Method, device and equipment for counting international tourists and storage medium
By dealing with the signaling location data of entry users to determine the tourist destination, the problem of incomplete statistics and consumption of large resources in the existing technologies has been solved, and higher statistical accuracy and resource conservation have been achieved.
Patent Information
- Application Number
- CN202411464522.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-18
- Publication Date
- 2025-01-21
AI Technical Summary
In the prior art, the number of international tourists is not accurate and consumes a lot of manpower and material resources.
By obtaining the user information and signaling location data of inbound users, the signaling location data is processed to determine the residence point and residence time of inbound users, determine the tourist destination based on this information, and count the number of international tourists in each tourist destination.
The accuracy and coverage of international tourist statistics have been improved, and the cost of manpower and material resources has been reduced.
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Figure CN119342422A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of tourism, and in particular to a method, device, equipment and storage medium for counting international tourists. Background Art
[0002] With the globalization of the economy and the continuous advancement of transportation and communication technologies, tourism has gradually become one of the fastest-growing and most dynamic industries in the global economy; tourism exchanges between countries are becoming increasingly frequent, and tourist destinations are becoming more and more diverse. This global tourism trend makes it particularly important to count international tourists in order to better understand the scale, structure and development trends of the international tourism market. Counting the number of international tourists can help official departments and relevant institutions evaluate the contribution of tourism to the economy and provide a basis for specifying economic development strategies.
[0003] In the prior art, the methods for counting the number of international tourists are mainly border surveys, tourist surveys, and accommodation surveys. Among them, border surveys are census statistics of inbound and outbound tourists through entry and / or departure cards, visas and passport information. Tourist surveys are sampling survey statistics methods that conduct questionnaires / interviews with tourists to estimate the total number. Accommodation surveys are census statistics that record information on tourists staying in hotels and other tourist accommodation facilities.
[0004] In the existing technology, the number of international tourists is counted through three methods: border survey, tourist survey, and accommodation survey. It is difficult to coordinate data from multiple parties and it is impossible to count completely, which will lead to a large consumption of manpower and material resources, and the statistics of the number of international tourists are inaccurate. Summary of the invention
[0005] The present application provides a method, device, equipment and storage medium for counting international tourists, so as to solve the technical problem that the number of international tourists is not accurate and consumes a lot of manpower and material resources.
[0006] On the one hand, the present application provides a method for counting international tourists, including: obtaining user information and signaling location data of inbound users; processing the signaling location data to obtain the inbound users' stay points and stay times; if the inbound users are new inbound users, taking the inbound users' stay points and stay times as the inbound users' travel destinations; if the inbound users are not new inbound users, determining the inbound users' travel destinations based on the inbound users' stay points and stay times; and obtaining the number of international tourists at each travel destination based on the inbound users' travel destinations.
[0007] In some examples, for new inbound users among inbound users, users with fixed work and residence are removed from the new inbound users; for inbound users who are not new inbound users, users who have not left their permanent residence are determined based on the inbound users' stay points, and users who have not left their permanent residence are removed from users who are not new inbound users.
[0008] In some examples, if the inbound user is not a new inbound user, the inbound user's permanent city is removed from the inbound user's stay points to obtain the inbound user's destination stay point; if the inbound user's stay time at the destination stay point exceeds a first preset value, the destination stay point is determined to be the inbound user's travel destination.
[0009] In some examples, if the destination stay point of the inbound user is located within the area corresponding to any scenic spot, and the stay time of the inbound user at the destination stay point exceeds a second preset value, the scenic spot where the destination stay point is located is determined as the inbound user's travel destination.
[0010] In some examples, the device number, international mobile identification number, calling card number and ID number of each incoming user are obtained based on the operator's data; users corresponding to illegal devices are removed from the incoming users based on the device number and international mobile identification number of the incoming user; for the currently retained inbound users, if the calling card number and ID number of the inbound user correspond one-to-one, the inbound user is retained; if the calling card number and ID number of the inbound user do not correspond one-to-one, a judgment is made based on the moving position of the calling card corresponding to the inbound user, and if the moving positions of multiple calling cards are always consistent, the inbound user is retained, otherwise the inbound user is removed.
[0011] In some examples, if the total time that the inbound user stays in the city is not greater than a third preset value, the inbound user is determined to be a new inbound user; if the total time that the inbound user stays in the city is greater than the third preset value, the inbound user is determined not to be a new inbound user.
[0012] On the other hand, the present application provides a device for counting international tourists, including: an acquisition module, used to obtain user information and signaling location data of inbound users; processing the signaling location data to obtain the inbound user's stay point and stay time; a judgment module, used to, if the inbound user is a new inbound user, use the inbound user's stay point city as the inbound user's travel destination; if the inbound user is not a new inbound user, determine the inbound user's travel destination based on the inbound user's stay point and stay time; a statistical module, used to obtain the number of international tourists in each travel destination based on the travel destination.
[0013] In some examples, the acquisition module is used to: for new inbound users among inbound users, remove users with fixed work and residence from the new inbound users; for inbound users who are not new inbound users, determine the users who have not left their permanent residence based on the inbound users' stay points, and remove the users who have not left their permanent residence from the users who are not new inbound users.
[0014] On the other hand, the present application provides an electronic device, including: a processor, and a memory communicatively connected to the processor; the memory stores computer-executable instructions; the processor executes the computer-executable instructions stored in the memory to implement the above method.
[0015] On the other hand, the present application provides a computer-readable storage medium, in which computer-executable instructions are stored. When the computer-executable instructions are executed by a processor, they are used to implement the above method.
[0016] The present application provides a method, device, equipment and storage medium for counting international tourists. First, the user information and signaling location data of the inbound user are obtained; the signaling location data is processed to obtain the inbound user's residence point and residence time; if the inbound user is a new inbound user, the inbound user's residence point city is used as the inbound user's tourist destination; if the inbound user is not a new inbound user, the inbound user's tourist destination is determined according to the inbound user's residence point and residence time; according to the inbound user's tourist destination, the number of international tourists at each tourist destination is obtained by counting. This solution directly uses the operator's data to count the number of foreign tourists, without the need to coordinate multiple relevant departments to save manpower and material costs, and greatly improves the accuracy and coverage of international tourist statistics. BRIEF DESCRIPTION OF THE DRAWINGS
[0017] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and, together with the description, serve to explain the principles of the present application.
[0018] Figure 1 A flowchart of a method for counting international tourists is shown in FIG.
[0019] Figure 2 A flowchart of a method for counting international tourists is shown in FIG.
[0020] Figure 3 A schematic diagram of a device for counting international tourists is shown as an example;
[0021] Figure 4 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application.
[0022] The above drawings have shown clear embodiments of the present application, which will be described in more detail later. These drawings and text descriptions are not intended to limit the scope of the present application in any way, but to illustrate the concept of the present application to those skilled in the art by referring to specific embodiments. DETAILED DESCRIPTION
[0023] Exemplary embodiments will be described in detail herein, examples of which are shown in the accompanying drawings. When the following description refers to the drawings, the same numbers in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with the present application. Instead, they are merely examples of devices and methods consistent with some aspects of the present application as detailed in the appended claims.
[0024] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant laws, regulations and standards, and provide corresponding operation entrances for users to choose to authorize or refuse.
[0025] In addition, the terms "including" and "having" and any variations thereof are intended to cover but not exclude inclusion, for example, a product or device comprising a series of components is not necessarily limited to those components explicitly listed, but may include other components not explicitly listed or inherent to these products or devices. The term "module" as used in this application refers to any known or later developed hardware, software, firmware, artificial intelligence, fuzzy logic or combination of hardware and / or software code that can perform the functions associated with the element.
[0026] The main methods for counting the number of international tourists are border surveys, visitor surveys, and accommodation surveys. Among them, border surveys are census statistics that record incoming and outgoing tourists through entry and / or departure cards, visas and passport information. Visitor surveys are sampling survey statistics that conduct questionnaires / interviews with tourists to estimate the total number. Accommodation surveys are census statistics that record information on tourists staying in hotels and other tourist accommodation facilities.
[0027] Among the related technologies, the three methods for counting the number of foreign tourists require the sorting and statistics of a large amount of information data, which will increase the workload and lead to a large consumption of manpower and material resources; not only that, the data statistics will be incomplete, resulting in inaccurate and inefficient statistics on the number of international tourists, which has certain limitations.
[0028] The technical solution provided by this application is intended to solve the above technical problems of the prior art. In the embodiment of this application, the user information and signaling location data of the inbound user are first obtained; the signaling location data is processed to obtain the inbound user's residence point and residence time; if the inbound user is a new inbound user, the inbound user's residence point city is used as the inbound user's tourist destination; if the inbound user is not a new inbound user, the inbound user's tourist destination is determined based on the inbound user's residence point and residence time; based on the inbound user's tourist destination, the number of international tourists at each tourist destination is obtained by statistics.
[0029] The technical solution of the present application and how the technical solution of the present application solves the above-mentioned technical problems are described in detail below with specific embodiments. The following specific embodiments can be combined with each other, and the same or similar concepts or processes may not be repeated in some embodiments. The embodiments of the present application will be described below in conjunction with the accompanying drawings.
[0030] Embodiment 1
[0031] Figure 1 A flowchart of a method for counting international tourists is shown in FIG. Figure 1 As shown, the method includes:
[0032] S101, obtaining user information and signaling location data of an inbound user; processing the signaling location data to obtain a residence point and residence time of the inbound user.
[0033] S102, if the inbound user is a new inbound user, the city where the inbound user stays is used as the inbound user's travel destination; if the inbound user is not a new inbound user, the inbound user's travel destination is determined according to the inbound user's stay point and stay time.
[0034] S103, according to the tourist destinations of the inbound users, obtain the number of international tourists in each tourist destination through statistics.
[0035] The signaling location data refers to data composed of location-related signaling information generated when a mobile device interacts with a mobile communication network.
[0036] In combination with actual scenarios, when it is necessary to count the number of foreign tourists at a tourist destination, first obtain the inbound user information corresponding to the compliant device and the signaling location data of the inbound user based on the operator's data, process the signaling location data to obtain the location information of the inbound user's stay point, and obtain the tourist destination based on the stay point location. Finally, combine the tourist destination and inbound user information to count the number of foreign tourists at the tourist destination.
[0037] There is no limit to the method of processing the signaling location data to obtain the dwelling point and dwelling time of the inbound user. For example, a density-based clustering method is used for the signaling location data, and with the help of parameter modeling and inference techniques such as grid search, spatial discrete samples are eliminated, and densely distributed sample sets are identified as clusters to distinguish the user's dwelling point and movement point.
[0038] In some examples, after processing the signaling location data to obtain the dwelling point and dwelling time of the inbound user, the following steps are also included:
[0039] For new inbound users, remove those with fixed work and residence from the new inbound users;
[0040] For users who are not new inbound users among the inbound users, users who have not left their permanent residences are determined based on the inbound users' residence points, and users who have not left their permanent residences are removed from the users who are not new inbound users.
[0041] Among them, fixed work and residence usually refers to a person's relatively fixed place of work and residence. Removing users with fixed work and residence and users who have not left their permanent place of residence for inbound users can reduce the amount of data and avoid data redundancy.
[0042] In some examples, if the inbound user is not a new inbound user, the inbound user's travel destination is determined based on the inbound user's stay point and stay time, including: if the inbound user is not a new inbound user, the inbound user's permanent city is removed from the inbound user's stay point to obtain the inbound user's destination stay point; if the inbound user's stay time at the destination stay point exceeds a first preset value, the destination stay point is determined as the inbound user's travel destination.
[0043] Among them, removing the permanent city of the inbound user from the inbound user's stay point can avoid misjudging the place of daily activities as the tourist destination, thereby more accurately determining the real tourist destination.
[0044] As an example, the first preset value of the method can be set according to demand, and can be set to 6 hours; for example, the staying points for the non-new inbound users are Haidian District, Beijing, and Orange Island, Hunan Province, and the staying time in Orange Island, Hunan Province is 7 hours; the inbound user's permanent residence is Haidian District, Beijing, and the destination is Orange Island, Hunan Province. According to the staying time, it can be known that the inbound user has stayed in Orange Island for more than 6 hours, indicating that Orange Island is the tourist destination of the inbound user.
[0045] In practical applications, in addition to this method to determine the user's tourist destination, it can also be confirmed by combining the scenic spot AOI. In some examples, if the inbound user is not a new inbound user, the inbound user's permanent city is removed from the inbound user's residence point, and after obtaining the inbound user's destination residence point, it also includes: if the inbound user's destination residence point is located within the area corresponding to any scenic spot, and the inbound user's residence time at the destination residence point exceeds the second preset value, then the scenic spot where the destination residence point is located is determined to be the inbound user's tourist destination. Among them, the scenic spot AOI refers to a specific area within the scenic spot with high attention and attraction; by combining the scenic spot AOI to judge the tourist destination, the tourist destination can be determined more accurately, reducing the possibility of misjudgment. The preset value of this method can also be set according to demand, which can be set to 2 hours; for example, the obtained residence point is the Forbidden City, and the residence time of the Forbidden City is 3 hours; the inbound user's residence point falls within the area corresponding to the Forbidden City. According to the residence time, it can be judged that the inbound user has stayed in the Forbidden City for more than 2 hours, indicating that the Forbidden City is the tourist destination of the inbound user.
[0046] In some examples, Figure 2 A flowchart of a method for counting international tourists is shown in FIG. Figure 2 As shown; the inbound user information includes the ID number and the international mobile identification number; before obtaining the user information and signaling location data of the inbound user, it also includes:
[0047] S201, based on the operator’s data, obtain the device number, international mobile identification number, phone card number and ID number of each incoming user.
[0048] S202, removing users corresponding to illegal devices from inbound users based on the device numbers and international mobile identification numbers of inbound users.
[0049] S203, for the currently retained inbound user, if the inbound user's phone card number corresponds to the ID number one-to-one, the inbound user is retained; if the inbound user's phone card number does not correspond to the ID number one-to-one, a judgment is made based on the moving position of the phone card corresponding to the inbound user. If the moving positions of multiple phone cards are always consistent, the inbound user is retained, otherwise the inbound user is removed.
[0050] Among them, the International Mobile Equipment Identity (IMEI) is a unique identification code consisting of 15 digits, which is used to identify the device; IMEI can uniquely identify each mobile device, whether it is a mobile phone, tablet computer or other mobile terminal; specifically, when a user uses a mobile device such as a mobile phone to communicate, the mobile communication network will identify the user's identity through IMSI.
[0051] Remove users corresponding to illegal devices from inbound users. Specifically, we can use the relationship between the device number and the international mobile identification number, whether the phone is frequently changed, whether it is a three-no number, whether it is a privacy number, and other features to build a risk card number identification model; use the risk card number identification model to filter out users corresponding to illegal devices. The purpose of screening and removal is to ensure the purity of the acquired signaling location data. Specifically, electronic fraud cards and wool cards will also be displayed as foreign device numbers. If risks are not eliminated, the acquired data will be inaccurate.
[0052] For the inbound users who are retained after removing the users corresponding to illegal devices from the inbound users, it is necessary to further confirm whether the user has a unique mobile device. The purpose is to avoid duplicate statistics due to the user having multiple mobile devices when counting the number. For example, if the phone card number and the ID number correspond one-to-one, it means that the device that has been eliminated from risks is the user's only mobile device, and the inbound user is retained; if the phone card number and the ID number do not correspond one-to-one, such as the user has two phone card numbers, when the mobile locations of the two phone cards are always the same, it means that the device is the user's only mobile device; then the inbound user is retained, otherwise the inbound user is removed.
[0053] In actual applications, before determining the tourist destination based on the inbound user's residence point and residence time, it is also necessary to determine whether the inbound user is a new inbound user. Specifically, in some examples, if the total residence time of the inbound user in the city is not greater than the third preset value, the inbound user is determined to be a new inbound user; if the total residence time of the inbound user in the city is greater than the third preset value, the inbound user is determined not to be a new inbound user. The third preset value is set according to demand, for example, it can be set to one month; determining whether the inbound user is a new inbound user can facilitate the classification and statistics of the inbound users, so as to obtain the travel purpose through different methods and improve the statistical accuracy of the number of international tourists in each tourist destination.
[0054] The present application provides a method for counting international tourists, first obtaining the user information and signaling location data of inbound users; processing the signaling location data to obtain the inbound user's residence point and residence time; if the inbound user is a new inbound user, the inbound user's residence point city is used as the inbound user's tourist destination; if the inbound user is not a new inbound user, the inbound user's tourist destination is determined based on the inbound user's residence point and residence time; based on the inbound user's tourist destination, the number of international tourists at each tourist destination is obtained by counting. This solution directly uses the operator's data to count the number of foreign tourists, without the need to coordinate multiple relevant departments to save manpower and material costs, and greatly improves the accuracy and coverage of international tourist statistics.
[0055] Embodiment 2
[0056] Figure 3 A schematic diagram of a device for counting international tourists is shown in FIG. Figure 3 As shown, the device comprises:
[0057] The acquisition module 11 is used to acquire the user information and signaling location data of the inbound user; process the signaling location data to obtain the dwelling point and dwelling time of the inbound user;
[0058] The judgment module 12 is used to determine the inbound user's travel destination according to the inbound user's stay point and stay time if the inbound user is a new inbound user; if the inbound user is not a new inbound user, determine the inbound user's travel destination according to the inbound user's stay point and stay time;
[0059] The statistical module 13 is used to obtain the number of international tourists in each tourist destination according to the tourist destination.
[0060] The signaling location data refers to data composed of location-related signaling information generated when a mobile device interacts with a mobile communication network.
[0061] There is no limit to the method of processing the signaling location data to obtain the dwelling point and dwelling time of the inbound user. For example, a density-based clustering method is used for the signaling location data, and with the help of parameter modeling and inference techniques such as grid search, spatial discrete samples are eliminated, and densely distributed sample sets are identified as clusters, thereby distinguishing the user's dwelling point location information and movement point location information.
[0062] In some examples, the acquisition module 11 is used to: for new inbound users among the inbound users, remove users with fixed jobs and residences from the new inbound users;
[0063] For users who are not new inbound users among the inbound users, users who have not left their permanent residences are determined based on the inbound users' residence points, and users who have not left their permanent residences are removed from the users who are not new inbound users.
[0064] Among them, fixed work and residence usually refers to a person's relatively fixed place of work and residence. Removing users with fixed work and residence and users who have not left their permanent place of residence for inbound users can reduce the amount of data and avoid data redundancy.
[0065] The present application provides a device for counting international tourists, which first obtains the user information and signaling location data of inbound users; processes the signaling location data to obtain the inbound user's residence point and residence time; if the inbound user is a new inbound user, the inbound user's residence point city is used as the inbound user's tourist destination; if the inbound user is not a new inbound user, the inbound user's tourist destination is determined based on the inbound user's residence point and residence time; based on the inbound user's tourist destination, the number of international tourists at each tourist destination is obtained by counting. This solution directly uses the operator's data to count the number of foreign tourists, without the need to coordinate multiple relevant departments to save manpower and material costs, and greatly improves the accuracy and coverage of international tourist statistics.
[0066] Embodiment 3
[0067] Figure 4 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application, the electronic device comprising:
[0068] The electronic device includes a processor 491 and a memory 492; it may also include a communication interface 493 and a bus 494. The processor 491, the memory 492, and the communication interface 493 may communicate with each other through the bus 494. The communication interface 493 may be used for information transmission. The processor 491 may call the logic instructions in the memory 492 to execute the method of the above example.
[0069] In addition, the logic instructions in the above-mentioned memory 492 can be implemented in the form of software functional units and can be stored in a computer-readable storage medium when sold or used as an independent product. The memory 492, as a computer-readable storage medium, can be used to store software programs, computer executable programs, such as program instructions / modules corresponding to the methods in the embodiments of the present application. The processor 491 executes functional applications and data processing by running the software programs, instructions, and modules stored in the memory 492, that is, implementing the method in the above-mentioned method example.
[0070] The memory 492 may include a program storage area and a data storage area, wherein the program storage area may store an operating system and an application required for at least one function; the data storage area may store data created according to the use of the terminal device, etc. In addition, the memory 492 may include a high-speed random access memory and may also include a non-volatile memory.
[0071] An embodiment of the present application further provides a computer-readable storage medium, in which computer-executable instructions are stored. When the computer-executable instructions are executed by a processor, they are used to implement the method in any embodiment.
[0072] An embodiment of the present application also provides a computer program product, including a computer program, which implements the method in any embodiment when the computer program is executed by a processor.
[0073] It should be noted that, for the aforementioned method embodiments, for the sake of simplicity, they are all expressed as a series of action combinations, but those skilled in the art should be aware that the present application is not limited by the described order of actions, because according to the present application, certain steps can be performed in other orders or simultaneously. Secondly, those skilled in the art should also be aware that the embodiments described in the specification are all optional embodiments, and the actions and modules involved are not necessarily required by the present application.
[0074] It should be further noted that, although the various steps in the flowchart are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence in the order indicated by the arrows. Unless there is a clear description in this article, the execution of these steps is not strictly limited in order, and these steps can be executed in other orders. Moreover, at least a portion of the steps in the flowchart may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these sub-steps or stages is not necessarily to be carried out in sequence, but can be executed in turn or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
[0075] In the above embodiments, the description of each embodiment has its own emphasis. For parts not described in detail in a certain embodiment, please refer to the relevant description of other embodiments. The technical features of the above embodiments can be combined arbitrarily. In order to make the description concise, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.
[0076] Those skilled in the art will readily appreciate other embodiments of the present application after considering the specification and practicing the invention disclosed herein. The present application is intended to cover any modification, use or adaptation of the present application, which follows the general principles of the present application and includes common knowledge or customary techniques in the art that are not disclosed in the present application. The specification and examples are intended to be exemplary only, and the true scope and spirit of the present application are indicated by the following claims.
[0077] It should be understood that the present application is not limited to the precise structures that have been described above and shown in the drawings, and that various modifications and changes may be made without departing from the scope thereof. The scope of the present application is limited only by the appended claims.
Claims
1. A method for counting international tourists, characterized in that: include: Obtain user information and signaling location data of inbound users; Processing the signaling location data to obtain the dwelling point and dwelling time of the inbound user; If the inbound user is a new inbound user, the city where the inbound user stays is used as the inbound user's travel destination; if the inbound user is not a new inbound user, the inbound user's travel destination is determined according to the inbound user's stay and stay time; According to the tourist destinations of the inbound users, the number of international tourists at each tourist destination is obtained by statistics.
2. The method according to claim 1, characterized in that After the signaling location data is processed to obtain the residence point and residence time of the inbound user, the method further includes: For the newly arrived users among the inbound users, remove the users with fixed work and residence from the newly arrived users; For users who are not new inbound users among the inbound users, users who have not left their permanent residences are determined according to the residence points of the inbound users, and the users who have not left their permanent residences are removed from the users who are not new inbound users.
3. The method according to claim 2, characterized in that If the inbound user is not a new inbound user, determining the inbound user's travel destination according to the inbound user's stay point and stay time includes: If the inbound user is not a new inbound user, the permanent city of the inbound user is removed from the inbound user's staying points to obtain the inbound user's destination staying point; if the inbound user's staying time at the destination staying point exceeds a first preset value, the destination staying point is determined to be the inbound user's travel destination.
4. The method according to claim 3, characterized in that If the inbound user is not a new inbound user, then after removing the inbound user's permanent city from the inbound user's residence point to obtain the inbound user's destination residence point, the method further includes: If the destination stay point of the inbound user is located within the area corresponding to any scenic spot, and the stay time of the inbound user at the destination stay point exceeds a second preset value, the scenic spot where the destination stay point is located is determined as the travel destination of the inbound user.
5. The method according to claim 1, characterized in that The inbound user information includes a certificate number and an international mobile identification number; before obtaining the user information and signaling location data of the inbound user, the method further includes: Based on the operator’s data, obtain the device number, international mobile identification number, phone card number and ID number of each incoming user; According to the device number and international mobile identification number of the incoming user, remove the user corresponding to the illegal device from the incoming users; For the currently retained inbound users, if the inbound user's phone card number and ID number correspond one-to-one, the inbound user will be retained; if the inbound user's phone card number and ID number do not correspond one-to-one, a judgment will be made based on the moving position of the phone card corresponding to the inbound user. If the moving positions of multiple phone cards are always consistent, the inbound user will be retained, otherwise the inbound user will be removed.
6. The method according to any one of claims 1 to 5, characterized in that: include: If the total residence time of the inbound user in the city is not greater than a third preset value, the inbound user is determined to be a new inbound user; If the total residence time of the inbound user in the city is greater than a third preset value, it is determined that the inbound user is not a new inbound user.
7. A device for counting international tourists, characterized in that: include: An acquisition module is used to obtain user information and signaling location data of inbound users; Processing the signaling location data to obtain the dwelling point and dwelling time of the inbound user; A judgment module, for determining the inbound user's stay point city as the inbound user's travel destination if the inbound user is a new inbound user; and for determining the inbound user's travel destination according to the inbound user's stay point and stay time if the inbound user is not a new inbound user; The statistical module is used to obtain the number of international tourists in each tourist destination based on the tourist destination.
8. The device according to claim 7, characterized in that The acquisition module processes the signaling location data to obtain the dwelling point and dwelling time of the inbound user, and then is used to: For the newly arrived users among the inbound users, remove the users with fixed work and residence from the newly arrived users; For users who are not new inbound users among the inbound users, users who have not left their permanent residences are determined according to the residence points of the inbound users, and the users who have not left their permanent residences are removed from the users who are not new inbound users.
9. An electronic device, characterized in that: include: A processor, and a memory communicatively connected to the processor; The memory stores computer-executable instructions; The processor executes the computer-executable instructions stored in the memory to implement the method according to any one of claims 1 to 6.
10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer-executable instructions, which are used to implement the method according to any one of claims 1 to 6 when executed by a processor.