CN106571036A - Public transportation stop determination method and apparatus thereof - Google Patents
Public transportation stop determination method and apparatus thereof Download PDFInfo
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- CN106571036A CN106571036A CN201611000765.0A CN201611000765A CN106571036A CN 106571036 A CN106571036 A CN 106571036A CN 201611000765 A CN201611000765 A CN 201611000765A CN 106571036 A CN106571036 A CN 106571036A
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0125—Traffic data processing
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0137—Measuring and analyzing of parameters relative to traffic conditions for specific applications
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Abstract
Embodiments of the invention provide a public transportation stop determination method and an apparatus thereof. The method comprises the following steps of acquiring movement track data of each user of a plurality of users in a preset period; according to the movement track data corresponding to each user, determining a stable stay position of the corresponding user; carrying out position aggregation on the plurality of stable stay positions corresponding to the plurality of users; and according to the plurality of aggregated positions and a station position, setting a condition and determining a setting position of a public transportation stop. Because the movement track data is real acquisition of a lot of user travel data in a travel peak period, the determined stable stay positions can reflect positions where the users frequently stay; based on the frequent and stable stay positions of the plurality of users, the public transportation stop is arranged near the positions where the users frequently stay; and great convenience can be brought for user travel and a user travel characteristic can be matched.
Description
Technical field
The present embodiments relate to technical field of intelligent traffic, more particularly to a kind of public traffic station determines method and dress
Put.
Background technology
Used as the end vehicles of public transport, public bicycles are that one kind does not consume the energy, free of contamination green friendship
Logical instrument, compensate for the not enough defect of public traffic line direction density, solves citizen's working to a certain extent, goes on a journey last
A difficult problem for kilometer, is the indispensable important component part of Metropolitan Integrative Traffic.
A kind of means of supplementing out economy of the public bicycles as existing trip mode, its website set location is for citizens' activities
Convenience has a major impact.The addressing mode of existing public bicycles website is：Based on certain amount sample data or ask
Volume investigation form, is estimated, models and predicts to bicycle passenger flow, build public bicycle service station point in part public transport
Stand, subway station, community, amusement shopping place near.But, the public bicycles bus station position method is because disappearance is to user's reality
The accurate statistics analysis of border travel behaviour, it is impossible to most really reflect the demand of citizens' activities last one kilometer, so that mesh
Front public bicycles bus station position result is not high with civic trip requirements matching degree.
The content of the invention
The embodiment of the present invention provides a kind of public traffic station and determines method and apparatus, outstanding to improve public transport
Which is the matching degree of the website set location with the actual trip requirements of people of public bicycles.
The embodiment of the present invention provides a kind of public traffic station and determines method, is applied to server side, including：
Obtain motion trace data of each user in preset period of time in multiple users；
The stable stop place of correspondence user is determined according to the corresponding motion trace data of each user；
Multiple stable stop places corresponding to the plurality of user carry out position polymerization process；
Condition is arranged according to position after multiple polymerizations and default site location, determines that the reference of the public traffic station sets
Seated position.
The embodiment of the present invention provides a kind of public traffic station and determines method, is applied to terminal equipment side, including：
If current time belongs to preset period of time, running orbit data of the user in predetermined time period are obtained；
By the running orbit data is activation to server, so that the server determines the ginseng of the public traffic station
Examine set location；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
The embodiment of the present invention provides a kind of public traffic station determining device, positioned at server side, including：
Acquisition module, for obtaining motion trace data of each user in preset period of time in multiple users；
First determining module, for the stable stop of correspondence user is determined according to the corresponding motion trace data of each user
Position；
Polymerization processing module, is carried out at the polymerization of position for multiple stable stop places corresponding to the plurality of user
Reason；
Second determining module, for arranging condition according to position after multiple polymerizations and default site location, determines the public affairs
The reference set location of common traffic website.
The embodiment of the present invention provides a kind of public traffic station determining device, positioned at terminal equipment side, including：
Acquisition module, if belonging to preset period of time for current time, obtains operation of the user in predetermined time period
Track data；
Sending module, for by the running orbit data is activation to server, so that the server determines the public affairs
The reference set location of common traffic website；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
Public traffic station provided in an embodiment of the present invention determines method and apparatus, and server is every in multiple users are obtained
Individual user after the motion trace data in preset period of time such as peak period morning and evening, first according to the corresponding motion of each user
Track data determines the stable stop place of correspondence user；And then entered by multiple stable stop places corresponding to multiple users
Line position puts polymerization process, so that the reference set location of public traffic station is determined according to position after multiple polymerizations.Because motion
Track data be to go on a journey peak period in a large number of users trip data true collection, the stable stop place determined based on this
Put the position for often reflecting that user Jing is often stopped, such as residence, place of working, so as to often stable according to the Jing of a large number of users
Stop place determines public traffic station set location, near the position that user Jing is often stopped arranges public traffic station, right
User's trip preferably matches user's trip characteristicses with preferably convenient.In addition, by each stable stop place to determining
Putting carries out position polymerization process, can be prevented effectively from the situation that redundancy in short distance arranges multiple websites.
Description of the drawings
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
Accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are these
Some bright embodiments, for those of ordinary skill in the art, on the premise of not paying creative work, can be with root
Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the flow chart that public traffic station of the present invention determines embodiment of the method one；
Fig. 2 is the flow chart that public traffic station of the present invention determines embodiment of the method two；
Fig. 3 is the structural representation of public traffic station determining device embodiment of the present invention；
Fig. 4 is the structural representation of public traffic station determining device embodiment of the present invention two.
Specific embodiment
To make purpose, technical scheme and the advantage of the embodiment of the present invention clearer, below in conjunction with the embodiment of the present invention
In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is
The a part of embodiment of the present invention, rather than the embodiment of whole.Based on the embodiment in the present invention, those of ordinary skill in the art
The every other embodiment obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
The term for using in embodiments of the present invention is the purpose only merely for description specific embodiment, and is not intended to be limiting
The present invention." one kind ", " described " and " being somebody's turn to do " of singulative used in the embodiment of the present invention and appended claims
It is also intended to include most forms, unless context clearly shows that other implications.
It should be appreciated that term "and/or" used herein is only a kind of incidence relation of description affiliated partner, represent
There may be three kinds of relations, for example, A and/or B can be represented：Individualism A, while there is A and B, individualism B these three
Situation.In addition, character "/" herein, typicallys represent forward-backward correlation to liking a kind of relation of "or".
It will be appreciated that though XXX may be described using term first, second, third, etc. in embodiments of the present invention, but
These XXX should not necessarily be limited by these terms.These terms are only for XXX is distinguished from each other out.For example, without departing from present invention enforcement
In the case of example scope, an XXX can also be referred to as the 2nd XXX, and similarly, the 2nd XXX can also be referred to as an XXX.
Depending on linguistic context, word as used in this " if ", " if " can be construed to " ... when " or
" when ... " or " in response to determining " or " in response to detection ".Similarly, depending on linguistic context, phrase " if it is determined that " or " such as
Fruit detection (condition or event of statement) " can be construed to " when it is determined that when " or " in response to determine " or " when detection (statement
Condition or event) when " or " in response to detect (condition or event of statement) ".
Also, it should be noted that term " including ", "comprising" or its any other variant are intended to nonexcludability
Comprising, so that not only include those key elements including the commodity or system of a series of key elements, but also including without clear and definite
Other key elements listed, or also include the key element intrinsic for this commodity or system.In the feelings for not having more restrictions
Under condition, the key element limited by sentence "including a ...", it is not excluded that in the commodity or system including the key element also
There is other identical element.
Public traffic station provided in an embodiment of the present invention determines that method is mainly to determine public bicycle service station point
Set location.According to investigation, in the user of public bicycles, the 80% of total number of users is accounted for for number of users on and off duty
Left and right, therefore, the main thought of this programme is：For use demand of the working clan user to public bicycles, which is typically upper
Class from family go out when, or come off duty from company out when need to use public bicycles, therefore, it is necessary first to determine a large amount of use
The position that family Jing is often stopped, i.e. place of working, residence, and then according to some specific constraintss, often stop in a large number of users Jing
The presentation stayed is gathered the position of feature and arranges public bicycle service station point.
Based on the main thought, it is described in detail with reference to several specific embodiments.
Fig. 1 is the flow chart that public traffic station of the present invention determines embodiment of the method one, the public friendship that the embodiment is provided
Logical website determines that method can be performed by public traffic station determining device, and the device can be arranged in the server, and this is public
Traffic website determining device can be the combination of software program, or hardware and software program.
As shown in figure 1, the method comprises the steps：
Motion trace data of each user in preset period of time in step 101, the multiple users of acquisition.
In the present embodiment, the motion trace data that server is obtained is sent by the terminal unit of relative users.And
In practical application, it is contemplated that user may be gone on a journey by different trip mode, such as take bus, self-driving etc., therefore, on
The terminal unit for passing motion trace data can be mobile phone terminal, car-mounted terminal etc..
It is in order to cover more users by different trip mode trips, alternatively, above-mentioned in the embodiment of the present invention
Multiple users can be including the first kind user of the trip that takes public transport and the Equations of The Second Kind user of self-driving trip.
For first kind user, motion trace data can be obtained by the mobile phone terminal of first kind user, it is right
For Equations of The Second Kind user, motion trace data, either mobile phone terminal or vehicle-mounted end can be obtained by car-mounted terminal
End, it is to be understood that wherein all integrally disposed to have locating module, such as d GPS locating module, to realize the reality to customer location
When track.
In addition, the purpose of the set location of public bicycle service station point is determined with reference to the embodiment of the present invention, and working
The absolute accounting that race user is used to public bicycles, for during the collection of the motion trace data of user in the embodiment of the present invention
Duan Jinhang constraints, so that the data of collection more have specific aim, addressing to public bicycle service station point has more
Value.
Therefore, alternatively, above-mentioned preset period of time includes characterizing first period on working peak and/or characterizes peak of coming off duty
Second period.
If that is, the period of user's trip belongs to first period or the second period, triggered to the user's
The collection of motion trace data, specifically, can be set according to the actual requirements to the collection duration of user movement track data.
First kind user is directed to separately below and Equations of The Second Kind user illustrates a kind of optional motion trace data collection
Mode.
For first kind user, user take public transport such as buses, subway etc. trip, can be at which
Get off when swiping the card, trigger to whether needing to gather the determination processing of its motion trace data, the foundation of judgement is：If getting off brush
The time of card is in above-mentioned first period or the second period, then judge to need to gather in such as 1 hour in its following certain hour
Motion trace data.What deserves to be explained is, if being now carrying out the motion trace data by the mobile phone terminal of user
Acquisition process, then swipe the card module and locating module can be integrated with the mobile phone terminal, wherein, module of swiping the card be used for public transport
Car takes payment, is such as NFC module, and locating module is used for the collection for carrying out motion trace data, is such as GPS location mould
Block.
For for Equations of The Second Kind user, when user's unlocking vehicle, the locating module in car-mounted terminal is triggered to rail of driving a vehicle
The collection of mark, to obtain the motion trace data of user.
Alternatively, for set location this purpose of public bicycle service station point is determined, it is necessary first to it is determined that
Be user stablize stop place, therefore, in the present embodiment, car-mounted terminal can a collection vehicle movement velocity it is low
In the motion trace data of certain relatively low threshold speed, or the time that only collection vehicle stops exceedes the position of certain hour
Point.
In the present embodiment, the such as information such as ID, time, location point in motion trace data, is included, wherein, position
Point is characterized with longitude and latitude, and time and location point are corresponded, corresponding in different time for recording user
Position coordinateses；ID is such as the mark such as the cell-phone number of user, license plate number.In practical application, judging to need collection to use
After the motion trace data at family, the location point that user was every a minute can be gathered as time interval with such as 1 minute, so as to
Form corresponding motion trace data.
It is understood that in practical application, server side user can obtain a large number of users based on certain mechanism
Agree to, and this large number of users is triggered by the mobile phone terminal of oneself, car-mounted terminal when above-mentioned time qualificationss are met, gather
And report the motion trace data of oneself.
Step 102, the stable stop place that correspondence user is determined according to the corresponding motion trace data of each user.
The purpose that above-mentioned motion trace data collection is carried out in the present embodiment is：By tracking user in special time
Movement locus, to determine the stable stop place of user, the stable stop place is to characterize the position that user stably stops, and this is steady
Surely refer to that Jing often rests on certain position for a long time.
Specifically, for arbitrary trip of any user, its motion having at stable stable stop place
Feature often shows as：Speed is less than or equal to pre-set velocity threshold value and range of movement is being less than within certain long period
Preset range.Therefore, it can from the motion trace data of the user extract the location point for meeting the motion feature, based on carrying
The location point of taking-up determines the stable stop place of the user.
It is understood that in motion trace data comprising the user each location point within a certain period of time and each
Location point for acquisition time, in the point of adjacent position latter location point for speed can be by between the point of adjacent position
Distance it is poor with the acquisition time of adjacent position point come estimate determine.Ideally, above-mentioned threshold speed is 0, that is, extract use
Head of a household's time out-of-work location point, but under practical situation, even user is in stablizing at stop place, which is likely to
Small distance movement situation somewhat is had, therefore, above-mentioned threshold speed, length of stay, range of movement can be according to reality
Demand and reasonable set.
As crowd targeted in the present embodiment is its stable position for stopping by taking working clan user as an example, accordingly
What is often reflected is place of working or residence, such as, the stable stop place that the peak period that is on duty is determined can determine for
Place of working, the stable stop place that next peak period is determined are the residence of the user.
Step 103, multiple stable stop places corresponding to multiple users carry out position polymerization process.
Step 104, condition is arranged according to position after multiple polymerizations and default site location, determine the ginseng of public traffic station
Examine set location.
Stablized by carrying out above-mentioned processing procedure to the corresponding motion trace data of each user and can obtain the user
Stop place, but from for the setting angle of public bicycle service station point, it is impossible in the stable stop place of each user
Services sites is installed, because also needing to the problems such as considering public bicycles utilization rate.
For this purpose, in order that the public bicycles of a services sites can be used by more users, while and avoiding one
The public bicycles of individual services sites can not meet the use demand of users nearby, in the present embodiment, by acquisition
Stablizing stop place in a large number carries out position polymerization process, and the multiple stable stop place in close range is polymerized to a position
Put, to avoid the setting of redundancy services website, wherein, distance range when position is polymerized needs rationally to arrange.Afterwards, according to many
After individual polymerization, position and default site location arrange condition, determine the reference set location of public traffic station, wherein, the website
Position arranges condition and also reflects the aspects such as public bicycles service efficiency, set location reasonability.
Alternatively, multiple stable stop places corresponding to multiple users carry out position polymerization process, it is possible to achieve be：
A position will be polymerized at a distance of the stable stop place in the first distance threshold in multiple stable stop places,
Obtain position after multiple first polymerizations；At a distance of after the first polymerization in second distance threshold value in position after multiple first are polymerized
Position is polymerized to a position, obtains position after multiple second polymerizations, wherein, second distance threshold value is more than the first distance threshold.
Wherein, the polymerization in the range of the first distance threshold is mainly by the use of a small range such as same building or same cell
Family is polymerized to a position.
Alternatively, after processing through the polymerization of the first distance threshold scope, second distance threshold value model can directly be carried out
Further polymerization in enclosing is processed, it is also possible to determine whether to carry out the polymerization in second distance threshold range based on certain condition
Process.
As an example it is assumed that the polymerization result in the range of the first distance threshold shows, it is aggregated to certain and first gathers
After conjunction, the number of users of position is a lot, and the polymerization that can not now carry out second distance threshold range is processed.Wherein, due to polymerization
Processing hour hands is carried out to position, and as indicated above, user's mark can be carried in the motion trace data of each user
Know, therefore, the stable stop place of each user can be associated with corresponding ID, so as to according to being aggregated to certain
ID after the polymerization of region associated by the multiple stable stop place of position, it may be determined that above-mentioned number of users.
Polymerization in second distance threshold range is processed and simply expands polymerization scope, corresponding to practical application, equivalent to
It is a position by a panel region internal ratio for example adjacent several cell aggregations.
Alternatively, in above-mentioned position polymerisation process, congruent point can be determined by way of asking for center
Position be polymerized after position.
In a kind of optional implementation, it is believed that position after such as each second polymerization of position after each polymerization
As the set location of public bicycle service station point.But, in order to more accurately determine setting for public bicycle service station point
Seated position, in another kind of optional implementation, some conditions that can be combined with pre-setting enter one from after polymerization in position
Step is filtered out can be used as the reference position of public bicycle service station point set location.
Such as, correspondence can be filtered from position after multiple polymerizations and stablizes the number of stop place less than predetermined number threshold value
Polymerization after position, and filter with the distance of the public traffic station built less than position after being polymerized of the 3rd distance threshold
Put, using position after remaining polymerization as the reference set location of public bicycle service station point.
Wherein, the public traffic station built is such as bus stop, the public bicycle service station built
Point etc., is previously stored with these positional informationes for having built public traffic station in server.Filter and nearby built public affairs
The position of common traffic website, primarily to avoiding the redundant deployment of public transport resources.
In the present embodiment, the quantity for being aggregated to the multiple stable stop place of a position also reflects corresponding user
Quantity, filters correspondence and stablizes the number of stop place less than position after the polymerization of predetermined number threshold value, mainly consider to avoid public affairs
Bicycle fully can not be used altogether.
What deserves to be explained is, the above-mentioned process of introducing in the present embodiment can be considered as going out for the multiple users for some day
The statistics of market condition, in practical application, in order to improve the effectiveness of public bicycle service station point position setting, it is right to pass through
In such as one month, the trip data of a large number of users carries out above-mentioned processing procedure, to ensure the abundant, accurate of data sample.
In the present embodiment, server in multiple users are obtained each user in preset period of time such as peak period morning and evening
Motion trace data after, determine the stable stop place of correspondence user first according to the corresponding motion trace data of each user
Put；And then position polymerization process is carried out by multiple stable stop places corresponding to multiple users, after according to multiple polymerizations
Determine the reference set location of public traffic station in position.Because motion trace data is to being used in peak period of going on a journey in a large number
The true collection of family trip data, often reflects the position that user Jing is often stopped based on this stable stop place determined,
Such as residence, place of working, so as to often stablizing stop place according to the Jing of a large number of users and determining that public traffic station arranges position
Put, public traffic station is set near the position that user Jing is often stopped, to user's trip with preferably convenient, preferably
With user's trip characteristicses.In addition, by carrying out position polymerization process to each stable stop place determined, can be prevented effectively from
In short distance, redundancy arranges the situation of multiple websites.
Fig. 2 is the flow chart that public traffic station of the present invention determines embodiment of the method two, the public friendship that the embodiment is provided
Logical website determines that method can be performed by public traffic station determining device, and the device can be arranged in terminal unit, the public affairs
Traffic website determining device can be the combination of software program, or hardware and software program altogether.
As shown in Fig. 2 the method comprises the steps：
If step 201, current time belong to preset period of time, running orbit number of the user in predetermined time period is obtained
According to.
Alternatively, above-mentioned preset period of time includes the first period for characterizing working peak and/or characterizes the second of next peak
Period.
Step 202, by running orbit data is activation to server, so that server determines that the reference of public traffic station sets
Seated position.
In the present embodiment, a large number of users, can be by oneself movement locus in specific time period by performing said process
Data report server, and so that server determines the reference set location of public traffic station, server was specifically processed
Journey may refer to the description in embodiment illustrated in fig. 1.
Introduction in embodiment, is the different trip modes for covering user as shown in Figure 1, according to the difference of trip mode,
User can be divided into different classifications, the first kind user of the trip that such as takes public transport, the second of self-driving trip
Class user.
For first kind user, can have for carrying out taking the mould of swiping the card of payment with integrally disposed in its mobile phone terminal
Block and the locating module for carrying out location positioning, so as to first kind user can detect to swipe the card in its mobile phone terminal and complete
Public transport take delivery operation after, if current time belongs to above-mentioned first period or the second period just, pass through
Locating module come obtain user in predetermined time period it is such as ensuing one hour in motion trace data.
Or, for Equations of The Second Kind user for, if car-mounted terminal detects vehicle launch operation, triggering is obtained default
Motion trace data in time span.
User side terminal unit, can be directly by the data is activation for obtaining to clothes after the motion trace data for obtaining user
Business device, server further carry out the subsequent treatment in embodiment illustrated in fig. 1.But alternatively, terminal unit is acceptable and then right
Motion trace data carries out certain pretreatment, to determine the stable stop place of correspondence user, will stablize stop place and send out
Deliver to server.That is, the processing procedure of step 102 can be performed in terminal equipment side in Fig. 1, terminal unit is from obtaining
Motion trace data in extract corresponding speed less than or equal to pre-set velocity threshold value and range of movement within a certain period of time
In the location point less than preset range, to determine the stable stop place of user.
In the present embodiment, the terminal unit of user side is by the movement locus number that gathers user under the conditions of certain hour
According to so that the stable stop place of user is determined based on this, as the addressing foundation of follow-up public bicycle service station point.Pass through
Collection, analysis to the true trip data of user so that the addressing of public bicycle service station point has more specific aim, contributes to carrying
The position of high public bicycle service station point arranges the matching degree with the actual trip requirements of user.
Fig. 3 is the structural representation of public traffic station determining device embodiment of the present invention, as shown in figure 3, the device
Positioned at server side, can specifically include：Acquisition module 11, the first determining module 12, polymerization processing module 13, second determine mould
Block 14.
Acquisition module 11, for obtaining motion trace data of each user in preset period of time in multiple users.
First determining module 12, for determining that stablizing for user of correspondence stops according to the corresponding motion trace data of each user
Stay position.
Polymerization processing module 13, is carried out at the polymerization of position for multiple stable stop places corresponding to the plurality of user
Reason.
Second determining module 14, for arranging condition according to position after multiple polymerizations and default site location, it is determined that described
The reference set location of public traffic station.
Alternatively, the plurality of user include taking public transport trip first kind user and self-driving trip
Equations of The Second Kind user；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
Alternatively, it is described polymerization processing module 13 specifically for：Stablize the plurality of in stop place apart first
Stable stop place in distance threshold is polymerized to a position, obtains position after multiple first polymerizations；By the plurality of first
A position is polymerized at a distance of the position after the first polymerization in second distance threshold value in position after polymerization, multiple second is obtained and is gathered
Position after conjunction, the second distance threshold value are more than first distance threshold.
Alternatively, second determining module 14 specifically for：Correspondence is filtered from position after the plurality of polymerization stable
The number of stop place less than predetermined number threshold value polymerization after position, and filter with the public traffic station built away from
From position after the polymerization less than the 3rd distance threshold, using position after remaining polymerization as the reference set location.
The method that Fig. 3 shown devices can perform embodiment illustrated in fig. 1, realizes principle and technique effect with reference to shown in Fig. 1
Embodiment, repeats no more.
Fig. 4 is the structural representation of public traffic station determining device embodiment of the present invention two, as shown in figure 4, the device
Positioned at terminal equipment side, can specifically include：Acquisition module 21, sending module 22.
Acquisition module 21, if belonging to preset period of time for current time, obtains fortune of the user in predetermined time period
Row track data.
Sending module 22, for by the running orbit data is activation to server, for described in server determination
The reference set location of public traffic station；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
Alternatively, the device also includes：
Extraction module, for corresponding speed is extracted from the motion trace data less than or equal to pre-set velocity threshold
It is worth and range of movement is in the location point less than preset range, and determines that stablizing for the user stops according to the location point for extracting
Stay position.
Alternatively, the acquisition module specifically for：
The delivery operation of taking of public transport is completed if detecting and swiping the card, triggering obtains the user when default
Between motion trace data in length；
Or,
If detecting vehicle launch operation, triggering obtains movement locus number of the user in predetermined time period
According to.
The method that Fig. 4 shown devices can perform embodiment illustrated in fig. 2, realizes principle and technique effect with reference to shown in Fig. 2
Embodiment, repeats no more.
Device embodiment described above is only schematic, wherein the unit as separating component explanation can
To be or may not be physically separate, as the part that unit shows can be or may not be physics list
Unit, you can local to be located at one, or can also be distributed on multiple NEs.Which is selected according to the actual needs can
In some or all of module realizing the purpose of this embodiment scheme.Those of ordinary skill in the art are not paying creativeness
Work in the case of, you can to understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
By software plus required general hardware platform mode realizing, naturally it is also possible to by hardware.Based on such understanding, on
State the part that technical scheme substantially contributes prior art in other words to embody in the form of software product, should
Computer software product can be stored in a computer-readable storage medium, such as ROM/RAM, magnetic disc, CD etc., including some fingers
Order is used so that a computer installation (can be personal computer, server, or network equipment etc.) performs each enforcement
Method described in some parts of example or embodiment.
Finally it should be noted that：Above example only to illustrate technical scheme, rather than a limitation；Although
With reference to the foregoing embodiments the present invention has been described in detail, it will be understood by those within the art that：Which still may be used
To modify to the technical scheme described in foregoing embodiments, or equivalent is carried out to which part technical characteristic；
And these modification or replace, do not make appropriate technical solution essence depart from various embodiments of the present invention technical scheme spirit and
Scope.
Claims (10)
1. a kind of public traffic station determines method, it is characterised in that include：
Obtain motion trace data of each user in preset period of time in multiple users；
The stable stop place of correspondence user is determined according to the corresponding motion trace data of each user；
Multiple stable stop places corresponding to the plurality of user carry out position polymerization process；
Condition is arranged according to position after multiple polymerizations and default site location, determines that the reference of the public traffic station arranges position
Put.
2. method according to claim 1, it is characterised in that the plurality of user includes taking public transport out
Capable first kind user and the Equations of The Second Kind user of self-driving trip；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
3. method according to claim 1, it is characterised in that multiple stable stops corresponding to the plurality of user
Position carries out position polymerization process, including：
A position will be polymerized at a distance of the stable stop place in the first distance threshold in the plurality of stable stop place,
Obtain position after multiple first polymerizations；
One is polymerized at a distance of the position after the first polymerization in second distance threshold value in position after the plurality of first is polymerized
Position, obtains position after multiple second polymerizations, and the second distance threshold value is more than first distance threshold.
4. according to the method in any one of claims 1 to 3, it is characterised in that described according to position after polymerization and default
Site location arranges condition, determines the reference set location of the public traffic station, including：
After the corresponding number for stablizing stop place is filtered from position after the plurality of polymerization less than the polymerization of predetermined number threshold value
Position, and filter with the distance of the public traffic station built less than position after being polymerized of the 3rd distance threshold, with residue
Polymerization after position as the reference set location.
5. a kind of public traffic station determines method, it is characterised in that include：
If current time belongs to preset period of time, running orbit data of the user in predetermined time period are obtained；
By the running orbit data is activation to server, so that the server determines that the reference of the public traffic station sets
Seated position；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
6. method according to claim 5, it is characterised in that methods described also includes：
Corresponding speed is extracted from the motion trace data less than or equal to pre-set velocity threshold value and range of movement is not
More than the location point of preset range, and the stable stop place of the user is determined according to the location point for extracting.
7. method according to claim 5, it is characterised in that operation rail of the acquisition user in predetermined time period
Mark data, including：
The delivery operation of taking of public transport is completed if detecting and swiping the card, it is long in Preset Time that triggering obtains the user
Motion trace data in degree；
Or,
If detecting vehicle launch operation, triggering obtains motion trace data of the user in predetermined time period.
8. a kind of public traffic station determining device, positioned at server side, it is characterised in that include：
Acquisition module, for obtaining motion trace data of each user in preset period of time in multiple users；
First determining module, for the stable stop place of correspondence user is determined according to the corresponding motion trace data of each user
Put；
Polymerization processing module, carries out position polymerization process for multiple stable stop places corresponding to the plurality of user；
Second determining module, for arranging condition according to position after multiple polymerizations and default site location, determines the public friendship
The reference set location of logical website.
9. device according to claim 8, it is characterised in that second determining module specifically for：
After the corresponding number for stablizing stop place is filtered from position after the plurality of polymerization less than the polymerization of predetermined number threshold value
Position, and filter with the distance of the public traffic station built less than position after being polymerized of the 3rd distance threshold, with residue
Polymerization after position as the reference set location.
10. a kind of public traffic station determining device, positioned at server side, it is characterised in that include：
Acquisition module, if belonging to preset period of time for current time, obtains running orbit of the user in predetermined time period
Data；
Sending module, for by the running orbit data is activation to server, so that the server determines the public friendship
The reference set location of logical website；
The preset period of time includes characterizing first period on working peak and/or characterizes second period on peak of coming off duty.
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| CN201611000765.0A CN106571036A (en) | 2016-11-14 | 2016-11-14 | Public transportation stop determination method and apparatus thereof |
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Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108733715A (en) * | 2017-04-21 | 2018-11-02 | 北京嘀嘀无限科技发展有限公司 | The determination method and device of building entrance |
| CN110166939A (en) * | 2018-05-10 | 2019-08-23 | 腾讯大地通途（北京）科技有限公司 | Public traffic station judgment method and device |
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Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012038782A1 (en) * | 2010-09-23 | 2012-03-29 | Nokia Corporation | Methods and apparatuses for context determination |
| CN104282142A (en) * | 2014-10-10 | 2015-01-14 | 江苏三棱科技发展有限公司 | Bus station arrangement method based on taxi GPS data |
| CN105206046A (en) * | 2015-10-10 | 2015-12-30 | 东南大学 | Big-data-based taxi service station site selection and feasibility evaluation method |
| CN105427003A (en) * | 2015-12-30 | 2016-03-23 | 北京航空航天大学 | Travel demand analysis-based bus station point deployment method |
| CN105632173A (en) * | 2015-12-31 | 2016-06-01 | 河海大学 | Method for carrying out optimal identification on urban public transportation system by use of taxi GPS data |
| CN105868860A (en) * | 2016-04-07 | 2016-08-17 | 浙江万马新能源有限公司 | Clustering-based area trip will intensity analysis method, apparatus and addressing method |
-
2016
- 2016-11-14 CN CN201611000765.0A patent/CN106571036A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012038782A1 (en) * | 2010-09-23 | 2012-03-29 | Nokia Corporation | Methods and apparatuses for context determination |
| CN104282142A (en) * | 2014-10-10 | 2015-01-14 | 江苏三棱科技发展有限公司 | Bus station arrangement method based on taxi GPS data |
| CN105206046A (en) * | 2015-10-10 | 2015-12-30 | 东南大学 | Big-data-based taxi service station site selection and feasibility evaluation method |
| CN105427003A (en) * | 2015-12-30 | 2016-03-23 | 北京航空航天大学 | Travel demand analysis-based bus station point deployment method |
| CN105632173A (en) * | 2015-12-31 | 2016-06-01 | 河海大学 | Method for carrying out optimal identification on urban public transportation system by use of taxi GPS data |
| CN105868860A (en) * | 2016-04-07 | 2016-08-17 | 浙江万马新能源有限公司 | Clustering-based area trip will intensity analysis method, apparatus and addressing method |
Cited By (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108733715B (en) * | 2017-04-21 | 2022-02-01 | 北京嘀嘀无限科技发展有限公司 | Method and device for determining building entrance and exit positions |
| CN108733715A (en) * | 2017-04-21 | 2018-11-02 | 北京嘀嘀无限科技发展有限公司 | The determination method and device of building entrance |
| CN110166939A (en) * | 2018-05-10 | 2019-08-23 | 腾讯大地通途（北京）科技有限公司 | Public traffic station judgment method and device |
| CN110166939B (en) * | 2018-05-10 | 2022-03-04 | 腾讯大地通途（北京）科技有限公司 | Public transport station judgment method and device |
| CN111356074A (en) * | 2018-12-21 | 2020-06-30 | 腾讯科技（深圳）有限公司 | Method and device for positioning bus station, server and medium |
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| CN111397617A (en) * | 2019-01-03 | 2020-07-10 | 阿里巴巴集团控股有限公司 | Method and device for planning path for specific vehicle |
| CN111397617B (en) * | 2019-01-03 | 2023-09-22 | 阿里巴巴集团控股有限公司 | Method and device for planning path for specific vehicle |
| CN110793535A (en) * | 2019-08-22 | 2020-02-14 | 腾讯科技（深圳）有限公司 | Commuting line planning method and device |
| CN110774974A (en) * | 2019-09-27 | 2020-02-11 | 沈阳美行科技有限公司 | Vehicle headlamp control method and device and related equipment |
| CN110774974B (en) * | 2019-09-27 | 2023-01-24 | 沈阳美行科技股份有限公司 | Vehicle headlamp control method and device and related equipment |
| CN110781855A (en) * | 2019-11-04 | 2020-02-11 | 浙江大华技术股份有限公司 | Method, device and equipment for determining target stop point and storage device |
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| CN112991804B (en) * | 2019-12-18 | 2022-06-07 | 浙江大华技术股份有限公司 | Stay area determination method and related device |
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| CN112381906A (en) * | 2020-10-13 | 2021-02-19 | 厦门市交通研究中心 | Automatic drawing method for bus model basic line network |
| CN112989222A (en) * | 2021-03-04 | 2021-06-18 | 北京嘀嘀无限科技发展有限公司 | Position determination method and device and electronic equipment |
| CN112989222B (en) * | 2021-03-04 | 2024-06-04 | 北京嘀嘀无限科技发展有限公司 | Position determining method and device and electronic equipment |
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