Activity recommendation method, system, device and medium

Abstract

The application discloses a kind of activity recommendation method, system, equipment and medium.Activity recommendation method includes: according to the navigation path and destination of vehicle, obtain multiple interest points;Search the theme activity associated with at least one interest point in the multiple interest points, and push the theme activity to the vehicle, wherein the theme activity is created and published by initiator in advance;In response to the activity participation request input by the vehicle, activity participation feasibility evaluation is carried out;After evaluating the theme activity is feasible, provide activity participation service for the vehicle.Using the embodiment of the application, when self-driving travel, users do not need to find relevant activities by themselves, but can automatically recommend suitable self-driving theme activities for users according to user settings, save time and effort, and seamlessly link users to suitable self-driving activities, improving the self-driving experience.

Description

Technical Field

[0001] This application relates to the field of vehicle technology, and more particularly to an activity recommendation method, system, device, and medium. Background Technology

[0002] Drive-in cinemas are an activity in the automotive era. With limited options near pristine tourist attractions, the unique advantages of new energy vehicle cabins make them a viable option for some activities (such as drive-in cinema events). They offer flexible and comfortable viewing experiences, as well as privacy. Many car owners drive to self-planned destinations for travel and to experience outdoor drive-in cinema events.

[0003] With the increasing popularity and frequency of self-driving tours, some commercial organizations also organize self-driving tour activities. However, users need to spend a lot of time searching for self-driving tour activities based on their own needs, which is time-consuming and laborious, affecting the travel experience. Summary of the Invention

[0004] Therefore, it is necessary to provide an activity recommendation method, system, device, and medium to address the aforementioned technical issues. This method would eliminate the need for users to manually search for relevant activities during their road trips. Instead, it would automatically recommend suitable road trip themed activities based on the user's navigation settings, saving time and effort while safely and seamlessly connecting users to appropriate road trip activities and enhancing their road trip experience.

[0005] Firstly, an activity recommendation method is provided, including:

[0006] Based on the vehicle's navigation route and destination, multiple points of interest are obtained;

[0007] Search for topical activities associated with at least one of the plurality of points of interest, and push the topical activities to the vehicle, wherein the topical activities are pre-created and published by the initiator;

[0008] In response to the activity participation request input by the vehicle, a feasibility assessment of activity participation is performed;

[0009] After assessing the feasibility of the aforementioned themed activity, the vehicle is provided with activity participation services.

[0010] In some examples, before searching for topical activities associated with at least one of the plurality of points of interest and pushing the topical activities to the vehicle, the method further includes:

[0011] Receive a topic activity creation request input from the initiator, wherein the creation request includes topic activity information, and the topic activity information includes at least points of interest that form an association;

[0012] A feasibility assessment of the proposed themed activities will be conducted.

[0013] After assessing the feasibility of the created themed activity, the themed activity is published.

[0014] In some examples, multiple points of interest are obtained based on the vehicle's navigation path and destination, including:

[0015] Obtain the navigation path and the reachability of the destination for the vehicle;

[0016] Multiple points of interest within the reachable range are obtained.

[0017] In some examples, the process of responding to the activity participation request input by the vehicle and performing an activity participation feasibility assessment includes:

[0018] Receive activity participation requests from vehicles;

[0019] Based on the vehicle's navigation route, remaining battery power, and weather conditions, assess whether the vehicle meets the requirements for participation in the activity.

[0020] In some examples, providing activity participation services to the vehicle after assessing the feasibility of the themed activity includes:

[0021] Confirm whether the vehicle is participating in the aforementioned themed event;

[0022] If so, the vehicle is provided with the theme activity information of the theme activity, and a navigation path is provided to the vehicle to reach the location of the theme activity.

[0023] In some examples, the process of a vehicle participating in the themed activity further includes: maintaining a feasibility assessment for the vehicle's participation in the activity, wherein providing the feasibility assessment for the vehicle's participation in the activity includes:

[0024] Monitor weather conditions and notify vehicles of them;

[0025] The system identifies charging stations near the location of the themed event and determines whether the vehicle's remaining battery power is sufficient to reach the charging station. If the remaining battery power is insufficient, the system sends a reminder to the vehicle.

[0026] In some examples, the participation of vehicles in the themed activities also includes:

[0027] Enable the stranger security feature for the vehicle to provide an alert when a stranger approaches the vehicle.

[0028] Secondly, an activity recommendation system is provided, including:

[0029] The acquisition module is used to obtain multiple points of interest based on the vehicle's navigation path and destination;

[0030] The search module is used to search for topic activities associated with at least one of the plurality of points of interest, and push the topic activities to the vehicle, wherein the topic activities are pre-created and published by the initiator;

[0031] The recommendation module is used to respond to the activity participation request input by the vehicle, perform an activity participation feasibility assessment, and provide activity participation services to the vehicle after assessing the feasibility of the theme activity.

[0032] Thirdly, a computer device is provided, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, it implements the activity recommendation method according to the first aspect described above.

[0033] Fourthly, a computer-readable storage medium is provided having a computer program stored thereon, which, when executed by a processor, implements the activity recommendation method according to the first aspect described above.

[0034] Using embodiments of this application, multiple points of interest (POIs) are obtained based on the vehicle's navigation path and destination. Thematic activities associated with these POIs are searched and pushed to the vehicle. Then, in response to the vehicle's input request to participate in an activity, a feasibility assessment is performed. If the thematic activity is deemed feasible, the vehicle is provided with the activity participation service. This eliminates the need for users to manually search for relevant activities during their road trips; suitable themed road trip activities are automatically recommended based on the user's navigation settings. This saves time and effort, and safely and seamlessly links users to suitable road trip activities, enhancing the road trip experience. Attached Figure Description

[0035] Other features, objects, and advantages of this application will become more apparent from the following detailed description of non-limiting embodiments with reference to the accompanying drawings:

[0036] Figure 1 A flowchart of the activity recommendation method provided in the embodiments of this application;

[0037] Figure 2 This is a schematic diagram illustrating the implementation process of the activity recommendation method provided in the embodiments of this application;

[0038] Figure 3 A schematic diagram illustrating the maximum drivable range of a vehicle in the activity recommendation method provided in this application embodiment;

[0039] Figure 4 A structural block diagram of the activity recommendation system provided in the embodiments of this application;

[0040] Figure 5 This is a structural block diagram of a computer device provided in an embodiment of this application. Detailed Implementation

[0041] The present application will now be described in further detail with reference to the embodiments and accompanying drawings. It should be understood that the specific embodiments described herein are for illustrative purposes only and are not intended to limit the application. Furthermore, it should be noted that, for ease of description, only the parts relevant to the application are shown in the accompanying drawings.

[0042] It should be noted that, unless otherwise specified, the embodiments and features of the embodiments in this application can be combined with each other. This application will now be described in detail with reference to the accompanying drawings and embodiments.

[0043] The following describes in detail, with reference to the accompanying drawings, the activity recommendation methods, systems, devices, and media according to embodiments of this application.

[0044] The implementation environment of this application embodiment can be achieved by a computing device, such as a computer or terminal, obtaining multiple points of interest (POIs) based on the vehicle's navigation path and destination; searching for topical activities associated with at least one of the multiple POIs and pushing the topical activities to the vehicle, wherein the topical activities are pre-created and published by the initiator; responding to the activity participation request input by the vehicle and performing an activity participation feasibility assessment; and providing activity participation services to the vehicle after assessing the feasibility of the topical activities.

[0045] Alternatively, this can be implemented by a server. For example, a vehicle, smart terminal, or computing device (such as a computer) sends a request to the server. The server obtains multiple points of interest (POIs) based on the vehicle's navigation path and destination; searches for themed activities associated with at least one of the POIs; and pushes the themed activities to the vehicle. These themed activities are pre-created and published by the initiator. The server responds to the vehicle's request to participate in the activity and performs a feasibility assessment. After assessing the feasibility of the themed activity, the server provides the vehicle with the activity participation service.

[0046] The server can be a standalone physical server, a server cluster or distributed system consisting of multiple physical servers, or a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, content delivery networks (CDN), and big data and artificial intelligence platforms.

[0047] Figure 1 This is a flowchart of an activity recommendation method according to an embodiment of this application. Figure 1 As shown, an activity recommendation method according to one embodiment of this application includes the following steps:

[0048] S101: Obtain multiple points of interest based on the vehicle's navigation route and destination.

[0049] In one embodiment of this application, multiple points of interest are obtained based on the vehicle's navigation path and destination, including: obtaining the reachability range of the vehicle's navigation path and destination; and obtaining multiple points of interest within the reachability range.

[0050] Points of Interest (POIs) represent specific geographical locations or landmarks, such as restaurants, museums, shops, parks, and schools. Each POI contains basic information such as name, category, longitude, and latitude. Collecting POIs is a complex process involving cartographers using sophisticated instruments to obtain the coordinates of the points of interest and mark them on a map. In map applications, POIs help users find places or services of interest, such as restaurants or attractions. This information allows users to more easily plan routes and obtain detailed information about surrounding facilities.

[0051] In one specific implementation, multiple points of interest can be obtained by a cloud server based on the vehicle's navigation path and destination. That is, the cloud server calculates POIs near the navigation path and destination based on the vehicle's navigation path and destination.

[0052] S102: Search for topical activities associated with at least one of a plurality of points of interest, and push the topical activities to the vehicle, wherein the topical activities are pre-created and published by the initiator.

[0053] It is understood that the themed activity is pre-created and published by the initiator. After publication, the activity can be searched based on points of interest, etc. Specifically, before searching for themed activities associated with at least one of multiple points of interest and pushing the themed activity to the vehicle, the process includes: receiving a themed activity creation request input by the initiator, wherein the creation request includes themed activity information, and the themed activity information includes at least the points of interest that form the association; conducting a feasibility assessment of the created themed activity; and publishing the themed activity after assessing its feasibility.

[0054] The initiator can be an individual or a business organization. For example, an individual or business organization can create a themed event through the corresponding interface, setting the event's theme, registration fee, itinerary, and associated Points of Interest (POIs). After submitting the event and verifying its security and reliability, the event can be published.

[0055] The assessment of the feasibility of establishing an activity includes, but is not limited to, assessing whether the initiator is a legitimate entity and whether the activity itself is compliant and legal. This serves as a review process to prevent the arbitrary establishment of non-compliant or illegal activities.

[0056] As a concrete example, taking a commercial organization as an example, when a commercial organization creates an event, it fills in the basic information of the event (such as theme, date, registration fee, and itinerary), and submits the event information to trigger a feasibility assessment for the event. After the feasibility assessment is successful, popular POIs within the scope of the event are circled, and the initiator associates the POIs with the event, thereby completing the event creation and publishing.

[0057] After the initiator publishes an activity, they can search for themed activities associated with at least one of multiple Points of Interest (POIs) and push these themed activities to the vehicle. For example, the reachability of the user's (vehicle's) navigation path overlaps with the activity's reachability; that is, when a POI within the reachability of the user's (vehicle's) navigation path overlaps with a POI associated with the published activity, activity recommendation is triggered. In other words, when the user's navigation path and destination cover a POI associated with the activity, the POI-related themed activity is pushed to the user (vehicle).

[0058] S103: In response to the activity participation request input by the vehicle, perform an activity participation feasibility assessment.

[0059] In one embodiment of this application, responding to an activity participation request input by the vehicle and performing an activity participation feasibility assessment includes: receiving an activity participation request input by the vehicle; and assessing whether the vehicle meets the activity participation conditions based on the vehicle's navigation route, remaining battery power, and weather conditions.

[0060] Specifically, an interface for registering for the activity can pop up on the vehicle's display screen. After the user clicks to register, the system assesses whether participation in the activity is safe and reliable, for example, by checking if there are charging stations nearby and if there is severe weather. For instance, if there are charging stations nearby and the weather conditions are good, then the activity is deemed safe and reliable, meaning the vehicle meets the conditions for participation, and the assessment result indicates that the activity is feasible.

[0061] S104: After assessing the feasibility of the themed activity, provide the vehicle with activity participation services.

[0062] In one embodiment of this application, after assessing the feasibility of the themed activity, providing the vehicle with activity participation services includes: confirming whether the vehicle is participating in the themed activity; if so, providing the vehicle with the themed activity information and a navigation path to the location of the themed activity. For example, after a user pays the activity fee and becomes eligible to participate, the system provides the vehicle with a navigation path to the activity venue and sends relevant activity information to the user.

[0063] The participation of vehicles in the themed activities also includes: maintaining and providing feasibility assessments for the vehicles' participation in the activities, that is: continuously providing feasibility assessments for the vehicles' participation in the activities.

[0064] Sometimes, at the beginning of an activity, the weather and the vehicle's remaining battery power may meet the requirements for participation. However, during the activity, the weather may change, or the vehicle's remaining battery power may be depleted, for example, if it is about to rain. In such cases, participants need to be notified in a timely manner. Therefore, during the vehicle's participation in the themed activity, a feasibility assessment of the activity can be continuously conducted so that participants can respond promptly.

[0065] In this example, to provide a feasibility assessment for vehicle participation in an event, the process includes: monitoring weather conditions and notifying the vehicle of the weather conditions; obtaining charging stations near the location of the themed event and determining whether the vehicle's remaining battery power is sufficient for the vehicle to reach the charging station; and sending a reminder to the vehicle if the remaining battery power is insufficient to reach the charging station.

[0066] Of course, the stranger security function can also be activated on the vehicle during the themed event to provide an alert when a stranger approaches the vehicle, thereby improving the safety and reliability of the event.

[0067] Combination Figure 2 As shown, during the activity, the cloud server provides activity protection services, monitoring the vehicle's remaining battery power and weather conditions in real time. It also provides security measures against strangers approaching the vehicle and alerts the police, ensuring the user's safe participation in the activity.

[0068] Specifically, themed events such as drive-in movie screenings are ongoing processes that require real-time monitoring of the vehicle's status to ensure safety throughout the event. In the embodiments of this application, the system continuously assesses the vehicle's current location based on weather conditions and determines whether the vehicle can reach the nearest charging station based on its remaining battery power. The monitoring methods are as follows:

[0069] The real-time weather forecast app interface determines weather conditions and can remind users to take precautions in advance via phone or SMS when severe weather such as heavy rain is expected.

[0070] The system invokes navigation to search for nearby charging stations. After finding the nearest station, it determines whether the vehicle's remaining battery power is sufficient to reach it. If the vehicle is about to be unable to reach the charging station (e.g., if the remaining battery power is multiplied by 70% and the vehicle cannot reach the station), the system will issue a reminder to the user. Figure 3 As shown, the range on map interface can be called to obtain the area on the map within which the vehicle can travel even when the battery is depleted. It then checks if there are charging stations within that range; if not, it prompts the user to charge the vehicle as soon as possible. When features such as stranger security are enabled, an alarm can be triggered when a stranger approaches the vehicle. This ensures the safety and reliability of the entire activity participation process.

[0071] According to the activity recommendation method of this application embodiment, multiple points of interest are obtained based on the vehicle's navigation path and destination. Thematic activities associated with these points of interest are searched, and these activities are pushed to the vehicle. Then, in response to the vehicle's input request to participate in an activity, a feasibility assessment is performed. If the thematic activity is deemed feasible, the activity participation service is provided to the vehicle. This eliminates the need for users to manually search for relevant activities during their road trips; suitable road trip thematic activities are automatically recommended based on the user's navigation settings. This saves time and effort, and safely and seamlessly links users to suitable road trip activities, enhancing the road trip experience.

[0072] Figure 4 This is a structural block diagram of an activity recommendation system according to an embodiment of this application. Figure 4 As shown, an activity recommendation system according to an embodiment of this application includes: an acquisition module 410, a search module 420, and a recommendation module 430, wherein:

[0073] The acquisition module 410 is used to obtain multiple points of interest based on the vehicle's navigation path and destination;

[0074] Search module 420 is used to search for topic activities associated with at least one of the plurality of points of interest, and push the topic activities to the vehicle, wherein the topic activities are pre-created and published by the initiator;

[0075] The recommendation module 430 is used to respond to the activity participation request input by the vehicle, perform an activity participation feasibility assessment, and provide activity participation services to the vehicle after assessing the feasibility of the theme activity.

[0076] According to the activity recommendation system of this application embodiment, multiple points of interest are obtained based on the vehicle's navigation path and destination. The system then searches for themed activities associated with these points of interest and pushes these activities to the vehicle. In response to the vehicle's input request to participate in an activity, the system performs a feasibility assessment. Once the feasibility assessment is confirmed, the system provides the vehicle with the activity participation service. This eliminates the need for users to manually search for relevant activities during their road trips; it automatically recommends suitable themed road trip activities based on the user's navigation settings. This saves time and effort, and safely and seamlessly links users to appropriate road trip activities, enhancing the road trip experience.

[0077] For specific limitations regarding the activity recommendation system, please refer to the limitations on the activity recommendation method above, which will not be repeated here. Each module of the aforementioned activity recommendation system can be implemented entirely or partially through software, hardware, or a combination thereof. These modules can be embedded in or independent of the processor in a computer device, or stored in the computer device's memory in software form, so that the processor can call and execute the corresponding operations of each module.

[0078] The following is for reference. Figure 5 , Figure 5 A schematic diagram of a computer device structure suitable for implementing embodiments of this application is shown.

[0079] like Figure 5 As shown, the computer system includes a central processing unit (CPU) 1001, which can perform various appropriate actions and processes based on programs stored in read-only memory (ROM) 1002 or programs loaded from storage section 1008 into random access memory (RAM) 1003. RAM 1003 also stores various programs and data required for the system's operating instructions. CPU 1001, ROM 1002, and RAM 1003 are interconnected via bus 1004. Input / output (I / O) interface 1005 is also connected to bus 1004.

[0080] The following components are connected to I / O interface 1005: an input section 1006 including a keyboard, mouse, etc.; an output section 1007 including a cathode ray tube (CRT), liquid crystal display (LCD), etc., and speakers, etc.; a storage section 1008 including a hard disk, etc.; and a communication section 1009 including a network interface card such as a LAN card, modem, etc. The communication section 1009 performs communication processing via a network such as the Internet. A drive 1010 is also connected to I / O interface 1005 as needed. A removable medium 1011, such as a disk, optical disk, magneto-optical disk, semiconductor memory, etc., is installed on drive 1010 as needed so that computer programs read from it can be installed into storage section 1008 as needed.

[0081] Specifically, according to embodiments of this application, the flowchart above refers to... Figure 1 The described process can be implemented as a computer-readable storage medium. For example, embodiments of this application include a computer-readable storage medium comprising a computer program containing program code for performing the methods shown in the flowchart, such as performing: obtaining multiple points of interest based on the vehicle's navigation path and destination;

[0082] Search for topical activities associated with at least one of the plurality of points of interest, and push the topical activities to the vehicle, wherein the topical activities are pre-created and published by the initiator;

[0083] In response to the activity participation request input by the vehicle, a feasibility assessment of activity participation is performed;

[0084] After assessing the feasibility of the aforementioned themed activity, the vehicle is provided with activity participation services.

[0085] Specifically, according to embodiments of this application, the flowchart above refers to... Figure 1 The described process can be implemented as a computer software program. For example, embodiments of this application include a computer program product comprising a computer program carried on a computer-readable medium, the computer program containing program code for performing the methods shown in the flowchart. For example, executing:

[0086] Based on the vehicle's navigation route and destination, multiple points of interest are obtained;

[0087] Search for topical activities associated with at least one of the plurality of points of interest, and push the topical activities to the vehicle, wherein the topical activities are pre-created and published by the initiator;

[0088] In response to the activity participation request input by the vehicle, a feasibility assessment of activity participation is performed;

[0089] After assessing the feasibility of the aforementioned themed activity, the vehicle is provided with activity participation services.

[0090] In such an embodiment, the computer program includes program code for performing the methods shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network via communication section 1009, and / or installed from removable media 1011. When the computer program is executed by central processing unit (CPU) 1001, it performs the functions defined in the system of this application.

[0091] It should be noted that the computer-readable medium shown in this application can be a computer-readable signal medium or a computer-readable storage medium, or any combination of the two. A computer-readable storage medium can be, for example,—but not limited to—an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples of a computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer disk, a hard disk, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), optical storage device, magnetic storage device, or any suitable combination thereof. In this application, a computer-readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, apparatus, or device. In this application, a computer-readable signal medium can include a data signal propagated in baseband or as part of a carrier wave, carrying computer-readable program code. Such propagated data signals can take various forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination thereof. Computer-readable signal media can also be any computer-readable medium other than computer-readable storage media, which can send, propagate, or transmit a program for use by or in connection with an instruction execution system, apparatus, or device. The program code contained on the computer-readable medium can be transmitted using any suitable medium, including but not limited to: wireless, wire, optical fiber, RF, etc., or any suitable combination thereof.

[0092] The flowcharts and block diagrams in the accompanying drawings illustrate the architecture, functionality, and operational instructions of possible implementations of systems, methods, and computer program products according to various embodiments of this application. In this regard, each block in a flowchart or block diagram may represent a module, segment, or portion of code containing one or more executable instructions for implementing a specified logical function. It should also be noted that in some alternative implementations, the functions indicated in the blocks may occur in a different order than those indicated in the drawings. For example, two connected blocks may actually be executed substantially in parallel, or they may sometimes be executed in reverse order, depending on the functions involved. It should also be noted that each block in the block diagrams and / or flowcharts, and combinations of blocks in the block diagrams and / or flowcharts, can be implemented using a dedicated hardware-based system that performs the specified functions or operational instructions, or using a combination of dedicated hardware and computer instructions.

[0093] The units or modules described in the embodiments of this application can be implemented in software or hardware. The described units or modules can also be located in a processor. The names of these units or modules do not, in certain circumstances, constitute a limitation on the unit or module itself.

[0094] The technical features of the above embodiments can be combined in any way. For the sake of brevity, not all possible combinations of the technical features in the above embodiments are 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.

[0095] The above embodiments merely illustrate several implementation methods of this application, and while the descriptions are relatively specific and detailed, they should not be construed as limiting the scope of the patent application. It should be noted that those skilled in the art can make various modifications and improvements without departing from the concept of this application, and these all fall within the protection scope of this application. Therefore, the protection scope of this patent application should be determined by the appended claims.

Claims

1. An activity recommendation method, characterized in that, include: Based on the vehicle's navigation path and destination, the reachability range of the vehicle's navigation path and destination is obtained, and multiple points of interest within the reachability range are obtained; Search for topic activities associated with at least one of the plurality of points of interest, wherein the topic activity is pre-created and published by the initiator, and the topic activity has been associated with one or more points of interest before publication. When at least one point of interest within the reachable range overlaps with the point of interest associated with the topic activity, the topic activity is pushed to the vehicle. Receive activity participation requests from vehicles; Based on the vehicle's navigation route, remaining battery power, and weather conditions, assess whether the vehicle meets the conditions for participating in the activity; After assessing the feasibility of the aforementioned themed activity, the vehicle is provided with activity participation services.

2. The activity recommendation method according to claim 1, characterized in that, Before searching for topic activities associated with at least one of the plurality of points of interest and pushing the topic activities to the vehicle, the method further includes: Receive a topic activity creation request input from the initiator, wherein the creation request includes topic activity information, and the topic activity information includes at least points of interest that form an association; A feasibility assessment of the proposed themed activities will be conducted. After assessing the feasibility of the created themed activity, the themed activity is published.

3. The activity recommendation method according to claim 1, characterized in that, The provision of activity participation services to the vehicle after assessing the feasibility of the themed activity includes: Confirm whether the vehicle is participating in the aforementioned themed event; If so, the vehicle is provided with the theme activity information of the theme activity, and a navigation path is provided to the vehicle to reach the location of the theme activity.

4. The activity recommendation method according to claim 3, characterized in that, The process of a vehicle participating in the themed activity also includes: maintaining a feasibility assessment for the vehicle's participation in the activity, wherein providing a feasibility assessment for the vehicle's participation in the activity includes: Monitor weather conditions and notify vehicles of them; The system identifies charging stations near the location of the themed event and determines whether the vehicle's remaining battery power is sufficient to reach the charging station. If the remaining battery power is insufficient, the system sends a reminder to the vehicle.

5. The activity recommendation method according to claim 4, characterized in that, The participation of vehicles in the aforementioned themed activities also includes: Enable the stranger security feature for the vehicle to provide an alert when a stranger approaches the vehicle.

6. An activity recommendation system, characterized in that, For implementing the activity recommendation method according to any one of claims 1-5, the system comprises: The acquisition module is used to obtain multiple points of interest based on the vehicle's navigation path and destination; The search module is used to search for topic activities associated with at least one of the plurality of points of interest, and push the topic activities to the vehicle, wherein the topic activities are pre-created and published by the initiator; The recommendation module is used to respond to the activity participation request input by the vehicle, perform an activity participation feasibility assessment, and provide activity participation services to the vehicle after assessing the feasibility of the theme activity.

7. A computer device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that, When the processor executes the program, it implements the activity recommendation method according to any one of claims 1-5.

8. A computationally readable storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by a processor, it implements the activity recommendation method according to any one of claims 1-5.

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