CN112785726B - Intelligent scenic spot management system - Google Patents
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Abstract
The invention provides an intelligent scenic spot management system, which comprises: the system comprises a ticket management module, a ticket checking module and a system management module, wherein the ticket management module is used for counting and managing ticket information of scenic spots, and the ticket checking module is used for counting and managing the park-entering information of tourists; the system management module is used for managing or distributing the ticket business management module and the ticket checking module, so that intelligent management of scenic spot ticket selling, ticket checking and ticket business statistics can be realized. The ticket checking module can support ticket checking modes such as second-generation identity cards and two-dimensional codes, so that queuing time is greatly shortened, and information such as identity of tourists and visiting time is accurately recorded.
Description
Technical Field
The invention relates to the technical field of internet of things applied to tourist attractions, in particular to an intelligent scenic spot management system.
Background
At present, with the rapid development of the tourism industry, the hot scenic spots are often in a state of visitor fullness, the daily ticket business sales are manual sales and verification, the ticket selling and verification efficiency is low, and mistakes are easy to make, so that a management system capable of uniformly selling and verifying the tickets in the scenic spots is lacked.
Disclosure of Invention
The invention provides an intelligent scenic spot management system which is convenient for scenic spot ticketing to be sold and checked and managed in a unified mode.
The invention provides an intelligent scenic spot management system, which comprises: a ticket management module, a ticket checking module and a system management module,
the ticket management module is used for counting and managing ticket information in scenic spots,
the ticket checking module is used for counting and managing the park entering information of the tourists;
the system management module is used for managing or distributing the ticket management module and the ticket checking module.
Preferably, the ticket management module includes: a ticket selling role management module, a scenic spot basic information management module, a customer relationship management module and a ticket counting module,
the ticket role management module is used for managing the authorization authority of scenic spot management personnel;
the scenic spot basic information management module is used for managing basic information of scenic spots;
the customer relationship management module is used for classifying and managing the types of the customers in the scenic spot;
the entrance ticket counting module is used for verifying and canceling entrance ticket information of the scenic spot.
Preferably, the authorization authority includes: inquiring ticket authority, deleting ticket authority, adding ticket authority and modifying ticket authority;
the client types include: agreement policy clients, group clients, and tour guide clients;
the entrance ticket information of the scenic spot comprises: the system comprises entrance ticket stock information, entrance ticket drawing information, entrance ticket refunding information, and ticket seller warehouse increase and refund information.
Preferably, the scenic spot basic information management module includes: the system comprises a sub-sight-spot management module, a garden door management module, a ticket type management module, a ticket checking channel management module and a payment mode management module;
the sub-scenic spot management module is used for managing or dividing a plurality of sub-scenic spots divided in the scenic spot;
the garden door management module is used for managing the opening and closing of a plurality of garden doors in the scenic spot;
the ticket type management module is used for managing the types of tickets;
the ticket checking channel management module is used for managing the opening and closing of the ticket checking and the ticket checking channel;
the payment mode management module is used for managing the payment mode of the user.
Preferably, the ticket checking module comprises: a user terminal and a management terminal, wherein the user terminal is used for storing ticket information of tourists,
the management end is used for being connected with the system management module, reading the ticket information of the tourist through the system management module, and managing the passing of the tourist according to the read ticket information of the tourist.
Preferably, the method further comprises the following steps: the ticket evasion recognition module is used for carrying out face recognition on tourists in the scenic spot;
comparing the face recognition information with the real population information to obtain the tourists corresponding to the face recognition information;
judging whether the tourist escapes according to the ticket buying information of the tourist; if the tourist is in the fare evasion state, reporting the position information of the tourist;
and informing the scenic spot manager closest to the position according to the position information of the ticket-evading tourist.
Preferably, the ticket evasion identification module is used for storing the personal information of the ticket evasion tourist and the ticket evasion information, and the ticket evasion information comprises the ticket evasion times and the ticket evasion time.
Preferably, the method further comprises the following steps: counting ticket evasion information of the ticket evasion tourists, obtaining a personal credit value of the tourists according to the counting of the ticket evasion information, and prestoring according to the personal credit value of the tourists; when a plurality of tourists are located in the same area, simultaneously carrying out face recognition on the plurality of tourists, obtaining the personal credit value of each tourist according to face recognition information, sequencing the personal credit values, obtaining the tourist with the lowest personal credit value in the plurality of tourists, and carrying out priority judgment on the tourist with the lowest personal credit value.
Preferably, the ticket evasion recognition module is used for carrying out face recognition on the tourist in the scenic spot, obtaining a plurality of position point information of the tourist according to the face recognition information, generating track information from the plurality of position point information, and judging whether the tourist has a ticket evasion behavior according to the track information; according to the obtained track information and ticket buying information, carrying out validity judgment on the ticket evading behavior of the tourist; judging whether the ticket evading behavior of the tourist is obtained according to the effectiveness; if the ticket evasion behavior exists, reporting the position information of the tourist.
Preferably, the validity judgment includes: extracting the characteristics of the track information and the ticket purchasing information, and designing a scale weight function; searching the weight with the same scale of the track information and the ticket purchasing information; and obtaining the effectiveness of the ticket evasion behavior of the tourist according to the searching result.
The design scale weight function comprises: the scale weight values comprise 1-1 + N, and the weight value of the (N + 1) th scale is larger than the sum of the weight values of other (N-1) th scales, so that whether the basic scale weight values of the scale weight function are similar is a dominant status value in the judgment of the similarity of all sequences; and determining a similarity weight interval.
The same scale weight of the searched track information and the ticket purchasing information is calculated according to the following steps:
setting an array with the length of n, wherein the array is marked as z1 and is used for recording whether an element on the ith scale of the track information A1 is an element on the scale corresponding to the ticket purchasing information A2; and whether the sum of the element on the j-th scale of the ticket buying information A2 and the element on the scale corresponding to the recorded track information A1 is smaller than theta, namely, whether the main information of the track information A1 and the ticket buying information A2 in the same time period is the same or not is compared, if the main information is the same, z1(i) is 1, otherwise, z1(i) is 0;
looking up the scale value of 1 in z1, finding a scale weight value of 1 from the scale weight function, and overlapping the scale weight value, wherein the overlapped value is the similarity weight value of the track information A1 and the ticket purchasing information A2; if the similarity exists, the behavior is judged to be the ticket evasion behavior, and if not, the behavior is the non-ticket evasion behavior.
The similarity weight K is calculated by the following formula (1):
wherein m is the basic weight of the scale weight.
According to the formula (1), the two kinds of information can be judged, the effectiveness of the ticket evasion behavior of the tourists is improved, the situation of false alarm caused by the fact that the ticket evasion behavior of the tourists does not occur is reduced, the management of the scenic spot is further more reasonable and perfect, the purpose of managing the scenic spot in a standardized mode can be achieved according to the fact that the ticket evasion behavior of the tourists is judged, and loss caused by the ticket evasion behavior of entrance ticket operation of the scenic spot is reduced.
Preferably, the system further comprises a dynamic process simulation, wherein the dynamic process simulation is used for simulating a dynamic track of the recognized face recognition information, generating a dynamic simulated motion path, comparing the dynamic simulated motion path with the track information A1 and the ticket buying information A2 again, further predicting the path information of the ticket evasion personnel, improving the alarm efficiency of the tourist after the ticket evasion behavior occurs, and reducing the judgment time.
The dynamic process simulation comprises: performing initial division on the acquired data; simulating the movement position of the monitored tourist relative to the scenic spot map and a pre-judged movement position based on the speed, displacement, acceleration and momentum guard energy information for merging; and obtaining a dynamic simulation path.
Matching according to the dynamic simulation path and the actual motion path, and judging the authenticity of the dynamic simulation path; further judging the effectiveness of the current dynamic simulation path according to the authenticity of the dynamic simulation path; and after multiple times of judgment, sending the final dynamic simulation path to a user terminal of a scenic spot manager, and enabling the scenic spot manager to search for the ticket evasion tourists according to the simulation path information.
The matching according to the dynamic simulation path and the actual motion path comprises the following steps:
constructing a group of L-dimensional subsequences from the position sequences containing the F points;
defining the distance H between any two L-dimensional vectors;
increasing dimension L +1, constructing a group of L + 1-dimensional subsequences, and calculating the average value of the distance H;
and when the F is a finite value, obtaining an estimated value S of the sample entropy when the sequence length is F, wherein the estimated value S is a simulation position information point of the dynamic simulation path. And calculating for multiple times, obtaining a plurality of simulation position information points, and connecting the plurality of simulation position information points one by one to obtain the dynamic simulation path.
The method comprises the steps that a simulated dynamic path is utilized to obtain a pre-movement track of a tourist, and a scenic spot manager can quickly check the real-time position of the tourist with a ticket evasion behavior through a client according to the pre-movement track; the situation that when the scenic spot management personnel arrive at the alarm position after obtaining the ticket evasion behavior alarm for a period of time, the ticket evasion tourist leaves the alarm position point when the alarm is given is reduced.
Preferably, the ticket evasion identification module is also used for managing a tourist visiting area; judging whether the tourist deviates from the open area according to the tourist position of the tourist;
if the tourist deviates from the open area, reporting the position information of the tourist;
and informing the scenic spot manager closest to the position according to the position information of the tourist.
The working principle and the beneficial effects of the invention are as follows:
the intelligent scenic spot management system provided by the invention can realize intelligent management of scenic spot entrance ticket selling, ticket checking and ticket business statistics. The ticket checking module can support ticket checking modes such as second-generation identity cards and two-dimensional codes, so that queuing time is greatly shortened, and information such as identity of tourists and visiting time is accurately recorded.
Through setting up scientific, perfect wisdom scenic spot management system at each sight spot, realize the high-efficient management of system data, realize simultaneously and electronic commerce platform rail joint, establish unique two-dimensional code terminal, avoid appearing different two-dimensional code verifiers of different agents. On the basis of the existing paper ticket system, the functions of supporting second-generation identity cards and two-dimension code recognition are added, and the intelligent counting and ticket checking functions are realized.
The intelligent scenic spot management system provided by the invention comprises: the ticket management module, the ticket checking module and the system management module comprise additional functions of member management, tourist (audience) management, employee management and the like. The intelligent scenic spot management system realizes electronic, automatic and networked computer comprehensive management on ticket selling and checking processes. The ticket checking, ticket selling and managing center is connected into a complete system, so that the data uploaded by each ticket checking point and the data uploaded by the ticket checking points are synchronized with the data of the central server in real time, and the safety, the tightness and the reliability of data management are ensured.
The ticket management module has the functions of ticketing, ticket returning, group ticket buying, discounting, shift statistics, ticketing query and the like;
the ticket checking module realizes the automatic ticket checking function, and can control different channels according to tickets, and carry out voice prompt and release signals for ticket checking;
the system management module has the functions of basic setting, inquiring, counting, report output and the like. The tourist (audience) management system has the functions of registering audience information, analyzing information, counting the number of people in a control park in real time, reporting information and the like.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic structural view of the present invention;
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it will be understood that they are described herein for the purpose of illustration and explanation and not limitation.
Referring to fig. 1, an embodiment of the invention provides an intelligent scenic spot management system, including: a ticket management module, a ticket checking module and a system management module,
the ticket management module is used for counting and managing ticket information in scenic spots,
the ticket checking module is used for counting and managing the park entering information of the tourists;
the system management module is used for managing or distributing the ticket management module and the ticket checking module.
The intelligent scenic spot management system provided by the invention can realize intelligent management of scenic spot entrance ticket selling, ticket checking and ticket business statistics. The ticket checking module can support ticket checking modes such as second-generation identity cards and two-dimensional codes, so that queuing time is greatly shortened, and information such as identity of tourists and visiting time is accurately recorded.
Through setting up scientific, perfect wisdom scenic spot management system at each sight spot, realize the high-efficient management of system data, realize simultaneously and electronic commerce platform rail joint, establish unique two-dimensional code terminal, avoid appearing different two-dimensional code verifiers of different agents. On the basis of the existing paper ticket system, the functions of supporting second-generation identity cards and two-dimension code recognition are added, and the intelligent counting and ticket checking functions are realized.
The intelligent scenic spot management system provided by the invention comprises: the ticket system comprises a ticket management module, a ticket checking module and a system management module, wherein the ticket management module comprises additional functions of member management, tourist (audience) management, employee management and the like. The intelligent scenic spot management system realizes electronic, automatic and networked computer comprehensive management on ticket selling and checking processes. The ticket checking, ticket selling and managing center is connected into a complete system, so that the data uploaded by each ticket checking point and the data uploaded by the ticket checking points are synchronized with the data of the central server in real time, and the safety, the tightness and the reliability of data management are ensured.
The ticket management module has the functions of ticketing, ticket returning, group ticket buying, discounting, shift statistics, ticketing query and the like;
the ticket checking module realizes the automatic ticket checking function, and can control different channels according to tickets, and carry out voice prompt and release signals for ticket checking;
the system management module has the functions of basic setting, inquiring, counting, report output and the like. The tourist (audience) management system has the functions of registering audience information, analyzing information, counting and controlling the number of people in a park in real time, notifying information and the like.
In one embodiment, the ticket management module comprises: a ticket selling role management module, a scenic spot basic information management module, a customer relationship management module and a ticket counting module,
the ticket role management module is used for managing the authorization authority of scenic spot management personnel;
the scenic spot basic information management module is used for managing basic information of scenic spots;
the customer relationship management module is used for classifying and managing the types of the customers in the scenic spot;
the entrance ticket counting module is used for verifying and canceling entrance ticket information of the scenic spot.
The authorization rights include: inquiring ticket authority, deleting ticket authority, adding ticket authority and modifying ticket authority;
the entrance ticket information of the scenic spot comprises: the system comprises entrance ticket stock information, entrance ticket drawing information, entrance ticket refunding information, and ticket seller warehouse increase and refund information.
The scenic spot basic information management module comprises: the system comprises a sub-sight-spot management module, a garden door management module, a ticket type management module, a ticket checking channel management module and a payment mode management module;
the sub-scenic spot management module is used for managing or dividing a plurality of sub-scenic spots divided in the scenic spot;
the garden door management module is used for managing the opening and closing of a plurality of garden doors in the scenic spot;
the ticket type management module is used for managing the types of tickets;
the ticket checking channel management module is used for managing the opening and closing of the ticket checking and the ticket checking channel;
the payment mode management module is used for managing the payment mode of the user.
The customer relationship management module is used for classifying and managing the types of the customers in the scenic spot; the client types include: agreement policy clients, group clients, and tour guide clients;
the agreement policy client is a client enjoying a special preferential policy, and the special preferential policy comprises the agreement type and the agreement price of group clients or individual clients;
the customer relationship management module is used for setting basic data, ticket buying payment modes and enjoyment agreements of the group customers; the customer relationship management module is also used for managing basic materials of the guide.
The intelligent scenic spot management system can be used for managing a plurality of scenic spots under 1 group, can manage N scenic spot projects under 1 group account, and manages a plurality of personnel under one scenic spot for setting and managing the parameters of the operation of the electronic ticketing platform system; and a scenic spot comprises the management of a plurality of sub-scenic spots; for example: system management (resource management, role management, scenic spot organization management, organization department management, user management, platform parameter management, DRUID monitoring, system log management) and report management.
The scenic spot basic information management also comprises a background development module, is used by developers and is used for basic information of the background development framework.
The scenic spot basic information management is mainly used for background development management, ticket desk login role management and user account setting, and scenic spot information management (time limit, organization number, address, contact person, contact telephone and the like); and a plurality of small scenic spots are hung under a large scenic spot, but technical personnel are required to participate in the specific operation process, and basic information of a plurality of background development frameworks is required.
When the ticket role management module is used, a role (such as a ticket seller, a ticket manager and the like) is set at first, and corresponding authorities are given to the role, such as that finance only has a report management authority, the ticket seller does not have a background authority and the like.
Management of scenic spot information: the management or distribution of the registration information of the cooperative scenic spot, hotel, etc. requires setting basic information of the scenic spot, such as a specific LOGO, name, organization number, etc. Meanwhile, the information of the contact person, the contact phone and the sales contact person in the set scenic spot is included.
The entrance ticket statistical module is mainly used for setting and managing parameters of the operation of the electronic entrance ticket system in a single-point scenic spot, such as system setting, basic information management, customer relationship management, inventory management, theater management, sales report management, ticket checking report management and the like of a ticketing system; authority of ticket seller, ticket type, price, discount, release time, passage release rule, etc.; and all the ticketing and checking data can be inquired, counted and analyzed, and various reports can be printed.
The method specifically comprises the following steps: system management and scenic spot partition management;
the system management comprises functions of ticket selling resource management, ticket selling role management, data space management, system parameter management and the like.
Ticket selling resource management: the whole background ticketing resource configuration interface is added by a system administrator
And (3) ticket role management: the current selected ticket role is authorized, and the authorized role can be authorized for ticket sellers for multiple times.
Data dictionary management: technician specific system configuration parameters;
and (3) system parameter management: technician specific system configuration parameters;
basic information management: the system comprises the functions of scenic spot partition management, garden gate management, light season management, ticket/card type management, computer hardware management, payment mode management, ticket checking channel management, basic ticket/card management, ticket type fare/card management and the like.
And (3) scenic region partition management: by setting each scenic spot, each scattered scenic spot can be divided according to a certain rule, so that the purpose of systematic management of the scenic spot is achieved;
managing the garden door: management for expanding garden doors;
management in light and busy seasons: the method is mainly used for setting in weak and busy seasons;
ticket/card type management: the ticket type setting is mainly used for setting different ticket types;
computer hardware management: the method is mainly used for the management of self-help machines and windows;
and (3) payment mode management: the method is mainly used for managing the payment mode;
ticket checking channel management: the method is mainly used for systematic management of ticket checking channels. The ticket checking channel is used for the monitoring station to inquire;
basic ticket/card management: the method is mainly used for basic ticket/card management. Carrying out systematic management on basic tickets/cards, namely firstly grouping the tickets, and then adding the basic tickets/cards in the groups and setting other details;
ticket type fare/card management: the method is mainly used for managing the ticket type fare. The ticket types and the ticket prices are systematically managed, the ticket types are firstly grouped, and then the new addition of the ticket types and other detailed settings of the ticket types are carried out in the grouping.
In one embodiment, the entrance ticket inventory information is managed through an inventory management module, and the inventory management module mainly comprises the functions of warehouse management, total warehouse entry, total warehouse exit, entrance ticket transfer, entrance ticket acceptance, ticket seller exit, entrance ticket inventory inquiry, entrance ticket detail inventory inquiry and the like.
And (3) warehouse management: when a new warehouse is added, a new sub-warehouse is required under the main warehouse, and a warehouse with the same grade as the main warehouse cannot be added randomly.
Warehousing in a main warehouse: the main warehouse entry is the storage management of entrance tickets;
and (4) returning the warehouse: the function of returning the entrance tickets is provided, and redundant tickets in the main warehouse can be returned;
entrance ticket transfer: the entrance ticket transfer warehouse is used for managing entrance ticket changing;
admission of entrance tickets: the ticket receiving realizes the function of a ticket seller to receive tickets from a scenic spot warehouse;
the ticket seller retreats the warehouse: the function of returning the entrance tickets is provided, and when the ticket seller leaves or changes shifts, the redundant tickets in the hands can be returned;
and (3) ticket stock inquiry: by selecting the inventory type and clicking an inquiry button, the ticket seller, the warehouse or the remaining conditions of all kinds of tickets are inquired;
and (3) inquiring the detail stock of the entrance ticket: by selecting the inventory type and clicking the 'inquiry' button, the ticket seller, the warehouse or the whole various ticket detail remaining conditions are inquired.
In one embodiment, the system further comprises a report generation module for generating a sales report and a ticket checking report, wherein the sales report comprises sales summary statistical information and ticket seller sales report statistical information; the ticket checking report comprises ticket checking information of each ticket checking channel in any past time period.
According to the report generation module, the sales or ticket checking information can be quickly consulted.
In one embodiment, the ticket checking module comprises: a user terminal and a management terminal, wherein the user terminal is used for storing ticket information of tourists,
the management end is used for being connected with the system management module, reading the ticket information of the tourist through the system management module, and managing the passing of the tourist according to the read ticket information of the tourist.
The ticket checking module consists of a user side and a management side, and the user side and the management side are connected in a Socket mode to provide the best communication guarantee. The client runs on the windows platform and is developed based on wpf. The management program is a windows service and is responsible for monitoring requests from the client, completing the validity verification of data and responding to the client data processing requests in real time. On the floodgate machine of leaving the garden, need the visitor to brush the admission ticket again, its purpose is first to guarantee that a ticket alone, special ticket are special: secondly, the existing tourist capacity in the scenic spot can be mastered at any time, the total amount of the tourists in any time period in the scenic spot can be controlled and analyzed, the scenic spot passenger flow can be effectively limited in the peak period, and safety accidents are avoided.
In one embodiment, further comprising: the ticket evasion recognition module is used for carrying out face recognition on tourists in the scenic spot; comparing the face recognition information with the real population information to obtain the tourists corresponding to the face recognition information; judging whether the tourist escapes according to the ticket buying information of the tourist; if the ticket is escaped, reporting the position information of the tourist; and informing the scenic spot manager closest to the position according to the position information of the ticket-evading tourist.
The ticket evasion identification module is used for storing the personal information and the ticket evasion information of the ticket evasion tourist, and the ticket evasion information comprises the ticket evasion times and the ticket evasion time.
Further comprising: counting ticket evasion information of the ticket evasion tourists, obtaining a personal credit value of the tourists according to the counting of the ticket evasion information, and prestoring according to the personal credit value of the tourists; when a plurality of tourists are located in the same area, simultaneously carrying out face recognition on the plurality of tourists, obtaining the personal credit value of each tourist according to face recognition information, sequencing the personal credit values, obtaining the tourist with the lowest personal credit value in the plurality of tourists, and carrying out priority judgment on the tourist with the lowest personal credit value.
The system carries out sequencing according to the personal credit value, realizes the judgment of the ticket evasion behavior of the tourists with lower credit value in priority, and reduces the calculation of data volume when the system judges the ticket evasion behavior of the tourists in a plurality of tourists;
in addition, in the process of face recognition, if the information of the identified tourists is the ticket-free tourists such as children or old people and the like which do not need to buy tickets, the alarm is not needed.
In one embodiment, the ticket evasion identification module is used for carrying out face identification on tourists in a scenic spot, obtaining a plurality of position point information of the tourists according to the face identification information, generating track information from the plurality of position point information, and judging whether the tourists have ticket evasion behaviors according to the track information; according to the obtained track information and ticket buying information, effectiveness judgment is carried out on ticket evasion behaviors of the tourists; judging whether the ticket evading behavior of the tourist is obtained according to the effectiveness; if the ticket evasion behavior exists, reporting the position information of the tourist.
The validity judgment includes: extracting the characteristics of the track information and the ticket purchasing information, and designing a scale weight function; searching the weight with the same scale of the track information and the ticket purchasing information; and obtaining the effectiveness of the ticket evading behavior of the tourist according to the searching result.
The design scale weight function comprises: the scale weight values comprise 1-1 + N, and the weight value of the (N + 1) th scale is larger than the sum of the weight values of other (N-1) th scales, so that whether the basic scale weight values of the scale weight function are similar is a dominant status value in the judgment of the similarity of all sequences; and determining a similarity weight interval.
The same scale weight of the searched track information and the ticket purchasing information is calculated according to the following steps:
setting an array with the length of n, wherein the array is marked as z1 and is used for recording whether an element on the ith scale of the track information A1 is an element on the scale corresponding to the ticket buying information A2; and whether the sum of the element on the j-th scale of the ticket buying information A2 and the element on the scale corresponding to the recorded track information A1 is smaller than theta, namely, whether the main information of the track information A1 and the ticket buying information A2 in the same time period is the same or not is compared, if the main information is the same, z1(i) is 1, otherwise, z1(i) is 0;
and checking that the scale value in z1 is 1, finding a scale weight value of 1 from the scale weight function, and superposing the scale weight value, wherein the superposed value is the similarity weight value of the track information A1 and the ticket purchasing information A2. If the similarity exists, the behavior is judged to be the ticket evasion behavior, and if not, the behavior is the non-ticket evasion behavior.
The similarity weight K is calculated by the following formula (1):
wherein m is the basic weight of the scale weight.
According to the formula (1), the two kinds of information can be judged, the effectiveness of the ticket evasion behavior of the tourists is improved, the situation of false alarm caused by the fact that the ticket evasion behavior of the tourists does not occur is reduced, the management of the scenic spot is further more reasonable and perfect, the purpose of managing the scenic spot in a standardized mode can be achieved according to the fact that the ticket evasion behavior of the tourists is judged, and loss caused by the ticket evasion behavior of entrance ticket operation of the scenic spot is reduced.
In one embodiment, the method further comprises a dynamic process simulation, wherein the dynamic process simulation is used for simulating a dynamic track of the recognized face recognition information, generating a dynamic simulated motion path, and comparing the dynamic simulated motion path with the track information A1 and the ticket buying information A2 again to further predict the path information of the ticket evading personnel, so that the alarm efficiency of the tourist after the ticket evading behavior occurs is improved, and the judgment time is shortened.
The dynamic process simulation comprises: performing initial division on the acquired data; simulating the movement position of the monitored tourist relative to the scenic spot map and the pre-judged movement position based on the speed, displacement, acceleration and momentum conservation information for merging; and obtaining a dynamic simulation path.
Matching according to the dynamic simulation path and the actual motion path, and judging the authenticity of the dynamic simulation path; further judging the effectiveness of the current dynamic simulation path according to the authenticity of the dynamic simulation path; and after multiple times of judgment, sending the final dynamic simulation path to a user terminal of a scenic spot manager, and enabling the scenic spot manager to search for the ticket evasion tourists according to the simulation path information.
The matching according to the dynamic simulation path and the actual motion path comprises the following steps:
constructing a group of L-dimensional subsequences from the position sequences containing the F points;
defining the distance H between any two L-dimensional vectors;
increasing dimension L +1, constructing a group of L + 1-dimensional subsequences, and calculating the average value of the distance H;
and when the F is a finite value, obtaining an estimated value S of the sample entropy when the sequence length is F, wherein the estimated value S is a simulation position information point of the dynamic simulation path. And calculating for multiple times, obtaining a plurality of simulation position information points, and connecting the plurality of simulation position information points one by one to obtain the dynamic simulation path.
The method comprises the steps that a simulated dynamic path is utilized to obtain a pre-movement track of a tourist, and a scenic spot manager can quickly check the real-time position of the tourist with a ticket evasion behavior through a client according to the pre-movement track; the situation that when the scenic spot management personnel arrive at the alarm position after obtaining the ticket evasion behavior alarm for a period of time, the ticket evasion tourist leaves the alarm position point when the alarm is given is reduced.
In one embodiment, the ticket evasion identification module is also used for managing the tourists to visit areas; judging whether the tourist deviates from the open area according to the tourist position of the tourist;
if the tourist deviates from the open area, reporting the position information of the tourist;
and informing the nearest scenic spot manager to the position according to the position information of the tourist.
In some dangerous undeveloped areas, because the scenic areas are too large, scenic area managers cannot well monitor whether the unmanned areas are intruded, and therefore the ticket-evading identification module can also monitor the behavior of the tourists, so that the situation that the tourists intrude into the unmanned areas, the undeveloped areas or the areas where the tourists are prohibited from entering is reduced, the purpose of timely monitoring is achieved, and irreparable loss caused by the fact that the tourists mistakenly intrude into the unmanned areas, the undeveloped areas or the areas where the tourists are prohibited from entering is reduced.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (7)
1. An intelligent scenic spot management system, comprising: a ticket management module, a ticket checking module and a system management module,
the ticket management module is used for counting and managing ticket information in scenic spots,
the ticket checking module is used for counting and managing the park entering information of the tourists;
the system management module is used for managing or distributing the ticket management module and the ticket checking module;
further comprising: the ticket evasion recognition module is used for carrying out face recognition on tourists in the scenic spot;
comparing the face recognition information with the real population information to obtain the tourists corresponding to the face recognition information;
judging whether the tourist escapes according to the ticket buying information of the tourist; if the ticket is escaped, reporting the position information of the tourist;
informing a scenic spot manager closest to the position according to the position information of the ticket-evading tourist;
the ticket-evading identification module is used for carrying out face identification on the tourists in the scenic spot, acquiring a plurality of position point information of the tourists according to the face identification information, generating track information from the plurality of position point information, and judging whether the tourists have ticket-evading behaviors or not according to the track information; according to the obtained track information and ticket buying information, carrying out validity judgment on the ticket evading behavior of the tourist; judging whether the tourist has ticket evasion behavior according to the effectiveness; if the ticket evasion behavior exists, reporting the position information of the tourist;
the validity judgment includes: extracting the characteristics of the track information and the ticket purchasing information, and designing a scale weight function; searching the weight with the same scale of the track information and the ticket purchasing information; obtaining the effectiveness of the ticket evasion behavior of the tourist according to the searching result;
the design scale weight function comprises: the scale weight values comprise 1-1 + N, and the weight value of the (N + 1) th scale is larger than the sum of the weight values of other N-1 scales, so that whether the basic scale weight values of the scale weight function are similar is a dominant status value in the judgment of the similarity of all sequences; and determining a similarity weight interval;
the same scale weight of the searched track information and the ticket buying information is calculated according to the following steps:
setting an array with the length of n, wherein the array is marked as z1 and is used for recording whether an element on the ith scale of the track information A1 is an element on the scale corresponding to the ticket purchasing information A2; and whether the sum of the element on the j-th scale of the ticket buying information A2 and the element on the scale corresponding to the recorded track information A1 is smaller than theta, namely, whether the main information of the track information A1 and the ticket buying information A2 in the same time period is the same or not is compared, if the main information is the same, z1(i) is 1, otherwise, z1(i) is 0;
looking up the scale value of 1 in z1, finding a scale weight value of 1 from the scale weight function, and overlapping the scale weight value, wherein the overlapped value is the similarity weight value of the track information A1 and the ticket purchasing information A2; if the similarity exists, determining the behavior of ticket evasion, otherwise, determining the behavior of non-ticket evasion;
the similarity weight K is calculated by the following formula (1):
wherein m is the basic weight of the scale weight.
2. The intelligent scenic spot management system as claimed in claim 1, wherein the ticket management module includes: a ticket selling role management module, a scenic spot basic information management module, a customer relationship management module and a ticket counting module,
the ticket role management module is used for managing the authorization authority of scenic spot management personnel;
the scenic spot basic information management module is used for managing basic information of scenic spots;
the customer relationship management module is used for classifying and managing the types of the customers in the scenic spot;
the entrance ticket counting module is used for verifying and canceling entrance ticket information of the scenic spot.
3. The intelligent scenic spot management system as claimed in claim 2, wherein the authorization authority includes: inquiring ticket authority, deleting ticket authority, adding ticket authority and modifying ticket authority;
the client types include: agreement policy clients, group clients, and tour guide clients;
the entrance ticket information of the scenic spot comprises: the system comprises entrance ticket stock information, entrance ticket drawing information, entrance ticket refunding information, and ticket seller warehouse increase and refund information.
4. The intelligent scenic spot management system as claimed in claim 2,
the scenic spot basic information management module comprises: the system comprises a sub-sight-spot management module, a garden door management module, a ticket type management module, a ticket checking channel management module and a payment mode management module;
the sub-scenic spot management module is used for managing or dividing a plurality of sub-scenic spots divided in the scenic spot;
the garden door management module is used for managing the opening and closing of a plurality of garden doors in the scenic spot;
the ticket type management module is used for managing the types of tickets;
the ticket checking channel management module is used for managing the opening and closing of the ticket checking and the ticket checking channel;
the payment mode management module is used for managing the payment mode of the user.
5. The intelligent scenic spot management system as claimed in claim 1, wherein the ticket checking module comprises: a user terminal and a management terminal, wherein the user terminal is used for storing ticket information of tourists,
the management end is used for being connected with the system management module, reading the ticket information of the tourist through the system management module, and managing the passing of the tourist according to the read ticket information of the tourist.
6. The intelligent scenic spot management system as claimed in claim 1, wherein the ticket evasion identification module is used for storing the personal information of the ticket evasion tourist and the ticket evasion information, the ticket evasion information includes the number of times of ticket evasion and the time of ticket evasion;
further comprising: counting ticket evasion information of the ticket evasion tourists, obtaining a personal credit value of the tourists according to the counting of the ticket evasion information, and prestoring according to the personal credit value of the tourists; when a plurality of tourists are located in the same area, simultaneously carrying out face recognition on the plurality of tourists, obtaining the personal credit value of each tourist according to face recognition information, sequencing the personal credit values, obtaining the tourist with the lowest personal credit value in the plurality of tourists, and carrying out priority judgment on the tourist with the lowest personal credit value.
7. The intelligent scenic spot management system as claimed in claim 1, wherein the fare evasion identification module is further configured to manage a tourist's visiting area; judging whether the tourist deviates from the open area according to the tourist position of the tourist;
if the tourist deviates from the open area, reporting the position information of the tourist;
and informing the nearest scenic spot manager to the position according to the position information of the tourist.
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| CN113570325B (en) * | 2021-06-09 | 2023-11-28 | 湖南中惠旅智能科技有限责任公司 | Intelligent scenic spot data processing method and system |
| CN114862127B (en) * | 2022-04-13 | 2023-05-02 | 深圳市鸿普森科技股份有限公司 | Visual management system for big data of intelligent park |
| CN115294530B (en) * | 2022-08-18 | 2023-04-07 | 北京拙河科技有限公司 | Intelligent scenic spot flow monitoring method and system |
| CN115170211A (en) * | 2022-09-07 | 2022-10-11 | 浙江省邮电工程建设有限公司 | Intelligent expense accounting method and system for intelligent small town scenic spot |
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