CN109947871A - Personalized line information method for pushing and device - Google Patents
Personalized line information method for pushing and device Download PDFInfo
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- CN109947871A CN109947871A CN201710620451.9A CN201710620451A CN109947871A CN 109947871 A CN109947871 A CN 109947871A CN 201710620451 A CN201710620451 A CN 201710620451A CN 109947871 A CN109947871 A CN 109947871A
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Abstract
The present invention provides a kind of personalized line information method for pushing and device, method includes: according to current time, it is analyzed by the historical behavior data to user, obtains the interested place of user in the affiliated period at current time, and the destination that the place is currently gone on a journey as user；Search can reach the travel route of the destination, and be pushed to the user.It by this programme, is manually entered without user, can accurately and reliably analyze the destination that user currently goes on a journey, and then the position being currently located based on user, pushed corresponding travel route to user, improve the convenience of route push, user is facilitated to go on a journey.
Description
Technical field
The present invention relates to public transport field more particularly to a kind of personalized line information method for pushing and device.
Background technique
Intelligent Public Transportation System is combined closely the actual conditions of urban public transport instantly, by advanced scientific skill
Art constructs a set of accurate, complicated, huge vehicle for public transport networked video monitoring management system in conjunction with humanized ground design concept
System, provides visualized management service for public transport transportation, and then provide convenient service for Public Traveling, is Public Traveling
Safety provides sound assurance.By taking public transport field as an example, by the construction of perfect public communication information service system, the present public can
Accurately to obtain travel route information, vehicle real time etc. by the way that mobile phone, entity electronic station board etc. are convenient, become public transport
Optimum, safety, economy, comfortable trip mode.
In existing scheme, if user needs to carry out travel route inquiry or search, need to input or select departure place,
And destination, it is subsequent, route search is carried out according to the starting point of user's input and destination from the background.As it can be seen that existing line
In road push scheme, user requires to be manually entered departure place and destination, and process is cumbersome, not convenient enough.
Summary of the invention
The present invention provides a kind of personalized line information method for pushing and device, for solving existing route push scheme
Process is cumbersome, not convenient enough problem.
The first aspect of the invention is to provide a kind of personalized line information method for pushing, comprising: according to current time,
Analyzed by the historical behavior data to the user, obtain the affiliated period at current time in the user interestedly
Point, and the destination that the place is currently gone on a journey as user；Search can reach the travel route of the destination, and push away
Give the user.
Another aspect of the present invention is to provide a kind of personalized line information driving means, comprising: analysis module is used for
It according to current time, is analyzed, is obtained described in the affiliated period at current time by the historical behavior data to the user
The interested place of user, and the destination that the place is currently gone on a journey as user；Pushing module can be arrived for searching for
Up to the travel route of the destination, and it is pushed to the user.
Personalization line information method for pushing and device provided by the invention, according to current time, by the user
Historical behavior data analyzed, obtain the affiliated period at current time in the interested place of user, so that it is determined that go out
The destination that user currently goes on a journey, and then the travel route that can reach the destination is searched for, and be pushed to the user.We
Case is manually entered without user, can accurately and reliably analyze the destination that user currently goes on a journey, and then current based on user
The position at place pushes corresponding travel route to user, improves the convenience of route push, user is facilitated to go on a journey.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is the present invention
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.
Figure 1A~Fig. 1 E is the flow diagram for the personalized line information method for pushing that the embodiment of the present invention one provides；
Fig. 2A~Fig. 2 E is the structural schematic diagram of personalized line information driving means provided by Embodiment 2 of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
Figure 1A is a kind of flow diagram for personalized line information method for pushing that the embodiment of the present invention one provides, and is such as schemed
Shown in 1A, the present embodiment is applied to illustrate in personalized line information driving means with the personalization line information method for pushing
Illustrate, this method comprises:
101, it according to current time, is analyzed by the historical behavior data to user, when acquisition current time is affiliated
The interested place of user in section, and the destination that the place is currently gone on a journey as user.
102, search can reach the travel route of the destination, and be pushed to the user.
In practical application, personalized line information driving means can be independently arranged, and also be can integrate setting and set other
It is standby upper, for example, smart phone, computer, server etc..
For example with actual scene: the case where being based on real-time monitoring, when discovery meets the triggering to user's push route
When condition, for example, when user needs to plan travel route, it will usually open corresponding software application, and enter circuit query or
Navigation interface pushes the personalized route of the user at this point, can be realized by this programme.Specifically, in the present solution,
It first according to current time, is analyzed, is obtained in historical record, at current time by the historical behavior data to user
The interested place of user in the affiliated period, and the destination that the place is currently gone on a journey as user；It is deducing
Behind the destination of user, search can reach the travel route of the destination, and be pushed to the user.Purpose in this programme
Ground is the historical behavior data based on user, and combines user and carry out analysis acquisition in the behavioural habits of different periods,
Therefore, which can reflect that user currently wishes the place gone to true and reliablely, thus manual without user
In the case where input, route push is rapidly and accurately realized.Specifically, being based on user's history behavior, a variety of implementations can be passed through
Mode, which is analyzed, obtains the current destination of user.
Specifically, travel route here can for by any public transport, for example, shared vehicle, taxi,
The route of the realizations such as express etc., or the public transport with fixed station, such as bus, subway.For example, institute
Stating travel route can include but is not limited to: one of public transport lines such as public bus network and subway line are a variety of
Combination.
As an embodiment, as shown in Figure 1B, Figure 1B is that the another kind that the embodiment of the present invention one provides is personalized
The flow diagram of line information method for pushing, on the basis of aforementioned any embodiment, 101 be can specifically include:
1011, according to the historical behavior data of the user, the place of user's search under different periods is counted；
1012, from the place that user described under different periods searches for, the user is filtered out belonging to the current time
The place searched under period obtains ground to be selected point set；
1013, the number that each place is searched in the to be selected ground point set is counted, and by the ground to be selected point set
In the most place of number that is searched, the destination currently gone on a journey as the user.
For example with actual scene: according to the historical behavior data of user, which may include user
Historical search record, count the place of user's search and the time of search, and then according to the period divided in advance, establish not
Data are searched for the user under the period, record has the place of user's historical search in the data, further, from different periods
It in the place of lower user search, filters out in the period belonging to current time, the place of user's history search, and by these ground
Point is used as place to be selected, establishes ground to be selected point set.The searched number in each place, quilt in subsequent statistical ground to be selected point set
The more place of searching times more can truely and accurately reflect the behavioural habits of user, therefore the ground that searched number is most
The destination that point is currently gone on a journey as user, and then the travel route that can reach the destination is searched for, and be pushed to the use
Family.
As an example it is assumed that the historical behavior data of statistical analysis user, discovery is used in the period of 9. -10 point of the morning
The destination that family would generally be searched for is working place, for example, Xizhimen, then based on the historical search data to this user
Analysis, it is assumed that be currently 9 thirty, detect that user opens application, enter search interface, then can deduce user and currently feel emerging
The destination of interest should be Xizhimen.
Present embodiment, the historical search record based on user, binding time factor, what analysis user currently needed to go to
Destination, and route push is carried out based on the destination, to quick and precisely realize route push.
As another embodiment, as shown in Figure 1 C, Fig. 1 C is another individual character that the embodiment of the present invention one provides
Change the flow diagram of line information method for pushing, on the basis of aforementioned any embodiment, 101 be can specifically include:
1014, according to the historical behavior data of the user, the position under different periods where the user is counted, is obtained
Obtain historical position set；
1015, if current time is affiliated into the historical position set position under current time where the user
The distance between position where the lower user of section is more than preset threshold value, then will be belonging to current time in the historical position set
Position under period where user, the destination currently gone on a journey as the user.
For example with actual scene: according to the historical behavior data of user, which may include user
Historical position information, count user under different periods often where place, obtain historical position set, the history bit
It sets set and is able to reflect normal orientation of the user under different periods, that is, user has demand or sense emerging under different periods
The place of interest further from the position where user under different periods, filters out in the period belonging to current time,
The historical position of user, whether the position that detection user is currently located is near the historical position, if nearby, can be based on it
Its embodiment determines the current destination of user, if but not nearby, i.e., the distance between this two place exceeds centainly
Threshold value can then speculate that user probably needs to go to the historical position, therefore will be where user under the affiliated period at current time
The destination currently gone on a journey as user of historical position, and then search for the travel route that can reach the destination, and push
To the user.
As an example it is assumed that counting the position under different periods where certain user daily, 10 points of the morning are found by analysis
To 11 points of periods, user is usually located at working place, for example, Xizhimen.It is assumed that the current time is 10 points of the morning
20, and the position that user is currently located can then deduce before user is currently likely to require westerly not near Xizhimen
Straight door.
Present embodiment, the historical position information based on user, binding time factor, what analysis user currently needed to go to
Destination, and route push is carried out based on the destination, to quick and precisely realize route push.
As another embodiment, as shown in figure iD, Fig. 1 D is another individual character that the embodiment of the present invention one provides
Change the flow diagram of line information method for pushing, on the basis of aforementioned any embodiment, 101 be can specifically include:
1016, according to the historical behavior data of the user, the history trip for counting the user under different periods is ordered
It is single；
1017, by the destination in the history trip order of user under the affiliated period at current time, work as the user
The destination of preceding trip.
For example with actual scene: according to the historical behavior data of user, which may include user
History go on a journey order, the order can by go on a journey application software back-end data obtain, for example, express order, about vehicle are ordered
It is single etc., count history trip order of the user under different periods, further, the history trip of user under different periods
In order, the history trip order of user in the period belonging to current time is filtered out, and will be in history trip order
The destination that destination is currently gone on a journey as user, and then the travel route that can reach the destination is searched for, and be pushed to institute
State user.
It finds as an example it is assumed that carrying out analysis to the history trip order of certain user in certain time period, such as afternoon 6
O'clock to 7 points, user is often requested using place of going to work as starting point, with family, for example, western Tu Cheng, is the express order of destination, or
The business that a series of applications such as person's taxi order or route planning are supported.Correspondingly, assume that current time is 6 pm,
The destination that user's current interest can then be deduced should be Xi Tucheng.
Present embodiment, the history trip order based on user, binding time factor, what analysis user currently needed to go to
Destination, and route push is carried out based on the destination, to quick and precisely realize route push.
It should be noted that above-mentioned several embodiments both can individually be implemented, it can also be in conjunction with implementation.For example,
The priority of each embodiment can be ranked up according to the actual situation, such as can be preferential with the recent behavior of user, or
Person will meet the places of above-mentioned three kinds of embodiments as the destination finally deduced simultaneously, then alternatively, can be based on user
The position being currently located and the distance between the destination deduced judge using the estimation result of which kind of embodiment as most
Whole destination, for example, it is assumed that being located near user's present position based on the destination that certain embodiment deduces, then
Illustrate that demand of the user currently to the place is little, then the destination accordingly deduced using other embodiment is as finally
Destination, the present embodiment are not limited herein.
Optionally, in the present embodiment, the place that user is currently located can be based on GPS positioning technology, for example, passing through user
The mobile terminal of carrying carries out positioning acquisition, and the current time can use the current time of background server local, Huo Zheye
The time can be packaged upload by the current time for the terminal local that can be carried using user, terminal together with place.Specifically
, the history travel behaviour of the preparatory statistics and analysis user of the present embodiment, for example, the associated place of historical time section, this association
Place of the place including user's search where perhaps user is practical is again or user goes on a journey the destination of order, based on to
Accurately deducing user currently wishes the destination gone to for the analysis of family historical behavior.
Wherein, the period in the present embodiment can determine according to the efficiency and precision of analysis, for example, one day can be pressed
It is 24 and period according to one Time segments division of each hour, or can also be targeted, for being easy to happen in daytime
It the period of place variation, finely being divided, i.e., the time range of each period is smaller, and relatively more fixed to place in night
Period is divided roughly.
In practical application, user's sense is emerging in the affiliated period at current time that the historical behavior data analysis based on user obtains
The place of interest may have multiple, can also include: to obtain user after 101 correspondingly, in aforementioned any embodiment
The position being currently located；From the interested place of the user, remove between the position that it is currently located with the user
Distance is less than the place of preset threshold.Specifically, present embodiment, user is interested in obtaining the affiliated period at current time
Behind place, pre-sifted is first carried out to these places based on the position that user is currently located, filters out the place near user.Because real
In the trip scene on border, user adjust the distance the closer place in itself current location circuit query demand it is usually little, therefore, this
Embodiment first filters out these places, to improve the efficiency and accuracy of route push.
Specifically, can also be ranked up to these travel routes after searching out line related, then by the route after sequence
It is pushed to user.The strategy specifically to sort can be preset.For example, ordering rule can be carried out based on the transfer rule of default
Sequence.For another example in addition to individual subscriber, can be combined with other users pass through frequently with route, by route temperature higher one
The sequence of a little routes suitably adjusts in advance.Specifically, analyzing the purpose that user currently may need to go to through the above scheme
Behind ground, search can reach the route of the destination, for example, by the route near the destination.Further, it can also sieve
Select several circuit recommendations therein to user, specifically, the rule of screening can react the actual demand of user, for example, user
The route that most probable is used or needed can be screened out.And the actual demand of user again may be by analysis user
Some historical behaviors obtain, for individual subscriber, user's history click more route or more access and
The route of inquiry can reflect that the route that user may currently need, these routes can screen to a certain extent
Recommend user.
In addition, be there are also a kind of actual scene, it is current that user can not may be guessed really based on historical behavior data
Destination, for example, active user for unexpected or temporary needs, is not accustomed to going on a journey, it is possible to lead to not according to user
The current destination of user is evaluated based on user's history habit.
Correspondingly, as referring to figure 1E, Fig. 1 E is another personalized line information push that the embodiment of the present invention one provides
The flow diagram of method, on the basis of aforementioned any embodiment, the method also includes:
If current time corresponding historical behavior data 103, are not present in the historical behavior data of the user, it is based on
Position where active user will be pushed to the user by the public bus network of the bus station near the user；
104, it is selected according to user, establishes the position where affiliated period at current time, active user and the user
Incidence relation between the public bus network of selection establishes line set to be selected；
Can also include: in 105, the detection line set to be selected correspondingly, before 101, if exist with currently
Affiliated period at moment and the corresponding public bus network in position where active user, and if it exists, be then pushed to the public bus network
The user；
Correspondingly, 101 can specifically include: if it does not exist, then according to current time, in conjunction with the historical behavior of the user
Data analyze the destination that user currently goes on a journey.
Specifically, first according to current time, being divided by the historical behavior data to user in present embodiment
The interested place of user's history within the affiliated period at current time is searched in analysis.But in practical application, due to going out for user
There are the scenes of contingency for row demand, therefore, in the present solution, assume user historical behavior data in there is no and current time
Relevant data of affiliated period, then can not the destination current to user carry out analysis supposition.At this point it is possible to be worked as based on user
Preceding position is pushed to user by the bus station near user and by the public bus network of these bus stations, according to user
Selection, the position that the period in conjunction with belonging to current time and user are currently located, settling time, user location and user
Association corresponding relationship between the public bus network of selection forms the line set to be selected of the user.It is subsequent to be needed again to the use
When family pushes route, can first it be found out from the line set to be selected of the user based on the position where current time and user
Corresponding public bus network is pushed to user, otherwise, the destination that the historical behavior data analysis user based on user currently goes on a journey,
And then the route that will reach the destination is pushed to user.
For example, in the case of can not estimate customer objective ground, can by neighbouring website according to distance by closely extremely
It far carries out arrangement to show, these the nearest websites for being also based on user current location are chosen some routes for stopping the website and pushed away
It recommends to user, the route because user would generally choose and take pubic transport nearby.While recommending these routes, if user's point
Selection is hit, then the route that user clicks selection is further subjected to recommendation displaying, and by this route and the current position of user
It sets and is matched and stored with the time.When subsequent detection to user is again positioned at the place and time match, then will directly use
The circuit recommendation of this selection of family is to user.
Based on present embodiment, the route pushed to user can be higher preferential with the route that user's history was clicked
Grade, with other users pass through frequently with hot travel route be secondary priority route recommend to user.Present embodiment is logical
It crosses and establishes line set to be selected, the accidental trip requirements of user can be accurately held, improve the reliability of route push.
Personalization line information method for pushing provided in this embodiment, according to current time, by being gone through to the user
History behavioral data is analyzed, and the interested place of user in the affiliated period at current time is obtained, so that it is determined that user out
The destination currently gone on a journey, and then the travel route that can reach the destination is searched for, and be pushed to the user.This programme without
It needs user to be manually entered, can accurately and reliably analyze the destination that user currently goes on a journey, and then be currently located based on user
Position, push corresponding travel route to user, improve the convenience of route push, user is facilitated to go on a journey.
Fig. 2A is a kind of structural schematic diagram of personalized line information driving means provided by Embodiment 2 of the present invention, is such as schemed
Shown in 2A, which includes:
Analysis module 21 obtains current for being analyzed by the historical behavior data to user according to current time
The interested place of user in the affiliated period at moment, and the destination that the place is currently gone on a journey as user；
Pushing module 22 for searching for the travel route that can reach the destination, and is pushed to the user.
In practical application, personalized line information driving means can be independently arranged, and also be can integrate setting and set other
It is standby upper, for example, smart phone, computer, server etc..
For example with actual scene: the case where being based on real-time monitoring, when discovery meets the triggering to user's push route
When condition, analysis module 21 is analyzed according to current time by the historical behavior data to user, is obtained in historical record
In, the interested place of user within the affiliated period at current time, and the mesh that the place is currently gone on a journey as user
Ground；For pushing module 22 after analysis module 21 deduces the destination of user, search can reach the line out of the destination
Road, and it is pushed to the user.Specifically, being based on user's history behavior, it can be analyzed by numerous embodiments and obtain user
Current destination.
As an embodiment, as shown in Figure 2 B, Fig. 2 B is provided by Embodiment 2 of the present invention another personalized
The structural schematic diagram of line information driving means, on the basis of aforementioned any embodiment, analysis module 21 may include:
First statistic unit 211 counts the use under different periods for the historical behavior data according to the user
The place of family search；
Screening unit 212, for filtering out the user current from the place that user described under different periods searches for
The place searched under period belonging to moment obtains ground to be selected point set；
First processing units 213, for counting the searched number in each place in the ground to be selected point set, and by institute
State the most place of the number being searched in ground to be selected point set, the destination currently gone on a journey as the user.
For example with actual scene: the first statistic unit 211 counts user and goes through according to the historical behavior data of user
The place of history search and the time of search, the user established under different periods search for data, and record has user's history in the data
The place searched for, further, screening unit 212 filter out when current from the place that user under different periods searches for
In period belonging to carving, ground to be selected point set is established in the place of user's history search.Subsequent first processing units 213 statistics to
The searched number in each place, the purpose that the most place of searched number is currently gone on a journey as user in selection of land point set
Ground, pushing module 22 searches for the travel route that can reach the destination, and is pushed to the user.
Present embodiment, the historical search record based on user, binding time factor, what analysis user currently needed to go to
Destination, and route push is carried out based on the destination, to quick and precisely realize route push.
As another embodiment, as shown in Figure 2 C, Fig. 2 C is another individual character provided by Embodiment 2 of the present invention
Change the structural schematic diagram of line information driving means, on the basis of aforementioned any embodiment, analysis module 21 may include:
Second statistic unit 214 counts the use under different periods for the historical behavior data according to the user
Position where family obtains historical position set；
The second processing unit 215, if for the position where user described under current time to the historical position set
The distance between position under the middle affiliated period at current time where user is more than preset threshold value, then by the historical position collection
Position in conjunction under the affiliated period at current time where user, the destination currently gone on a journey as the user.
For example with actual scene: the second statistic unit 214 counts user and exists according to the historical behavior data of user
The place at frequent place, obtains historical position set, the user institute under different periods of the second processing unit 215 under different periods
Position in, filter out in the period belonging to current time, the historical position of user, the second processing unit 215 detection use
Whether the position that family is currently located is near the historical position, if nearby, can determine user based on other embodiments
Current destination, if but not nearby, i.e., the distance between this two place exceeds certain threshold value, then the second processing unit
215 destinations that the historical position where user under the affiliated period at current time is currently gone on a journey as user, and then push mould
Block 22 searches for the travel route that can reach the destination, and is pushed to the user.
Present embodiment, the historical position information based on user, binding time factor, what analysis user currently needed to go to
Destination, and route push is carried out based on the destination, to quick and precisely realize route push.
As another embodiment, as shown in Figure 2 D, Fig. 2 D is another individual character provided by Embodiment 2 of the present invention
Change the structural schematic diagram of line information driving means, on the basis of aforementioned any embodiment, analysis module 21 may include:
Third statistic unit 216 counts the use under different periods for the historical behavior data according to the user
The history trip order at family；
Third processing unit 217, for by under the affiliated period at current time user history trip order in destination,
The destination currently gone on a journey as the user.
For example with actual scene: historical behavior data of the third statistic unit 216 according to user, the historical behavior number
According to the history trip order that may include user, history trip order of the user under different periods is counted, third processing is single
Member 217 filters out the history of user in the period belonging to current time from the history trip order of user under different periods
Trip order, and the destination that the destination in history trip order is currently gone on a journey as user, pushing module 22 are searched for
The travel route of the destination can be reached, and is pushed to the user.
Present embodiment, the history trip order based on user, binding time factor, what analysis user currently needed to go to
Destination, and route push is carried out based on the destination, to quick and precisely realize route push.
It should be noted that above-mentioned several embodiments both can individually be implemented, it can also be in conjunction with implementation.Wherein, this reality
Applying the period in example can determine according to the efficiency and precision of analysis.
In practical application, user's sense is emerging in the affiliated period at current time that the historical behavior data analysis based on user obtains
The place of interest may have multiple, correspondingly, described device can also include: filtering module in aforementioned any embodiment, use
In the position that acquisition user is currently located；Filtering module is also used to from the interested place of the user, remove its with it is described
The distance between position that user is currently located is less than the place of preset threshold.Specifically, present embodiment, in analysis module 21
It obtains in the affiliated period at current time behind the interested place of user, the position that filtering module is first currently located based on user is to this
A little places carry out pre-sifted, filter out the place near user, to improve the efficiency and accuracy of route push.
Specifically, can also be ranked up by sorting module to these travel routes after searching out line related, then will
Route after sequence is pushed to user.The strategy specifically to sort can be preset.For example, ordering rule can be based on default
Transfer rule is ranked up.
In addition, be there are also a kind of actual scene, it is current that user can not may be guessed really based on historical behavior data
Destination.Correspondingly, as shown in Figure 2 E, Fig. 2 E is another personalized line information push dress provided by Embodiment 2 of the present invention
The structural schematic diagram set, on the basis of aforementioned any embodiment,
Pushing module 22, if being also used in the historical behavior data of the user, there is no current time corresponding history rows
It will be pushed to by the public bus network of the bus station near the user for data then based on the position where active user
The user；Correspondingly, described device further include:
Matching module 23, for being selected according to user, establish the position where affiliated period at current time, active user,
And the incidence relation between the public bus network of user's selection, establish line set to be selected；
Further, described device further include:
Detection module 24, for detecting in the line set to be selected, if exist and the affiliated period at current time and work as
The corresponding public bus network in position where preceding user, and if it exists, the public bus network is then pushed to the user；
Analysis module 21, if being specifically used in the line set to be selected, there is no with the affiliated period at current time and work as
The corresponding public bus network in position where preceding user, then according to current time, by the historical behavior data to the user into
Row analysis, obtains the interested place of user in the affiliated period at current time, and currently go out using the place as user
Capable destination.
Specifically, in present embodiment, if can not the destination current to user carry out analysis supposition, pushing module 22 can
With the position current based on user, use is pushed to by the bus station near user and by the public bus network of these bus stations
Family, according to the user's choice, the position that matching module 23 combines period belonging to current time and user to be currently located, when establishing
Between, user location and user selection public bus network between association corresponding relationship, form the sets of lines to be selected of the user
It closes.It is subsequent need again to the user push route when, detection module 24 can be first based on the position where current time and user
It sets, from the line set to be selected of the user, finds out corresponding public bus network and be pushed to user, otherwise, analysis module 21 is based on
The destination that the historical behavior data analysis user of user currently goes on a journey, and then pushing module 22 will reach the destination
Route be pushed to user.
Based on present embodiment, the route pushed to user can be higher preferential with the route that user's history was clicked
Grade, with other users pass through frequently with hot travel route be secondary priority route recommend to user.Present embodiment is logical
It crosses and establishes line set to be selected, the accidental trip requirements of user can be accurately held, improve the reliability of route push.
Personalization line information driving means provided in this embodiment, according to current time, by being gone through to the user
History behavioral data is analyzed, and the interested place of user in the affiliated period at current time is obtained, so that it is determined that user out
The destination currently gone on a journey, and then the travel route that can reach the destination is searched for, and be pushed to the user.This programme without
It needs user to be manually entered, can accurately and reliably analyze the destination that user currently goes on a journey, and then be currently located based on user
Position, push corresponding travel route to user, improve the convenience of route push, user is facilitated to go on a journey.
The embodiment of the present invention three provides a kind of personalized line information driving means, which includes: communication interface, storage
Device and processor.
Memory, for storing program.Specifically, program may include program code, and said program code includes calculating
Machine operational order.Memory may include high speed RAM memory, it is also possible to further include nonvolatile memory (non-
Volatile memory), a for example, at least magnetic disk storage.
Processor, for executing the program of memory storage, to be used for: according to current time, passing through the history to user
Behavioral data is analyzed, obtain the affiliated period at current time in the interested place of user, and using the place as
The destination that user currently goes on a journey；Search can reach the travel route of the destination, and be pushed to the user.
Wherein, processor may be a central processing unit (Central Processing Unit, referred to as CPU),
Either specific integrated circuit (Application Specific Integrated Circuit, referred to as ASIC), or
It is arranged to implement one or more integrated circuits of the embodiment of the present invention.
Optionally, in specific implementation, if communication interface, memory and processor are independently realized, communication interface is deposited
Reservoir and processor can be connected with each other by bus and complete mutual communication.The bus can be Industry Standard Architecture
Structure (Industry Standard Architecture, referred to as ISA) bus, external equipment interconnection (Peripheral
Component, referred to as PCI) bus or extended industry-standard architecture (Extended Industry Standard
Architecture, referred to as EISA) bus etc..The bus can be divided into address bus, data/address bus, control bus etc..
Optionally, it in specific implementation, is realized on one chip if communication interface, memory and processor are integrated,
Then communication interface, memory and processor can be completed by internal interface it is identical between communication.
It is apparent to those skilled in the art that for convenience and simplicity of description, the device of foregoing description
Specific work process, can refer to corresponding processes in the foregoing method embodiment, details are not described herein.
Those of ordinary skill in the art will appreciate that: realize that all or part of the steps of above-mentioned each method embodiment can lead to
The relevant hardware of program instruction is crossed to complete.Program above-mentioned can be stored in a computer readable storage medium.The journey
When being executed, execution includes the steps that above-mentioned each method embodiment to sequence；And storage medium above-mentioned include: ROM, RAM, magnetic disk or
The various media that can store program code such as person's CD.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Pipe present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: its according to
So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into
Row equivalent replacement；And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution
The range of scheme.
Claims (10)
1. a kind of personalization line information method for pushing characterized by comprising
It according to current time, is analyzed, is obtained described in the affiliated period at current time by the historical behavior data to user
The interested place of user, and the destination that the place is currently gone on a journey as user；
Search can reach the travel route of the destination, and be pushed to the user.
2. the method according to claim 1, wherein described according to current time, by being gone through to the user
History behavioral data is analyzed, and obtains the interested place of user in the period described in current time, and the place is made
The destination currently gone on a journey for user, comprising:
According to the historical behavior data of the user, the place of user's search under different periods is counted；
From the place that user described under different periods searches for, filters out and searched under period of the user belonging to current time
Place, obtain ground to be selected point set；
Count the searched number in each place in the ground to be selected point set, and will be searched in the to be selected ground point set
The most place of number, the destination currently gone on a journey as the user.
3. the method according to claim 1, wherein described according to current time, by being gone through to the user
History behavioral data is analyzed, and obtains the interested place of user in the period described in current time, and the place is made
The destination currently gone on a journey for user, comprising:
According to the historical behavior data of the user, the position under different periods where the user is counted, obtains history bit
Set set；
If the user under the affiliated period at current time into the historical position set of the position under current time where the user
The distance between the position at place is more than preset threshold value, then will use under the affiliated period at current time in the historical position set
Position where family, the destination currently gone on a journey as the user.
4. the method according to claim 1, wherein described according to current time, by being gone through to the user
History behavioral data is analyzed, and obtains the interested place of user in the period described in current time, and the place is made
The destination currently gone on a journey for user, comprising:
According to the historical behavior data of the user, the history trip order of the user under different periods is counted；
By the destination in the history trip order of user under the affiliated period at current time, the mesh currently gone on a journey as the user
Ground.
5. method according to any of claims 1-4, which is characterized in that the method also includes:
If current time corresponding historical behavior data are not present in the historical behavior data of the user, it is based on active user
The position at place will be pushed to the user by the public bus network of the bus station near the user；
It is selected according to user, establishes the public affairs of the position where affiliated period at current time, active user and user selection
Incidence relation between intersection road establishes line set to be selected；
It is described according to current time, in conjunction with the historical behavior data of the user, analyze destination that user currently goes on a journey it
Before, further includes:
It detects in the line set to be selected, if exist corresponding with the position where affiliated period at current time and active user
Public bus network, and if it exists, the public bus network is then pushed to the user；
It is described that the destination that user currently goes on a journey is analyzed in conjunction with the historical behavior data of the user according to current time, packet
It includes:
If it does not exist, then the mesh that user currently goes on a journey is analyzed in conjunction with the historical behavior data of the user according to current time
Ground.
6. a kind of personalization line information driving means characterized by comprising
Analysis module obtains current time institute for being analyzed by the historical behavior data to user according to current time
Belong to the interested place of user in the period, and the destination that the place is currently gone on a journey as user；
Pushing module for searching for the travel route that can reach the destination, and is pushed to the user.
7. device according to claim 6, which is characterized in that the analysis module includes:
First statistic unit counts user's search under different periods for the historical behavior data according to the user
Place；
Screening unit, for filtering out the user in current time institute from the place that user described under different periods searches for
The place searched under the period of category obtains ground to be selected point set；
First processing units, for counting the number that each place is searched in the ground to be selected point set, and will be described to be selected
The most place of the number being searched in ground point set, the destination currently gone on a journey as the user.
8. device according to claim 6, which is characterized in that the analysis module includes:
Second statistic unit counts under different periods where the user for the historical behavior data according to the user
Position, obtain historical position set；
The second processing unit, if when current into the historical position set for the position where user described under current time
The distance between position under period belonging to carving where user is more than preset threshold value, then will be current in the historical position set
Position under the affiliated period at moment where user, the destination currently gone on a journey as the user.
9. device according to claim 6, which is characterized in that the analysis module includes:
Third statistic unit counts going through for the user under different periods for the historical behavior data according to the user
History trip order；
Third processing unit, for by under the affiliated period at current time user history trip order in destination, as institute
State the destination that user currently goes on a journey.
10. the device according to any one of claim 6-9, which is characterized in that
The pushing module, if being also used in the historical behavior data of the user, there is no current time corresponding historical behaviors
Data will be pushed to institute by the public bus network of the bus station near the user then based on the position where active user
State user；
Described device further include:
Matching module establishes the position where affiliated period at current time, active user, Yi Jisuo for selecting according to user
The incidence relation between the public bus network of user's selection is stated, line set to be selected is established；
Described device further include:
Detection module, for detecting in the line set to be selected, if exist and affiliated period at current time and active user
The corresponding public bus network in the position at place, and if it exists, the public bus network is then pushed to the user；
The analysis module, if being specifically used in the line set to be selected, there is no with the affiliated period at current time and currently
The corresponding public bus network in position where user is carried out then according to current time by the historical behavior data to the user
Analysis obtains the interested place of user in the affiliated period at current time, and currently goes on a journey using the place as user
Destination.
Priority Applications (6)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710620451.9A CN109947871B (en) | 2017-07-26 | 2017-07-26 | Personalized line information pushing method and device |
| CN201880048482.4A CN110945501A (en) | 2017-07-20 | 2018-07-18 | System and method for recommending destination |
| EP18835803.0A EP3642729A4 (en) | 2017-07-20 | 2018-07-18 | Systems and methods for recommending a destination |
| PCT/CN2018/096099 WO2019015600A1 (en) | 2017-07-20 | 2018-07-18 | Systems and methods for recommending a destination |
| TW107125228A TW201917352A (en) | 2017-07-20 | 2018-07-20 | Systems and methods for recommending a destination |
| US16/747,499 US10979863B2 (en) | 2017-07-20 | 2020-01-20 | Systems and methods for recommending a destination |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710620451.9A CN109947871B (en) | 2017-07-26 | 2017-07-26 | Personalized line information pushing method and device |
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| CN109947871B CN109947871B (en) | 2021-07-06 |
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