[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.