CN113220988A - Information prompting method and device, electronic equipment and computer readable medium - Google Patents
Information prompting method and device, electronic equipment and computer readable medium Download PDFInfo
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- CN113220988A CN113220988A CN202110467255.9A CN202110467255A CN113220988A CN 113220988 A CN113220988 A CN 113220988A CN 202110467255 A CN202110467255 A CN 202110467255A CN 113220988 A CN113220988 A CN 113220988A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/29—Geographical information databases
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/907—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/909—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9537—Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
Abstract
The embodiment of the application discloses an information prompting method, an information prompting device, electronic equipment and a computer readable medium. An embodiment of the method comprises: acquiring behavior data of a target user in real time; detecting a target geographic information point intended by a target user based on the behavior data; when the target user is detected to be located in the preset range of the target geographic information point, first prompt information and service information aiming at the target user are sent to first terminal equipment located at the target geographic information point, the first prompt information is used for indicating that the target user is about to arrive at the target geographic information point, and the service information is used for indicating service matched with the user grade of the target user. By the implementation method, the staff of the geographic information point can provide more targeted service for the user in time, and the pertinence and the practicability of the pushed information are improved.
Description
Technical Field
The embodiment of the application relates to the technical field of computers, in particular to an information prompting method, an information prompting device, electronic equipment and a computer readable medium.
Background
With the development of computer technology, more and more users are used to query a favorite geographic information Point (POI) through a service platform (such as a comment service platform, etc.) and then go to the POI.
In the prior art, staff of a geographic information point can only provide matched services for a user through active notification of the user after the user arrives. If the user does not actively inform, timely and targeted service cannot be provided for the user.
Disclosure of Invention
The embodiment of the application provides an information prompting method, an information prompting device, electronic equipment and a computer readable medium, and aims to solve the technical problem that timely and targeted service cannot be provided for a user in the prior art.
In a first aspect, an embodiment of the present application provides an information prompting method, where the method includes: acquiring behavior data of a target user in real time; detecting a target geographic information point intended by the target user based on the behavior data; when the target user is detected to be located within the preset range of the target geographic information point, sending first prompt information and service information for the target user to first terminal equipment located at the target geographic information point, wherein the first prompt information is used for indicating that the target user is about to arrive at the target geographic information point, and the service information is used for indicating service matched with the user level of the target user.
In a second aspect, an embodiment of the present application provides an information prompting apparatus, including: the acquisition unit is used for acquiring behavior data of a target user in real time; the detection unit is used for detecting a target geographic information point intended by the target user based on the behavior data; the first sending unit is configured to send, when it is detected that the target user is located within the preset range of the target geographic information point, first prompt information and service information for the target user to a first terminal device located at the target geographic information point, where the first prompt information is used to indicate that the target user is about to reach the target geographic information point, and the service information is used to indicate a service that matches with a user level of the target user.
In a third aspect, an embodiment of the present application provides an electronic device, including: one or more processors; storage means having one or more programs stored thereon which, when executed by the one or more processors, cause the one or more processors to carry out the method as described in the first aspect.
In a fourth aspect, embodiments of the present application provide a computer-readable medium on which a computer program is stored, which when executed by a processor, implements the method as described in the first aspect.
According to the information prompting method, the information prompting device, the electronic equipment and the computer readable medium, the behavior data of the target user are obtained in real time, and then the target geographic information point intended by the target user is detected based on the behavior data, so that when the target user is detected to be located within the preset range of the target geographic information point, the first prompting information and the service information aiming at the target user are sent to the first terminal equipment located at the target geographic information point. The first prompt information can be used for indicating that the target user is about to reach the target geographic information point, and the service information can be used for indicating the service matched with the user level of the target user, so that more targeted service can be provided for the user in time, and the pertinence and the practicability of the pushed information are improved.
Drawings
Other features, objects and advantages of the present application will become more apparent upon reading of the following detailed description of non-limiting embodiments thereof, made with reference to the accompanying drawings in which:
FIG. 1 is a flow diagram of one embodiment of an information prompting method according to the present application;
FIG. 2 is a schematic diagram of an application scenario of an information prompting method according to the application;
FIG. 3 is a schematic diagram of an embodiment of an information-presenting device according to the present application;
fig. 4 is a schematic structural diagram of a computer system of an electronic device for implementing an embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to the following drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the relevant invention and not restrictive of the invention. It should be noted that, for convenience of description, only the portions related to the related invention are shown in the drawings.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
Referring to fig. 1, a flow 100 of an embodiment of an information prompting method according to the application is shown. The information prompting method comprises the following steps:
In this embodiment, an execution subject (e.g., an electronic device such as a server) of the information prompting method may obtain behavior data of a target user in real time. The target user may be any user registered with a target service platform (e.g., a comment service platform, an order service platform, etc.). The behavior data of the target user may include, but is not limited to, at least one of the following generated by the user during the use of the terminal device: click behavior data, search behavior data, etc., information browsing behavior data, route query behavior data, etc.
And 102, detecting a target geographic information point intended by the target user based on the behavior data.
In this embodiment, the execution subject may detect a target geographic information point to which the target user intends to go, based on the acquired behavior data. It can be understood that the behavior data of the user may indicate operations that the user performs successively, and if the user browses a certain geographic information point first and then inquires a route to the geographic information, the user may be considered to have an intention to go to the geographic information point, so that the geographic information point may be used as a target geographic information point that the target user intends to go to. Here, a Point of Interest (POI) may also be referred to as a Point of Interest, such as a restaurant, a store, a mall, an amusement park, and the like.
In some optional implementation manners of this embodiment, the execution main body may obtain information browsing behavior data and route query behavior data of the target user in the target application in real time. The target application may be installed on a terminal device used by the target user. The target application can be a client application (such as a comment client application, an order client application, and the like) maintained by the target service platform, and can provide multiple services such as an information query service, a route query service, and the like of the geographic information point. The execution main body can detect whether the target is that the user conducts information browsing and route query on the same geographic information point in sequence or not based on the information browsing behavior data and the route query behavior data. When it is detected that the target user successively performs information browsing and route query on the same geographic information point based on the information browsing behavior data and the route query behavior data, the same geographic information point can be determined as the target geographic information point.
In some optional implementation manners of this embodiment, when the target application cannot provide the route query service for the geographic information point, the execution subject may obtain, in real time, information browsing behavior data of the target user in the target application and route query behavior data of the target user in the map application. The target application and the map application can be installed on the terminal equipment used by the target user. The execution main body can detect whether the target carries out information browsing and route query on the same geographic information point in sequence or not based on the acquired information browsing behavior data and the acquired route query behavior data. When it is detected that the target user successively performs information browsing and route query on the same geographic information point based on the information browsing behavior data and the route query behavior data, the same geographic information point can be determined as the target geographic information point.
In some optional implementation manners of this embodiment, after detecting a target geographic information point that a target user intends to go to, the execution main body may further use a time of detecting the target geographic information point as a start time of the target user going to the target geographic information point, and then determine an estimated arrival time based on a map route time from a current location of the target user to the target geographic information point (i.e., a time required for querying a route from the current location of the target user to the target geographic information point through an electronic map) and the start time. Here, the estimated arrival time can be obtained by accumulating the start time and the map route time. Then, the executing body may adopt a conventional positioning manner to position the location of the target user in real time, so as to detect whether the location of the target user reaches the target geographic information point. When it is detected that the target user reaches the target geographic information, the actual arrival time of the target user may be obtained. Finally, the accuracy of the intent detection may be determined based on the estimated time of arrival and the actual time of arrival. By determining the accuracy of the intention detection, the intention detection method for the target user can be adjusted in real time, so that the intention detection method can be more and more accurate.
In this embodiment, when it is detected that the target user is located within a preset range of the target geographic information point (e.g., located in the same building, having a straight-line distance less than or equal to 500 meters from the target geographic information point, having a navigation distance less than or equal to 1 kilometer from the target geographic information point, etc.), the first prompt information and the service information for the target user are sent to a terminal device located at the target geographic information point (the terminal device used for distinguishing the users is referred to as a first terminal device).
The first prompt message may be used to indicate that the target user is about to reach the target geographic information point. The service information for the target user may be used to indicate a service matching the user class of the target user. Here, the user rank may be pre-divided according to needs, such as dividing into important users, common users, and the like, and is not limited specifically here. Services herein may include, but are not limited to, at least one of: discounts that the target user may enjoy, activities that the target user may participate in, etc. Therefore, the service for the target user can be known in advance by the staff of the geographic information point without active notification of the user, so that the matched service can be provided for the target user after the target user arrives, and the pushed information has higher pertinence and practicability.
It should be noted that, in addition to sending the first prompt message and the service message to the first terminal device located at the target geographic information point, the executing entity may also send other messages to the executing entity. For example, recommendation information related to the target user may also be sent.
As an example, a user portrait or preference information (which are all acquired after permission of the user) of the target user may be acquired after the target geographic information point to which the target user intends to go is detected, or when the target user is detected to be within a preset range of the target geographic information point. The executive may then analyze the retrieved user representation or preference information to determine user preferences or content of possible interest, such as target items, target dishes, target items or target services, from the items available at the target geographic information point. Accordingly, the related information of the target object, the target dish, the target item or the target service can be pushed to the first terminal device. Therefore, the targeted service can be further provided for the user conveniently, and the decision time for the user to select the articles, dishes, projects or services can be saved.
In some optional implementations of the embodiment, the service information sent to the first terminal device located at the target geographic information point may include, but is not limited to, at least one of the following: the first service information is matched with a first user level of the target user in the target service platform, and the second service information is matched with a second user level of the target user in the target geographic information point. The first user level of the target user in the target service platform and the second user level of the target geographic information point may be the same or different, and are not specifically limited herein, and the dividing manner of each user level is not specifically limited in the embodiment of the present application.
In some optional implementation manners of this embodiment, after sending the first prompt message and the service information for the target user to the first terminal device located at the target geographic information point, when it is detected that the target user reaches the target geographic information, the execution main body may further send a second prompt message to the first terminal device. Wherein the second prompt message may be used to indicate that the target user has reached the target geographic information point. In practice, the user can be perceived to the store based on iBeacon (must be sure), GPS (Global Positioning System), WiFi, bluetooth, base station, etc. Wherein, iBeacon is the function that terminal equipment with the iOS operating system has had. The working mode is that a device equipped with a Bluetooth Low Energy (BLE) communication function uses Bluetooth Low Energy technology to send its own unique identifier to the surroundings, and an application receiving the identifier takes some action according to the identifier. For example, by installing the iBeacon communication module in a target geographic information point (e.g., a certain shop), the execution agent may be notified of information run on a terminal device running the iOS operating system, or send information (e.g., discount coupon, store-in credit, etc.) to the user.
In some optional implementation manners of this embodiment, after sending the second prompt message to the first terminal device, the execution main body may further obtain historical behavior data of the target user, and estimate departure time of the target user from the target geographic information point based on the historical behavior data and the time when the target user reaches the target geographic information point. The historical behavior data may include historical store-in time, historical leave time, and the like of the target user for the target geographic information point. The execution main body can estimate the leaving time of the target user leaving the target geographic information point by combining the time of the target user reaching the target geographic information point in a mode of counting historical behavior data. The executing entity may send the third prompting message to the first terminal device near the departure time (e.g., 5 minutes before the departure time). Wherein the third prompting message can be used for prompting the geographic information point to provide services, such as discount, activity and the like, matched with the user grade of the target user. Therefore, the matched service can be provided for the user without active notification, and the pertinence and the practicability of the pushed information are further improved.
In some optional implementations of this embodiment, the executing body may further push a fourth prompt message to a terminal device (which may be referred to as a second terminal device) used by the target user when the leaving time is close. Wherein the fourth prompting message can be used for prompting the service which can be enjoyed by the target user. Therefore, the target user can know the enjoyable service in time, and convenience is provided for the user.
With continued reference to fig. 2, a schematic diagram of an application scenario of the information prompting method according to the present application is shown. As shown in fig. 2, a comment application is installed in the terminal device used by the user. The user browses a detail page (as shown by reference numeral 201) of a store in the interface of the review class application, the detail page including the address of the store. The user then clicks on the address, jumps to the map page (as shown at reference numeral 202), and route information is presented from the user's current location to the address. At this time, the target geographic information point that the user intends to go to is considered as the store. The user can then be located in real time, and when the user is located near the store, prompt information indicating that the user is about to arrive and service information for the user, which can be used to indicate services that match the user rating of the user, can be sent to the terminal device of the store.
According to the method provided by the embodiment of the application, the behavior data of the target user is obtained in real time, and then the target geographic information point intended by the target user is detected based on the behavior data, so that when the target user is detected to be located within the preset range of the target geographic information point, the first prompt information and the service information aiming at the target user are sent to the first terminal equipment located at the target geographic information point. The first prompt information can be used for indicating that the target user is about to reach the target geographic information point, and the service information can be used for indicating the service matched with the user level of the target user, so that more targeted service can be provided for the user in time, and the pertinence and the practicability of the pushed information are improved.
With further reference to fig. 3, as an implementation of the method shown in the above-mentioned figures, the present application provides an embodiment of an information prompting device, which corresponds to the embodiment of the method shown in fig. 1, and which can be applied to various electronic devices.
As shown in fig. 3, the information presentation apparatus 300 of the present embodiment includes: an obtaining unit 301, configured to obtain behavior data of a target user in real time; a detecting unit 302, configured to detect a target geographic information point intended by the target user based on the behavior data; a first sending unit 303, configured to send, when it is detected that the target user is located within a preset range of the target geographic information point, first prompt information and service information for the target user to a first terminal device located at the target geographic information point, where the first prompt information is used to indicate that the target user is about to reach the target geographic information point, and the service information is used to indicate a service matching a user level of the target user.
In some optional implementation manners of this embodiment, the apparatus further includes a second sending unit, configured to send, to the first terminal device, second prompt information when it is detected that the target user reaches the target geographic information point, where the second prompt information is used to indicate that the target user has reached the target geographic information point.
In some optional implementation manners of this embodiment, the apparatus further includes a third sending unit, configured to obtain historical behavior data of the target user, and estimate a departure time of the target user from the target geographic information point based on the historical behavior data and a time when the target user reaches the target geographic information point; and when the departure time is close, sending third prompt information to the first terminal equipment, wherein the third prompt information is used for prompting the geographic information point to provide service matched with the user level of the target user.
In some optional implementation manners of this embodiment, the apparatus further includes a pushing unit, configured to push fourth prompting information to the second terminal device used by the target user when the departure time is close, where the fourth prompting information is used to prompt a service that can be enjoyed by the target user.
In some optional implementation manners of this embodiment, the obtaining unit 301 is further configured to obtain, in real time, information browsing behavior data and route query behavior data of the target user in the target application, or obtain, in real time, information browsing behavior data of the target user in the target application and route query behavior data of the target user in the map application; and the detecting unit 302 is further configured to determine the same geographic information point as a target geographic information point when it is detected that the target user performs information browsing and route query on the same geographic information point in sequence based on the information browsing behavior data and the route query behavior data.
In some optional implementation manners of this embodiment, the apparatus further includes a determining unit, configured to determine, by using a time at which the target geographic information point is detected as a start time when the target user goes to the target geographic information point, and determine an estimated arrival time based on a map route time from a current location of the target user to the target geographic information point and the start time; when the target user is detected to reach the target geographic information point, acquiring the actual arrival time of the target user; and determining the accuracy of the intention detection based on the estimated arrival time and the actual arrival time.
In some optional implementations of this embodiment, the service information includes at least one of: the first service information is matched with the first user level of the target user in the target service platform, and the second service information is matched with the second user level of the target user in the target geographic information point.
The device provided by the embodiment of the application can be used for detecting the target geographic information point intended by the target user by acquiring the behavior data of the target user in real time and then detecting the target geographic information point based on the behavior data, so that when the target user is detected to be located within the preset range of the target geographic information point, the first prompt information and the service information aiming at the target user are sent to the first terminal equipment located at the target geographic information point. The first prompt information can be used for indicating that the target user is about to reach the target geographic information point, and the service information can be used for indicating the service matched with the user level of the target user, so that more targeted service can be provided for the user in time, and the pertinence and the practicability of the pushed information are improved.
Reference is now made to fig. 4, which illustrates a schematic block diagram of an electronic device for implementing some embodiments of the present application. The electronic device shown in fig. 4 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
As shown in fig. 4, electronic device 400 may include a processing device (e.g., central processing unit, graphics processor, etc.) 401 that may perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM)402 or a program loaded from a storage device 408 into a Random Access Memory (RAM) 403. In the RAM403, various programs and data necessary for the operation of the electronic apparatus 400 are also stored. The processing device 401, the ROM 402, and the RAM403 are connected to each other via a bus 404. An input/output (I/O) interface 405 is also connected to bus 404.
Generally, the following devices may be connected to the I/O interface 405: input devices 406 including, for example, a touch screen, touch pad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; an output device 407 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 408 including, for example, magnetic disks, hard disks, and the like; and a communication device 409. The communication means 409 may allow the electronic device 400 to communicate wirelessly or by wire with other devices to exchange data. While fig. 4 illustrates an electronic device 400 having various means, it is to be understood that not all illustrated means are required to be implemented or provided. More or fewer devices may alternatively be implemented or provided. Each block shown in fig. 4 may represent one device or may represent multiple devices as desired.
In particular, according to some embodiments of the present application, the processes described above with reference to the flow diagrams may be implemented as computer software programs. For example, some embodiments of the present application include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In some such embodiments, the computer program may be downloaded and installed from a network through the communication device 409, or from the storage device 408, or from the ROM 402. Which when executed by the processing means 401, performs the above-described functions as defined in the methods of some embodiments of the present application.
It should be noted that the computer readable medium described in some embodiments of the present application may be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the present application, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present application, a computer readable signal medium may comprise a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, optical cables, RF (radio frequency), etc., or any suitable combination of the foregoing.
In some embodiments, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP (HyperText transfer protocol), and may be interconnected with any form or medium of digital data communication (e.g., a communications network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the Internet (e.g., the Internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed network.
The computer readable medium may be embodied in the electronic device; or may exist separately without being assembled into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: acquiring behavior data of a target user in real time; detecting a target geographic information point intended by a target user based on the behavior data; when the target user is detected to be located in the preset range of the target geographic information point, first prompt information and service information aiming at the target user are sent to first terminal equipment located at the target geographic information point, the first prompt information is used for indicating that the target user is about to arrive at the target geographic information point, and the service information is used for indicating service matched with the user grade of the target user.
Computer program code for carrying out operations for embodiments of the present application may be written in one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +; conventional procedural programming languages, such as the "C" language or similar programming languages, are also included. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present application may be implemented by software or by hardware. The described units may also be provided in a processor, and may be described as: a processor includes a first determining unit, a second determining unit, a selecting unit, and a third determining unit. Wherein the names of the elements do not in some way constitute a limitation on the elements themselves.
The functions described herein above may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), systems on a chip (SOCs), Complex Programmable Logic Devices (CPLDs), and the like.
The foregoing description is only exemplary of the preferred embodiments of the present application and is provided for the purpose of illustrating the general principles of the technology. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present application is not limited to the specific combination of the above-mentioned features, but also encompasses other embodiments in which any combination of the above-mentioned features or their equivalents is made without departing from the inventive concept as defined above. For example, the above features and (but not limited to) technical features with similar functions disclosed in the embodiments of the present application are mutually replaced to form the technical solution.
Claims (10)
1. An information prompting method, characterized in that the method comprises:
acquiring behavior data of a target user in real time;
detecting a target geographic information point intended by the target user based on the behavior data;
when the target user is detected to be located within the preset range of the target geographic information point, sending first prompt information and service information for the target user to first terminal equipment located at the target geographic information point, wherein the first prompt information is used for indicating that the target user is about to arrive at the target geographic information point, and the service information is used for indicating service matched with the user level of the target user.
2. The method of claim 1, wherein after sending the first prompt message and the service information for the target user to the first terminal device located at the target geographic information point, the method further comprises:
and when detecting that the target user reaches the target geographic information point, sending second prompt information to the first terminal equipment, wherein the second prompt information is used for indicating that the target user reaches the target geographic information point.
3. The method of claim 2, wherein after sending the second prompting message to the first terminal device, the method further comprises:
acquiring historical behavior data of the target user, and estimating the leaving time of the target user from the target geographic information point based on the historical behavior data and the time of the target user reaching the target geographic information point;
and when the departure time is close, sending third prompt information to the first terminal equipment, wherein the third prompt information is used for prompting the geographic information point to provide service matched with the user grade of the target user.
4. The method of claim 3, further comprising:
and pushing fourth prompt information to second terminal equipment used by the target user when the leaving time is close, wherein the fourth prompt information is used for prompting the service which can be enjoyed by the target user.
5. The method of claim 1, wherein the obtaining behavior data of the target user in real time comprises:
acquiring information browsing behavior data and route query behavior data of the target user in a target application in real time, or acquiring information browsing behavior data of the target user in the target application and route query behavior data of the target user in a map application in real time;
and detecting a target geographic information point intended for the target user based on the behavior data, including:
and when the target user is detected to perform information browsing and route query on the same geographic information point in sequence based on the information browsing behavior data and the route query behavior data, determining the same geographic information point as a target geographic information point.
6. The method of claim 1, wherein after detecting the target geographic information point to which the target user intends to travel, the method further comprises:
taking the time of detecting the target geographic information point as the starting time of the target user for going to the target geographic information point, and determining estimated arrival time based on the map route time from the current position of the target user to the target geographic information point and the starting time;
when the target user is detected to reach the target geographic information point, acquiring the actual arrival time of the target user;
determining an accuracy of intent detection based on the estimated time of arrival and the actual time of arrival.
7. The method according to one of claims 1 to 6, wherein the service information comprises at least one of: the first service information is matched with the first user level of the target user in the target service platform, and the second service information is matched with the second user level of the target user in the target geographic information point.
8. An information prompting device, the device comprising:
the acquisition unit is used for acquiring behavior data of a target user in real time;
the detection unit is used for detecting a target geographic information point intended by the target user based on the behavior data;
the first sending unit is configured to send, when it is detected that the target user is located within the preset range of the target geographic information point, first prompt information and service information for the target user to a first terminal device located at the target geographic information point, where the first prompt information is used to indicate that the target user is about to reach the target geographic information point, and the service information is used to indicate a service that matches with a user level of the target user.
9. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-7.
10. A computer-readable medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-7.
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