WO2019228494A1 - 用于确定无线接入点的类别的方法及装置 - Google Patents
用于确定无线接入点的类别的方法及装置 Download PDFInfo
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- WO2019228494A1 WO2019228494A1 PCT/CN2019/089474 CN2019089474W WO2019228494A1 WO 2019228494 A1 WO2019228494 A1 WO 2019228494A1 CN 2019089474 W CN2019089474 W CN 2019089474W WO 2019228494 A1 WO2019228494 A1 WO 2019228494A1
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- wireless access
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W48/00—Access restriction; Network selection; Access point selection
- H04W48/16—Discovering, processing access restriction or access information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/08—Access point devices
Definitions
- Embodiments of the present application relate to the field of wireless communication technologies, and in particular, to a method and an apparatus for determining a type of a wireless access point.
- WI-FI WIreless-Fidelity
- the user directly opens the wireless access list page provided by the operating system of the mobile terminal, and selects the wireless access point in the wireless access list page. If the selected wireless access point is a non-secret wireless access point, then The mobile terminal can directly connect to the wireless access point. If the selected wireless access point is an encrypted wireless access point, the user can enter the password of the wireless access point before the mobile terminal can connect to the wireless access point.
- the user opens a wireless access point application and operates in the interface of the wireless access point application to connect to the wireless access point.
- a wireless network or a wireless access point providing a wireless network can be divided into different categories.
- the classification of multiple categories in the prior art mostly depends on artificial experience, and the accuracy and efficiency are relatively low.
- the embodiments of the present application provide a method and device for determining a type of a wireless access point.
- some embodiments of the present application provide a method for determining a type of a wireless access point.
- the method includes: obtaining position information of a wireless access point to be processed; and obtaining the same information as the foregoing according to the position information.
- At least one point of interest information corresponding to the to-be-processed wireless access point information, and a weight value is set for the point of interest information in the at least one point of interest information; a category corresponding to the to-be-processed wireless access point information is determined according to the weight value.
- some embodiments of the present application provide a method for determining a type of a wireless access point for a terminal device.
- the method includes: acquiring a scan set of the wireless access point, where the scan set includes the terminal. Identification information of at least one wireless access point scanned by the device; sending the scan set to a network device; receiving a category of at least a portion of the wireless access points in the at least one wireless access point fed back by the network device; responding to the above At least one wireless access point has a wireless access point of the network device non-feedback category, and identifies wireless access points of the at least one wireless access point that are similar to the wireless feedback point of the non-feedback category, and based on the similarity
- the type or number of the wireless access points determines the type of the wireless access point that has no feedback type.
- some embodiments of the present application provide a network device.
- the network device includes: one or more processors; and a storage device storing one or more programs thereon.
- the one or more processors execute, the one or more processors implement the method described in any implementation manner of the first aspect.
- some embodiments of the present application provide a terminal device.
- the terminal device includes: one or more processors; a storage device storing one or more programs thereon.
- the one or more processors execute, the one or more processors implement the method described in any implementation manner of the second aspect.
- some embodiments of the present application provide a computer-readable medium having stored thereon a computer program, wherein the computer program, when executed by a processor, implements the method as described in any implementation manner of the first aspect
- some embodiments of the present application provide a computer-readable medium having stored thereon a computer program, wherein the computer program, when executed by a processor, implements the method as described in any two implementation manners of the first aspect.
- the method and device for determining a type of a wireless access point provided by the foregoing embodiments of the present application, first obtain position information of a wireless access point to be processed; and then obtain at least one interest corresponding to the wireless access point information to be processed Point information, and set a weight value for the point of interest information; finally, determine the category corresponding to the wireless access point information to be processed according to the weight value, improving the accuracy of obtaining the category of the wireless access point to be processed.
- FIG. 1 is an exemplary system architecture diagram to which some embodiments of the present application can be applied;
- FIG. 1 is an exemplary system architecture diagram to which some embodiments of the present application can be applied;
- FIG. 2 is a flowchart of an embodiment of a method for determining a type of a wireless access point according to the present application
- FIG. 3 is a schematic diagram of an application scenario of a method for determining a type of a wireless access point according to the present application
- FIG. 4 is a flowchart of still another embodiment of a method for determining a type of a wireless access point according to the present application
- FIG. 5 is a schematic structural diagram of a computer system suitable for implementing a server of some embodiments of the present application.
- FIG. 1 illustrates an exemplary system architecture 100 to which a method for determining a type of a wireless access point according to an embodiment of the present application can be applied.
- the system architecture 100 may include terminal devices 101, 102, and 103, a network 104, and a network device 105.
- the network 104 is a medium for providing a communication link between the terminal devices 101, 102, 103 and the network device 105.
- the network 104 may include various types of connections, such as wired, wireless communication links, or fiber optic cables, among others.
- the user can use the terminal devices 101, 102, 103 to interact with the network device 105 through the network 104 to receive or send messages and the like.
- Various client applications such as wireless access point applications, can be installed on the terminal devices 101, 102, and 103.
- the terminal devices 101, 102, and 103 may be hardware or software.
- the terminal device 101, 102, 103 can be various electronic devices with a display screen and supporting web browsing, including but not limited to smartphones, tablets, e-book readers, laptop computers, and desktop computers and many more.
- the terminal devices 101, 102, and 103 are software, they can be installed in the electronic devices listed above. It can be implemented as multiple software or software modules (for example, to provide distributed services), or it can be implemented as a single software or software module. It is not specifically limited here.
- the network device 105 may be a network device that provides various services, for example, a background network device that queries the category of the access point corresponding to the wireless access point to be processed obtained by the terminal devices 101, 102, and 103.
- the background network device may analyze and process the received data such as the wireless access point to be processed, and feedback the processing result to the terminal device.
- the method for determining the type of the wireless access point provided by the embodiment corresponding to FIG. 2 in this application is generally executed by the network device 105.
- the method for determining the type of a wireless access point provided in the embodiment corresponding to FIG. 4 is generally set in the terminal devices 101, 102, and 103.
- the network device 105 may be hardware or software.
- the network device When the network device is hardware, it can be implemented as a distributed network device cluster composed of multiple network devices or as a single network device.
- the network device When the network device is software, it can be implemented as multiple software or software modules (for example, to provide distributed services), or it can be implemented as a single software or software module. It is not specifically limited here.
- terminal devices, networks, and network devices in FIG. 1 is merely exemplary. According to implementation needs, there can be any number of terminal devices, networks, and network devices.
- a flowchart 200 of one embodiment of a method for determining a category of a wireless access point according to the present application is shown.
- the method for determining the type of a wireless access point includes the following steps:
- Step 201 Obtain position information of a wireless access point to be processed.
- the execution subject of the method for determining the type of the wireless access point may obtain the position of the wireless access point to be processed through a wired connection method or a wireless connection method.
- a wired connection method for example, the network device 105 shown in FIG. 1
- the above wireless connection methods may include, but are not limited to, 3G / 4G connection, WiFi connection, Bluetooth connection, WiMAX connection, Zigbee connection, UWB (ultra wideband) connection, and other wireless connection methods now known or developed in the future. .
- the wireless access point to be processed may be a wireless access point obtained by the user through scanning by the terminal devices 101, 102, and 103.
- the terminal device 101, 102, 103 cannot determine the type of the wireless access point of the wireless access point to be processed, it can send the information of the wireless access point to be processed to the network device 105.
- the network device 105 may receive the wireless access point to be processed in various ways.
- the network device 105 may perform a location query operation on the wireless access point to be processed to obtain the location information of the wireless access point to be processed.
- the wireless access point to be processed may be a wireless access point whose classification has not been determined in a database on the network side.
- the network device 105 may read data from a database to determine a wireless access point to be processed.
- Step 202 Obtain at least one point of interest information corresponding to the wireless access point information to be processed according to the position information, and set a weight value for the point of interest information in the at least one point of interest information.
- the point of interest information may include an information point marked on the electronic map.
- the network device 105 may obtain at least one point of interest information corresponding to the wireless access point to be processed based on the electronic map.
- a corresponding weight value can be set for each point of interest information in at least one point of interest information.
- the weight value may represent a possibility that the category of the interest point is the same as or similar to the category of the wireless access point to be processed.
- the acquiring the at least one point of interest information corresponding to the wireless access point information to be processed may include the following steps:
- Acquire at least one point of interest information within a set distance corresponding to the position information.
- the network device 105 may query the point of interest information on the electronic map, and use at least one point of interest information within a set distance of the wireless access point to be processed as the point of interest information corresponding to the wireless access point to be processed. Alternatively, the network device 105 may directly calculate the distance between the wireless access point to be processed and the point of interest according to the position information, and obtain at least one point of interest information within a set distance.
- the point of interest information includes position information of the point of interest
- the setting of the weight value for the point of interest information in the at least one point of interest information may include the following steps:
- the point of interest corresponding to the point of interest information and the wireless access point to be processed are obtained according to the point of interest position information contained in the point of interest information and the position information. Distance information.
- the point of interest information on the electronic map may generally include point of interest position information.
- the point of interest position information is used to describe the actual position of the point of interest.
- the network device 105 may obtain the distance information between the point of interest corresponding to the point of interest information and the wireless access point to be processed according to the position information of the point of interest and the position information of the wireless access point to be processed. . Then, the distance between each interest point in the at least one point of interest information and the wireless access point to be processed is obtained.
- the second step is to set the weight value of the points of interest according to the distance information.
- a weight value corresponding to the wireless access point to be processed corresponding to the interest point can be set for each interest point according to the distance information.
- the above-mentioned setting of the weight value of the interest point according to the distance information may include the following steps:
- the first step is to calculate the total distance between the point of interest corresponding to the point of interest information in the at least one point of interest information and the wireless access point to be processed according to the distance information.
- the distance between each interest point and the wireless access point to be processed can be calculated based on the distance information.
- the network device 105 sums the distances to obtain the total distance between the point of interest and the wireless access point to be processed.
- a weight value of an interest point corresponding to each interest point information in the at least one point of interest information is calculated according to the distance information and the distance sum.
- the distance between each point of interest and the wireless access point to be processed may characterize the likelihood of the type similarity between the wireless access point to be processed and the point of interest.
- the network device 105 calculates a ratio between the distance corresponding to the point of interest and the sum of the distances, and uses the ratio as the weight value of the corresponding point of interest. In this way, the weight value of each interest point is obtained.
- the calculating the weight value of the interest point corresponding to each interest point information in the at least one point of interest information according to the distance information and the distance sum may include the following steps:
- the distance values corresponding to the distance information are sorted in ascending order to obtain a distance sequence.
- the distance values can be sorted in ascending order to obtain the distance sequence.
- the smaller the distance value the higher the ranking.
- the smaller the distance value the more likely the association between the point of interest corresponding to the wireless access point to be processed.
- the greater the distance value the less likely the association between the point of interest corresponding to the wireless access point to be processed.
- an initial weight value sequence corresponding to the distance sequence is calculated according to the distance sequence and the distance sum.
- the network device 105 can calculate the ratio of each distance value to the distance sum in the distance sequence, and construct an initial weight value sequence according to the order of the corresponding distance values in the distance sequence.
- the weight values in the above initial weight value sequence are sorted in descending order to obtain a target weight value sequence.
- the network device 105 may reorder the initial weight value sequence, and sort the ratio in the initial weight value sequence from large to small to obtain the target weight value sequence. In this way, a point of interest with a smaller distance value corresponds to a larger weight value.
- the fourth step is to establish a corresponding relationship between the target weight value sequence and the distance sequence in the same order as the weight values and distance values, and set the weight value to the weight of the interest point corresponding to the distance value whose weight value has the corresponding relationship. value.
- the network device 105 may establish a corresponding relationship between the weight order and the distance value in the same order in the target weight value sequence and the distance sequence. Then, the network device 105 may set the weight value to a weight value of a point of interest corresponding to a distance value having a corresponding relationship with the weight value.
- Step 203 Determine a category corresponding to the wireless access point information to be processed according to the weight value.
- wireless access points mostly uses manual experience.
- wireless access points of business category such as hotels, restaurants, etc.
- wireless access points of business category such as hotels, restaurants, etc.
- wireless access points of business category such as hotels, restaurants, etc.
- the present application finds the above-mentioned laws that have not been discovered in the art, and uses this law to identify specific types of wireless access points that are similar to each other.
- different weight values may be set for different types of wireless access points. The higher the weight value, the more likely the interest point is the same as the type of the wireless access point to be processed.
- the network device 105 may determine the category corresponding to the wireless access point information to be processed according to the weight value.
- the foregoing point of interest information may include a point of interest category, and step 203 may include the following steps:
- the at least one point of interest information is divided into at least one point of interest information set according to the point of interest category.
- POIs can also contain POI categories.
- the POI category can be a business category or a personal category. After obtaining at least one point of interest information, the at least one point of interest information may be divided into at least one point of interest information set according to the point of interest category. Each POI information set corresponds to the same POI category.
- a distance weight value of the point of interest information set is calculated according to the distance information and weight value corresponding to each point of interest information in the point of interest information set.
- each interest point may have a corresponding weight value.
- the network device 105 calculates a product of a weight value and a distance value of each point of interest in the point of interest information set. Then, the product corresponding to each interest point in the interest point information set is summed to obtain a distance weight value corresponding to the interest point information set. In this way, each point of interest information set has a corresponding distance weight value.
- the distance weight value can represent the correlation between the wireless access point to be processed and the type of interest point corresponding to the point of interest information set.
- the interest point category corresponding to the interest point information set with the largest distance weight value is used as the category of the wireless access point information to be processed.
- the network device 105 may use the interest point category corresponding to the interest point information set with the largest distance weight value as the category of the wireless access point information to be processed.
- the foregoing method may further include the following steps:
- identification information of at least one wireless access point sent by the terminal device is received.
- the terminal device 101, 102, 103 can scan to multiple wireless access points. After that, the terminal devices 101, 102, and 103 can obtain identification information of each access point in the at least one wireless access point.
- the second step is to query the category of the at least one wireless access point according to the identification information.
- the network device 105 After the network device 105 obtains the scan set, it may obtain identification information of each wireless access point in the scan set. After that, the network device 105 can match the identification information of each wireless access point with the point of interest information obtained by the network device 105, and then query the category of each wireless access point in the at least one wireless access point.
- the successfully queried category and the identification information of the corresponding wireless access point are sent to the terminal device.
- the point of interest information acquired by the network device 105 may not completely correspond to at least one wireless access point sent by the terminal devices 101, 102, and 103. Therefore, the network device 105 may not be able to determine a category for each of the at least one wireless access point. In order to be safe or meet the user's need for timely networking, the network device 105 may send the identification information of the wireless access point that has successfully found the category and the corresponding category information to the terminal device, so that the user selectively connects to the wireless access point.
- the network device 105 may use the wireless access point as the wireless access point to be processed, and determine the pending wireless access point by using the foregoing steps.
- the type of wireless access point may be used.
- FIG. 3 is a schematic diagram of an application scenario of a method for determining a category of a wireless access point according to this embodiment.
- the user A scans the wireless access point to be processed through the terminal device 302, and sends the wireless access point to be processed to the network device 305.
- the network device 105 obtains the location information of the wireless access point to be processed; then, the network device 105 obtains at least one point of interest corresponding to the wireless access point information according to the location information. Information, and set a weight value for the point of interest information in at least one point of interest information; finally, the network device 105 determines a category corresponding to the wireless access point information to be processed according to the weight value.
- the method provided by the foregoing embodiments of the present application first obtains position information of the wireless access point to be processed; then acquires at least one point of interest information corresponding to the information of the wireless access point to be processed, and sets a weight value for the point of interest information; finally The category corresponding to the wireless access point information to be processed is determined according to the weight value, which improves the accuracy of obtaining the category of the wireless access point to be processed.
- a flowchart 400 of yet another embodiment of a method for determining a category of a wireless access point includes the following steps:
- Step 401 Obtain identification information of at least one wireless access point.
- the execution subject for example, the terminal devices 101, 102, and 103 shown in FIG. 1
- the execution subject on which the method for determining the type of the wireless access point runs can be obtained through a wired connection method or a wireless connection method.
- Wireless access point The scan set includes identification information of at least one wireless access point scanned by the terminal device.
- the terminal device 101, 102, 103 can scan to multiple wireless access points. After that, the terminal devices 101, 102, and 103 can obtain identification information of each access point in the at least one wireless access point.
- Step 402 Send the identification information to the network device.
- the terminal devices 101, 102, and 103 may send the obtained identification information to the network device 105 in a wired or wireless manner, so that the network device 105 performs analysis according to the identification information of the wireless access point. After obtaining the identification information, the network device 105 can match the identification information of each wireless access point with the point of interest information on the network device 105, and then query the category of each wireless access point in at least one wireless access point.
- Step 403 Receive the category of at least a part of the at least one wireless access point fed back by the network device.
- the historical data on the network device 105 may not completely include at least one wireless access point sent by the terminal devices 101, 102, and 103. Therefore, the network device 105 may not be able to determine a category for each of the at least one wireless access point. For security reasons or to meet the needs of users for timely networking, the network device 105 may send the identification information of the wireless access point that has successfully found the category and the corresponding category to the terminal device, so that the user can selectively connect to the wireless access point. For at least one wireless access point, there is a wireless access point whose category is not queried. In some embodiments, the network device 105 may use the wireless access point as the wireless access point to be processed, and pass the above diagram. The embodiment shown in 2 determines the type of the wireless access point to be processed. Alternatively, in some embodiments, the terminal device may determine the type of the wireless access point that has no feedback type through step 404 described below.
- Step 404 In response to the wireless access point of the non-feedback category of the network device in the at least one wireless access point, identify a wireless access point of the at least one wireless access point that is similar to the wireless access point of the non-feedback category. And based on the categories or number of similar wireless access points described above, determine the category of the wireless access point that is not a feedback category.
- the terminal devices 101, 102, 103 may use multiple methods (for example, the same characters in the name, signal strength, etc.) Etc.) A wireless access point similar to the wireless access point of the unrecognized category is further filtered from the wireless access points of the recognized category fed back from the network device 105. After that, the terminal devices 101, 102, and 103 determine the type of the wireless access point without the feedback type based on the type or number of similar wireless access points.
- FIG. 5 shows a schematic structural diagram of a computer system 500 suitable for implementing a server (for example, the network device 105 in FIG. 1) of the embodiment of the present application.
- the server shown in FIG. 5 is only an example, and should not impose any limitation on the functions and scope of use of the embodiments of the present application.
- the computer system 500 includes a central processing unit (CPU) 501, which can be loaded into a random access memory (RAM) 503 according to a program stored in a read-only memory (ROM) 502 or from a storage portion 508. Instead, perform various appropriate actions and processes.
- RAM random access memory
- ROM read-only memory
- various programs and data required for the operation of the system 500 are also stored.
- the CPU 501, the ROM 502, and the RAM 503 are connected to each other through a bus 504.
- An input / output (I / O) interface 505 is also connected to the bus 504.
- the following components are connected to the I / O interface 505: an input portion 506 including a keyboard, a mouse, and the like; an output portion 507 including a cathode ray tube (CRT), a liquid crystal display (LCD), and the speaker; a storage portion 508 including a hard disk and the like ; And a communication section 509 including a network interface card such as a LAN card, a modem, and the like.
- the communication section 509 performs communication processing via a network such as the Internet.
- the driver 510 is also connected to the I / O interface 505 as necessary.
- a removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is installed on the drive 510 as necessary, so that a computer program read therefrom is installed into the storage section 508 as needed.
- the process described above with reference to the flowchart may be implemented as a computer software program.
- embodiments of the present disclosure include a computer program product including a computer program carried on a computer-readable medium, the computer program containing program code for performing a method shown in a flowchart.
- the computer program may be downloaded and installed from a network through the communication section 509, and / or installed from a removable medium 511.
- CPU central processing unit
- the computer-readable medium in the present application may be a computer-readable signal medium or a computer-readable storage medium or any combination of the two.
- the 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 thereof. More specific examples of computer-readable storage media may include, but are not limited to: electrical connections with one or more wires, portable computer disks, hard disks, random access memory (RAM), read-only memory (ROM), erasable Programming 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 of the foregoing.
- a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in combination with an instruction execution system, apparatus, or device.
- a computer-readable signal medium may include a data signal that is included in baseband or propagated as part of a carrier wave, and which carries computer-readable program code. Such a propagated data signal may take many forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the foregoing.
- the computer-readable signal medium may also be any computer-readable medium other than a computer-readable storage medium, and the computer-readable medium may send, propagate, or transmit 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: wireless, wire, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
- each block in the flowchart or block diagram may represent a module, a program segment, or a part of code, which contains one or more functions for implementing a specified logical function Executable instructions.
- the functions labeled in the blocks may also occur in a different order than those labeled in the drawings. For example, two blocks represented one after the other may actually be executed substantially in parallel, and they may sometimes be executed in the reverse order, depending on the functions involved.
- each block in the block diagrams and / or flowcharts, and combinations of blocks in the block diagrams and / or flowcharts can be implemented by a dedicated hardware-based system that performs the specified function or operation , Or it can be implemented with a combination of dedicated hardware and computer instructions.
- the present application further provides a computer-readable medium, which may be included in the device described in the foregoing embodiments; or may exist alone without being assembled into the device.
- the computer-readable medium carries one or more programs, and when the one or more programs are executed by the device, the device is caused to: obtain location information of a wireless access point to be processed; and obtain the information related to the location based on the location information.
- At least one point of interest information corresponding to the to-be-processed wireless access point information, and a weight value is set for the point of interest information in the at least one point of interest information; a category corresponding to the to-be-processed wireless access point information is determined according to the weight value.
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Abstract
本申请实施例公开了用于确定无线接入点的类别的方法及装置。该方法的一具体实施方式包括：获取待处理的无线接入点的位置信息；根据上述位置信息，获取与上述待处理无线接入点信息对应的至少一条兴趣点信息，并为上述至少一条兴趣点信息中的兴趣点信息设置权重值；根据权重值确定上述待处理无线接入点信息对应的类别。该实施方式提高了获取待处理的无线接入点的类别的准确性。
Description
本申请实施例涉及无线通信技术领域，具体涉及用于确定无线接入点的类别的方法及装置。
随着无线通信技术的不断发展，WI-FI(WIreless-Fidelity，无线保真)网络已经成为用户日常访问网络的一种重要方式，同时也给用户带来了极大的便利。
目前，用户连接无线接入点的方式主要包括两种。其一，用户直接打开移动终端的操作系统提供的无线接入列表页面，并在该无线接入列表页面中选择无线接入点，若选择的无线接入点为免密无线接入点，则移动终端可直接连接该无线接入点，若选择的无线接入点为加密无线接入点，则用户输入该无线接入点的密码后，移动终端才能连接该无线接入点；其二，用户打开无线接入点类应用，并在该无线接入点类应用的界面中操作，以连接无线接入点。
此外，在无线网络环境中，通过定义不同的分类维度，可以将无线网络或提供无线网络的无线接入点划分为不同的类别。但现有技术中的多种类别划分多依赖于人工经验，准确度和效率都较为低下。
发明内容
本申请实施例提出了用于确定无线接入点的类别的方法及装置。
第一方面，本申请的一些实施例提供了一种用于确定无线接入点的类别的方法，该方法包括：获取待处理的无线接入点的位置信息；根据上述位置信息，获取与上述待处理无线接入点信息对应的至少一条兴趣点信息，并为上述至少一条兴趣点信息中的兴趣点信息设置权重值；根据权重值确定上述待处理无线接入点信息对应的类别。
第二方面，本申请的一些实施例提供了一种用于确定无线接入点的类别的方法，用于终端设备，该方法包括：获取无线接入点的扫描集合，上述扫描集合包括上述终端设备扫描到的至少一个无线接入点的标识信息；将上述扫描集合发送给网络设备；接收上述网络设备反馈的上述至少一个无线接入点中的至少部分无线接入点的类别；响应于上述至少一个无线接入点中存在网络设备未反馈类别的无线接入点，识别上述至少一个无线接入点中与上述未反馈类别的无线接入点相似的无线接入点，并基于上述相似的无线接入点的类别或数量，确定该未反馈类别的无线接入点的类别。
第三方面，本申请的一些实施例提供了一种网络设备，该网络设备包括：一个或多个处理器；存储装置，其上存储有一个或多个程序，当上述一个或多个程序被上述一个或多个处理器执行时，使得上述一个或多个处理器实现如第一方面中任一实现方式描述的方法。
第四方面，本申请的一些实施例提供了一种终端设备，该终端设备包括：一个或多个处理器；存储装置，其上存储有一个或多个程序，当上述一个或多个程序被上述一个或多个处理器执行时，使得上述一个或多个处理器实现如第二方面中任一实现方式描述的方法。
第五方面，本申请的一些实施例提供了一种计算机可读介质，其上存储有计算机程序，其中，该计算机程序被处理器执行时实现如第一方面中任一实现方式描述的方法
第六方面，本申请的一些实施例提供了一种计算机可读介质，其上存储有计算机程序，其中，该计算机程序被处理器执行时实现如第一方面中任二实现方式描述的方法。
本申请的上述实施例提供的用于确定无线接入点的类别的方法及装置，首先获取待处理的无线接入点的位置信息；然后获取与待处理无线接入点信息对应的至少一条兴趣点信息，并为兴趣点信息设置权重值；最后根据权重值确定待处理无线接入点信息对应的类别，提高了获取待处理的无线接入点的类别的准确性。
通过阅读参照以下附图所作的对非限制性实施例所作的详细描述， 本申请的其它特征、目的和优点将会变得更明显：
图1是本申请的一些实施例可以应用于其中的示例性系统架构图；
图2是根据本申请的用于确定无线接入点的类别的方法的一个实施例的流程图；
图3是根据本申请的用于确定无线接入点的类别的方法的一个应用场景的示意图；
图4是根据本申请的用于确定无线接入点的类别的方法的又一个实施例的流程图；
图5是适于用来实现本申请的一些实施例的服务器的计算机系统的结构示意图。
下面结合附图和实施例对本申请作进一步的详细说明。可以理解的是，此处所描述的具体实施例仅仅用于解释相关发明，而非对该发明的限定。另外还需要说明的是，为了便于描述，附图中仅示出了与有关发明相关的部分。
需要说明的是，在不冲突的情况下，本申请中的实施例及实施例中的特征可以相互组合。下面将参考附图并结合实施例来详细说明本申请。
图1示出了可以应用本申请实施例的用于确定无线接入点的类别的方法的示例性系统架构100。
如图1所示，系统架构100可以包括终端设备101、102、103，网络104和网络设备105。网络104用以在终端设备101、102、103和网络设备105之间提供通信链路的介质。网络104可以包括各种连接类别，例如有线、无线通信链路或者光纤电缆等等。
用户可以使用终端设备101、102、103通过网络104与网络设备105交互，以接收或发送消息等。终端设备101、102、103上可以安装有各种客户端应用，例如无线接入点类应用等。
终端设备101、102、103可以是硬件，也可以是软件。当终端设备101、102、103为硬件时，可以是具有显示屏并且支持网页浏览的各种电子设备，包括但不限于智能手机、平板电脑、电子书阅读器、膝上型 便携计算机和台式计算机等等。当终端设备101、102、103为软件时，可以安装在上述所列举的电子设备中。其可以实现成多个软件或软件模块(例如用来提供分布式服务)，也可以实现成单个软件或软件模块。在此不做具体限定。
网络设备105可以是提供各种服务的网络设备，例如查询终端设备101、102、103获取到的待处理的无线接入点对应的接入点的类别的后台网络设备。后台网络设备可以对接收到的待处理的无线接入点等数据进行分析等处理，并将处理结果反馈给终端设备。
需要说明的是，本申请图2对应的实施例所提供的用于确定无线接入点的类别的方法一般由网络设备105执行。图4对应的实施例所提供的用于确定无线接入点的类别的方法一般设置于终端设备101、102、103中。
网络设备105可以是硬件，也可以是软件。当网络设备为硬件时，可以实现成多个网络设备组成的分布式网络设备集群，也可以实现成单个网络设备。当网络设备为软件时，可以实现成多个软件或软件模块(例如用来提供分布式服务)，也可以实现成单个软件或软件模块。在此不做具体限定。
应该理解，图1中的终端设备、网络和网络设备的数目仅仅是示意性的。根据实现需要，可以具有任意数目的终端设备、网络和网络设备。
继续参考图2，示出了根据本申请的用于确定无线接入点的类别的方法的一个实施例的流程200。该用于确定无线接入点的类别的方法包括以下步骤：
步骤201，获取待处理的无线接入点的位置信息。
在本实施例中，用于确定无线接入点的类别的方法的执行主体(例如图1所示的网络设备105)可以通过有线连接方式或者无线连接方式获取待处理的无线接入点的位置信息。需要指出的是，上述无线连接方式可以包括但不限于3G/4G连接、WiFi连接、蓝牙连接、WiMAX连接、Zigbee连接、UWB(ultra wideband)连接、以及其他现在已知或将来开发的无线连接方式。
在一些实施例中，待处理的无线接入点可以是用户通过终端设备 101、102、103扫描获取的无线接入点。当终端设备101、102、103无法确定该待处理的无线接入点的无线接入点的类别时，可以将该待处理的无线接入点的信息发送给网络设备105。网络设备105可以通过多种方式接收到待处理的无线接入点。网络设备105可以对待处理的无线接入点进行位置查询操作，以得到对应该待处理的无线接入点的位置信息。
在一些实施例中，待处理的无线接入点可以是网络端的数据库中尚未确定分类的无线接入点。网络设备105可以从数据库中读取数据，以确定待处理的无线接入点。
步骤202，根据上述位置信息，获取与上述待处理无线接入点信息对应的至少一条兴趣点信息，并为上述至少一条兴趣点信息中的兴趣点信息设置权重值。
本实施例中，兴趣点信息可以包括标注在电子地图上的一个信息点。网络设备105在获取到待处理的无线接入点的位置信息后，可以基于电子地图获取到与该待处理的无线接入点对应的至少一条兴趣点信息。实际中，相同无线接入点类型的兴趣点聚集在一起的可能性更高。因此，可以至少一条兴趣点信息中每个兴趣点信息设置对应的权重值。权重值可以表征兴趣点的类别与待处理的无线接入点的类别相同或相近的可能性。
在本实施例的一些可选的实现方式中，上述获取与上述待处理无线接入点信息对应的至少一条兴趣点信息可以包括以下步骤：
获取与上述位置信息对应的设定距离内的至少一条兴趣点信息。
网络设备105可以在电子地图上查询兴趣点信息，并将待处理的无线接入点设定距离内的至少一条兴趣点信息作为与该待处理的无线接入点对应的兴趣点信息。或者，网络设备105可直接根据位置信息计算待处理的无线接入点与兴趣点之间的距离，并获得设定距离内的至少一条兴趣点信息。
在本实施例的一些可选的实现方式中，上述兴趣点信息包括兴趣点位置信息，以及，上述为上述至少一条兴趣点信息中的兴趣点信息设置权重值可以包括以下步骤：
第一步，对于上述至少一条兴趣点信息中的兴趣点信息，根据该兴 趣点信息包含的兴趣点位置信息和上述位置信息获取该兴趣点信息对应的兴趣点与上述待处理的无线接入点之间的距离信息。
电子地图上的兴趣点信息通常可以包括兴趣点位置信息。兴趣点位置信息用于描述兴趣点在实际中的位置。获取到兴趣点位置信息后，网络设备105可以根据兴趣点位置信息和待处理的无线接入点的位置信息获取兴趣点信息对应的兴趣点与上述待处理的无线接入点之间的距离信息。进而得到至少一条兴趣点信息中的兴趣点信息中每个兴趣点与待处理的无线接入点之间的距离。
第二步，根据距离信息设置兴趣点的权重值。
由上述描述可知，同一类别的兴趣点通常聚集在一起。因此，可以根据距离信息为每个兴趣点设置该兴趣点对应待处理的无线接入点的权重值。
在本实施例的一些可选的实现方式中，上述根据距离信息设置兴趣点的权重值可以包括以下步骤：
第一步，根据距离信息计算上述至少一条兴趣点信息中的兴趣点信息对应的兴趣点与上述待处理的无线接入点之间的距离总和。
获取到每个兴趣点与待处理的无线接入点之间的距离信息后，可以根据距离信息计算得到各个兴趣点与该待处理的无线接入点之间的距离。之后，网络设备105将各个距离求和得到兴趣点与待处理的无线接入点之间的距离总和。
第二步，根据距离信息和距离总和计算上述至少一条兴趣点信息中的每个兴趣点信息对应的兴趣点的权重值。
各个兴趣点与待处理的无线接入点之间的距离可以表征该待处理的无线接入点与兴趣点的类型相似性的可能性。为此，网络设备105计算兴趣点对应的距离与距离总和之间的比值，并将该比值作为对应兴趣点的权重值。如此，得到每个兴趣点的权重值。
在本实施例的一些可选的实现方式中，上述根据距离信息和距离总和计算上述至少一条兴趣点信息中的每个兴趣点信息对应的兴趣点的权重值可以包括以下步骤：
第一步，按照从小到大的顺序对距离信息对应的距离值进行排序得到距离序列。
为了设置兴趣点的权重值，可以将距离值按照从小到大的顺序进行排序，得到距离序列。距离序列中，距离值越小，排序越靠前。越小的距离值对应的兴趣点与待处理的无线接入点的关联的可能性越大。同理，越大的距离值对应的兴趣点与待处理的无线接入点的关联的可能性越小。
第二步，根据上述距离序列和上述距离总和计算得到对应上述距离序列的初始权重值序列。
得到距离序列后，网络设备105可以计算距离序列中每个距离值与距离总和的比值，并将各个比值按照对应的距离值在距离序列中的顺序构建初始权重值序列。
第三步，按照从大到小的顺序对上述初始权重值序列中的权重值排序得到目标权重值序列。
有上述描述可知，越小的距离值对应的兴趣点与待处理的无线接入点的关联的可能性越大。同理，越大的距离值对应的兴趣点与待处理的无线接入点的关联的可能性越小。而越小的距离值对应的初始权重值序列中的比值越小，越大的距离值对应的初始权重值序列中的比值越大。因此，为了通过比值来表征对应兴趣点的权重，网络设备105可以对初始权重值序列重新排序，将初始权重值序列中的比值从大到小进行排序得到目标权重值序列。如此，使得距离值越小的兴趣点对应了越大的权重值。
第四步，将上述目标权重值序列和上述距离序列中排序相同的权重值和距离值建立对应关系，并将权重值设置为与该权重值具有上述对应关系的距离值对应的兴趣点的权重值。
得到目标权重值序列后，网络设备105可以将目标权重值序列和距离序列中排序相同的权重值和距离值建立对应关系。然后，网络设备105可以将权重值设置为与该权重值具有对应关系的距离值对应的兴趣点的权重值。
步骤203，根据权重值确定上述待处理无线接入点信息对应的类别。
目前，现有的无线接入点分类多利用人工经验来进行分类。并且，本领域的技术人员尚未发现，一些特定类别的无线接入点可能出现以下 特征：互相相似且在地理位置上互相接近；例如，商业类别的无线接入点，如宾馆、餐饮等，可能会在一个较为集中的区域中存在多个互相相似的无线接入点。本申请发现了本领域尚未发现的上述规律，并利用该规律，识别出聚集在一起的互相相似的特定类别的无线接入点。
在一些实施例中，可以为不同类别的无线接入点设置不同的权重值。权重值越大的兴趣点与待处理无线接入点的类型相同的可能性越大，网络设备105可以根据权重值确定待处理无线接入点信息对应的类别。
在本实施例的一些可选的实现方式中，上述兴趣点信息可以包括兴趣点类别，以及，步骤203可以包括以下步骤：
第一步，按照上述兴趣点类别将上述至少一条兴趣点信息划分为至少一个兴趣点信息集合。
兴趣点除了包含兴趣点位置信息外，还可以包含兴趣点类别。兴趣点类别可以是企业类别或个人类别等。在获取到至少一条兴趣点信息后，可以按照兴趣点类别将至少一条兴趣点信息划分为至少一个兴趣点信息集合。每个兴趣点信息集合都对应同一个兴趣点类别。
第二步，对于上述至少一个兴趣点信息集合中的兴趣点信息集合，根据该兴趣点信息集合中每个兴趣点信息对应的距离信息和权重值计算该兴趣点信息集合的距离权重值。
由上述描述可知，每个兴趣点可以有对应的权重值。对于至少一个兴趣点信息集合中的每个兴趣点信息集合而言，网络设备105计算该兴趣点信息集合中每个兴趣点的权重值和距离值的乘积。之后，将该兴趣点信息集合中的每个兴趣点对应的乘积求和，得到对应该兴趣点信息集合的距离权重值。如此，每个兴趣点信息集合都有了对应的距离权重值。距离权重值可以表征待处理的无线接入点与该兴趣点信息集合对应的兴趣点类型的相关性大小。
第三步，将距离权重值最大的兴趣点信息集合对应的兴趣点类别作为上述待处理无线接入点信息的类别。
距离权重值越大，说明待处理无线接入点属于该距离权重值对应的兴趣点类别的可能性越大。因此，网络设备105可以将距离权重值最大的兴趣点信息集合对应的兴趣点类别作为待处理无线接入点信息的类 别。
在本实施例的一些可选的实现方式中，上述方法还可以包括以下步骤：
第一步，接收终端设备发来的至少一个无线接入点的标识信息。
当用户通过终端设备101、102、103连接某地的无线接入点时，终端设备101、102、103可以扫描到多个无线接入点。之后，终端设备101、102、103可以获取至少一个无线接入点中每个接入点的标识信息。
第二步，根据上述标识信息，查询上述至少一个无线接入点的类别。
网络设备105获取到扫描集合后，可以获取扫描集合中每个无线接入点的标识信息。之后，网络设备105可以将每个无线接入点的标识信息与网络设备105获取的兴趣点信息进行匹配，进而查询至少一个无线接入点中每个无线接入点的类别。
第三步，将成功查询到的类别和对应的无线接入点的标识信息发送给上述终端设备。
由于实际中的无线接入点可能随时发生变化，网络设备105获取的兴趣点信息中可能并不完全对应终端设备101、102、103发来的至少一个无线接入点。因此，网络设备105可能无法对至少一个无线接入点中的每个无线接入点都确定类别。为了安全起见或满足用户及时联网的需求，网络设备105可以将成功查询到类别的无线接入点的标识信息以及对应的类别信息发送给上述终端设备，以便用户选择性地连接无线接入点。而对于至少一个无线接入点中存在未查询到类别的无线接入点，网络设备105可以将该无线接入点作为上述待处理的无线接入点，并通过上述的步骤确定该待处理的无线接入点的类型。
继续参见图3，图3是根据本实施例的用于确定无线接入点的类别的方法的应用场景的一个示意图。在图3的应用场景中，用户A通过终端设备302扫描到待处理的无线接入点，并将待处理的无线接入点发送给网络设备305。网络设备105接收到待处理的无线接入点后，获取待处理的无线接入点的位置信息；然后，网络设备105根据位置信息，获取与待处理无线接入点信息对应的至少一条兴趣点信息，并为至少一条 兴趣点信息中的兴趣点信息设置权重值；最后，网络设备105根据权重值确定待处理无线接入点信息对应的类别。
本申请的上述实施例提供的方法首先获取待处理的无线接入点的位置信息；然后获取与待处理无线接入点信息对应的至少一条兴趣点信息，并为兴趣点信息设置权重值；最后根据权重值确定待处理无线接入点信息对应的类别，提高了获取待处理的无线接入点的类别的准确性。
进一步参考图4，其示出了用于确定无线接入点的类别的方法的又一个实施例的流程400。该用于确定无线接入点的类别的方法的流程400，包括以下步骤：
步骤401，获取至少一个无线接入点的标识信息。
在本实施例中，用于确定无线接入点的类别的方法运行于其上的执行主体(例如图1所示的终端设备101、102、103)可以通过有线连接方式或者无线连接方式获取到无线接入点。其中，上述扫描集合包括上述终端设备扫描到的至少一个无线接入点的标识信息。
当用户通过终端设备101、102、103尝试连接某地的无线接入点时，终端设备101、102、103可以扫描到多个无线接入点。之后，终端设备101、102、103可以获取到至少一个无线接入点中每个接入点的标识信息。
步骤402，将标识信息发送给网络设备。
终端设备101、102、103可以通过有线或无线等方式，将获取到的标识信息发送给网络设备105，以使得网络设备105根据无线接入点的标识信息进行分析。网络设备105获取到标识信息后，可以将每个无线接入点的标识信息与网络设备105上的兴趣点信息进行匹配，进而查询至少一个无线接入点中每个无线接入点的类别。
步骤403，接收上述网络设备反馈的上述至少一个无线接入点中的至少部分无线接入点的类别。
由于实际中的无线接入点可能随时发生变化，网络设备105上的历史数据中可能并不完全包括终端设备101、102、103发来的至少一个无线接入点。因此，网络设备105可能无法对至少一个无线接入点中的每个无线接入点都确定类别。为了安全起见或满足用户及时联网的需求，网络设备105可以将成功查询到类别的无线接入点的标识信息以及对应 的类别发送给上述终端设备，以便用户选择性地连接无线接入点。而对于至少一个无线接入点中存在未查询到类别的无线接入点，在一些实施例中，网络设备105可以将该无线接入点作为上述待处理的无线接入点，并通过上述图2所示的实施例确定该待处理的无线接入点的类型。或者，在一些实施例中，终端设备可通过下述步骤404，确定未反馈类别的无线接入点的类别。
步骤404，响应于上述至少一个无线接入点中存在网络设备未反馈类别的无线接入点，识别上述至少一个无线接入点中与上述未反馈类别的无线接入点相似的无线接入点，并基于上述相似的无线接入点的类别或数量，确定该未反馈类别的无线接入点的类别。
当网络设备105无法对至少一个无线接入点中的某些无线接入点的类别进行识别时，终端设备101、102、103可以通过多种方式(例如可以是名称包含的相同字符、信号强度等)从网络设备105反馈的已经识别出类别的无线接入点中进一步筛选出与该未识别类别的无线接入点相似的无线接入点。之后，终端设备101、102、103再基于相似的无线接入点的类别或数量，确定该未反馈类别的无线接入点的类别。
下面参考图5，其示出了适于用来实现本申请实施例的服务器(例如，图1中的网络设备105)的计算机系统500的结构示意图。图5示出的服务器仅仅是一个示例，不应对本申请实施例的功能和使用范围带来任何限制。
如图5所示，计算机系统500包括中央处理单元(CPU)501，其可以根据存储在只读存储器(ROM)502中的程序或者从存储部分508加载到随机访问存储器(RAM)503中的程序而执行各种适当的动作和处理。在RAM 503中，还存储有系统500操作所需的各种程序和数据。CPU 501、ROM 502以及RAM 503通过总线504彼此相连。输入/输出(I/O)接口505也连接至总线504。
以下部件连接至I/O接口505：包括键盘、鼠标等的输入部分506；包括诸如阴极射线管(CRT)、液晶显示器(LCD)等以及扬声器等的输出部分507；包括硬盘等的存储部分508；以及包括诸如LAN卡、调制解调器等的网络接口卡的通信部分509。通信部分509经由诸如因特网的网络执行通信处理。驱动器510也根据需要连接至I/O接口505。可 拆卸介质511，诸如磁盘、光盘、磁光盘、半导体存储器等等，根据需要安装在驱动器510上，以便于从其上读出的计算机程序根据需要被安装入存储部分508。
特别地，根据本公开的实施例，上文参考流程图描述的过程可以被实现为计算机软件程序。例如，本公开的实施例包括一种计算机程序产品，其包括承载在计算机可读介质上的计算机程序，该计算机程序包含用于执行流程图所示的方法的程序代码。在这样的实施例中，该计算机程序可以通过通信部分509从网络上被下载和安装，和/或从可拆卸介质511被安装。在该计算机程序被中央处理单元(CPU)501执行时，执行本申请的方法中限定的上述功能。
需要说明的是，本申请上述的计算机可读介质可以是计算机可读信号介质或者计算机可读存储介质或者是上述两者的任意组合。计算机可读存储介质例如可以是——但不限于——电、磁、光、电磁、红外线、或半导体的系统、装置或器件，或者任意以上的组合。计算机可读存储介质的更具体的例子可以包括但不限于：具有一个或多个导线的电连接、便携式计算机磁盘、硬盘、随机访问存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、光纤、便携式紧凑磁盘只读存储器(CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。在本申请中，计算机可读存储介质可以是任何包含或存储程序的有形介质，该程序可以被指令执行系统、装置或者器件使用或者与其结合使用。而在本申请中，计算机可读的信号介质可以包括在基带中或者作为载波一部分传播的数据信号，其中承载了计算机可读的程序代码。这种传播的数据信号可以采用多种形式，包括但不限于电磁信号、光信号或上述的任意合适的组合。计算机可读的信号介质还可以是计算机可读存储介质以外的任何计算机可读介质，该计算机可读介质可以发送、传播或者传输用于由指令执行系统、装置或者器件使用或者与其结合使用的程序。计算机可读介质上包含的程序代码可以用任何适当的介质传输，包括但不限于：无线、电线、光缆、RF等等，或者上述的任意合适的组合。
附图中的流程图和框图，图示了按照本申请各种实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上， 流程图或框图中的每个方框可以代表一个模块、程序段、或代码的一部分，该模块、程序段、或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意，在有些作为替换的实现中，方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如，两个接连地表示的方框实际上可以基本并行地执行，它们有时也可以按相反的顺序执行，这依所涉及的功能而定。也要注意的是，框图和/或流程图中的每个方框、以及框图和/或流程图中的方框的组合，可以用执行规定的功能或操作的专用的基于硬件的系统来实现，或者可以用专用硬件与计算机指令的组合来实现。
作为另一方面，本申请还提供了一种计算机可读介质，该计算机可读介质可以是上述实施例中描述的装置中所包含的；也可以是单独存在，而未装配入该装置中。上述计算机可读介质承载有一个或者多个程序，当上述一个或者多个程序被该装置执行时，使得该装置：获取待处理的无线接入点的位置信息；根据上述位置信息，获取与上述待处理无线接入点信息对应的至少一条兴趣点信息，并为上述至少一条兴趣点信息中的兴趣点信息设置权重值；根据权重值确定上述待处理无线接入点信息对应的类别。
以上描述仅为本申请的较佳实施例以及对所运用技术原理的说明。本领域技术人员应当理解，本申请中所涉及的发明范围，并不限于上述技术特征的特定组合而成的技术方案，同时也应涵盖在不脱离上述发明构思的情况下，由上述技术特征或其等同特征进行任意组合而形成的其它技术方案。例如上述特征与本申请中公开的(但不限于)具有类似功能的技术特征进行互相替换而形成的技术方案。
Claims (13)
- 一种用于确定无线接入点的类别的方法，应用于网络设备，包括：获取待处理的无线接入点的位置信息；根据所述位置信息，获取与所述待处理无线接入点信息对应的至少一条兴趣点信息，并为所述至少一条兴趣点信息中的兴趣点信息设置权重值；根据权重值确定所述待处理无线接入点信息对应的类别。
- 根据权利要求1所述的方法，其中，所述获取与所述待处理无线接入点信息对应的至少一条兴趣点信息，包括：获取与所述位置信息对应的设定距离内的至少一条兴趣点信息。
- 根据权利要求1所述的方法，其中，所述兴趣点信息包括兴趣点位置信息，以及所述为所述至少一条兴趣点信息中的兴趣点信息设置权重值，包括：对于所述至少一条兴趣点信息中的兴趣点信息，根据该兴趣点信息包含的兴趣点位置信息和所述位置信息获取该兴趣点信息对应的兴趣点与所述待处理的无线接入点之间的距离信息；根据距离信息设置兴趣点的权重值。
- 根据权利要求3所述的方法，其中，所述根据距离信息设置兴趣点的权重值，包括：根据距离信息计算所述至少一条兴趣点信息中的兴趣点信息对应的兴趣点与所述待处理的无线接入点之间的距离总和；根据距离信息和距离总和计算所述至少一条兴趣点信息中的每个兴趣点信息对应的兴趣点的权重值。
- 根据权利要求4所述的方法，其中，所述根据距离信息和距离总和计算所述至少一条兴趣点信息中的每个兴趣点信息对应的兴趣点的权重值，包括：按照从小到大的顺序对距离信息对应的距离值进行排序得到距离序列；根据所述距离序列和所述距离总和计算得到对应所述距离序列的初始权重值序列；按照从大到小的顺序对所述初始权重值序列中的权重值排序得到目标权重值序列；将所述目标权重值序列和所述距离序列中排序相同的权重值和距离值建立对应关系，并将权重值设置为与该权重值具有所述对应关系的距离值对应的兴趣点的权重值。
- 根据权利要求5所述的方法，其中，所述兴趣点信息包括兴趣点类别，以及所述根据权重值确定所述待处理无线接入点信息对应的类别，包括：按照所述兴趣点类别将所述至少一条兴趣点信息划分为至少一个兴趣点信息集合；对于所述至少一个兴趣点信息集合中的兴趣点信息集合，根据该兴趣点信息集合中每个兴趣点信息对应的距离信息和权重值计算该兴趣点信息集合的距离权重值；将距离权重值最大的兴趣点信息集合对应的兴趣点类别作为所述待处理无线接入点信息的类别。
- 根据权利要求1所述的方法，其中，所述方法还包括：接收终端设备发来的至少一个无线接入点的标识信息；根据所述标识信息，查询所述至少一个无线接入点的类别；将成功查询到的类别和对应的无线接入点的标识信息发送给所述终端设备。
- 根据权利要求7所述的方法，其中，该方法还包括：响应于所述至少一个无线接入点信息中存在未查询到类别的无线接入点，将该无线接入点作为所述待处理的无线接入点。
- 一种用于确定无线接入点的类别的方法，用于终端设备，所述方法包括：获取至少一个无线接入点的标识信息；将标识信息发送给网络设备；接收所述网络设备反馈的所述至少一个无线接入点中的至少部分无线接入点的类别；响应于所述至少一个无线接入点中存在网络设备未反馈类别的无线接入点，识别所述至少一个无线接入点中与所述未反馈类别的无线接入点相似的无线接入点，并基于所述相似的无线接入点的类别或数量，确定该未反馈类别的无线接入点的类别。
- 一种网络设备，包括：一个或多个处理器；存储装置，其上存储有一个或多个程序；当所述一个或多个程序被所述一个或多个处理器执行，使得所述一个或多个处理器实现如权利要求1-8所述的方法。
- 一种终端设备，包括：一个或多个处理器；存储装置，其上存储有一个或多个程序；当所述一个或多个程序被所述一个或多个处理器执行，使得所述一个或多个处理器实现如权利要求9所述的方法。
- 一种计算机可读介质，其上存储有计算机程序，所述计算机程序被处理器执行时实现如权利要求1-8中任一所述的方法。
- 一种计算机可读介质，其上存储有计算机程序，所述计算机程 序被处理器执行时实现如权利要求9所述的方法。
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| CN109951330B (zh) * | 2019-03-14 | 2022-02-22 | 深圳力维智联技术有限公司 | 一种自动识别设备类型的管理方法及通讯管理机 |
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| CN110809309B (zh) * | 2019-11-15 | 2022-02-22 | 北京三快在线科技有限公司 | 接入点的识别方法、装置及存储介质 |
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| CN106844376B (zh) * | 2015-12-03 | 2020-03-03 | 高德软件有限公司 | 推荐兴趣点的方法及装置 |
| CN107133689B (zh) * | 2017-04-19 | 2021-05-25 | 清华大学深圳研究生院 | 一种位置标记方法 |
| CN107391543B (zh) * | 2017-05-24 | 2020-08-14 | 阿里巴巴集团控股有限公司 | 一种无线热点的类型识别方法和装置 |
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| CN102572736A (zh) * | 2012-01-05 | 2012-07-11 | 中国联合网络通信集团有限公司 | 热点信息的查询和发送方法、装置和系统 |
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| CN107708185A (zh) * | 2017-10-09 | 2018-02-16 | 上海连尚网络科技有限公司 | 信息生成方法和设备 |
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