CN104537070B - The method and apparatus for excavating tourist famous-city sight spot - Google Patents
The method and apparatus for excavating tourist famous-city sight spot Download PDFInfo
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Abstract
The invention discloses a kind of methods and apparatus for excavating tourist famous-city sight spot.This method comprises: departure place and destination attractions involved in identification tourism article；Associatedly record departure place and destination attractions involved in same piece tourism article；And for specified departure place, arrange the sight spot inventory of destination attractions associated with it.Some destination attractions can also be filtered out according to some pre-defined rules.It can also be that recommending scenery spot index is respectively set in sight spot according to pre-defined rule, in order to which selective value must be arranged to the sight spot in the inventory of sight spot, or convenient for user's selection.Furthermore it is also possible to identify its specified departure place about the searching request of such as periphery tour in response to user, and correspondingly provide a user arranged sight spot inventory.Thus, it is possible to from magnanimity tourism article in excavate previous people from specified departure place, all once where played, and excavate on this basis it is some it is good, be worth recommending the destination attractions of other users.
Description
Technical field
The present invention relates to internet areas, in particular to excavate the method and apparatus at tourist famous-city sight spot.
Background technique
Demand of the people to tourism is more and more vigorous.When people want to go on a tour, it is necessary first to determine tourist famous-city.
Correspondingly, each tourist attractions are also constantly perfect.Meanwhile new tourist attractions also constantly developed.People
Often and do not know about the statuses of each tourist attractions, therefore be often difficult to determine where travel, may not even be aware that can go
Where travel.
Some tour sites acquire the information of a large amount of tourist attractions.User can input some conditions, example on website
It such as goes on a tour time, distance, sight spot type.Then website can recommend tourism scape to user according to the database that oneself is arranged
Point.
But, on the one hand, the collection and arrangement of the information of these tourist attractions need a large amount of artificial；On the other hand, here
The some parameters (such as sight spot popular degree, recommendation index etc.) being manually set are experience and impression setting based on staff
, it is possible to deviate the experience and impression of practical tourist.
Therefore, people can search for the travel information that forefathers provide on the net more by search engine, such as travel notes,
Strategy of travelling etc. also includes the relevant information provided on tour site certainly (these may be referred to collectively as " tourism article ").People
Be expected that by and browse retrieved related web page or article to determine the sight spot oneself wanted.
In fact, in a search engine, user also occupies a very big ratio for the search need of tourism really.
However, even with search engine is used, the getable tourism article of institute is also very many and diverse in the epoch of this information explosion.
User needs a large amount of reading and reprocessing, just can determine that the sight spot oneself wanted.This will be time-consuming and laborious.
For user when relevant information is traveled in search, different user types has many different demands.It is looked into from search
It askes (Query) analysis and sees there is that a kind of user is not very clear for where to travel, such as: this kind of user can search for " ten
One is where joyful " or " place what Hangzhou periphery has joyful ".
Traditional search engines can satisfy the conventional requirement of user by providing syndicate structured data.But for upper
Face is this to be intended to indefinite user demand, and although conventional search gives some travelling pages, but have for a user
Excessive information, and user is also difficult to obtain high-quality content from relevant information, and carry out decision.
Therefore, it is necessary to a kind of methods and apparatus that can recommend good tourist attractions for user.
Summary of the invention
A technical problem to be solved by this invention is to provide a kind of method and apparatus for excavating tourist famous-city sight spot,
It can voluntarily excavate good tourist attractions.
According to an aspect of the invention, there is provided a kind of method for excavating tourist famous-city sight spot, comprising: identification tourism
Departure place involved in article and destination attractions；Associatedly record departure place and destination involved in same piece tourism article
Sight spot；And for specified departure place, the sight spot inventory for arranging destination attractions associated with it (is referred to as " destination
Sight spot inventory ").
Thus, it is possible to excavate previous people from the tourism article of magnanimity from each specified departure place, all once go
Where played, and excavate on this basis it is some it is good, be worth recommending the destination attractions of other users.
Preferably, the step of identifying departure place involved in tourism article and destination attractions includes: retrieval to specify
Hair ground is the tourism article of departure place；For each piece tourism article retrieved, its destination attractions is determined.
In this way, tourism article can be analyzed more targetedly, the efficiency of analysis is improved.
Preferably, this method can also include: the purpose for filtering out the distance between departure place and being greater than the first predetermined threshold
Ground sight spot；And/or filter out destination attractions of the distance between the departure place less than the second predetermined threshold；And/or it filters out and belongs to
The destination attractions in city where departure place；And/or filter out destination attractions on the blacklist of sight spot.
Operation is filtered out by executing sight spot, more targeted sight spot inventory can be prepared, to easily facilitate user
It is selected.
Preferably, this method can also include: the popular degree of popular index according to destination attractions, destination attractions
Variation tendency and user over time is directed at least one in the operation active degree of destination attractions, is destination
Recommending scenery spot index is arranged in sight spot, wherein in the step of arranging sight spot inventory, it is clear to arrange sight spot based on recommending scenery spot index
It is single.
In this way, sight spot inventory can be arranged, based on recommending scenery spot index in order to which selective value must be arranged to sight spot inventory
In destination attractions, or convenient for user select.
In addition, in the step of arranging sight spot inventory, can also in the inventory of sight spot correspondingly adding purpose ground sight spot
Variation tendency.
In this way, facilitating user according to the variation tendency of popular degree to select sight spot.
Preferably, the popular index of destination attractions is searched page pageview based on destination attractions, for purpose
The volumes of searches at ground sight spot and with destination attractions as a purpose tourism article quantity at least one of setting.
Preferably, searched page pageview, volumes of searches and variation tendency are the search logs by analysis search website
Obtained from；Operation active degree is that the click volume and point exhibition ratio based on the page relevant to destination attractions obtain.
Preferably, this method can also include: in response to the tourism comprising indicating periphery tour intention from client
The searching request of Feature Words determines specified departure place；And sight spot inventory is provided to client.
Thus, it is possible to more efficiently recommend tourist attractions to user in response to the searching request of user.User can be square
Just it is selected.
Preferably, the step of determining specified departure place includes: that departure place is searched in searching request；If not searching
In the case where finding departure place in rope request, region where the client of user is specified as departure place；It is asked in search
In the case where finding departure place in asking, extract departure place from searching request, and using region where departure place as it is specified out
Hair ground.
According to another aspect of the present invention, a kind of equipment for excavating tourist famous-city sight spot is provided, comprising: identification dress
It sets, departure place and destination attractions involved in article of travelling for identification；Recording device, for associatedly recording same piece trip
Swim departure place and destination attractions involved in article；And collating unit, for for specified departure place, arrangement to be associated with
Destination attractions sight spot inventory.
Preferably, identification device includes: retrieval device, for retrieving using specified departure place as the tourism article of departure place；
Determining device determines its destination attractions for each piece tourism article retrieved.
Preferably, which can also include: the first filtering device, be greater than for filtering out the distance between departure place
The destination attractions of one predetermined threshold；And/or second filtering device, it is pre- less than second for filtering out the distance between departure place
Determine the destination attractions of threshold value；And/or third filtering device, for filtering out the destination attractions for belonging to departure place place city；
And/or the 4th filtering device, for filtering out the destination attractions on the blacklist of sight spot.
Preferably, which can also include: index setting device, for popular index, the mesh according to destination attractions
Ground sight spot popular degree variation tendency over time and user in the operation active degree of destination attractions
At least one of, recommending scenery spot index is set for destination sight spot, wherein collating unit arranges scape based on recommending scenery spot index
Point inventory.
Preferably, collating unit can also in the inventory of sight spot adding purpose sight spot variation tendency.
Preferably, which can also include: departure place determining device, in response to including expression from client
The searching request of the tourism Feature Words of periphery tour intention, determines specified departure place；And sight spot list providing apparatus, for
Client provides sight spot inventory.
Preferably, departure place determining device includes: lookup device, for searching departure place in searching request；Specified dress
It sets, in the case where not finding departure place in searching request, region where the client of user being appointed as referring to
Determine departure place；Extraction element, in the case where for finding departure place in searching request, the extraction from searching request
Ground, and using region where departure place as specified departure place.
Thus, it is possible to excavate previous people from the tourism article of magnanimity from each specified departure place, all once go
Where played, and excavate on this basis it is some it is good, be worth recommending the destination attractions of other users.
Detailed description of the invention
Disclosure illustrative embodiments are described in more detail in conjunction with the accompanying drawings, the disclosure above-mentioned and its
Its purpose, feature and advantage will be apparent, wherein in disclosure illustrative embodiments, identical reference label
Typically represent same parts.
Fig. 1 is the schematic flow chart of the method according to an embodiment of the invention for excavating tourist famous-city sight spot.
Fig. 2 is the flow chart for the sub-step that step S100 shown in Fig. 1 may include.
Fig. 3 is the schematic flow chart of the method at the excavation tourist famous-city sight spot according to the present invention for improving embodiment.
Fig. 4 is the schematic flow chart by recommending the method at tourist famous-city sight spot to user with client communication.
Fig. 5 is a kind of schematic flow chart of method that may be used to determine specified departure place.
Fig. 6 is the schematic block diagram of the equipment according to an embodiment of the invention for excavating tourist famous-city sight spot.
Fig. 7 is the schematic block diagram of the optional internal structure of identification device 100 shown in Fig. 6.
Fig. 8 is the schematic block diagram of the equipment at the excavation tourist famous-city sight spot according to the present invention for improving embodiment.
Fig. 9 is the schematic block diagram of the optional internal structure of filtering device 300 shown in Fig. 8.
Figure 10 is the schematic block diagram by recommending the equipment at tourist famous-city sight spot to user with client communication.
Figure 11 is the schematic block diagram of the optional internal structure of the departure place determining device 600 in Figure 10.
Specific embodiment
The preferred embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Preferred embodiment, however, it is to be appreciated that may be realized in various forms the disclosure without the embodiment party that should be illustrated here
Formula is limited.On the contrary, these embodiments are provided so that this disclosure will be more thorough and complete, and can be by the disclosure
Range is completely communicated to those skilled in the art.
Fig. 1 is the schematic flow chart of the method according to an embodiment of the invention for excavating tourist famous-city sight spot.
Firstly, in step S100, departure place and destination attractions involved in identification tourism article.
There are the tourism article of magnanimity, the i.e. related article with tourism, such as the various trips that tourist user writes on internet
Note and tourism strategy, there are also tour schedule introductions provided on tour site etc..
These tourism article, especially travel notes and tourism strategy, describe the tourist attractions that people once went.By dividing
The a large amount of tourism articles of analysis, it will be appreciated that the tourism of a large number of users is undergone, so that it is determined that most recommendable sight spot.
Then, in step S200, departure place and destination attractions involved in same piece tourism article are associatedly recorded, from
And incidence relation is established between departure place and destination attractions.
In this way, in step S500, so that it may which, for specified departure place, the sight spot for arranging destination attractions associated with it is clear
It is single.Sight spot inventory can be arranged respectively for multiple or all departure places, also can according to need only to it is specific it is some go out
Hair ground arranges sight spot inventory.
By method as shown in Figure 1, tourist attractions inventory recommended to the user can be ready for.
In the step s 100, can the tourism article to magnanimity analyze, so as to simultaneously identify corresponding departure place and
Destination attractions.The corresponding destination attractions inventory in each departure place involved in magnanimity tourism article can be obtained in this way,
Information is very comprehensive.But cost is that may expend longer time to carry out analysis comprehensive in this way.
In consideration of it, starting point can be specified targetedly to carry out analysis operation to one or several, in this way
The efficiency analyzed tourism article can be substantially improved.
Fig. 2 shows a kind of possible implementations of step S100.
In step S110, retrieval is using specified departure place as the tourism article of departure place.
Here, specified departure place can be big city perhaps densely populated place or by analysis search web log file
What is obtained searches for more frequent region to travel information.
Then, its destination attractions is determined for each piece tourism article retrieved in step S120.
In this way, tourism article can be analyzed more targetedly, the efficiency of analysis is improved.
Departure place can be specified to several, for example, Beijing, Shanghai, Guangzhou, Hangzhou etc., are retrieved respectively and are analyzed,
Destination attractions corresponding with these cities are determined and recorded respectively, it is clear so as to put corresponding destination attractions in order respectively
It is single.
By above with reference to Fig. 1 and method shown in Fig. 2, can be excavated from the tourism article of magnanimity previous people from
Some specified departure place is set out, and all once where is played, and excavates some can recommend other use on this basis
The destination attractions at family, so as to recommend more reasonable, more good destination attractions for user.
The method for describing an improvement embodiment below with reference to Fig. 3.Method by improving embodiment, can be from being excavated
To a large amount of destination attractions in find out and be more worth recommending the sight spot of user.
Fig. 3 is the schematic flow chart of the method at the excavation tourist famous-city sight spot according to the present invention for improving embodiment.
As method shown in FIG. 1, firstly, in step S100, departure place and purpose involved in identification tourism article
Ground sight spot.Then, in step S200, departure place and destination attractions involved in same piece tourism article are associatedly recorded, from
And incidence relation is established between departure place and destination attractions.
Then, it in step S300, can according to need, filter out part destination attractions.
For example, can filter out the distance between departure place when it is desirable that arranging periphery trip recommendation sight spot for user and be greater than
The destination attractions of first predetermined threshold.In this way, the destination attractions of long-distance traveling can be filtered out.First predetermined threshold can root
It is arranged according to experience, can also be determined by analyzing the distance between a large amount of departure places and destination attractions.
Alternatively, it is desirable that for user arrange with departure place have certain distance sight spot when, can filter out with departure place it
Between distance less than the second predetermined threshold destination attractions.In this way, the destination attractions of jaunt can be filtered out.Second is pre-
Determining threshold value can also be rule of thumb arranged, can also be by analyzing the distance between a large amount of departure places and destination attractions come really
It is fixed.
Alternatively, can filter out when it is desirable that arranging the sight spot except city where departure place for user and belong to departure place institute
Destination attractions in city.
Alternatively, sight spot blacklist can also be arranged, in this way, the destination attractions on the blacklist of sight spot can be filtered out.Sight spot
Blacklist can be arranged according to various needs or requirement, or can also be anti-by analysis tourism article and/or collection tourist
Feedback is to be arranged.
Above-mentioned several modes for filtering out destination attractions can only execute one of them, can also hold in conjunction with wherein several
Row.
Operation is filtered out by executing sight spot, more targeted sight spot inventory can be prepared, to easily facilitate user
It is selected.
In addition, in step S400, can also according to the popular indexes of destination attractions, destination attractions popular degree with
The variation tendency of time passage and user are destination scape at least one in the operation active degree of destination attractions
Point setting recommending scenery spot index.
Recommending scenery spot index can be for example calculated as follows.
Assuming that the popular index of destination attractions is Y1, the variation tendency of the popular degree of destination attractions over time
For Y2, user (pays close attention to liveness, i.e. operation row of the user for the sight spot in sight spot for the operation active degree of destination attractions
For active degree) it is Y3, then the recommending scenery spot index of the destination attractions is Z:
Z=Y1*Y2*Y3.
The popular index Y1 of destination attractions can searched page pageview (PV) based on destination attractions, be directed to purpose
The number of the volumes of searches (temperature that sight spot can be embodied) at ground sight spot and the tourism article using destination attractions as sight spot of playing
In amount at least one of be arranged.Here, searched page pageview and volumes of searches can pass through the search day of analysis search website
Obtained from will.
For example, the volumes of searches for destination attractions is x2, if the search PV at some sight spot is x1 with destination attractions
The quantity (number of, lines of sight spot covering) of tourism article as sight spot of playing is x3, then the popular index of destination attractions can
Think Y1:
Y1=a1*x1+a2*x2+a3*x3,
Wherein a1, a2, a3 are the weight of each feature, these weights can train to obtain by training data.
The variation tendency Y2 of the popular degree of destination attractions over time can pass through the search of analysis search website
Log and obtain.Variation tendency Y2 can for example embody destination attractions more popular in which in month, and in which in month
Relatively have lost focus.
Operation active degree Y3 can click volume based on the page relevant to destination attractions and point exhibition compare etc. and to obtain.
In this way, sight spot inventory can be arranged based on recommending scenery spot index in step S500.
For example, several highest destination attractions of recommending scenery spot index can be listed in the inventory of sight spot, or can also
To list the destination attractions that recommending scenery spot index is higher than predetermined threshold in the inventory of sight spot.
As set forth above, it is possible to which the parameters for being used to calculate recommending scenery spot index can embody scape in terms of different respectively
The popular degree of point, the recommending scenery spot index so calculated can integrate many factors and embody which sight spot is most worth to push away
It recommends, which sight spot is taken second place.
It, can will more recommendable sight spot by arranging sight spot inventory based on such calculated recommending scenery spot index
It arranges into sight spot inventory, so as to recommend more good, more recommendable destination attractions to user.
In addition, in step S500, can also in the inventory of sight spot correspondingly adding purpose sight spot popular degree at any time
Between the variation tendency that elapses.In this way, facilitating user according to the variation tendency of the popular degree of destination attractions to select sight spot.
It is shown in Fig. 3 before recommending scenery spot index is arranged in step S400 and step S500 arranges destination attractions inventory
Carry out the operation that step S300 filters out part destination attractions.
It is to be appreciated, however, that above-mentioned steps sequence can change, above-mentioned filter out operates and can also refer in setting recommending scenery spot
After number, or execute after arranging destination attractions inventory.
On the other hand, when execute it is above-mentioned it is multinomial filter out operation when, the execution time that each single item filters out operation can also be different.
For example, can execute one before recommending scenery spot index is arranged filters out operation (for example, filtering out distance is greater than the first predetermined threshold
Destination attractions), another is executed after recommending scenery spot index is set and filters out operation (for example, filtering out distance less than second
The destination attractions of predetermined threshold), and execute another again after arranging destination attractions inventory and filter out operation (for example, filter
Except the destination attractions on the blacklist of sight spot).
Step S400 setting sight spot is executed before step S500 arranges destination attractions inventory in addition, showing in Fig. 3
Recommend index.
However, it should also be appreciated that above-mentioned steps sequence also can change, can be after putting destination attractions inventory in order
Recommending scenery spot index is set for the sight spot in the inventory of sight spot again.
In the method described hereinbefore with reference to Fig. 1 to Fig. 3, it may not be necessary to be interacted with client.In other words, it is
Improve the speed of user's search, the above method can be executed in server end in advance, thus be ready to for it is several it is specified go out
Send out the destination attractions inventory on ground.When user is when client executing is searched for, it can directly provide a user and to have had been prepared for
Sight spot inventory, and do not have to execute departure place and destination attractions in identification tourism article from the beginning, associated record, arrange scape
The operations such as point inventory.
Only when the destination attractions for the specified departure place searched for for user that is not prepared in advance on server are clear
In the case where list, the operation of Fig. 1 or Fig. 3 are just executed from the beginning in response to the searching request of user.
In this way, can both reduce the search waiting time of user, the operand of server can also be reduced.
In the following, being described with reference to Figure 4 user by client to recommend destination attractions to user when searching for tourism route
Method.
Fig. 4 is the schematic flow chart by recommending the method at tourist famous-city sight spot to user with client communication.
In user after client input search inquiry (query) request, the keyword of search inquiry can be cut
Word.Then city, sight spot, temporal characteristics word etc. are successively removed from portmanteau word, judge whether remaining word travels with (periphery)
Demand matching judges whether to be matched to the tourism Feature Words for indicating periphery tour intention in word cutting result.
If be not matched to, this method terminates.
If so, it may be considered that, what user issued is likely to excavate the searching request at the sight spot that can be played.This
When, it can star following method.
In response to the searching request of the tourism Feature Words comprising indicating such as periphery tour intention from client, in step
Rapid S600 determines specified departure place.
Fig. 5 shows a kind of flow chart of method that may be used to determine specified departure place.
Firstly, searching departure place in searching request in step S610.
It is then possible to judge whether to have found departure place in searching request in step S615.
If having found departure place in searching request, such as user's input is " trip of Hangzhou periphery ", then precisely to need
Ask, departure place can be extracted from searching request in step S620, and using region where extracted departure place as it is specified out
Hair ground.
In this way, targeted destination attractions inventory accurately directly can be provided for user.For example, user may be
Following certain time works or lives in some region (such as Hangzhou), it is desirable to arrange the short distance periphery of weekend or small long holidays
When tourism, such as " trip of Hangzhou periphery " can be inputted.In this way, can provide for user with Hangzhou is the periphery trip for specifying departure place
Sight spot inventory is swum, for its selection.
If not finding departure place in searching request, such as user's input is " 11 go where to play ", then is mould
Paste demand can determine region where client in step S630, then be specified as region where the client of user
Departure place.For example, regional information where client can be obtained by the IP address of client.
When in searching request without including departure place, it can be generally considered as, user is desirable to from being currently located leave for
Tourism.It could even be possible to quite a few user is default when plan is gone on a tour from local, without in searching request
In include departure place.
It can be not clearly state out largely by region where identification client, and in this, as specified departure place
It sends out ground and is efficiently serviced it is desirable that from being currently located leaving for the user to travel and providing, accurately mentioned convenient for it
For destination attractions inventory appropriate for its selection.
Specified departure place can be with a certain range of region, without should be excessively fine so that being fine to street
Deng.It, can in the case that especially region is so that it is determined that specify departure place where being determined by determining the IP address of client
Specified departure place is set with more wide in range region.For example, specified departure place can be set as to Beijing, rather than set
For the area X, Beijing road X X.It is convenient for search operaqtion in this way.
After specified departure place has been determined, arranged if having passed through above figure 1 to method shown in Fig. 3 on server
The destination attractions inventory for specifying departure place for this has been got well, then can be directly entered step S700, provides correspondence to client
Sight spot inventory.
If not putting destination attractions inventory on server in order in advance, the step in Fig. 1 or Fig. 4 can be entered
S100 starts to identify for the specified departure place determined in step S600, associated record, arranges destination attractions inventory.So
Afterwards after step S500 puts destination attractions inventory in order, S700 is entered step, put in order sight spot is provided to client
Inventory.
Thus, it is possible to more efficiently recommend tourist attractions to user in response to the searching request of user.User can be square
Just it is selected.
The method for excavating tourist famous-city sight spot is described in detail above with reference to Fig. 1 to Fig. 5.It is retouched below with reference to Fig. 6 to 11
State the equipment for excavating tourist famous-city sight spot.
The function of many devices of the equipment described below function with the corresponding steps described above with reference to Fig. 1 to 5 respectively
It can be identical.In order to avoid repeating, emphasis describes the apparatus structure that the equipment can have here, and then no longer for some details
It repeats, it can be with reference to corresponding description above.
Fig. 6 is the schematic block diagram of the equipment according to an embodiment of the invention for excavating tourist famous-city sight spot.
As shown in fig. 6, the equipment includes identification device 100, recording device 200 and collating unit 500.
Identification device 100 is traveled departure place and destination attractions involved in article for identification.
Recording device 200 is for associatedly recording departure place and destination attractions involved in same piece tourism article.
Collating unit 500 is used to arrange the sight spot inventory of destination attractions associated with it for specified departure place.
By equipment as shown in FIG. 6, tourist attractions inventory recommended to the user can be ready for.
Fig. 7 is the schematic block diagram of the optional internal structure of identification device 100 shown in Fig. 6.
As shown in fig. 7, identification device 100 may include retrieval device 110 and determining device 120.
Retrieval device 110 is for retrieving using specified departure place as the tourism article of departure place.
Determining device 120 is directed to each piece tourism article retrieved, determines its destination attractions.
By carrying out retrieval analysis operation for specified departure place, it can be substantially improved in this way and tourism article is analyzed
Efficiency.
Fig. 8 is the schematic block diagram of the equipment at the excavation tourist famous-city sight spot according to the present invention for improving embodiment.
As shown in figure 8, improving the equipment of embodiment in addition to including identification device 100 as described above, 200 and of recording device
It can also include that filtering device 300 and index setting device 400 (can also only include appointing in the two except collating unit 500
One).
Filtering device 300, which can according to need, filters out part destination attractions.
Fig. 9 is the schematic block diagram of the optional internal structure of filtering device 300 shown in Fig. 8.
As shown in figure 9, filtering device 300 may include one of following several filtering devices or a variety of.
First filtering device 310 is used to filter out the destination scape that the distance between departure place is greater than the first predetermined threshold
Point.
Second filtering device 320 is for filtering out destination scape of the distance between the departure place less than the second predetermined threshold
Point.
Third filtering device 330 is used to filter out the destination attractions for belonging to departure place place city.
4th filtering device 340 is used to filter out the destination attractions on the blacklist of sight spot.
Return to Fig. 8, index is arranged device 400 and is used for hot topic according to the popular indexes of destination attractions, destination attractions
Degree variation tendency over time and user in the operation active degree of destination attractions at least one of, be mesh
Ground sight spot be arranged recommending scenery spot index.
The calculation of recommending scenery spot index may refer to corresponding description above.
In this way, collating unit 500 can arrange destination attractions inventory based on recommending scenery spot index.
In addition, collating unit can in the inventory of sight spot adding purpose sight spot variation tendency.In this way, facilitating user
Sight spot is selected according to the variation tendency of popular degree.
Equipment by improving embodiment, can find out from a large amount of destination attractions excavated more is worth recommendation
To the sight spot of user.
It can not need to interact with client hereinbefore with reference to Fig. 6 to Fig. 9 each device described.In other words, it is
The speed of user's search is improved, can be ready to specify for several in advance in the case where not needing interact with client
The destination attractions inventory of departure place.When user client executing search for when, can directly provide a user and have been prepared for
Sight spot inventory, and do not have to from the beginning execute identification tourism article in departure place and destination attractions, associated record, arrangement
The operation such as sight spot inventory.
Only when the destination attractions inventory for the specified departure place searched for for user that is not prepared in advance the case where
Under, just from the beginning start the operation of the device of Fig. 6 to Fig. 9 in response to the searching request of user.
In this way, can both reduce the search waiting time of user, the operand of server can also be reduced.
Figure 10 is the schematic block diagram by recommending the equipment at tourist famous-city sight spot to user with client communication.
The equipment may include departure place determining device 600 and sight spot list providing apparatus 700.
Departure place determining device 600 is used in response to the tourism feature comprising indicating periphery tour intention from client
The searching request of word determines specified departure place.
Figure 11 is the schematic block diagram of the optional internal structure of the departure place determining device 600 in Figure 10.
As shown in figure 11, departure place determining device 600 may include searching device 610, specified device 620, extraction element
630。
Device 610 is searched for searching departure place in searching request.
Specified device 620 is used in the case where not finding departure place in searching request, by the client of user
Place region is specified as departure place.Such as user's input is " 11 go where to play ", then is Fuzzy Demand, it can be by referring to
Determine device 620 and determine region where client, region where the client of user is then specified as departure place.For example,
Regional information where can obtaining client by the IP address of client.
In the case that extraction element 630 is used to find departure place in searching request, the extraction from searching request
Ground, and using region where departure place as specified departure place.Such as user's input is " trip of Hangzhou periphery ", then precisely to need
It asks, can extract departure place from searching request by extraction element 630, and using region where extracted departure place as specifying
Departure place.
After specified departure place has been determined, purpose has been put in order in advance to equipment shown in Fig. 9 if having passed through Fig. 6
Ground sight spot inventory can then directly acquire the sight spot inventory that collating unit 500 is put in order, then by sight spot list providing apparatus
700 are supplied to client.
Destination attractions inventory is put in order to equipment shown in Fig. 9 if not first passing through Fig. 6 in advance, it can be with calling figure 6
To the equipment of Fig. 9, to arrange sight spot inventory, and it is supplied to sight spot list providing apparatus 700.Then, sight spot inventory provides dress
It sets 700 and provides sight spot inventory to client.
Thus, it is possible to more efficiently recommend tourist attractions to user in response to the searching request of user.User can be square
Just it is selected.
In addition, it is also implemented as a kind of computer program product according to the method for the present invention, the computer program product
Including computer-readable medium, be stored on the computer-readable medium for execute limited in method of the invention it is above-mentioned
The computer program of function.Those skilled in the art will also understand is that, various exemplary in conjunction with described in disclosure herein
Logical block, module, circuit and algorithm steps may be implemented as the combination of electronic hardware, computer software or both.
The flow chart and block diagram in the drawings show the possibility of the system and method for multiple embodiments according to the present invention realities
Existing architecture, function and operation.In this regard, each box in flowchart or block diagram can represent module, a journey
A part of sequence section or code, a part of the module, section or code include one or more for realizing defined
The executable instruction of logic function.It should also be noted that in some implementations as replacements, the function of being marked in box can also
To be occurred with being different from the sequence marked in attached drawing.For example, two continuous boxes can actually be basically executed in parallel,
They can also be executed in the opposite order sometimes, and this depends on the function involved.It is also noted that block diagram and/or stream
The combination of each box in journey figure and the box in block diagram and or flow chart, can the functions or operations as defined in executing
Dedicated hardware based system realize, or can realize using a combination of dedicated hardware and computer instructions.
Various embodiments of the present invention are described above, above description is exemplary, and non-exclusive, and
It is not limited to disclosed each embodiment.Without departing from the scope and spirit of illustrated each embodiment, for this skill
Many modifications and changes are obvious for the those of ordinary skill in art field.The selection of term used herein, purport
In the principle, practical application or technological improvement to the technology in market for best explaining each embodiment, or lead this technology
Other those of ordinary skill in domain can understand each embodiment disclosed herein.
Claims (14)
1. a kind of method for recommending tourist famous-city sight spot, comprising:
Departure place and destination attractions involved in identification tourism article；
Associatedly record departure place and destination attractions involved in same piece tourism article；
Destination attractions of the distance between the departure place less than the second predetermined threshold are filtered out, and/or filters out to belong to and set out
The destination attractions in city where ground；
For specified departure place, the sight spot inventory of destination attractions associated with it is arranged；
Judge whether the searching request from client includes the tourism Feature Words for indicating periphery tour intention；
In the case where described search request is comprising tourism Feature Words, determine that described search requests corresponding specified departure place；With
And
The specified associated sight spot inventory in departure place corresponding with described search request is provided to client.
2. according to the method described in claim 1, wherein, departure place and destination attractions involved in the identification tourism article
The step of include:
Retrieval is using the specified departure place as the tourism article of departure place；
For each piece tourism article retrieved, its destination attractions is determined.
3. method according to claim 1 or 2, further includes:
Filter out the destination attractions that the distance between departure place is greater than the first predetermined threshold；And/or
Filter out the destination attractions on the blacklist of sight spot.
4. method according to claim 1 or 2, further includes:
According to the popular index of destination attractions, the popular degree variation tendency over time of destination attractions and user
For at least one in the operation active degree of destination attractions, recommending scenery spot index is set for destination sight spot；
Wherein, in the arrangement sight spot inventory the step of, the sight spot inventory is arranged based on the recommending scenery spot index.
5. according to the method described in claim 4, wherein, the step of arrangement sight spot inventory, includes:
The variation tendency of the destination attractions is correspondingly added in the sight spot inventory.
6. according to the method described in claim 4, wherein,
The popular index of the destination attractions is searched page pageview based on the destination attractions, for the purpose
At least one in the volumes of searches at ground sight spot and the quantity of the tourism article using the destination attractions as sight spot of playing is set
It sets.
7. according to the method described in claim 6, wherein,
Described search page browsing amount, described search amount and the variation tendency are the search logs by analysis search website
Obtained from；
The operation active degree is that the click volume and point exhibition ratio based on the page relevant to destination attractions obtain.
8. according to the method described in claim 1, wherein, the step of determining described search requests corresponding specified departure place
Include:
Departure place is searched in described search request；
In the case where not finding departure place in described search request, region where the client of user is appointed as described
Specified departure place；
In the case where having found the departure place in described search request, the departure place is extracted from described search request,
And using region where the departure place as the specified departure place.
9. a kind of equipment for recommending tourist famous-city sight spot, comprising:
Identification device, departure place and destination attractions involved in article of travelling for identification；
Recording device, for associatedly recording departure place and destination attractions involved in same piece tourism article；
Collating unit, for arranging the sight spot inventory of destination attractions associated with it for specified departure place；
Judgment means, for judging whether the searching request from client includes the tourism feature for indicating periphery tour intention
Word；
Departure place determining device, for determining that described search is requested in the case where described search request is comprising tourism Feature Words
Corresponding specified departure place；And
Sight spot list providing apparatus, it is associated described for providing specified departure place corresponding with described search request to client
Sight spot inventory.
10. equipment according to claim 9, wherein the identification device includes:
Device is retrieved, for retrieving using the specified departure place as the tourism article of departure place；
Determining device determines its destination attractions for each piece tourism article retrieved.
11. equipment according to claim 9 or 10, further includes:
First filtering device, the destination attractions for being greater than the first predetermined threshold for filtering out the distance between departure place；And/or
Second filtering device, for filtering out destination attractions of the distance between the departure place less than the second predetermined threshold；And/or
Third filtering device, for filtering out the destination attractions for belonging to departure place place city；And/or
4th filtering device, for filtering out the destination attractions on the blacklist of sight spot.
12. equipment according to claim 9 or 10, further includes:
Device is arranged in index, for according to the popular degree of the popular indexes of destination attractions, destination attractions over time
Variation tendency and user for destination attractions operation active degree at least one of, for destination sight spot be arranged scape
Point recommends index,
Wherein, the collating unit arranges the sight spot inventory based on the recommending scenery spot index.
13. equipment according to claim 12, wherein the collating unit also adds the mesh in the sight spot inventory
Ground sight spot the variation tendency.
14. equipment according to claim 11, wherein departure place determining device includes:
Device is searched, for searching departure place in described search is requested；
Specified device, for not described search request in find departure place in the case where, by the client institute of user
The specified departure place is appointed as in region；
Extraction element in the case where for finding departure place in described search is requested, extracts institute from described search request
Departure place is stated, and using region where the departure place as the specified departure place.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410841266.9A CN104537070B (en) | 2014-12-29 | 2014-12-29 | The method and apparatus for excavating tourist famous-city sight spot |
| PCT/CN2015/096338 WO2016107371A1 (en) | 2014-12-29 | 2015-12-03 | Method and equipment for searching for tourist destination attractions |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201410841266.9A CN104537070B (en) | 2014-12-29 | 2014-12-29 | The method and apparatus for excavating tourist famous-city sight spot |
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| CN104537070B true CN104537070B (en) | 2019-07-02 |
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| WO (1) | WO2016107371A1 (en) |
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| CN104537070B (en) * | 2014-12-29 | 2019-07-02 | 广州神马移动信息科技有限公司 | The method and apparatus for excavating tourist famous-city sight spot |
| CN104881472B (en) * | 2015-05-28 | 2018-09-14 | 华南理工大学 | A kind of travelling route sight spot combined recommendation method based on network data collection |
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| WO2017127997A1 (en) * | 2016-01-25 | 2017-08-03 | 常平 | Method for pushing information when generating navigation route map, and route planning system |
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| CN106599092A (en) * | 2016-11-24 | 2017-04-26 | 宇龙计算机通信科技(深圳)有限公司 | Method and device for recommending tourist attractions |
| JP7013756B2 (en) * | 2017-09-19 | 2022-02-01 | 富士フイルムビジネスイノベーション株式会社 | Information processing equipment and programs |
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| CN109255006A (en) * | 2018-09-27 | 2019-01-22 | 广州力挚网络科技有限公司 | A kind of hot spot display methods and device |
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| CN104537070A (en) | 2015-04-22 |
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