-05-08 | 百度在线网络技术（北京）有限公司 | Travel mode determination method, travel mode determination device, travel mode determination equipment and storage medium |
| CN111125558A (en) * | 2019-12-27 | 2020-05-08 | 上海擎感智能科技有限公司 | Travel recommendation method and system, computer readable storage medium and mobile terminal |
| CN112069401A (en) * | 2020-08-26 | 2020-12-11 | 北京百度网讯科技有限公司 | Travel mode recommendation method and device, electronic equipment and storage medium |
| CN112884244A (en) * | 2021-03-17 | 2021-06-01 | 江苏唱游数据技术有限公司 | Big data-based tourism route planning navigation system and method |
| CN113139138A (en) * | 2020-01-19 | 2021-07-20 | 百度在线网络技术（北京）有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| CN113378078A (en) * | 2020-02-25 | 2021-09-10 | 百度在线网络技术（北京）有限公司 | Application program interaction control method and device, electronic equipment and storage medium |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102278995A (en) * | 2011-04-27 | 2011-12-14 | 中国石油大学(华东) | Bayes path planning device and method based on GPS (Global Positioning System) detection |
| CN104102638A (en) * | 2013-04-02 | 2014-10-15 | 北京百度网讯科技有限公司 | Position information based push method, push system and push device |
| CN105302916A (en) * | 2015-11-16 | 2016-02-03 | 北京百度网讯科技有限公司 | Information recommendation method and device |
| CN105628048A (en) * | 2016-03-02 | 2016-06-01 | 腾讯科技（深圳）有限公司 | Map information processing method and terminal |
| CN106643775A (en) * | 2017-02-23 | 2017-05-10 | 高域（北京）智能科技研究院有限公司 | Navigation method based on big data machine learning and navigation system thereof |
| CN107111794A (en) * | 2015-01-11 | 2017-08-29 | 微软技术许可有限责任公司 | Prediction and the changeability using the travel time in Map Services |
-
2017
- 2017-12-21 CN CN201711391891.8A patent/CN107941234A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102278995A (en) * | 2011-04-27 | 2011-12-14 | 中国石油大学(华东) | Bayes path planning device and method based on GPS (Global Positioning System) detection |
| CN104102638A (en) * | 2013-04-02 | 2014-10-15 | 北京百度网讯科技有限公司 | Position information based push method, push system and push device |
| CN107111794A (en) * | 2015-01-11 | 2017-08-29 | 微软技术许可有限责任公司 | Prediction and the changeability using the travel time in Map Services |
| CN105302916A (en) * | 2015-11-16 | 2016-02-03 | 北京百度网讯科技有限公司 | Information recommendation method and device |
| CN105628048A (en) * | 2016-03-02 | 2016-06-01 | 腾讯科技（深圳）有限公司 | Map information processing method and terminal |
| CN106643775A (en) * | 2017-02-23 | 2017-05-10 | 高域（北京）智能科技研究院有限公司 | Navigation method based on big data machine learning and navigation system thereof |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109472204A (en) * | 2018-10-08 | 2019-03-15 | 咪咕互动娱乐有限公司 | A kind of methods of exhibiting of moving line, device and computer readable storage medium |
| CN111125179A (en) * | 2018-10-30 | 2020-05-08 | 百度在线网络技术（北京）有限公司 | Travel mode determination method, travel mode determination device, travel mode determination equipment and storage medium |
| CN111125179B (en) * | 2018-10-30 | 2023-10-20 | 百度在线网络技术（北京）有限公司 | Travel mode determining method, device, equipment and storage medium |
| CN110348909A (en) * | 2019-07-16 | 2019-10-18 | 百度在线网络技术（北京）有限公司 | Acquisition methods, device, equipment and the storage medium of shop evaluation |
| CN110852792A (en) * | 2019-10-28 | 2020-02-28 | 海南太美航空股份有限公司 | Big data analysis-based airline value evaluation method and related products |
| CN110852792B (en) * | 2019-10-28 | 2023-10-03 | 海南太美航空股份有限公司 | Route value evaluation method based on big data analysis and related products |
| CN111125558A (en) * | 2019-12-27 | 2020-05-08 | 上海擎感智能科技有限公司 | Travel recommendation method and system, computer readable storage medium and mobile terminal |
| CN113139138B (en) * | 2020-01-19 | 2024-04-09 | 百度在线网络技术（北京）有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| CN113139138A (en) * | 2020-01-19 | 2021-07-20 | 百度在线网络技术（北京）有限公司 | Information recommendation method and device, electronic equipment and storage medium |
| CN113378078B (en) * | 2020-02-25 | 2023-02-21 | 百度在线网络技术（北京）有限公司 | Application program interaction control method and device, electronic equipment and storage medium |
| CN113378078A (en) * | 2020-02-25 | 2021-09-10 | 百度在线网络技术（北京）有限公司 | Application program interaction control method and device, electronic equipment and storage medium |
| CN112069401A (en) * | 2020-08-26 | 2020-12-11 | 北京百度网讯科技有限公司 | Travel mode recommendation method and device, electronic equipment and storage medium |
| CN112884244A (en) * | 2021-03-17 | 2021-06-01 | 江苏唱游数据技术有限公司 | Big data-based tourism route planning navigation system and method |
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Application publication date: 20180420 |