CN110222902A - Tourist attractions recommender system and paths planning method - Google Patents
Tourist attractions recommender system and paths planning method Download PDFInfo
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- CN110222902A CN110222902A CN201910509113.7A CN201910509113A CN110222902A CN 110222902 A CN110222902 A CN 110222902A CN 201910509113 A CN201910509113 A CN 201910509113A CN 110222902 A CN110222902 A CN 110222902A
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Abstract
The present invention relates to tourist attractions to recommend field, a kind of tourist attractions recommender system is provided, the tourist attractions recommender system includes tourist attractions recommendation apparatus, cloud server, sight spot information reception device, the tourist attractions recommendation apparatus, cloud server, the network connection of sight spot information reception device, the tourist attractions recommendation apparatus includes transmitting antenna, direction board component, energy storage control assembly, pedestal, support rod, the transmitting antenna is connect with the support rod far from ground one end, the pedestal is connect with the support rod close to ground one end, the direction board component is set on the support rod, the pedestal is arranged on the end face on ground in the energy storage control assembly.The invention also provides a kind of paths planning method based in recommender system, it obtains in real time and is distributed sight spot dynamic data at random, in conjunction with traveller's preference, recommend the planning path between sight spot, not only meet traveller's free individuality needs, moreover it is possible to which saving the time improves efficiency and quality.
Description
Technical field
The present invention relates to tourist attractions recommended technology field, in particular to a kind of tourist attractions recommender system and path planning
Method.
Background technique
Tourist attractions recommended technology is the technology risen with the emerging tourism form such as self-driving travel, self-service trip, free walker,
More and more people's selection is freely gone on a journey, rather than with tourist group's trip tourism.With the further promotion of people's living standard,
Rural Ecological Tourism based on leisure of spending a holiday becomes especially popular.General travel tip is only with static mode, example
Such as, travel on the net strategy, books etc., but be difficult to be related to the contents such as small sight spot, the new sight spot in rural area.
Zonal tourist attractions mostly with small scale, sight spot dispersion, path resource is limited, accommodates the spies such as passenger flow is limited
Point, when often selecting tourism route before arrival junction of three roads indication plate, into selection predicament.103678429 B of CN is disclosed
One kind carrying out clustering by a large amount of client travelling routes searching request, and tourist attractions are grouped is one or more
A tourist attractions group, and cluster result is recommended into client.Such methods are specified for tourist attractions known to traveller
The angle of customer priorities carries out recommending scenery spot, however is directed to during many zonal eco-tours, and free walker is main shape
Formula, and since zonal travel information renewal speed is slow, traveller does not know sight spot information and sight spot feature very much, is difficult
The refinement of preference is scanned for or actively carries out, or even the traveller of most selection Rural Ecological Tourisms is inherently overflow
It saunters without limit, but thinks that the time is saved in travelling on the way, improve efficiency.
Summary of the invention
In view of this, the present invention is directed to propose tourist attractions recommender system, the tourist attractions recommender system and path planning
Tourist attractions recommendation apparatus, the client of free walker traveller is arranged in the junction of three roads or tourist distributing center of the method in certain region
End, such as mobile phone or tablet computer send to tourist attractions recommendation apparatus and request, to obtain the dynamic data at corresponding each sight spot,
And system provides path and recommends, and not only path planning is high-efficient, but also can consider tourist trip's preference comprehensively, comprehensive to be promoted
Regional tourism service quality.
In order to achieve the above objectives, the technical scheme of the present invention is realized as follows: a kind of tourist attractions recommender system, special
Sign is, the tourist attractions recommender system includes tourist attractions recommendation apparatus, cloud server, sight spot information reception device,
The tourist attractions recommendation apparatus, cloud server, the network connection of sight spot information reception device, the tourist attractions recommendation apparatus
Including transmitting antenna, direction board component, energy storage control assembly, pedestal, support rod, the transmitting antenna and the support rod are separate
The connection of ground one end, the pedestal are connect with the support rod close to ground one end, and the direction board component is set in the branch
On strut, the pedestal is arranged on the end face on ground in the energy storage control assembly.
Preferably, the direction board component further includes direction board, liquid crystal display, photovoltaic panel, the liquid crystal display
The direction board is set on the end face of the support rod, the photovoltaic panel is fixedly connected with the direction board.
Preferably, the cloud server is used to receive and handle traveller individual's letter that the recommending scenery spot device is sent
Breath sends sight spot dynamic data with preference information, at least two sight spot information reception devices.
Preferably, the tourist attractions recommendation apparatus is used to receive the personal information and preference that the client of traveller is sent
Information receives and shows the path recommendation information that the cloud server is sent, the visitor of transmitting path recommendation information to traveller
Family end.
Preferably, the sight spot information reception device sends traveller for receiving sight spot information and the cloud server
Feedback information.
In order to preferably allow traveller to can satisfy oneself personalized travelling needs, and can rationally hold balanced tourist attractions
By pressure, and then promote service quality, the present invention also provides a kind of paths planning method, the paths planning method include with
Lower step:
Step S1, tourist attractions recommendation apparatus receives client network connection request, and obtains client's end group of traveller
This information and preference information；
Step S2, tourist attractions recommendation apparatus store traveller's essential information and preference information into cloud server,
Cloud server receives traffic information, the passenger flow information, letter of staying that the sight spot information reception device from each tourist attractions is sent
Breath；
Step S3 matches the information from client in cloud server with the information from each tourist attractions
It calculates, the result for calculating recommendation paths returns to tourist attractions recommendation apparatus, shows recommendation paths by tourist attractions recommendation apparatus
Information, and push to the client of traveller；
Step S4, traveller select and confirm the routing information of recommendation in client, and confirmation message returns to tourist attractions and pushes away
Device is recommended, tourist attractions recommendation apparatus will confirm that information is stored to cloud server, and cloud server will confirm that information is sent to
Corresponding sight spot information reception device, and reserved.
Preferably, in the step S3, the result for calculating recommendation paths is at least two kinds of, the trip of return after sorting by priority
Swim recommending scenery spot device.
Preferably, in step S3, the information from client includes traveller's essential information and preference information, essential information
Including traveller's number, age, gender, preference information includes lodging, parking, tour itineraries preference, waiting time, food and drink, scape
Point covering surface, sight spot emphasis.
Preferably, reservation includes the reservation of sight spot parking stall, reservation of staying, food and drink reservation in step S4.
Compared with the existing technology, tourist attractions recommender system of the invention includes tourist attractions recommendation apparatus, cloud clothes
Business device, sight spot information reception device, traveller send a request to tourist attractions recommendation apparatus by client, and tourist attractions are recommended
Device is by cloud server passenger flow information, parking information, the traffic information of sight spot information reception device etc. in each sight spot
It is calculated, optimization tourist attractions are recommended.Paths planning method of the invention is built upon on the basis of the recommender system of tourist attractions,
By cloud server matching traveller's essential information, preference information and each sight spot passenger flow etc., tourist attractions in region are calculated
It is best suitable for traveller's personalization route, to promote the travelling quality of traveller's free walker.
Other features and advantages of the present invention will the following detailed description will be given in the detailed implementation section.
Detailed description of the invention
The attached drawing for constituting a part of the invention is used to provide further understanding of the present invention, schematic reality of the invention
It applies mode and its explanation is used to explain the present invention, do not constitute improper limitations of the present invention.
In the accompanying drawings:
Fig. 1 is tourist attractions paths planning method block diagram of the invention；
Fig. 2 is the schematic diagram of tourist attractions recommender system of the present invention.
Description of symbols:
1 transmitting antenna, 2 direction board component
3 liquid crystal display, 4 photovoltaic panel
5 energy storage control assembly, 6 pedestal
7 support rod, 8 cloud server
9 sight spot information reception devices
Specific embodiment
Below in conjunction with attached drawing, detailed description of the preferred embodiments.It should be understood that this place is retouched
The specific embodiment stated is merely to illustrate and explain the present invention, and is not intended to restrict the invention.
In the present invention, in the absence of explanation to the contrary, the noun of locality used such as " upper and lower, left and right " typically refers to
With reference to upper and lower, left and right shown in the drawings；" inside and outside " refers to the inside and outside of the profile relative to each component itself.Below with reference to
Attached drawing and in conjunction with embodiment come the present invention will be described in detail.
In order to solve regional tourism scale of scenic area pointed by background technology part is small, sight spot dispersion, path resource are limited,
Under the limited equal limitation of receiving passenger flow, meeting traveller's free walker leisurely and carefree can travel and be promoted in the process the effect travelled
Rate and quality, as shown in Fig. 2, tourist attractions recommender system, the tourism scape is arranged in the junction of three roads or region sight spot collecting and distributing centre
Point recommender system includes tourist attractions recommendation apparatus, cloud server 8, sight spot information reception device 9, and the tourist attractions are recommended
Device, cloud server 8, sight spot information reception device 9 be connected to the network, the tourist attractions recommendation apparatus include transmitting antenna 1,
Direction board component 2, energy storage control assembly 5, pedestal 6, support rod 7, the transmitting antenna 1 is with the support rod 7 far from ground one
End connection, the pedestal 6 are connect with the support rod 7 close to ground one end, and the direction board component 2 is set in the support rod
On 7, the pedestal 6 is arranged on the end face on ground in the energy storage control assembly 5.
In order to preferably be arranged and preferably freer traveller passerby's prompt in the junction of three roads, in preferable case of the present invention
Under, the direction board component 2 further includes direction board, liquid crystal display 3, photovoltaic panel 4, and the liquid crystal display 3 is arranged in institute
Direction board is stated on the end face of the support rod 7, the photovoltaic panel 4 is fixedly connected with the direction board.
In order to preferably be configured the tourist attractions recommendation apparatus in the recommender system of tourist attractions in remote or intermountain,
Under preferable case of the present invention, fluorescent screen or LED indication board that the direction board uses night that can see.
In order to better adapt to multiple sight spots or a large amount of traveller's data processings, under preferable case of the present invention, scape of travelling
Cloud server 8 is used in point recommender system, the cloud server 8 is sent for receiving and handling the recommending scenery spot device
Traveller's personal information and preference information, at least two sight spot information reception devices send sight spot dynamic data.
In order to preferably receive the client-side information of traveller and show recommendation information, under preferable case of the present invention, institute
Tourist attractions recommendation apparatus is stated for receiving the personal information and preference information that the client of traveller is sent, receives and show institute
State the path recommendation information of the transmission of cloud server 8, the client of transmitting path recommendation information to traveller.
Effectively subscription services are carried out in order to which feedback information is back to tourist attractions in time, in preferable case of the present invention
Under, the sight spot information reception device 9 sends traveller's feedback information for receiving sight spot information and the cloud server 8.
In order to solve in background technique, free walker traveller can be scattered in distribution, sight spot is small, path resource is limited, accommodate
Leisurely and carefree travelling under the limited equal confined environments of passenger flow, and energy raising efficiency and quality, the present invention also provides one between sight spot
Kind of paths planning method, as shown in Figure 1, the paths planning method the following steps are included:
Step S1, tourist attractions recommendation apparatus receives client network connection request, and obtains client's end group of traveller
This information and preference information；
Step S2, tourist attractions recommendation apparatus store traveller's essential information and preference information into cloud server 8,
Cloud server 8 receives traffic information, the passenger flow information, lodging that the sight spot information reception device 9 from each tourist attractions is sent
Information；
Step S3, by the information from client in cloud server 8 and the information progress from each tourist attractions
With calculating, the result for calculating recommendation paths returns to tourist attractions recommendation apparatus, is shown by tourist attractions recommendation apparatus and recommend road
Diameter information, and push to the client of traveller；
Step S4, traveller select and confirm the routing information of recommendation in client, and confirmation message returns to tourist attractions and pushes away
Device is recommended, tourist attractions recommendation apparatus will confirm that information is stored to cloud server 8, and cloud server 8 will confirm that information is sent
To corresponding sight spot information reception device 9, and reserved.
It allows the more subjectivities of traveller of free walker to select freedom degrees to increase, rather than merely relies on system recommendation
Algorithm is recommended, and when the present invention is more highly preferred to, in the step S3, the result for calculating recommendation paths is at least two kinds of, by excellent
Tourist attractions recommendation apparatus is returned after first grade sequence.Shown in table 1, for example, the sight spot dispersed at A, B, C, D, E tetra-, preference journey
Degree is with 1~10 point, and score value is higher, and positive preference is bigger, it is assumed that the lodging condition of E is best, and food and drink is good, main parking also side
Just；The sight spot D and other sight spot lie farthest aways, parking is convenient, and the number of entry is more；C is close from E, and project is few, but more classical, parking
It is inconvenient；B is close from C, and the narrow passenger flow in road is big, stays few, but have bigger stimulation project than other sight spots, and the sight spot A comparison of item is comprehensive,
Feature is few, facilitates lodging, and lodging condition is good, and eating condition is good, and close from E.
Matching primitives are carried out by following algorithm, and then are ranked up, the path of recommendation is filtered out.
fk(x)=a0x0+a1x1+a2x2+a3x3+…+amxm
Wherein, aiIt is k-th of traveller to the preference of disparity items, xjIt is commented for the jth item of x-th tourist attractions
Point, calculate fk(x) after score value, according to being ranked up from high to low to x tourist attractions, and recommend the scape of preceding 5 f (x) numerical value
Point after random combine, is left sight spot, the as recommendation paths of system in series connection.
Table 1
In order to which preferably matching primitives meet tourist attractions recommendation and the path planning of traveller's individual demand, in this hair
It is bright be more highly preferred in the case where, in step S3, the information from client includes traveller's essential information and preference information, substantially
Information includes traveller's number, age, gender, and preference information includes lodging, parking, tour itineraries preference, waiting time, meal
Drink, sight spot covering surface, sight spot emphasis.
In order to reduce traveller's waiting time, the routing information of traveller's final choice is fed back into cloud server 8, cloud
It holds server 8 that these information are fed back to corresponding sight spot, to be ready reception work in advance, promotes service quality,
In the case that the present invention is more highly preferred to, reservation includes the reservation of sight spot parking stall, reservation of staying, food and drink reservation in step S4.
The foregoing is merely better embodiments of the invention, are not intended to limit the invention, all of the invention
Within spirit and principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (9)
1. a kind of tourist attractions recommender system, which is characterized in that the tourist attractions recommender system includes that dress is recommended in tourist attractions
It sets, cloud server (8), sight spot information reception device (9), the tourist attractions recommendation apparatus, cloud server (8), sight spot
Information receiver (9) network connection, the tourist attractions recommendation apparatus include transmitting antenna (1), direction board component (2), storage
It can control component (5), pedestal (6), support rod (7), the transmitting antenna (1) and the support rod (7) connect far from ground one end
It connects, the pedestal (6) connect with the support rod (7) close to ground one end, and the direction board component (2) is set in the support
On bar (7), energy storage control assembly (5) setting is on the pedestal (6) the backwards end face on ground.
2. tourist attractions recommender system according to claim 1, which is characterized in that the direction board component (2) further includes
Direction board, liquid crystal display (3), photovoltaic panel (4), the liquid crystal display (3) are arranged in the direction board backwards to the branch
On the end face of strut (7), the photovoltaic panel (4) is fixedly connected with the direction board.
3. tourist attractions recommender system according to claim 1, which is characterized in that the cloud server (8) is for connecing
Receive and handle the traveller's personal information and preference information, at least two sight spot informations reception dress that the recommending scenery spot device is sent
It sets and sends sight spot dynamic data.
4. tourist attractions recommender system according to claim 1, which is characterized in that the tourist attractions recommendation apparatus is used for
The personal information and preference information that the client of traveller is sent are received, receives and show what the cloud server (8) were sent
Path recommendation information, the client of transmitting path recommendation information to traveller.
5. tourist attractions recommender system according to claim 1, which is characterized in that the sight spot information reception device (9)
Traveller's feedback information is sent for receiving sight spot information and the cloud server (8).
6. a kind of paths planning method, which is characterized in that the paths planning method the following steps are included:
Step S1, tourist attractions recommendation apparatus receives client network connection request, and the client for obtaining traveller is believed substantially
Breath and preference information；
Step S2, tourist attractions recommendation apparatus store traveller's essential information and preference information into cloud server (8), cloud
Server (8) are held to receive the traffic information of sight spot information reception device (9) transmission from each tourist attractions, passenger flow information, live
Place information；
Step S3 matches the information from client in cloud server (8) with the information from each tourist attractions
It calculates, the result for calculating recommendation paths returns to tourist attractions recommendation apparatus, shows recommendation paths by tourist attractions recommendation apparatus
Information, and push to the client of traveller；
Step S4, traveller select and confirm the routing information of recommendation in client, and confirmation message returns to tourist attractions and recommends dress
It sets, tourist attractions recommendation apparatus will confirm that information is stored to cloud server (8), and cloud server (8) will confirm that information is sent
To corresponding sight spot information reception device (9), and reserved.
7. paths planning method according to claim 6, which is characterized in that in the step S3, calculate recommendation paths
Result it is at least two kinds of, after sorting by priority return tourist attractions recommendation apparatus.
8. paths planning method according to claim 6, which is characterized in that in step S3, the packet from client
Include traveller's essential information and preference information, essential information includes traveller's number, age, gender, preference information include stay,
Parking, tour itineraries preference, waiting time, food and drink, sight spot covering surface, sight spot emphasis.
9. paths planning method according to claim 6, which is characterized in that reservation includes that sight spot parking stall is pre- in step S4
About, lodging reservation, food and drink reservation.
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| CN112465276A (en) * | 2021-01-28 | 2021-03-09 | 湖南惠旅云网络科技有限公司 | Method for automatically generating scenic spot playing recommended route |
| CN113763210A (en) * | 2021-04-20 | 2021-12-07 | 京东城市(北京)数字科技有限公司 | Scenic spot information recommendation method and device, electronic equipment and storage medium |
| CN114004664A (en) * | 2022-01-05 | 2022-02-01 | 杭州车凌网络科技有限公司 | APP software interaction method based on SaaS platform |
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