CN106354719B - POI service providing method, POI data processing method and processing device - Google Patents

POI service providing method, POI data processing method and processing device Download PDF

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CN106354719B
CN106354719B CN201510409113.1A CN201510409113A CN106354719B CN 106354719 B CN106354719 B CN 106354719B CN 201510409113 A CN201510409113 A CN 201510409113A CN 106354719 B CN106354719 B CN 106354719B
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poi
processed
unexpected winner
thresholding
hot topic
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CN106354719A (en
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王瑜
王金明
王瑞
叶舟
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Alibaba Damo Institute Hangzhou Technology Co Ltd
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阿里巴巴集团控股有限公司
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Priority to CN201510409113.1A priority Critical patent/CN106354719B/en
Priority to PCT/CN2016/088323 priority patent/WO2017008653A1/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9537Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29Geographical information databases

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  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
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Abstract

The application provides a kind of POI service providing method, POI data processing method and processing device.POI service providing method includes: to receive the POI service request of user, and POI service request is directed toward target POI;If target POI belongs to unexpected winner POI, the popular POI of target POI binding is obtained, unexpected winner POI refers to that POI of public's popularity less than the first thresholding, popular POI refer to that public's popularity is greater than or equal to the POI of the second thresholding, and the second thresholding is greater than or equal to the first thresholding;According to the popular POI that target POI and target POI is bound, corresponding service is provided a user.The application is provided services to the user according to unexpected winner POI and together with the popular POI that it is bound, can reduce to a certain extent because unexpected winner POI be not easy it is identified due to lead to not the probability for obtaining service, be conducive to improve the probability for successfully obtaining service.

Description

POI service providing method, POI data processing method and processing device
[technical field]
This application involves Internet technical field more particularly to a kind of POI service providing methods, POI data processing method And device.
[background technique]
In geographical service, often there is non-popular point of interest (Point Of Interest, POI), these are non-big The POI of crowdization is generally not easy to be identified.When the POI service request of user is related to non-popular POI, the meeting in Address Recognition Carry out bigger difficulty to various service bands, therefore is difficult to obtain corresponding POI service.For example, there is user to request tax services, Its destination is " village xx ", and most taxi drivers do not know the definite place in " village xx ", therefore the user is difficult to obtain To the tax services in " village xx ".
[summary of the invention]
The many aspects of the application provide a kind of POI service providing method, POI data processing method and processing device, to mention The high probability for successfully obtaining POI service.
The one side of the application provides a kind of POI service providing method, comprising:
The POI service request of user is received, the POI service request is directed toward target POI;
If the target POI belongs to unexpected winner POI, the popular POI of the target POI binding is obtained, the unexpected winner POI is Refer to that POI of public's popularity less than the first thresholding, the hot topic POI refer to that public's popularity is greater than or equal to the second thresholding POI, second thresholding are greater than or equal to first thresholding;
According to the popular POI that the target POI and target POI is bound, Xiang Suoshu user provides corresponding service.
The another aspect of the application provides a kind of POI data processing method, comprising:
Obtain public's popularity of at least two POI to be processed;
According to public's popularity of described at least two POI to be processed, determine cold in described at least two POI to be processed Door POI and hot topic POI, the unexpected winner POI refer to that POI of public's popularity less than the first thresholding, the hot topic POI refer to the public Popularity is greater than or equal to the POI of the second thresholding, and second thresholding is greater than or equal to first thresholding;
The unexpected winner POI and the hot topic POI are bound.
The another aspect of the application provides a kind of POI service providing apparatus, comprising:
Receiving module, for receiving the POI service request of user, the POI service request is directed toward target POI;
Module is obtained, for when the target POI belongs to unexpected winner POI, obtaining the popular POI of the target POI binding, The unexpected winner POI refers to that POI of public's popularity less than the first thresholding, the hot topic POI refer to that public's popularity is greater than or waits In the POI of the second thresholding, second thresholding is greater than or equal to first thresholding;
Module is provided, for the popular POI according to the target POI and target POI binding, Xiang Suoshu user is provided Corresponding service.
The another aspect of the application provides a kind of POI data processing unit, comprising:
Module is obtained, for obtaining public's popularity of at least two POI to be processed;
Determining module, for public's popularity according to described at least two POI to be processed, determine described at least two to The unexpected winner POI and hot topic POI in POI are handled, the unexpected winner POI refers to POI of public's popularity less than the first thresholding, the heat Door POI refers to that public's popularity is greater than or equal to the POI of the second thresholding, and second thresholding is greater than or equal to described first Limit;
Binding module, for binding the unexpected winner POI and the hot topic POI.
In this application, it is greater than or waits with public's popularity by the unexpected winner POI by public's popularity less than the first thresholding Bound in the popular POI of the second thresholding, when user requests POI service, if target POI belongs to unexpected winner POI, obtain with Its popular POI bound is provided services to the user according to target POI and together with the popular POI that it is bound, to a certain extent may be used With reduce because unexpected winner POI be not easy it is identified due to lead to not the probability for obtaining service, be conducive to improve and successfully obtain the general of service Rate.
[Detailed description of the invention]
It in order to more clearly explain the technical solutions in the embodiments of the present application, below will be to embodiment or description of the prior art Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is some realities of the application Example is applied, it for those of ordinary skill in the art, without any creative labor, can also be attached according to these Figure obtains other attached drawings.
Fig. 1 is the flow diagram for the POI service providing method that one embodiment of the application provides;
Fig. 2 is the flow diagram for the POI data processing method that one embodiment of the application provides;
Fig. 3 is the structural schematic diagram for the POI service providing apparatus that one embodiment of the application provides;
Fig. 4 is the structural schematic diagram for the POI data processing unit that one embodiment of the application provides.
[specific embodiment]
To keep the purposes, technical schemes and advantages of the embodiment of the present application clearer, below in conjunction with the embodiment of the present application In attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is Some embodiments of the present application, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art Every other embodiment obtained without creative efforts, shall fall in the protection scope of this application.
Fig. 1 is the flow diagram for the POI service providing method that one embodiment of the application provides.As shown in Figure 1, this method Include:
101, the POI service request of user is received, which is directed toward target POI.
If 102, target POI belongs to unexpected winner POI, the popular POI of target POI binding is obtained.
103, the popular POI bound according to target POI and target POI, provides a user corresponding service.
In the present embodiment, the corresponding specific geographical location POI, is address of the people to the geographical location.It surrounds POI, user can obtain various services, these services can be traffic information service related with POI, taxi In service, food and beverage sevice, navigation Service, search service, positioning service, generation, drive service, household services, tourism recommendation service, health At least one of service, study coach service and entertainment service etc..Unexpected winner POI refers to public's popularity less than the first thresholding POI;Popular POI refers to that public's popularity is greater than or equal to the POI of the second thresholding.Wherein, public's popularity of POI can use Different standards is measured, then the first thresholding and the second thresholding also have different definition.
For example, public's popularity of the POI can be measured according to the quantity of the user of understanding POI, the use of the POI is recognized Family is more, and public's popularity of the POI is higher;If the user for recognizing the POI is more than some thresholding (such as second thresholding), Think that the POI is popular POI;If recognizing the user of the POI lower than some thresholding (such as first thresholding), then it is assumed that the POI is Unexpected winner POI.In the citing, the first thresholding and the second thresholding refer respectively to the thresholding of number of users.
In another example public's popularity of the POI can be measured according to the requested number of POI, the POI requested time Number is more, and public's popularity of the POI is higher;If the requested number of the POI is more than some thresholding (such as second thresholding), Then think that the POI is popular POI;If the requested number of the POI is lower than some thresholding (such as first thresholding), then it is assumed that should POI is unexpected winner POI.In the citing, the first thresholding and the second thresholding are the thresholding of request number of times respectively.Wherein, POI is requested Number can be embodied by being directed toward the quantity of the POI service request of the POI.
In another example to measure public's popularity of the POI according to the information content at POI, the information content at the POI is got over More, public's popularity of the POI is higher;If the information content at the POI is more than some thresholding (such as second thresholding), then it is assumed that The POI is popular POI;If the information content at the POI is lower than some thresholding (such as first thresholding), then it is assumed that the POI is unexpected winner POI.In the citing, the first thresholding and the second thresholding are the thresholding of information content respectively.Wherein, the information content at POI can be At least one of flow of the people, vehicle flowrate, mobile terminal quantity, quantity of popular trade company etc..
It is worth noting that the present embodiment to the value of the first thresholding and the second thresholding without limitation.It is well-known according to the public The difference of the measurement standard of degree, the first thresholding and the second thresholding would also vary from value.Wherein, the second thresholding can be big In the first thresholding, the first thresholding can also be equal to.In addition, for the ease of distinguishing unexpected winner POI from least two POI to be processed With popular POI, allow to be adjusted the first thresholding and the second thresholding.For example, if all POI at least two POI to be processed The quantity of corresponding POI service request is all larger than or is equal to the second thresholding, then adjustable first thresholding and the second thresholding, such as First thresholding and the second thresholding are increased, so that existing simultaneously unexpected winner POI and hot topic POI at least two POI to be processed.
It, can also be by the popular POI and unexpected winner in directly specified at least two POI to be processed of user in addition to aforesaid way POI。
In the present embodiment, unexpected winner POI and hot topic POI are bound in advance.Wherein, unexpected winner POI is that have with popular POI In general the POI of certain relationship is to bind unexpected winner POI similar in position and hot topic POI, such as by same position area Unexpected winner POI and hot topic POI in domain is bound.Due to all known hot topic POI of user, unexpected winner POI and hot topic POI are tied up After fixed, user can identify bound unexpected winner POI by popular POI, so that solving unexpected winner POI is not easy identified ask Topic.For example, general few people know the definite place in the village A, so the village A belongs to unexpected winner POI, but the garden the B category near the village A In popular POI, most people recognize the garden B, therefore the village A and the garden B can be bound, and reach user by the garden B Identify the purpose in the village A.
It is worth noting that the meaning of " binding " in the present embodiment be not be overlapped the geographical location of two POI, and It is the connection established between two POI, to show popular POI simultaneously when searching for unexpected winner POI, and it is in place to provide two POI The relationship set, in order to be identified by hot topic POI to unexpected winner POI.It is worth noting that can when searching for hot topic POI Not show unexpected winner POI, that is to say, that the direction of this binding is that unexpected winner POI centainly binds hot topic POI, but hot topic POI can be with Not reverse bounding unexpected winner POI.
POI service providing method provided in this embodiment is real based on the binding relationship between above-mentioned unexpected winner POI and hot topic POI It applies, specific implementation process is as described below:
When user requests POI service, POI service request is issued to POI service providing apparatus.For example, user can lead to It crosses its terminal and issues POI service request to POI service providing apparatus.Specifically, corresponding clothes can be installed in the terminal of user The client of business issues POI service request by the client.For example, user often inputs one in the address box of taxi-hailing software Secondary address, which is all equivalent to, has issued a POI service request.Wherein, which, which is directed toward, services corresponding POI, referred to as For target POI, i.e. expression user wishes to obtain the service near target POI.For example, the POI service request is requested Service can be traffic information service near target POI, tax services, food and beverage sevice, navigation Service, search clothes In business, positioning service, generation, drive service, household services, tourism recommendation service, health service, study coach service and entertainment service etc. At least one of.
POI service providing apparatus receives the POI service request of user, determines target POI according to the POI service request, sentences Disconnected target POI belongs to unexpected winner POI or hot topic POI, such as can be according to the measurement standard of public's popularity of POI, to sentence Disconnected target POI belongs to unexpected winner POI or hot topic POI.Such as the number of users of target POI is recognized less than the first thresholding, or The requested number of target POI is less than the first thresholding, it is meant that target POI belongs to unexpected winner POI.If target POI belongs to unexpected winner POI, POI service providing apparatus obtain the popular POI of target POI binding, are bound later according to target POI and target POI Popular POI provides a user corresponding service together.
For example, it is assumed that user requests tax services, destination is the village A, and the village A is the target POI in the present embodiment, But most taxi drivers are difficult to know that the definite place in the village A, the village A belong to unexpected winner POI, but the garden B near the village A Belong to popular POI, taxi driver generally recognizes the garden B, due in advance being bound the village A and the garden B, so POI The garden B of the available village the A binding of service providing apparatus, then provides a user tax services according to the village A and the garden B.Tool Body, the village A and the garden B can be supplied to each taxi driver by POI service providing apparatus simultaneously, such taxi driver due to The garden B is recognized so tax services can be provided a user with order.
In another example, it is assumed that user requests food and beverage sevice, and food and drink position is F cell, and F cell is the target in the present embodiment POI, but each food and beverage sevice provider generally less pays close attention to the F cell, F cell belongs to unexpected winner POI, but is located at F cell side On the University Area G belong to popular POI, food and beverage sevice provider generally all recognizes G university, thus in advance by F cell and G university into Row binding, the G university of the available F cell binding of such POI service providing apparatus, then according to F cell and G university to user Food and beverage sevice is provided.Specifically, POI service providing apparatus may search for being located at the catering information near F cell and/or G university And it is supplied to user.
It is worth noting that the executing subject POI service of the present embodiment provides dress in the citing of above-mentioned tax services It sets and can be used as server-side in taxi-hailing software to realize.In the citing of above-mentioned food and beverage sevice, the executing subject of the present embodiment POI service providing apparatus can be used as search engine to realize.According to the difference of the requested service form of POI service request, The POI service providing apparatus of the present embodiment may be provided as server-side or the client of respective service to realize.
Optionally, the above-mentioned process that target POI is determined according to POI service request includes: the finger carried to POI service request Address participle is carried out to the address text of target POI, to determine target POI.Address participle can use existing " two-way maximum With " algorithm, the process of the algorithm is that entire address text is first taken word from front to back, reduces by a word every time, is found using dictionary Word is made pauses in reading unpunctuated ancient writings;Then it takes word from back to front again, reduces by a word every time, find word using dictionary and make pauses in reading unpunctuated ancient writings;Therefrom select Big granularity word is more and non-dictionary word is few word segmentation result is selected as target POI.
It is further alternative, above-mentioned word segmentation result can also be corrected.It is, for example, possible to use " searching for generally " calculations Method, the process of the algorithm are that the word frequency of each correct POI is obtained using the corpus of high quality, then calculate correct POI with it is required The editing distance (edit distance) of the POI to be corrected (i.e. above-mentioned word segmentation result) finally selects " word frequency/editing distance " The smallest correct POI is as final goal POI.
Optionally, it includes: to obtain by target that POI service providing apparatus, which is obtained with the process of the popular POI of target POI binding, The POI binding relationship that unexpected winner POI and hot topic POI in the region of the position POI are constituted;By target POI in the POI binding relationship In matched;If the unexpected winner POI in matching in the POI binding relationship, obtains heat bound in the unexpected winner POI in matching Door POI.In the optional embodiment, binding relationship is formed between the unexpected winner POI in same position region and hot topic POI, this Sample can successfully pass popular POI and identify that unexpected winner POI's is general at a distance of relatively close, can be improved between unexpected winner POI and hot topic POI Rate.
Optionally, if target POI itself belongs to popular POI, POI service providing apparatus can be directly according to the target POI provides a user corresponding service.For example, POI service providing apparatus can be directly by mesh when user's request is called a taxi and serviced Mark POI is supplied to taxi driver, for taxi driver's order.
From the foregoing, it can be seen that the present embodiment is when the target POI that user requests belongs to unexpected winner POI, according to target POI and and its The popular POI of binding is provided services to the user together, can be reduced to a certain extent because unexpected winner POI is not easy to lead to nothing due to being identified Method obtains the probability of service, is conducive to improve the probability for successfully obtaining service.
Fig. 2 is the flow diagram for the POI data processing method that one embodiment of the application provides.As shown in Fig. 2, this method Include:
201, public's popularity of at least two POI to be processed is obtained.
202, according to public's popularity of at least two POI to be processed, the unexpected winner at least two POI to be processed is determined POI and hot topic POI.
203, unexpected winner POI and hot topic POI are bound.
In the present embodiment, the corresponding specific geographical location POI, is address of the people to the geographical location.It surrounds POI, user can obtain various services, these services can be traffic information service related with POI, taxi In service, food and beverage sevice, navigation Service, search service, positioning service, generation, drive service, household services, tourism recommendation service, health At least one of service, study coach service and entertainment service etc..For ease of description, the present embodiment will need to carry out at binding The POI of reason is known as POI to be processed, and POI to be processed can be arbitrary POI.Unexpected winner POI refers to public's popularity less than the first thresholding POI;Popular POI refers to that public's popularity is greater than or equal to the POI of the second thresholding.Wherein, public's popularity of POI can adopt It is measured with different standards, then the first thresholding and the second thresholding also have different definition.
For example, public's popularity of the POI can be measured according to the quantity of the user of understanding POI, the use of the POI is recognized Family is more, and public's popularity of the POI is higher;If the user for recognizing the POI is more than some thresholding (such as second thresholding), Think that the POI is popular POI;If recognizing the user of the POI lower than some thresholding (such as first thresholding), then it is assumed that the POI is Unexpected winner POI.In the citing, the first thresholding and the second thresholding refer respectively to the thresholding of number of users.
Based on above-mentioned, a kind of mode for the public's popularity obtaining at least two POI to be processed be may is that at least two Each of a POI to be processed POI to be processed, statistics recognizes the number of users of the POI to be processed, according to the number of users counted Measure the public's popularity for determining the POI to be processed.A kind of simple mode are as follows: directly using the number of users counted as wait locate Manage public's popularity of POI.Alternatively, numerical value processing, such as weighting processing can also be carried out to the number of users counted, will count It is worth public popularity of the result of processing as POI to be processed.
In another example public's popularity of the POI can be measured according to the requested number of POI, the POI requested time Number is more, and public's popularity of the POI is higher;If the requested number of the POI is more than some thresholding (such as second thresholding), Then think that the POI is popular POI;If the requested number of the POI is lower than some thresholding (such as first thresholding), then it is assumed that should POI is unexpected winner POI.In the citing, the first thresholding and the second thresholding are the thresholding of request number of times respectively.Wherein, POI is requested Number can be embodied by being directed toward the quantity of the POI service request of the POI.
Based on above-mentioned, a kind of mode for the public's popularity obtaining at least two POI to be processed be may is that at least two Each of a POI to be processed POI to be processed, statistics is directed toward the quantity of the POI service request of the POI to be processed, according to statistics The quantity of the POI service request of direction POI to be processed out determines public's popularity of the POI to be processed.A kind of simple side Formula are as follows: directly using the quantity of the POI service request of the direction POI to be processed counted as public's popularity of POI to be processed. Alternatively, numerical value processing can also be carried out to the quantity of the POI service request of the direction POI to be processed counted, such as at weighting Reason, the result that numerical value is handled is as public's popularity of POI to be processed.
Correspondingly, a kind of public's popularity according at least two POI to be processed, determines at least two POI to be processed Unexpected winner POI and hot topic POI mode are as follows: each of POI to be processed at least two POI to be processed, obtain be directed toward this The quantity of the POI service request of POI to be processed;If the quantity for being directed toward the POI service request of the POI to be processed is greater than or equal to the Two thresholdings determine that the POI to be processed is hot topic POI;If being directed toward the quantity of POI service request of the POI to be processed less than first Thresholding determines that the POI to be processed is unexpected winner POI.
In another example to measure public's popularity of the POI according to the information content at POI, the information content at the POI is got over More, public's popularity of the POI is higher;If the information content at the POI is more than some thresholding (such as second thresholding), then it is assumed that The POI is popular POI;If the information content at the POI is lower than some thresholding (such as first thresholding), then it is assumed that the POI is unexpected winner POI.In the citing, the first thresholding and the second thresholding are the thresholding of information content respectively.Wherein, the information content at POI can be At least one of flow of the people, vehicle flowrate, mobile terminal quantity, quantity of popular trade company etc..
Based on above-mentioned, a kind of mode for the public's popularity obtaining at least two POI to be processed be may is that at least two Each of a POI to be processed POI to be processed, counts the information content at the POI to be processed, according to count this is to be processed Information content at POI determines public's popularity of the POI to be processed.A kind of simple mode are as follows: directly should be to by what is counted Handle public popularity of the information content at POI as POI to be processed.Alternatively, at can also be to the POI to be processed counted Information content carry out numerical value processing, such as weighting processing, using numerical value handle result as public's popularity of POI to be processed.
Correspondingly, a kind of public's popularity according at least two POI to be processed, determines at least two POI to be processed Unexpected winner POI and hot topic POI mode are as follows: each of POI to be processed at least two POI to be processed, obtain this wait locate Manage the information content at POI;If the information content at the POI to be processed is greater than or equal to the second thresholding, determine the POI to be processed for heat Door POI;If the information content at the POI to be processed less than the first thresholding, determines that the POI to be processed is unexpected winner POI.
It is worth noting that the present embodiment to the value of the first thresholding and the second thresholding without limitation.It is well-known according to the public The difference of the measurement standard of degree, the first thresholding and the second thresholding would also vary from value.Wherein, the second thresholding can be big In the first thresholding, the first thresholding can also be equal to.In addition, for the ease of distinguishing unexpected winner POI from least two POI to be processed With popular POI, allow to be adjusted the first thresholding and the second thresholding.For example, if all POI at least two POI to be processed The quantity of corresponding POI service request is all larger than or is equal to the second thresholding, then adjustable first thresholding and the second thresholding, such as First thresholding and the second thresholding are increased, so that existing simultaneously unexpected winner POI and hot topic POI at least two POI to be processed.
It, can also be by the popular POI and unexpected winner in directly specified at least two POI to be processed of user in addition to aforesaid way POI。
It, can be by unexpected winner POI and hot topic after determining the unexpected winner POI at least two POI to be processed and hot topic POI POI is bound, and POI binding relationship is formed, in order to achieve the purpose that identify unexpected winner POI by popular POI.
It is worth noting that the meaning of " binding " in the present embodiment be not be overlapped the geographical location of two POI, and It is the connection established between two POI, to show popular POI simultaneously when searching for unexpected winner POI, and it is in place to provide two POI The relationship set, in order to be identified by hot topic POI to unexpected winner POI.It is worth noting that can when searching for hot topic POI Not show unexpected winner POI, that is to say, that the direction of this binding is that unexpected winner POI centainly binds hot topic POI, but hot topic POI can be with Not reverse bounding unexpected winner POI.
Wherein, unexpected winner POI and hot topic POI are bound, can use but is not limited to following methods:
First way: unexpected winner POI and hot topic POI are bound at random.In this approach, POI data processing unit Random selection unexpected winner POI and hot topic POI every time, then binds randomly selected unexpected winner POI and hot topic POI.This side Formula realization is more flexible, smaller to the limitation of the unexpected winner POI and hot topic POI that form binding relationship.
The second way: unexpected winner POI is bound with the highest POI of public's popularity in popular POI respectively.In the party In formula, POI data processing unit selects the highest POI of public's popularity from popular POI, such as can select from popular POI The most popular POI of quantity for the POI service request for being directed toward POI is selected as the highest POI of public's popularity, it then will be all cold Door POI is bound with the highest POI of public's popularity respectively.Wherein, POI data processing unit can be well-known according to the public It spends descending sequence to be ranked up popular POI, selects the popular POI to make number one highest as public's popularity POI.This all unexpected winner POI are bound with the highest POI of public's popularity, are conducive to give full play to public's popularity most The advantage of high POI improves the recognition accuracy to unexpected winner POI.
The third mode:, will be at a distance of nearest unexpected winner POI and hot topic according to the distance between unexpected winner POI and hot topic POI POI is bound.In this approach, POI data processing unit determines the distance between unexpected winner POI and hot topic POI, such as can be with According to unexpected winner POI, corresponding latitude and longitude information is calculated at a distance between the two with hot topic POI, and then is selected at a distance of nearest unexpected winner POI and hot topic POI forms binding relationship.
Unexpected winner POI in POI to be processed and hot topic POI can be identified using method provided in this embodiment and by unexpected winner POI and hot topic POI are bound, and POI binding relationship is formed.Due to all known hot topic POI of user, by unexpected winner POI and hot topic POI After being bound, user can identify bound unexpected winner POI by popular POI, be not easy to be known to solve unexpected winner POI Other problem.For example, general few people know the definite place in the village A, so the village A belongs to unexpected winner POI, but the B near the village A Garden belongs to popular POI, and most people recognize the garden B, therefore the village A and the garden B can be bound, and is reached by the garden B The purpose in the village A is identified to user.
It is worth noting that the unexpected winner POI and hot topic POI that form binding relationship have certain relationship.It in general is by one Fixed unexpected winner POI and the hot topic POI in relatively close is bound, such as by the unexpected winner POI and hot topic POI in same position region It is bound.Based on this, before obtaining at least two POI to be processed, need to divide the band of position to be processed, acquisition belongs to same At least two POI of one band of position to be processed are as at least two POI to be processed.
Wherein, the division of the band of position to be processed needs depending on application scenarios.For example, can be by country, one The geographic area in a province or a city divides initial Location Area, forms at least one as initial Location Area The band of position to be processed.For each band of position to be processed, using the POI in the band of position to be processed as POI to be processed, It identifies the unexpected winner POI and hot topic POI in the band of position to be processed, resettles the unexpected winner POI in the band of position to be processed With the binding relationship between popular POI.
It optionally, can be by the corresponding band of position of each geohash grid, as a band of position to be processed.Its In, geohash grid can be the grid of 500m*500m, be also possible to grid of 1000m*1000m, etc..
Further, it is possible to configure identical ID for the POI in each band of position to be processed, belonged to identifying these POI The same band of position to be processed.Wherein, POI can be indicated by POI data, the POI data generally comprise POI title, The information such as the latitude and longitude coordinates of POI, the ID of the place band of position to be processed and public's popularity data.The public of the POI The quantity or the information content at the POI that popularity data can be directed to the POI service request of the POI, such as flow of the people, Vehicle flowrate, the quantity of mobile terminal, quantity of popular trade company etc..Optionally, for convenient for subsequent identification unexpected winner POI and hot topic POI, The POI in the same band of position to be processed can be ranked up according to public's popularity, such as can be well-known according to the public Degree is ordered from large to small, and is also possible to the sequence arrangement ascending according to public's popularity.Wherein, the longitude and latitude of POI Degree can be obtained by POI data library.POI data library has recorded the full dose POI and its longitude and latitude of mapping service provider.
Further, after being bound the unexpected winner POI and hot topic POI in each band of position to be processed, according to every Administration belonging to the binding relationship of unexpected winner POI and hot topic POI in a band of position to be processed and each band of position to be processed Hierarchical relationship between region constructs POI binding relationship tree.On the POI binding relationship tree, root node indicates level highest region POI binding relationship in domain, such as the POI binding relationship of national grade;Leaf node indicates the POI binding in level lowermost extent POI binding relationship in relationship, such as some garden of some city.
From the foregoing, it can be seen that the present embodiment can not only form the binding relationship between unexpected winner POI and hot topic POI, further The POI binding relationship tree in certain administrative region can also be formed, to form more horn of plenty more comprehensively POI binding relationship.
It is worth noting that over time, having new POI and occurring, and public's popularity of existing POI can also It can change, in order to enable POI binding relationship is able to reflect newest most comprehensive POI information, can periodically execute The process of POI data processing method provided by the above embodiment, this, which is equivalent to, periodically updates POI binding relationship.This implementation Example without limitation, such as can be daily the value in the period, every two days or POI binding relationship of equal update weekly.
It should be noted that for the various method embodiments described above, for simple description, therefore, it is stated as a series of Combination of actions, but those skilled in the art should understand that, the application is not limited by the described action sequence because According to the application, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art should also know It knows, the embodiments described in the specification are all preferred embodiments, related actions and modules not necessarily the application It is necessary.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, there is no the portion being described in detail in some embodiment Point, reference can be made to the related descriptions of other embodiments.
Fig. 3 is the structural schematic diagram for the POI service providing apparatus that one embodiment of the application provides.As shown in figure 3, the device Include: receiving module 31, obtain module 32 and module 33 is provided.
Receiving module 31, for receiving the POI service request of user, the POI service request is directed toward target POI.
Module 32 is obtained, belongs to unexpected winner for the target POI pointed by the received POI service request of receiving module 31 When POI, the popular POI with target POI binding is obtained, the unexpected winner POI refers to POI of public's popularity less than the first thresholding, The hot topic POI refers to that public's popularity is greater than or equal to the POI of the second thresholding, and second thresholding is greater than or equal to described the One thresholding.
Module 33 is provided, for the popular POI according to target POI and the target POI binding for obtaining the acquisition of module 32, to institute It states user and corresponding service is provided.
In an optional embodiment, obtains module 32 and is specifically used for:
Obtain the POI binding relationship being made of the unexpected winner POI and hot topic POI in the region of the position target POI;
Target POI is matched in above-mentioned POI binding relationship;
If the unexpected winner POI successful match in target POI and POI binding relationship, obtains the unexpected winner POI institute in the matching The popular POI of binding.
Optionally, the above-mentioned requested service of POI service request can include but is not limited to following at least one:
Traffic information service, tax services, food and beverage sevice, navigation Service, search service, positioning service, generation the service of driving, Household services, tourism recommendation service, health service, study coach service and entertainment service.
POI service providing apparatus provided in this embodiment, when user requests POI service, if target POI belongs to unexpected winner POI then obtains the popular POI bound with it, provides services to the user according to target POI and together with the popular POI that it is bound, Can reduce to a certain extent because unexpected winner POI be not easy it is identified due to lead to not the probability for obtaining service, be conducive to improve successfully Obtain the probability of service.
Fig. 4 is the structural schematic diagram for the POI data processing unit that one embodiment of the application provides.As shown in figure 4, the device It include: to obtain module 41, determining module 42 and binding module 43.
Module 41 is obtained, for obtaining public's popularity of at least two POI to be processed.
Determining module 42, for determining according to the public's popularity for obtaining at least two POI to be processed that module 41 obtains Unexpected winner POI and hot topic POI at least two POI to be processed, the unexpected winner POI refer to public's popularity less than the first thresholding POI, the hot topic POI refer to that public's popularity is greater than or equal to the POI of the second thresholding, and second thresholding is greater than or equal to institute State the first thresholding.
Binding module 43, the unexpected winner POI and hot topic POI for determining determining module 42 are bound.
In an optional embodiment, determining module 42 is particularly used in:
Each of POI to be processed at least two POI to be processed, the POI service that the POI to be processed is directed toward in acquisition are asked The quantity asked;
If the quantity for being directed toward the POI service request of the POI to be processed is greater than or equal to second thresholding, determining should be wait locate Reason POI is hot topic POI;
If the quantity for being directed toward the POI service request of the POI to be processed is less than first thresholding, the POI to be processed is determined For unexpected winner POI.;Or
Determining module 42 is particularly used in:
Each of POI to be processed at least two POI to be processed, obtains the information content at the POI to be processed;
If the information content at the POI to be processed is greater than or equal to second thresholding, determine the POI to be processed for hot topic POI;
If the information content at the POI to be processed less than the first thresholding, determines that the POI to be processed is unexpected winner POI.
In an optional embodiment, binding module 43 is particularly used in:
Unexpected winner POI and hot topic POI are bound at random;Or
Unexpected winner POI is bound with the highest POI of public's popularity in popular POI respectively;Or
According to the distance between unexpected winner POI and hot topic POI, will be bound at a distance of nearest unexpected winner POI and hot topic POI.
In an optional embodiment, obtains module 41 and be also used to: is well-known in the public for obtaining at least two POI to be processed Before degree, the band of position to be processed is divided;At least two POI for belonging to the same band of position to be processed are obtained as at least two POI to be processed.
Further, module 41 is obtained when dividing the band of position to be processed, is specifically used for: by each geohash grid pair The band of position answered, as a band of position to be processed.
In an optional embodiment, POI data processing unit further include: creation module, being used for will in binding module 43 After unexpected winner POI and hot topic POI in each band of position to be processed are bound, according in each band of position to be processed Hierarchical relationship between the binding relationship and each affiliated administrative region in the band of position to be processed of unexpected winner POI and hot topic POI, structure Build POI binding relationship tree.
POI data processing unit provided in this embodiment can identify unexpected winner POI and hot topic POI in POI to be processed And bind unexpected winner POI and hot topic POI, form POI binding relationship.Due to all known hot topic POI of user, by unexpected winner POI After being bound with popular POI, user can identify bound unexpected winner POI by popular POI, to solve unexpected winner POI is not easy identified problem.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description, The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided herein, 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, such as multiple units or components It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or The mutual coupling, direct-coupling or communication connection discussed can be through some interfaces, the indirect coupling of device or unit It closes or communicates to connect, can be electrical property, mechanical or other forms.
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.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list Member both can take the form of hardware realization, can also realize in the form of hardware adds SFU software functional unit.
The above-mentioned integrated unit being realized in the form of SFU software functional unit can store and computer-readable deposit at one In storage media.Above-mentioned SFU software functional unit is stored in a storage medium, including some instructions are used so that a computer It is each that equipment (can be personal computer, server or the network equipment etc.) or processor (processor) execute the application The part steps of embodiment the method.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (Read- Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic or disk etc. it is various It can store the medium of program code.
Finally, it should be noted that above embodiments are only to illustrate the technical solution of the application, rather than its limitations;Although The application is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: it still may be used To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features; And these are modified or replaceed, each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution spirit and Range.

Claims (15)

1. a kind of POI service providing method characterized by comprising
The POI service request of user is received, the POI service request is directed toward target POI;
If the target POI belongs to unexpected winner POI, the popular POI of the target POI binding is obtained, the unexpected winner POI refers to public affairs Many popularity less than the first thresholding POI, the hot topic POI refer to public's popularity be greater than or equal to the second thresholding POI, institute The second thresholding is stated more than or equal to first thresholding;
According to the popular POI that the target POI and target POI is bound, Xiang Suoshu user provides corresponding service;
The distance between unexpected winner POI and hot topic POI for wherein binding in advance are within a preset range.
2. the method according to claim 1, wherein the popular POI for obtaining the target POI binding, packet It includes:
Obtain the POI binding relationship being made of the unexpected winner POI and hot topic POI in the region of the position the target POI;
The target POI is matched in the POI binding relationship;
If the unexpected winner POI successful match in the target POI and the POI binding relationship, obtains bound in the unexpected winner POI Popular POI.
3. method according to claim 1 or 2, which is characterized in that the requested service of POI service request include with Lower at least one:
In traffic information service, tax services, food and beverage sevice, navigation Service, search service, positioning service, generation, drive service, housekeeping Service, tourism recommendation service, health service, study coach service and entertainment service.
4. a kind of POI data processing method characterized by comprising
Obtain public's popularity of at least two POI to be processed;
According to public's popularity of described at least two POI to be processed, the unexpected winner in described at least two POI to be processed is determined POI and hot topic POI, the unexpected winner POI refer to that POI of public's popularity less than the first thresholding, the hot topic POI refer to that the public knows Name degree is greater than or equal to the POI of the second thresholding, and second thresholding is greater than or equal to first thresholding;
The unexpected winner POI and the hot topic POI are bound;
The distance between unexpected winner POI and hot topic POI for wherein binding are within a preset range.
5. according to the method described in claim 4, it is characterized in that, the public according to described at least two POI to be processed Popularity determines unexpected winner POI and hot topic POI in described at least two POI to be processed, comprising:
Each of POI to be processed for described at least two POI to be processed obtains the POI service for being directed toward the POI to be processed The quantity of request;
If the quantity for being directed toward the POI service request of the POI to be processed is greater than or equal to second thresholding, determine described wait locate Reason POI is hot topic POI;
If the quantity for being directed toward the POI service request of the POI to be processed is less than first thresholding, the POI to be processed is determined For unexpected winner POI;Or
Each of POI to be processed for described at least two POI to be processed obtains the information content at the POI to be processed;
If the information content at the POI to be processed is greater than or equal to second thresholding, determine the POI to be processed for hot topic POI;
If the information content at the POI to be processed is less than first thresholding, determine that the POI to be processed is unexpected winner POI.
6. according to the method described in claim 4, it is characterized in that, described tie up the unexpected winner POI and the hot topic POI It is fixed, comprising:
The unexpected winner POI and the hot topic POI are bound at random;Or
The unexpected winner POI is bound with the highest POI of public's popularity in the hot topic POI respectively;Or
According to the distance between the unexpected winner POI and the hot topic POI, will be tied up at a distance of nearest unexpected winner POI and hot topic POI It is fixed.
7. according to the described in any item methods of claim 4-6, which is characterized in that described to obtain at least two POI's to be processed Before public's popularity, comprising:
Divide the band of position to be processed;
At least two POI for belonging to the same band of position to be processed are obtained as described at least two POI to be processed.
8. the method according to the description of claim 7 is characterized in that further include:
After being bound the unexpected winner POI and hot topic POI in each band of position to be processed, according to each position to be processed Layer between the binding relationship and each affiliated administrative region in the band of position to be processed of unexpected winner POI in region and hot topic POI Grade relationship, constructs POI binding relationship tree.
9. a kind of POI service providing apparatus characterized by comprising
Receiving module, for receiving the POI service request of user, the POI service request is directed toward target POI;
Module is obtained, it is described for when the target POI belongs to unexpected winner POI, obtaining the popular POI of the target POI binding Unexpected winner POI refers to that POI of public's popularity less than the first thresholding, the hot topic POI refer to that public's popularity is greater than or equal to the The POI of two thresholdings, second thresholding are greater than or equal to first thresholding;
Module is provided, for the popular POI according to the target POI and target POI binding, Xiang Suoshu user provides corresponding Service;
The distance between unexpected winner POI and hot topic POI for wherein binding in advance are within a preset range.
10. device according to claim 9, which is characterized in that the acquisition module is specifically used for:
Obtain the POI binding relationship being made of the unexpected winner POI and hot topic POI in the region of the position the target POI;
The target POI is matched in the POI binding relationship;
If the unexpected winner POI successful match in the target POI and the POI binding relationship, obtains bound in the unexpected winner POI Popular POI.
11. a kind of POI data processing unit characterized by comprising
Module is obtained, for obtaining public's popularity of at least two POI to be processed;
Determining module determines that described at least two is to be processed for public's popularity according to described at least two POI to be processed Unexpected winner POI and hot topic POI in POI, the unexpected winner POI refer to POI of public's popularity less than the first thresholding, the hot topic POI refers to that public's popularity is greater than or equal to the POI of the second thresholding, and second thresholding is greater than or equal to first thresholding;
Binding module, for binding the unexpected winner POI and the hot topic POI;
The distance between unexpected winner POI and hot topic POI for wherein binding are within a preset range.
12. device according to claim 11, which is characterized in that the determining module is specifically used for:
Each of POI to be processed for described at least two POI to be processed obtains the POI service for being directed toward the POI to be processed The quantity of request;
If the quantity for being directed toward the POI service request of the POI to be processed is greater than or equal to second thresholding, determine described wait locate Reason POI is hot topic POI;
If the quantity for being directed toward the POI service request of the POI to be processed is less than first thresholding, the POI to be processed is determined For unexpected winner POI;Or
Each of POI to be processed for described at least two POI to be processed obtains the information content at the POI to be processed;
If the information content at the POI to be processed is greater than or equal to second thresholding, determine the POI to be processed for hot topic POI;
If the information content at the POI to be processed is less than first thresholding, determine that the POI to be processed is unexpected winner POI.
13. device according to claim 11, which is characterized in that the binding module is specifically used for:
The unexpected winner POI and the hot topic POI are bound at random;Or
The unexpected winner POI is bound with the highest POI of public's popularity in the hot topic POI respectively;Or
According to the distance between the unexpected winner POI and the hot topic POI, will be tied up at a distance of nearest unexpected winner POI and hot topic POI It is fixed.
14. the described in any item devices of 1-13 according to claim 1, which is characterized in that the acquisition module is also used to:
Divide the band of position to be processed;
At least two POI for belonging to the same band of position to be processed are obtained as described at least two POI to be processed.
15. device according to claim 14, which is characterized in that further include:
Creation module, for according in each band of position to be processed unexpected winner POI and hot topic POI binding relationship and each Hierarchical relationship between the affiliated administrative region in the band of position to be processed constructs POI binding relationship tree.
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