CN110175218A - Generate method, apparatus, equipment and the computer storage medium of navigation casting content - Google Patents

Generate method, apparatus, equipment and the computer storage medium of navigation casting content Download PDF

Info

Publication number
CN110175218A
CN110175218A CN201910300542.3A CN201910300542A CN110175218A CN 110175218 A CN110175218 A CN 110175218A CN 201910300542 A CN201910300542 A CN 201910300542A CN 110175218 A CN110175218 A CN 110175218A
Authority
CN
China
Prior art keywords
content
induction point
text
casting
road
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201910300542.3A
Other languages
Chinese (zh)
Other versions
CN110175218B (en
Inventor
黄际洲
张昊
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Baidu Netcom Science and Technology Co Ltd
Original Assignee
Beijing Baidu Netcom Science and Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Baidu Netcom Science and Technology Co Ltd filed Critical Beijing Baidu Netcom Science and Technology Co Ltd
Priority to CN201910300542.3A priority Critical patent/CN110175218B/en
Publication of CN110175218A publication Critical patent/CN110175218A/en
Application granted granted Critical
Publication of CN110175218B publication Critical patent/CN110175218B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/3331Query processing
    • G06F16/3332Query translation
    • G06F16/3334Selection or weighting of terms from queries, including natural language queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/3331Query processing
    • G06F16/334Query execution
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35Clustering; Classification
    • G06F16/355Class or cluster creation or modification
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/06Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/52Network services specially adapted for the location of the user terminal

Abstract

The present invention provides a kind of method, apparatus, equipment and computer storage mediums for generating navigation casting content, and wherein method comprises determining that the induction point in Present navigation route;Obtain the casting material and casting content template induced in the navigation routine a little;Using the casting material and casting content template of the induction point, content is broadcasted in the navigation for generating the induction point;The casting material for wherein inducing a little is excavated from network media information to be obtained.The casting material of induction point is excavated from network media information in a manner of generating navigation casting content, so that its source of information of navigation casting content is more abundant and comprehensive, and content timeliness is higher, compare in the prior art road network acquire by way of renewal speed faster.

Description

Generate method, apparatus, equipment and the computer storage medium of navigation casting content
[technical field]
The present invention relates to computer application technology, in particular to a kind of method, apparatus for generating navigation casting content, Equipment and computer storage medium.
[background technique]
Background that this section is intended to provide an explanation of the embodiments of the present invention set forth in the claims or context.Herein Description is not regarded as the prior art because being included in this section.
People, which are unfamiliar with traffic specification, condition of road surface etc. during trip, may result in lost, accident, violating the regulations etc. It is unexpected to occur.The important auxiliary tool that navigational tool is gone on a journey as people can be broadcast by navigation such as text, image, voices Report mode is that user makes prompt in time, and guidance user makes correct judgement.
Existing navigation casting content is limited only to the information that road network acquisition comes, such as road instruction, traffic limit Line discipline etc., so that casting such as " junction ahead right-hand rotation ", " having camera at 100 meters of front " etc., casting content are very dead Plate.
[summary of the invention]
In view of this, the present invention provides a kind of method, apparatus for generating navigation casting content, equipment and computer storages Medium, in order to provide more abundant, flexible navigation casting content for user.
Specific technical solution is as follows:
On the one hand, the present invention provides a kind of methods for generating navigation casting content, this method comprises:
Determine the induction point in Present navigation route;
Obtain the casting material and casting content template induced in the navigation routine a little;
Using the casting material and casting content template of the induction point, content is broadcasted in the navigation for generating the induction point;
The casting material for wherein inducing a little is excavated from network media information to be obtained.
A preferred embodiment according to the present invention, this method further include:
When user location reaches the casting position of induction point, the navigation for sending the induction point broadcasts content to client; Alternatively,
It sends and navigation a little is respectively induced to broadcast content to client, so that client is in user position in the navigation routine When setting the casting position for reaching induction point, the navigation casting content of the induction point is broadcasted.
A preferred embodiment according to the present invention obtains casting material and the casting content induced in the navigation routine a little Template includes:
From casting material database, the casting material of the induction point is inquired;
From casting template library, the casting content template of the induction point is inquired.
A preferred embodiment according to the present invention, the casting material for inducing a little excavates in the following way to be obtained:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to the content of text relevant to road and is matched to induction point, obtain being matched to lures Lead casting material a little.
A preferred embodiment according to the present invention, the identification route from the network information that user issues describe the text of class This content includes:
Using the disaggregated model pre-established, from being identified in the network media information in text that route describes class Hold;
Wherein the disaggregated model describes class text according to the route marked in advance and non-route describes class text and instructed It gets.
A preferred embodiment according to the present invention carries out abstract extraction to the content of text relevant to road and matches To induction point, the casting material for obtaining be matched to induction point includes:
Abstract extraction is carried out to the content of text relevant to road;
The clip Text relevant to road of extraction is matched to the induction point on the road, obtains be matched to induction point Casting material;
Casting material database is added in the casting material of each induction point.
The clip Text relevant to road of extraction is matched on the road by a preferred embodiment according to the present invention Induction is put
If the content of text in clip Text institute source only includes road information, by the clip Text of extraction It is assigned to the induction point of the link entry;
It, will if the content of text in clip Text institute source includes the point of interest POI information on road and the road The clip Text extracted is matched to the induction point near the POI.
A preferred embodiment according to the present invention, the casting content template for inducing a little excavates in the following way to be obtained:
The historical track behavior of each user is analyzed, abnormal track is obtained;
The casting material of the preamble induction point of abnormal track is combined, more than one induction point information collection is obtained It closes, and records the corresponding abnormal track scene of each induction point information aggregate;
The induction point information aggregate of the same abnormal track scene of correspondence is for statistical analysis, in the casting for extracting induction point Molar plate.
A preferred embodiment according to the present invention is generated using the casting material and casting content template of the induction point The navigation of the induction point broadcasts content and includes:
The variable element in the casting content template of the induction point is determined using the casting material of the induction point, is generated Content is broadcasted in the navigation of the induction point;
Wherein the casting content template includes variable element, or including variable element and preset parameter.
Second aspect, the present invention provides a kind of method for digging for broadcasting material, this method comprises:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to the content of text relevant to road and is matched to induction point, obtain being matched to lures Lead casting material a little.
A preferred embodiment according to the present invention, the identification route from the network information that user issues describe the text of class This content includes:
Using the disaggregated model pre-established, identify that route describes the text of class from the network information that the user issues This content;
Wherein the disaggregated model describes class text according to the route marked in advance and non-route describes class text and instructed It gets.
A preferred embodiment according to the present invention carries out abstract extraction to the content of text relevant to road and matches To induction point, the casting material for obtaining be matched to induction point includes:
Abstract extraction is carried out to the content of text relevant to road;
The clip Text relevant to road of extraction is matched to the induction point on the road, obtains be matched to induction point Casting material;
Casting material database is added in the casting material of each induction point.
The clip Text relevant to road of extraction is matched on the road by a preferred embodiment according to the present invention Induction is put
If the content of text in clip Text institute source only includes road information, by the clip Text of extraction It is assigned to the induction point of the link entry;
It, will if the content of text in clip Text institute source includes the point of interest POI information on road and the road The clip Text extracted is matched to the induction point near the POI.
The third aspect, the present invention provides a kind of device for generating navigation casting content, which includes:
Determination unit, for determining the induction point in Present navigation route;
Acquiring unit, for obtaining the casting material and casting content template that induce in the navigation routine a little;
Generation unit generates the induction point for the casting material and casting content template using the induction point Navigation casting content;
The casting material for wherein inducing a little is excavated from network media information to be obtained.
A preferred embodiment according to the present invention, the device further include:
Transmission unit sends the navigation casting of the induction point when for reaching the casting position of induction point when user location Content is to client;Navigation a little is respectively induced to broadcast content to client, so that client in the navigation routine alternatively, sending Hold the navigation casting content that the induction point is broadcasted when user location reaches the casting position of induction point.
A preferred embodiment according to the present invention, the device further include:
Material excavates unit, for excavating the casting material of induction point in the following way:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to the content of text relevant to road and is matched to induction point, obtain being matched to lures Lead casting material a little.
Fourth aspect, the present invention provides a kind of excavating gear for broadcasting material, which includes:
Text identification unit, for identifying that route describes the content of text of class from network media information;
Text acquiring unit, for utilizing the road dictionary pre-established, acquisition and road from the content of text identified The relevant content of text in road;
Abstract extraction unit, for carrying out abstract extraction to the content of text relevant to road;
Induction point matching unit obtains be matched to induction point for the clip Text of extraction to be matched to induction point Casting material.
A preferred embodiment according to the present invention, the text identification unit, is specifically used for: utilizing the classification pre-established Model identifies that route describes the content of text of class from the network information that the user issues;
Wherein the disaggregated model describes class text according to the route marked in advance and non-route describes class text and instructed It gets.
5th aspect, the present invention provides a kind of equipment, the equipment includes:
One or more processors;
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processing Device realizes method as described above.
6th aspect, the present invention provides a kind of storage mediums comprising computer executable instructions, and the computer can It executes instruction when being executed by computer processor for executing method as described above.
As can be seen from the above technical solutions, the casting material of induction point is excavated from network media information to generate navigation The mode of content is broadcasted, so that its source of information of navigation casting content is more abundant with comprehensively, compares and leads in the prior art The mode for crossing road network acquisition is more flexible changeable.
[Detailed description of the invention]
Fig. 1 is the method flow diagram provided in an embodiment of the present invention for generating navigation casting content;
Fig. 2 is the method flow diagram of the casting material provided in an embodiment of the present invention for excavating induction point;
Fig. 3 is the method flow diagram of the casting content template provided in an embodiment of the present invention for excavating navigation spots;
Fig. 4 is the structure drawing of device provided in an embodiment of the present invention for generating navigation casting content;
Fig. 5 is the structural schematic diagram of the excavating gear of casting material provided in an embodiment of the present invention;
Fig. 6 is the structural schematic diagram of the excavating gear of casting content template provided in an embodiment of the present invention;
Fig. 7 shows the block diagram for being suitable for the exemplary computer system/server for being used to realize embodiment of the present invention.
[specific embodiment]
To make the objectives, technical solutions, and advantages of the present invention clearer, right in the following with reference to the drawings and specific embodiments The present invention is described in detail.
The navigation casting content of content as described in the background art, the prior art is limited only to what road network acquisition came Road instruction, traffic restricted driving rule etc., the content of casting is all " junction ahead right-hand rotation ", " takes the photograph at 100 meters of front The more inflexible contents such as picture head ".But during user's practical trip, user is in addition to indicating road, traffic is restricted driving Except rule etc. is interested, " whether road flat ", " whether street lamp problematic " etc. about driving safety information for It is same or more valuable for user.However, these information can not be broadcasted by the way of the prior art.
With the rapid development of the network media, user can be by easily and quickly sending out from media, traditional network media etc. Cloth information can also easily obtain information by the various network medias.For example, user issues such as " day in social media The big road lamp in mansion, which does not work, leads to that major accident occurs ", " Jinan Mountain Areas of Southern section A uneven, it is ruined to can't bear, it overturns The information such as accident ".In addition, user can also carry out information reporting by the application of such as map class, such as pass through map class application Report " Tianfu Avenue street lamp, which does not work, leads to that major accident occurs ", " Jinan Mountain Areas of Southern section A uneven, ruined to can't bear, hair The information such as raw overturn accident ".These information can be fully utilized in the present invention and carry out navigation casting.
Fig. 1 is the method flow diagram provided in an embodiment of the present invention for generating navigation casting content, as shown in fig. 1, specifically It may comprise steps of:
In 101, the induction point in Present navigation route is determined.
" induction point " involved in the present invention refers to the location point that navigation system is arranged in each path, needs in induction point Navigation casting is carried out to user.Induction point can include but is not limited to: crossing, turn point, the location point of traffic lights, on road The corresponding location point of location point, traffic sign for disposing camera, the location point for needing lane change etc. can travel user and generate shadow Loud location point.
Induction point can be arranged and be stored in by hand by user in the database of navigation system, can also use other modes In the database for presetting and being stored in navigation system, the application is without restriction to this.In this step, when user passes through Input initial position and after final position obtains and select a bar navigation route, induction point in the navigation routine can by It is determined with the database of navigation spots information is stored in navigation system.
In 102, the casting material and casting content template induced in navigation routine a little is obtained, wherein inducing casting a little Material is excavated from network media information and is obtained.
If there are an induction points in navigation routine, casting material and the casting induced in navigation routine a little is obtained respectively Content template.Into navigation routine, there are more than one induction points, then obtain broadcasting for each induction point for each induction point respectively Material and casting content template are reported, content is broadcasted in the navigation to generate each induction point.
Specifically, the casting material of induction point can be inquired from casting material database.From casting template library, inquiry induction The casting content template of point.
The casting material for being stored with each induction point in material database is wherein broadcasted, broadcasts and is stored with each induction point in template library Broadcast content template.The casting content respectively induced in the casting material and casting template library of point a little is respectively induced in casting material database Template can establish mode using in the prior art.It is preferable to employ excavation modes provided in an embodiment of the present invention.Below The mining process of casting material and casting content template to induction point provided in an embodiment of the present invention is described in detail.
Fig. 2 is the method flow diagram of the casting material provided in an embodiment of the present invention for excavating induction point, as shown in Fig. 2, should Method may comprise steps of:
In 201, identify that route describes the content of text of class from network media information.
Network media information is obtained first.Network media information can include but is not limited in this application: such as user In blog, microblogging, wechat, video website etc. from the information of media releasing, in traditional networks matchmakers such as news category website/applications The information issued on body, the information etc. of reporting of user in map class application.
The network media information issued recently, warp can be obtained by the open interface of the above-mentioned network media in this application After crossing a series of strobe utilities such as anti-cheating, the acquisition work of network media information is completed.
Network media information in view of acquisition may be magnanimity, need therefrom to extract the content of casting value, and Just there is the text for often describing class for route casting to be worth, and such as " Tianfu Avenue street lamp, which does not work, leads to occur serious thing Therefore ", " Jinan Mountain Areas of Southern section A uneven, it is ruined can't bear, occur overturn accident " etc. about driving experience, accident etc. believe Breath.Therefore in this step, it can use the disaggregated model pre-established, identify route from the network information that user issues The content of text of class is described.
Wherein disaggregated model describes class text according to the route marked in advance and non-route describes class text and is trained It arrives.Specifically, it can collect in advance and mark route and describe class text as positive sample, the non-route of random collecting describes class text As negative sample, train classification models.After the disaggregated model is by carrying out word segmentation processing to positive sample and negative sample, word is established With the probabilistic relation of classification.It can export whether the text belongs to route description after inputting a text by disaggregated model Class text.Wherein disaggregated model can use Naive Bayes Classification Model, support vector cassification model, k nearest neighbor classification mould Type etc..
In 202, using the road dictionary pre-established, text relevant to road is obtained from the content of text identified This content.
And the content of text that not all route describes class all has navigation casting value, some routes describe class text not Can be related to specific road, such as " this road is rugged be really too difficult walk ", it is led then this text does not have yet Boat casting value.Therefore in this step, it can use the road dictionary pre-established, obtained from the content of text identified Content of text relevant to road.
It may include the title of road in road dictionary, the route that can be will acquire describes class text and road dictionary carries out Matching, if hitting road name therein, then it is assumed that be content of text relevant to road.May include in road dictionary A variety of titles such as official name, alias, the historical name on road, to be suitable for different road calls.
In 203, content of text relevant for road carries out abstract extraction and is matched to induction point, obtains being matched to Induction point casting material.
Abstract extraction is carried out firstly, for the relevant content of text of road.In this application can using at present relatively at Ripe abstract extraction technology extracts the key content and compressed text amount of text.Therefore, the application for abstract extraction mode simultaneously It is without restriction.
Then, the clip Text relevant to road of extraction is matched to the induction point on the road, obtains being matched to Induce the casting material of point.Wherein it is possible to which clip Text to be matched to the induction point of link entry.It preferably, can foundation The content of text in clip Text institute source determines the matched induction point of clip Text institute, that is to say, that according to clip Text Context matched induction point to determine.The preferred embodiment is specifically described below:
If the content of text in clip Text institute source only includes road information, the clip Text of extraction is matched to the road The induction point of road entrance.For example, from " each night walks alone Central Shanxi Plain loop wire, all as never knowing that the end at which, without road Lamp is the more high beams of cart entirely, and what is felt is panic dearly entirely " text in extract abstract " Central Shanxi Plain loop wire night do not have Street lamp, and cart is more ", then by the induction point of the entrance of the digests match to Central Shanxi Plain loop wire.
If the content of text in clip Text institute source includes the POI (Point Of Interest) on road and the road, The induction the point then clip Text of extraction being matched near the POI.For example, from " the neighbouring street lamp of Chengdu Tianfu Avenue KFC It does not work, and there is no deceleration strip, a white Rolls-Royce knocks two passerbys down, and two people are dead on the spot dut to serious wound " Text in extract abstract " Tianfu Avenue street lamp does not work, without deceleration strip ", POI KFC involved in Yin Wenben, therefore can be with By in the digests match to Tianfu Avenue at 50 meters of KFC of induction point.
If the corresponding clip Text of an induction point is obtained through the above way, using the clip Text as the induction The casting material of point.If obtaining the corresponding more than one clip Text of an induction point through the above way, one is therefrom selected Casting material of the clip Text as the induction point, or selected section or all progress from the more than one clip Text Casting material after merging as the induction point.Casting material database is added in the casting material of each induction point again.If passing through Fig. 2 institute The mode for showing embodiment obtains the corresponding casting material of induction point, and material is respectively broadcasted in broadcasting material database can be with Induction point is used as major key or index.In addition, such as lanes side obtained in the prior art by traditional road acquisition mode Casting material can also be added jointly to, the lane casting material that each induction such as regulation, camera, traffic sign is put of restricting driving Library.Equally, if leading to the corresponding multiple casting materials of an induction point after being put in storage jointly with the casting material that the prior art obtains, A casting material can be therefrom selected, or multiple casting materials are merged into a casting material.
It gives one example below for the column of process shown in Fig. 2:
The content of text for identifying that following route describes class in content is reported from blog, microblogging etc. from media, and using in advance The road dictionary first established therefrom obtains content of text relevant to road.Assuming that getting text relevant to " Central Shanxi Plain loop wire " Content is as follows:
" 107 provincial highways (Central Shanxi Plain loop wire) Weinan city Linwei district shows that the town the Lintong District intersection Xiang Qiao village Tian Shi does not have road at night Lamp, no deceleration strip, both sides of the road are all villages ".
" nearly 500 kilometers of Central Shanxi Plain loop wire overall length, without street lamp, part way is dusty, it is all patching up forever, vehicle Flow is big, and 70% is small enough to big lorry ".
" each night walks alone Central Shanxi Plain loop wire, is that cart is more entirely without street lamp all as never knowing that the end at which High beam, what is felt is panic dearly entirely ".
After carrying out abstract extraction to above-mentioned content of text, made a summary " Central Shanxi Plain loop wire night does not have a street lamp, and cart compared with It is more ", it can be using the abstract as the casting material of the induction of the entrance of Central Shanxi Plain loop wire point.By this from network media information Obtain induction point casting material a mode, compare be based purely in the prior art road network information acquisition mode obviously make in It is more abundant and comprehensive to hold dimension.
Fig. 3 is the method flow diagram of the casting content template provided in an embodiment of the present invention for excavating navigation spots, such as Fig. 3 institute Show, this method may comprise steps of:
In 301, the historical track behavior of each user is analyzed, abnormal track is obtained.
Wherein, abnormal track can include but is not limited to: track of driving against traffic regulations yaws driving trace, is obvious unreasonable Driving trace etc..
It in this step can be by the historical track behavior of each user and road information, traffic lights information, traffic rules etc. It is matched, finds track of driving against traffic regulations.Such as the driving trace of hypervelocity, the driving trace illegally turned to, the traveling made a dash across the red light Track, retrograde driving trace, the driving trace illegally moved backward, illegal lane change etc..The historical navigation of user can be travelled into rail Mark is compared with historical navigation track, finds yaw driving trace.Can also be regular by preset bad example (Bad Case), All following high speeds upper same high speed again is found, the obvious unreasonable row such as crossing straight trip is returned to after crossing is turned right Sail track.
In addition to it is above-mentioned matched or compared to obtain the mode of abnormal track automatically other than, can also combine or using artificial The mode analyzed historical navigation driving trace obtains abnormal track.
Above-mentioned exception track can be as unit of section, can also be as unit of two neighboring induction point.For example, false If in the historical navigation driving trace of certain user, act of violating regulations occurs at the L of section, it is determined that section L is abnormal track.Example again Such as, it is assumed that in the historical navigation driving trace of certain user, yawed at section M and N, it is determined that section M and N are abnormal rail Mark.For another example assuming in the historical navigation driving trace of certain user, occur between induction point m in the X of section and induction point n non- Method lane change, it is determined that inducing point m in the X of section and inducing the track between point n is abnormal track.
That is, the abnormal track obtained in this step can be one or more section, it is also possible to Yi Tiaolu Part range in section.
In 302, the casting material of the preamble induction point of abnormal track is combined, obtains each induction point information collection It closes, and records the corresponding abnormal track scene of each induction point information aggregate.
The casting material of the preamble induction point of an abnormal track is combined in this step, is obtained more than one Induction point information aggregate.Wherein the preamble induction point of the abnormal track of this set before can be abnormal track duration, set away from From or setting number induction point.When being combined, can be combined according to user by the sequence of each induction point, each group The induction point for including in conjunction is continuous.
Wherein the casting material of each induction point can be obtained from casting material database, and casting material database can use above-mentioned figure Mode shown in 2 embodiments is excavated to obtain.
For example, user have passed through 3 inductions within 500 meters of distance before the abnormal track driven in the wrong direction on a major trunk roads Point is respectively by the sequence that user passes through: induction point a, induction point b and induction point c, the casting material of each induction point are as follows:
Induce point a: casting material a1 broadcasts material a2;
Induce point b: casting material b1,
Induce point c: casting material c1 broadcasts material c2.
It obtains inducing point information aggregate as follows after being combined in the manner described above:
Set 1: casting material a1 broadcasts material b1, broadcasts material c1;
Set 2: casting material a1 broadcasts material b1, broadcasts material c2;
Set 3: casting material a2 broadcasts material b1, broadcasts material c1;
Set 4: casting material a2 broadcasts material b1, broadcasts material c2;
Set 5: casting material a1 broadcasts material b1;
Set 6: casting material a2 broadcasts material b1;
Set 7: casting material b1 broadcasts material c1;
Set 8: casting material b1 broadcasts material c2;
Set 9: casting material a1;
Set 10: casting material a2;
Set 11: casting material b1;
Set 12: casting material c1;
Set 13: casting material c2.
The corresponding abnormal track scene of the available above-mentioned set of road network information according to abnormal track and abnormal track. Assuming that the corresponding abnormal track scene of above-mentioned 13 set are as follows: tunnel exit with a distance from crossroad less than 100 meters, category of roads Reach national highway grade, GPS signal is poor in tunnel.
It is in 303, the induction point information aggregate of the same abnormal track scene of correspondence is for statistical analysis, extract each induction The casting content template of point.
The induction point information aggregate of the same abnormal track scene of all correspondences is for statistical analysis, it is full to obtain frequency of occurrence The induction point information aggregate of sufficient preset requirement, such as the induction point information aggregate that frequency of occurrence is most.Utilize the induction point information Gather included casting material building casting content template, point information collection can be induced using the casting content template as corresponding The casting content template of first induction point in conjunction.
It may include variable element and preset parameter in the casting content template finally constructed, can also only join comprising variable Number.Wherein variable element includes more than one induction point identification, to (in step 103 shown in Fig. 1) in the future for induction point When generating navigation casting content, determine according to induction point identification from the casting material of corresponding induction point broadcast in content template can Variable element.
Wherein preset parameter can be by manually adding, can also be with molar in the use casting that mode generates in the prior art Plate combines.
It can be by the casting content template generated according to process shown in Fig. 3 and using the casting that mode generates in the prior art It is common to be added in casting template library after content template establishes priority relationship.That is, an induction in casting template library Point can correspond to more than one casting content template.Casting template library in respectively broadcast content template can using induction point as Major key or index.
With continued reference to Fig. 1.
In 103, using the casting material and casting content template of induction point, content is broadcasted in the navigation for generating induction point.
Wherein, casting content template includes variable element, also may include variable element and preset parameter.According in casting The mark for the induction point that variable element includes in molar plate determines molar in the casting of induction point using the casting material of induction point Content is broadcasted in variable element in plate, the navigation for generating induction point.
For example, it is assumed that for some induces point a, it is corresponding to obtain the induction point through inquiry casting template library Broadcast content template are as follows: " [induction point a], [induction point b], [induction point c] ask pre-decelerating traveling to avoid danger ".Wherein " [] " identifies variable element, and induction point a, induction point b and induction point c are three adjacent induction points, wherein induction point a is into tunnel The front position in road, induction point b are the position in tunnel, and induction point c is the position after tunnel.
The corresponding casting material of induction point a is obtained through inquiry casting material database are as follows: " will be entered tunnel, and please be open vehicle Lamp ";Induce the corresponding casting material of point b are as follows: " GPS signal is poor in tunnel, can not be accurately your positioning ";Induce point c corresponding Broadcast material are as follows: " turn right behind 55 meters of tunnel enter commander-in-chief road out ".
After the casting material that so induction is put is as the variable element in template, the navigation for obtaining induction point a is broadcast Reporting content is that " will enter tunnel, and please open car light, GPS signal is poor in tunnel to be accurately your positioning, out 55 meters of tunnel It turns right afterwards and enters commander-in-chief road ".
One comparison is done with regard to the example, in the prior art, the induction point a casting before entering tunnel " will enter tunnel Road please open car light ", the induction point b casting " GPS signal is poor in tunnel, can not be accurately your positioning " in tunnel, in tunnel out The induction point c casting " turn right behind 55 meters of tunnel enter commander-in-chief road out " in road.Because GPS signal is weak in tunnel, can not accurately identify The location of vehicle out, therefore user is driven out to GPS signal reply behind tunnel, but if user's Vehicle Speed is slightly fast, then It is easy to cross the crossing turned right before casting terminates.Or user once recognizes to miss crossing and promptly become To the generation of accidents such as may cause overturning, knock into the back.It will be apparent that this casting mode in the prior art and unreasonable.
According to the mode of the application, then the induction point a before user drives into tunnel just broadcast " i.e. will enter tunnel, Car light please be open, GPS signal is poor in tunnel, can not be accurately your positioning, turn right behind 55 meters of tunnel enter commander-in-chief road out ".In this way User just understand that and have sufficient preparation to turn right behind 55 meters of tunnel out, to correctly be advanced.Obviously, the application Mode has fully considered logical relation and optimal casting opportunity between each induction point, allow user in the process of moving more Calm and safety.
It, can be according to broadcasting if inquiry casting template library obtains an induction point there are more than one casting content template The priority of report content template selects a navigation to generate the induction point to broadcast content.
In 104, the navigation casting content of induction point is sent to client.
The above method can be realized in server end.After the navigation casting content that server end generates each induction point, when User location reach induction point casting position when, by the induction put navigation casting down sending content give the user client, So that client carries out navigation casting.Alternatively, will respectively induce point involved in the navigation routine after user selects navigation routine Navigation casting down sending content broadcasts the induction point when the position of client reaches the casting position of induction point to client Navigation casting content.
Wherein the casting position of each induction point can determine that the strategy is pre-configured with according to different strategies, can basis The type difference of induction point carries out different configurations.For example, for some crossings, need lane change, turn round point or the like induction Point can be broadcasted in advance when distance induces point certain distance;Point is induced for traffic lights etc., it can be in induction point position Broadcast, etc..
Broadcast to navigation casting content the mode of preferred voice broadcast in embodiments of the present invention, so that user is driving It does not take sb's mind off sth during sailing.But other than the mode of voice broadcast, it can also be broadcast using the casting of such as image, text The other modes such as report, the present invention does not limit this.
It is the detailed description carried out to method provided by the present invention above, below with reference to embodiment to provided by the invention Device is described in detail.
Fig. 4 is the structure drawing of device provided in an embodiment of the present invention for generating navigation casting content, as shown in figure 4, the device It comprises determining that unit 01, acquiring unit 02 and generation unit 03, can further include transmission unit 04, material excavates list Member 05 and template excavate unit 06.
Determination unit 01 is responsible for determining the induction point in Present navigation route.
Wherein, induction point can be arranged and be stored in by hand by user in the database of navigation system, can also use it He is preset and is stored in the database of navigation system mode, and the application is without restriction to this.In this step, when with Family is by input initial position and after final position obtains and select a bar navigation route, and the induction point in the navigation routine can be with It is determined by storing the database of navigation spots information in Matching Navigation System.
Acquiring unit 02 is responsible for the casting material obtained induce in navigation routine a little and casting content template.
If there are an induction points in navigation routine, casting material and the casting induced in navigation routine a little is obtained respectively Content template.Into navigation routine, there are more than one induction points, then obtain broadcasting for each induction point for each induction point respectively Material and casting content template are reported, content is broadcasted in the navigation to generate each induction point.
Specifically, the casting material of induction point can be inquired from casting material database.From casting template library, inquiry induction The casting content template of point.
Generation unit 03, for the casting material and casting content template using induction point, the navigation for generating induction point is broadcast Report content.
Wherein, casting content template may include variable element, or including variable element and preset parameter.Generation unit 03 can be lured according to the mark for the induction point that variable element in casting content template includes using the casting material determination of induction point The variable element in casting content template a little is led, content is broadcasted in the navigation for generating induction point.
It wherein induces casting material a little to excavate in advance from network media information to obtain.Induce the casting content template of point It is to excavate to obtain in advance using the historical track behavior of each user.
Transmission unit 04, when for reaching the casting position of induction point when user location, the navigation for sending the induction point is broadcast Report content to client;Navigation a little is respectively induced to broadcast content to client, so that client in navigation routine alternatively, sending When user location reaches the casting position of induction point, the navigation casting content of the induction point is broadcasted.
Respectively induce casting material a little that can establish using mode in the prior art in casting material database, such as in road network It is established in infonnation collection process using the information collected.As a preferred embodiment, unit 05 can be excavated by material Excavate the casting material of induction point in advance in the following way:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to content of text relevant to road and is matched to induction point, obtains be matched to induction point Casting material.
Template excavates the casting content template that unit 06 excavates induction point in advance in the following way:
The historical track behavior of each user is analyzed, abnormal track is obtained;
The casting material of the preamble induction point of abnormal track is combined, more than one induction point information collection is obtained It closes, and records the corresponding abnormal track scene of each induction point information aggregate;
The induction point information aggregate of the same abnormal track scene of correspondence is for statistical analysis, in the casting for extracting induction point Molar plate.
Fig. 5 is the structural schematic diagram of the excavating gear of casting material provided in an embodiment of the present invention, i.e., above-mentioned material excavates The structural schematic diagram of unit 05, as shown in figure 5, the excavating gear of the casting material may include: text identification unit 51, text Acquiring unit 52, abstract extraction unit 53 and induction point matching unit 54.
Text identification unit 51 is responsible for identifying that route describes the content of text of class from network media information.
Network media information can include but is not limited in this application: such as user is in blog, microblogging, wechat, video From the information of media releasing, the information issued on the traditional networks media such as news category website/application such as exists for website etc. The information etc. of reporting of user in map class application.
The network media information issued recently, warp can be obtained by the open interface of the above-mentioned network media in this application After crossing a series of strobe utilities such as anti-cheating, the acquisition work of network media information is completed.
As a preferred embodiment, text identification unit 51 can use the disaggregated model pre-established, from net Identify that route describes the content of text of class in network media information;Wherein above-mentioned disaggregated model is described according to the route marked in advance Class text and non-route describe class text and are trained to obtain.Specifically, it can collect in advance and mark route and describe class text As positive sample, the non-route of random collecting describes class text as negative sample, train classification models.The disaggregated model passes through to just After sample and negative sample carry out word segmentation processing, the probabilistic relation of word and classification is established.It can be in input one by disaggregated model After a text, whether the output text, which belongs to route, describes class text.Wherein disaggregated model can use Naive Bayes Classification Model, support vector cassification model, k nearest neighbor classification model etc..
Text acquiring unit 52 is responsible for using the road dictionary pre-established, acquisition and road from the content of text identified The relevant content of text in road.
It may include the title of road in road dictionary, the route that can be will acquire describes class text and road dictionary carries out Matching, if hitting road name therein, then it is assumed that be content of text relevant to road.May include in road dictionary A variety of titles such as official name, alias, the historical name on road, to be suitable for different road calls.
Abstract extraction unit 53 is responsible for carrying out abstract extraction to content of text relevant to road.
The abstract extraction technology that current comparative maturity can be used in this application, extracts the key content of text and compression Amount of text.Therefore, the application is for abstract extraction mode and without restriction.
Induction point matching unit 54 is responsible for the clip Text of extraction being matched to induction point, obtains be matched to induction point Casting material.
Specifically, induction point matching unit 54 can carry out abstract extraction to content of text relevant to road;It will extract Clip Text relevant to road be matched to the induction point on the road, obtain being matched to the casting material of induction point;It will Casting material database is added in the casting material of each induction point.
Wherein, if the induction point that the clip Text relevant to road of extraction is matched on the road may include: to pluck The content of text for wanting content institute source only includes road information, then the clip Text of extraction is matched to the link entry Induction point;If the content of text in clip Text institute source includes the point of interest POI information on road and the road, by extraction The clip Text is matched to the induction point near the POI.
If the corresponding clip Text of an induction point is obtained by the device, using the clip Text as the induction point Casting material.If obtaining the corresponding more than one clip Text of an induction point by the device, an abstract is therefrom selected Casting material of the content as the induction point, or selected section or whole merge from above-mentioned more than one clip Text Casting material as the induction point afterwards.Casting material database is added in the casting material of each induction point again.If being obtained by the device To the corresponding casting material of an induction point, material is respectively broadcasted in casting material database can be using induction point as major key or rope Draw.It provides, take the photograph in addition, the such as driveway travel directions, lane that are obtained in the prior art by traditional road acquisition mode are restricted driving As head, traffic sign etc. respectively induce the casting material of point that casting material database can also be added jointly.Equally, and if the prior art The casting material of acquisition leads to the corresponding multiple casting materials of an induction point after being put in storage jointly, then can therefrom select a casting Material, or multiple casting materials are merged into a casting material.
Fig. 6 is the structural schematic diagram of the excavating gear of casting content template provided in an embodiment of the present invention, i.e., above-mentioned template The structural schematic diagram for excavating unit 06, as shown in fig. 6, the excavating gear of the casting content template may include: trajectory analysis list Member 61, material assembled unit 62 and statistical analysis unit 63.
Trajectory analysis unit 61 is responsible for analyzing the historical track behavior of each user, obtains abnormal track.
Wherein, abnormal track may include: drive against traffic regulations track, yaw driving trace or obvious unreasonable traveling rail Mark.Above-mentioned exception track can be as unit of section, can also be as unit of two neighboring induction point.
Material assembled unit 62 is responsible for being combined the casting material of the preamble of abnormal track induction point, obtain one with On induction point information aggregate, and record the corresponding abnormal track scene of each induction point information aggregate.
Specifically, material assembled unit 62 can will set duration, set distance or setting number before abnormal track The casting material of point is induced to be combined according to user by the sequence of each induction point.
The responsible induction point information aggregate by the same abnormal track scene of correspondence of statistical analysis unit 63 is for statistical analysis, Extract the casting content template of induction point.
Specifically, statistical analysis unit 63 can unite the induction point information aggregate of the same abnormal track scene of correspondence Meter analysis, obtains the induction point information aggregate that frequency of occurrence meets preset requirement, is included using the induction point information aggregate Material building casting content template is broadcasted, induces first induction point in point information aggregate using the casting content template as corresponding Casting content template.
It may include variable element and preset parameter in the casting content template finally constructed, can also only join comprising variable Number.Wherein variable element includes more than one induction point identification, is generating navigation casting for induction point to generation unit 03 When content, the variable element in casting content template is determined from the casting material of corresponding induction point according to induction point identification.
Wherein preset parameter can be by manually adding, can also be with molar in the use casting that mode generates in the prior art Plate combines.
Fig. 7 shows the frame for being suitable for the exemplary computer system/server 012 for being used to realize embodiment of the present invention Figure.The computer system/server 012 that Fig. 7 is shown is only an example, should not function and use to the embodiment of the present invention Range band carrys out any restrictions.
As shown in fig. 7, computer system/server 012 is showed in the form of universal computing device.Computer system/clothes The component of business device 012 can include but is not limited to: one or more processor or processing unit 016, system storage 028, connect the bus 018 of different system components (including system storage 028 and processing unit 016).
Bus 018 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller, Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts For example, these architectures include but is not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC) Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
Computer system/server 012 typically comprises a variety of computer system readable media.These media, which can be, appoints The usable medium what can be accessed by computer system/server 012, including volatile and non-volatile media, movably With immovable medium.
System storage 028 may include the computer system readable media of form of volatile memory, such as deposit at random Access to memory (RAM) 030 and/or cache memory 032.Computer system/server 012 may further include other Removable/nonremovable, volatile/non-volatile computer system storage medium.Only as an example, storage system 034 can For reading and writing immovable, non-volatile magnetic media (Fig. 7 do not show, commonly referred to as " hard disk drive ").Although in Fig. 7 It is not shown, the disc driver for reading and writing to removable non-volatile magnetic disk (such as " floppy disk ") can be provided, and to can The CD drive of mobile anonvolatile optical disk (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these situations Under, each driver can be connected by one or more data media interfaces with bus 018.Memory 028 may include At least one program product, the program product have one group of (for example, at least one) program module, these program modules are configured To execute the function of various embodiments of the present invention.
Program/utility 040 with one group of (at least one) program module 042, can store in such as memory In 028, such program module 042 includes --- but being not limited to --- operating system, one or more application program, other It may include the realization of network environment in program module and program data, each of these examples or certain combination.Journey Sequence module 042 usually executes function and/or method in embodiment described in the invention.
Computer system/server 012 can also with one or more external equipments 014 (such as keyboard, sensing equipment, Display 024 etc.) communication, in the present invention, computer system/server 012 is communicated with outside radar equipment, can also be with One or more enable a user to the equipment interacted with the computer system/server 012 communication, and/or with make the meter Any equipment (such as network interface card, the modulation that calculation machine systems/servers 012 can be communicated with one or more of the other calculating equipment Demodulator etc.) communication.This communication can be carried out by input/output (I/O) interface 022.Also, computer system/clothes Being engaged in device 012 can also be by network adapter 020 and one or more network (such as local area network (LAN), wide area network (WAN) And/or public network, such as internet) communication.As shown, network adapter 020 by bus 018 and computer system/ Other modules of server 012 communicate.It should be understood that computer system/server 012 can be combined although being not shown in Fig. 7 Using other hardware and/or software module, including but not limited to: microcode, device driver, redundant processing unit, external magnetic Dish driving array, RAID system, tape drive and data backup storage system etc..
Processing unit 016 by the program that is stored in system storage 028 of operation, thereby executing various function application with And data processing, such as realize method flow provided by the embodiment of the present invention.
Above-mentioned computer program can be set in computer storage medium, i.e., the computer storage medium is encoded with Computer program, the program by one or more computers when being executed, so that one or more computers execute in the present invention State method flow shown in embodiment and/or device operation.For example, it is real to execute the present invention by said one or multiple processors Apply method flow provided by example.
With time, the development of technology, medium meaning is more and more extensive, and the route of transmission of computer program is no longer limited by Tangible medium, can also be directly from network downloading etc..It can be using any combination of one or more computer-readable media. Computer-readable medium can be computer-readable signal media or computer readable storage medium.Computer-readable storage medium Matter for example may be-but not limited to-system, device or the device of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, or Any above combination of person.The more specific example (non exhaustive list) of computer readable storage medium includes: with one Or the electrical connections of multiple conducting wires, portable computer diskette, hard disk, random access memory (RAM), read-only memory (ROM), Erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light Memory device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer readable storage medium can With to be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or Person is in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal, Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including --- but It is not limited to --- electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be Any computer-readable medium other than computer readable storage medium, which can send, propagate or Transmission is for by the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited In --- wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++, It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.? Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or Wide area network (WAN) is connected to subscriber computer, or, it may be connected to outer computer (such as provided using Internet service Quotient is connected by internet).
The above method, device, equipment and computer storage medium provided by the invention can be with it can be seen from above description Have following advantages:
1) the casting material of induction point is excavated from network media information in a manner of generating navigation casting content, so that leading Its source of information of boat casting content is more abundant and comprehensive.
2) the casting material of induction point is excavated from network media information in a manner of generating navigation and broadcast content, when content Effect property it is higher, compare in the prior art road network acquire by way of renewal speed faster.
3) using the casting content template of the historical track Behavior mining induction point of user to generate navigation casting content Mode is more in line with the practical drive demand of user so that the form of navigation casting content is more flexible.
4) anomaly analysis, and the casting to the preamble of abnormal track induction point are carried out by the historical track behavior to user Material is combined and statisticallys analyze, so that the casting content template of induction point is extracted, so that raw based on the casting content template At navigation casting content fully considered induction point between connecting each other, compare in the prior art for induction point list One navigation casting content, can more preferably guide user to make correct Driving Decision-making.
In several embodiments provided by the present invention, it should be understood that disclosed system, device and method can be with It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit It divides, only a kind of logical function partition, there may be another division manner in actual implementation.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme 's.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention Within mind and principle, any modification, equivalent substitution, improvement and etc. done be should be included within the scope of the present invention.

Claims (20)

1. a kind of method for generating navigation casting content, which is characterized in that this method comprises:
Determine the induction point in Present navigation route;
Obtain the casting material and casting content template induced in the navigation routine a little;
Using the casting material and casting content template of the induction point, content is broadcasted in the navigation for generating the induction point;
The casting material for wherein inducing a little is excavated from network media information to be obtained.
2. the method according to claim 1, wherein this method further include:
When user location reaches the casting position of induction point, the navigation for sending the induction point broadcasts content to client;Alternatively,
It sends and navigation a little is respectively induced to broadcast content to client, so that client is arrived in user location in the navigation routine Up to the navigation casting content for when inducing the casting position put, broadcasting the induction point.
3. the method according to claim 1, wherein obtain induced in the navigation routine casting material a little and Broadcasting content template includes:
From casting material database, the casting material of the induction point is inquired;
From casting template library, the casting content template of the induction point is inquired.
4. the method according to claim 1, wherein the casting material of induction point excavates in the following way It arrives:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to the content of text relevant to road and is matched to induction point, obtains be matched to induction point Casting material.
5. according to the method described in claim 4, it is characterized in that, the identification route from the network information that user issues is retouched The content of text for stating class includes:
Using the disaggregated model pre-established, identify that route describes the content of text of class from the network media information;
Wherein the disaggregated model describes class text according to the route marked in advance and non-route describes class text and is trained It arrives.
6. according to the method described in claim 4, being mentioned it is characterized in that, carrying out abstract to the content of text relevant to road Induction point is taken and is matched to, the casting material for obtaining be matched to induction point includes:
Abstract extraction is carried out to the content of text relevant to road;
The clip Text relevant to road of extraction is matched to the induction point on the road, obtains being matched to broadcasting for induction point Report material;
Casting material database is added in the casting material of each induction point.
7. according to the method described in claim 6, it is characterized in that, the clip Text relevant to road of extraction is matched to this Induction point on road includes:
If the content of text in clip Text institute source only includes road information, the clip Text of extraction is matched to The induction point of the link entry;
If the content of text in clip Text institute source includes the point of interest POI information on road and the road, will extract The clip Text be matched to the induction point near the POI.
8. the method according to claim 1, wherein the casting content template of induction point excavates in the following way It obtains:
The historical track behavior of each user is analyzed, abnormal track is obtained;
The casting material of the preamble induction point of abnormal track is combined, more than one induction point information aggregate is obtained, and Record the corresponding abnormal track scene of each induction point information aggregate;
The induction point information aggregate of the same abnormal track scene of correspondence is for statistical analysis, extract molar in the casting of induction point Plate.
9. the method according to claim 1, wherein utilizing molar in the casting material of the induction point and casting Plate, the navigation casting content for generating the induction point include:
The variable element broadcasted in content template that the induction point is determined using the casting material of the induction point, described in generation Content is broadcasted in the navigation of induction point;
Wherein the casting content template includes variable element, or including variable element and preset parameter.
10. a kind of method for digging for broadcasting material, which is characterized in that this method comprises:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to the content of text relevant to road and is matched to induction point, obtains be matched to induction point Casting material.
11. according to the method described in claim 10, it is characterized in that, described identify route from the network information that user issues Description class content of text include:
Using the disaggregated model pre-established, from being identified in the network information that the user issues in text that route describes class Hold;
Wherein the disaggregated model describes class text according to the route marked in advance and non-route describes class text and is trained It arrives.
12. according to the method described in claim 10, it is characterized in that, making a summary to the content of text relevant to road Induction point is extracted and is matched to, the casting material for obtaining be matched to induction point includes:
Abstract extraction is carried out to the content of text relevant to road;
The clip Text relevant to road of extraction is matched to the induction point on the road, obtains being matched to broadcasting for induction point Report material;
Casting material database is added in the casting material of each induction point.
13. according to the method for claim 12, which is characterized in that the clip Text relevant to road of extraction to be matched to Induction point on the road includes:
If the content of text in clip Text institute source only includes road information, the clip Text of extraction is matched to The induction point of the link entry;
If the content of text in clip Text institute source includes the point of interest POI information on road and the road, will extract The clip Text be matched to the induction point near the POI.
14. a kind of device for generating navigation casting content, which is characterized in that the device includes:
Determination unit, for determining the induction point in Present navigation route;
Acquiring unit, for obtaining the casting material and casting content template that induce in the navigation routine a little;
Generation unit generates the navigation of the induction point for the casting material and casting content template using the induction point Broadcast content;
The casting material for wherein inducing a little is excavated from network media information to be obtained.
15. device according to claim 14, which is characterized in that the device further include:
Transmission unit when for reaching the casting position of induction point when user location, sends the navigation casting content of the induction point To client;Navigation a little is respectively induced to broadcast content to client, so that client exists in the navigation routine alternatively, sending When user location reaches the casting position of induction point, the navigation casting content of the induction point is broadcasted.
16. device according to claim 14, which is characterized in that the device further include:
Material excavates unit, for excavating the casting material of induction point in the following way:
Identify that route describes the content of text of class from network media information;
Using the road dictionary pre-established, content of text relevant to road is obtained from the content of text identified;
Abstract extraction is carried out to the content of text relevant to road and is matched to induction point, obtains be matched to induction point Casting material.
17. a kind of excavating gear for broadcasting material, which is characterized in that the device includes:
Text identification unit, for identifying that route describes the content of text of class from network media information;
Text acquiring unit, for being obtained and road phase from the content of text identified using the road dictionary pre-established The content of text of pass;
Abstract extraction unit, for carrying out abstract extraction to the content of text relevant to road;
Induction point matching unit obtains broadcasting for be matched to induction point for the clip Text of extraction to be matched to induction point Report material.
18. device according to claim 17, which is characterized in that the text identification unit is specifically used for: using in advance The disaggregated model of foundation identifies that route describes the content of text of class from the network information that the user issues;
Wherein the disaggregated model describes class text according to the route marked in advance and non-route describes class text and is trained It arrives.
19. a kind of equipment, which is characterized in that the equipment includes:
One or more processors;
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real The now method as described in any in claim 1-13.
20. a kind of storage medium comprising computer executable instructions, the computer executable instructions are by computer disposal For executing the method as described in any in claim 1-13 when device executes.
CN201910300542.3A 2019-04-15 2019-04-15 Method, device and equipment for generating navigation broadcast content and computer storage medium Active CN110175218B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910300542.3A CN110175218B (en) 2019-04-15 2019-04-15 Method, device and equipment for generating navigation broadcast content and computer storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910300542.3A CN110175218B (en) 2019-04-15 2019-04-15 Method, device and equipment for generating navigation broadcast content and computer storage medium

Publications (2)

Publication Number Publication Date
CN110175218A true CN110175218A (en) 2019-08-27
CN110175218B CN110175218B (en) 2020-08-28

Family

ID=67689522

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910300542.3A Active CN110175218B (en) 2019-04-15 2019-04-15 Method, device and equipment for generating navigation broadcast content and computer storage medium

Country Status (1)

Country Link
CN (1) CN110175218B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110579219A (en) * 2019-09-09 2019-12-17 腾讯大地通途(北京)科技有限公司 Track data processing method and device, storage medium and computer equipment
CN112767909A (en) * 2021-01-27 2021-05-07 腾讯科技(深圳)有限公司 Audio mixing method, device, medium and electronic equipment
CN113566842A (en) * 2021-07-26 2021-10-29 北京百度网讯科技有限公司 Data processing method, device, equipment and storage medium

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120191476A1 (en) * 2011-01-20 2012-07-26 Reid C Shane Systems and methods for collection, organization and display of ems information
JP2013127460A (en) * 2011-12-16 2013-06-27 Toyota Infotechnology Center Co Ltd Navigation system
CN104197946A (en) * 2014-09-04 2014-12-10 百度在线网络技术(北京)有限公司 Voice navigation method, device and system
CN104794181A (en) * 2015-04-09 2015-07-22 北京搜狗科技发展有限公司 Method and device for processing services based on electronic map
CN105277205A (en) * 2015-10-21 2016-01-27 百度在线网络技术(北京)有限公司 Method and device for providing user with public traffic navigation service
CN107798079A (en) * 2017-09-30 2018-03-13 北京泓达九通科技发展有限公司 Section joining method and system based on track of vehicle data
US20190056229A1 (en) * 2017-08-16 2019-02-21 Wipro Limited Method and device for determining navigation of a vehicle based on feasibility of events

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120191476A1 (en) * 2011-01-20 2012-07-26 Reid C Shane Systems and methods for collection, organization and display of ems information
JP2013127460A (en) * 2011-12-16 2013-06-27 Toyota Infotechnology Center Co Ltd Navigation system
CN104197946A (en) * 2014-09-04 2014-12-10 百度在线网络技术(北京)有限公司 Voice navigation method, device and system
CN104794181A (en) * 2015-04-09 2015-07-22 北京搜狗科技发展有限公司 Method and device for processing services based on electronic map
CN105277205A (en) * 2015-10-21 2016-01-27 百度在线网络技术(北京)有限公司 Method and device for providing user with public traffic navigation service
US20190056229A1 (en) * 2017-08-16 2019-02-21 Wipro Limited Method and device for determining navigation of a vehicle based on feasibility of events
CN107798079A (en) * 2017-09-30 2018-03-13 北京泓达九通科技发展有限公司 Section joining method and system based on track of vehicle data

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
MARKUS HIPP: "Navigating in process model repositories and enterprise process information", 《2014 IEEE EIGHTH INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE (RCIS)》 *
孙兵: "基于AGPS的智能导航系统软件开发与研究", 《中国优秀硕士学位论文全文数据库》 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110579219A (en) * 2019-09-09 2019-12-17 腾讯大地通途(北京)科技有限公司 Track data processing method and device, storage medium and computer equipment
CN112767909A (en) * 2021-01-27 2021-05-07 腾讯科技(深圳)有限公司 Audio mixing method, device, medium and electronic equipment
CN113566842A (en) * 2021-07-26 2021-10-29 北京百度网讯科技有限公司 Data processing method, device, equipment and storage medium

Also Published As

Publication number Publication date
CN110175218B (en) 2020-08-28

Similar Documents

Publication Publication Date Title
CN107843440B (en) System and method for testing performance of automatic driving vehicle
CN110174116A (en) Generate method, apparatus, equipment and the computer storage medium of navigation casting content
JP4600478B2 (en) Route guidance system and route guidance method
JP4513740B2 (en) Route guidance system and route guidance method
JP4470873B2 (en) Route guidance system and route guidance method
CN110111566A (en) Trajectory predictions method, apparatus and storage medium
CN107408343A (en) Automatic Pilot accessory system, automatic Pilot householder method and computer program
BR112019016268B1 (en) METHOD FOR USE IN CROSSING A VEHICLE AND AUTONOMOUS VEHICLE TRANSPORTATION NETWORK
US20070106459A1 (en) Route navigation systems, methods and programs
CN104200659B (en) Whether a kind of emphasis vehicle is by the decision method of regulation link travel
JP2007155352A (en) Route guide system and method
CN110175218A (en) Generate method, apparatus, equipment and the computer storage medium of navigation casting content
CN109859505B (en) Early warning processing method, device, server and medium for high-speed station
CN103366560A (en) Vehicle-following detection method, system and application for road traffic state
CN108766031A (en) A kind of method and apparatus of detection lane obstructions object
JP4591311B2 (en) Route guidance system and route guidance method
CN114518122A (en) Driving navigation method, driving navigation device, computer equipment, storage medium and computer program product
CN113511204B (en) Vehicle lane changing behavior identification method and related equipment
Liu et al. New generation of smart highway: Framework and insights
JP4595866B2 (en) Route information creation system and route information creation method
US20090043492A1 (en) Information guidance systems, methods, and programs
JP4572823B2 (en) Route guidance system and route guidance method
CN114722931A (en) Vehicle-mounted data processing method and device, data acquisition equipment and storage medium
KR100970134B1 (en) System and methodf for navigation, storage medium recording that method program
CN109377759B (en) Method for acquiring train journey time in discontinuous traffic flow

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant