技术领域Technical Field
本申请涉及数据处理领域，尤其涉及电子地图、云计算以及云平台领域。The present application relates to the field of data processing, and in particular to the fields of electronic maps, cloud computing, and cloud platforms.
背景技术Background Art
兴趣点建设是电子地图中的一个重要环节，通过丰富电子地图中的兴趣点，可以使得用户使用电子地图时能够快速的检索到目标位置。而为了使电子地图以更精确、更全面的方式向用户展示真实世界，需要保证兴趣点的名称、位置以及状态的准确性。Points of interest construction is an important part of electronic maps. By enriching the points of interest in electronic maps, users can quickly retrieve the target location when using electronic maps. In order to make electronic maps show the real world to users in a more accurate and comprehensive way, it is necessary to ensure the accuracy of the name, location and status of the points of interest.
发明内容Summary of the invention
本申请提供了一种关联兴趣点的方法、装置及确定兴趣点状态的方法、装置。The present application provides a method and device for associating points of interest and a method and device for determining the status of points of interest.
根据本申请的一方面，提供了一种关联兴趣点的方法，包括：According to one aspect of the present application, a method for associating points of interest is provided, comprising:
根据从各移动终端获取的无线信号的信息和各移动终端的终端位置信息，确定各无线信号的信号源位置信息；Determine the signal source location information of each wireless signal according to the wireless signal information obtained from each mobile terminal and the terminal location information of each mobile terminal;
根据各无线信号的信号源位置信息，确定地图中各目标兴趣点周围预设区域内包含的无线信号；Determine the wireless signals contained in the preset area around each target point of interest in the map according to the signal source location information of each wireless signal;
将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号；Aggregate the wireless signals contained in the preset area around each target point of interest, and determine the target wireless signals whose occurrence frequency exceeds the threshold;
将目标无线信号与各目标兴趣点关联。The target wireless signal is associated with each target point of interest.
根据本申请的另一方面，提供了一种确定兴趣点状态的方法，包括：According to another aspect of the present application, a method for determining a state of a point of interest is provided, comprising:
获取地图中目标兴趣点关联的目标无线信号，其中，目标兴趣点是通过关联兴趣点的方法实现的与目标无线信号进行关联；Acquire a target wireless signal associated with a target point of interest in the map, wherein the target point of interest is associated with the target wireless signal by a method of associating points of interest;
在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效。In the case where it is detected that the target wireless signal is in an invalid state within a preset time period, it is determined whether the state of the target point of interest is valid.
根据本申请的另一方面，提供了一种关联兴趣点的装置，包括：According to another aspect of the present application, a device for associating points of interest is provided, including:
第一确定模块，用于根据从各移动终端获取的无线信号的信息和各移动终端的终端位置信息，确定各无线信号的信号源位置信息；A first determination module, configured to determine the signal source location information of each wireless signal according to the wireless signal information obtained from each mobile terminal and the terminal location information of each mobile terminal;
第二确定模块，用于根据各无线信号的信号源位置信息，确定地图中各目标兴趣点周围预设区域内包含的无线信号；A second determination module is used to determine the wireless signals contained in a preset area around each target point of interest in the map according to the signal source location information of each wireless signal;
第三确定模块，用于将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号；A third determination module is used to aggregate the wireless signals contained in the preset area around each target point of interest, and determine the target wireless signal whose occurrence frequency exceeds the threshold;
关联模块，用于将目标无线信号与各目标兴趣点关联。The association module is used to associate the target wireless signal with each target point of interest.
根据本申请的另一方面，提供了一种确定兴趣点状态的装置，包括：According to another aspect of the present application, there is provided a device for determining a state of a point of interest, comprising:
获取模块，用于获取地图中目标兴趣点关联的目标无线信号，其中，目标兴趣点是通过关联兴趣点的方法实现的与目标无线信号进行关联；An acquisition module, used for acquiring a target wireless signal associated with a target point of interest in a map, wherein the target point of interest is associated with the target wireless signal by a method of associating the point of interest;
确定模块，用于在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效。The determination module is used to determine whether the state of the target point of interest is valid when it is detected that the target wireless signal is in an invalid state within a preset time period.
根据本申请的另一方面，提供了一种电子设备，电子设备的功能可以通过硬件实现，也可以通过硬件执行响应的软件实现。硬件或软件包括一个或多个与上述功能相对应的模块。According to another aspect of the present application, an electronic device is provided, the functions of which can be implemented by hardware or by software executing a response of the hardware. The hardware or software includes one or more modules corresponding to the above functions.
根据本申请的另一方面，提供了一种计算机程序产品，包括计算机程序，所述计算机程序在被处理器执行时实现如上所述的方法。According to another aspect of the present application, a computer program product is provided, comprising a computer program, wherein the computer program implements the method described above when executed by a processor.
在一个可能的设计中，电子设备的结构中包括处理器和存储器，存储器用于存储支持电子设备执行上述关联兴趣点和/或确定兴趣点状态的方法的程序，处理器被配置为用于执行存储器中存储的程序。电子设备还可以包括通信接口，用于与其他设备或通信网络通信。In one possible design, the structure of the electronic device includes a processor and a memory, the memory is used to store a program that supports the electronic device to execute the above-mentioned method of associating points of interest and/or determining the state of points of interest, and the processor is configured to execute the program stored in the memory. The electronic device may also include a communication interface for communicating with other devices or a communication network.
根据本申请的另一方面，提供了一种存储有计算机指令的非瞬时计算机可读存储介质，用于存储电子设备及电子设备所用的计算机软件指令，其包括用于执行上述关联兴趣点和/或确定兴趣点状态的方法所涉及的程序。According to another aspect of the present application, a non-transitory computer-readable storage medium storing computer instructions is provided for storing electronic devices and computer software instructions used by the electronic devices, including programs involved in executing the above-mentioned method of associating points of interest and/or determining the status of points of interest.
本申请实施例能够实现准确的将兴趣点与对应的无线信号进行关联。The embodiments of the present application can achieve accurate association of points of interest with corresponding wireless signals.
应当理解，本部分所描述的内容并非旨在标识本申请的实施例的关键或重要特征，也不用于限制本申请的范围。本申请的其它特征将通过以下的说明书而变得容易理解。It should be understood that the content described in this section is not intended to identify the key or important features of the embodiments of the present application, nor is it intended to limit the scope of the present application. Other features of the present application will become easily understood through the following description.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
附图用于更好地理解本方案，不构成对本申请的限定。其中：The accompanying drawings are used to better understand the present solution and do not constitute a limitation of the present application.
图1是根据本申请实施例的关联兴趣点的方法的实现流程示意图；FIG1 is a schematic diagram of an implementation flow of a method for associating points of interest according to an embodiment of the present application;
图2是根据本申请另一实施例的关联兴趣点的方法的实现流程示意图；FIG2 is a schematic diagram of an implementation flow of a method for associating points of interest according to another embodiment of the present application;
图3是根据本申请另一实施例的关联兴趣点的方法的实现流程示意图；FIG3 is a schematic diagram of an implementation flow of a method for associating points of interest according to another embodiment of the present application;
图4是根据本申请另一实施例的关联兴趣点的方法的实现流程示意图；FIG4 is a schematic diagram of an implementation flow of a method for associating points of interest according to another embodiment of the present application;
图5是根据本申请另一实施例的关联兴趣点的方法的实现流程示意图；FIG5 is a schematic diagram of an implementation flow of a method for associating points of interest according to another embodiment of the present application;
图6是根据本申请另一实施例的关联兴趣点的方法的实现流程示意图；FIG6 is a schematic diagram of an implementation flow of a method for associating points of interest according to another embodiment of the present application;
图7是根据本申请实施例的确定兴趣点状态的方法的实现流程示意图；FIG7 is a schematic diagram of an implementation flow of a method for determining the state of a point of interest according to an embodiment of the present application;
图8是根据本申请另一实施例的确定兴趣点状态的方法的实现流程示意图；FIG8 is a schematic diagram of an implementation flow of a method for determining the state of a point of interest according to another embodiment of the present application;
图9是根据本申请实施例的关联兴趣点的装置的结构示意图；FIG9 is a schematic diagram of the structure of an apparatus for associating points of interest according to an embodiment of the present application;
图10是根据本申请实施例的确定兴趣点状态的装置的结构示意图；FIG10 is a schematic diagram of the structure of an apparatus for determining the state of a point of interest according to an embodiment of the present application;
图11是用来实现本申请实施例的关联兴趣点和/或确定兴趣点状态的方法的电子设备的框图。FIG. 11 is a block diagram of an electronic device for implementing the method of associating points of interest and/or determining the status of points of interest according to an embodiment of the present application.
具体实施方式DETAILED DESCRIPTION
以下结合附图对本申请的示范性实施例做出说明，其中包括本申请实施例的各种细节以助于理解，应当将它们认为仅仅是示范性的。因此，本领域普通技术人员应当认识到，可以对这里描述的实施例做出各种改变和修改，而不会背离本申请的范围和精神。同样，为了清楚和简明，以下的描述中省略了对公知功能和结构的描述。The following is a description of exemplary embodiments of the present application in conjunction with the accompanying drawings, including various details of the embodiments of the present application to facilitate understanding, which should be considered as merely exemplary. Therefore, it should be recognized by those of ordinary skill in the art that various changes and modifications can be made to the embodiments described herein without departing from the scope and spirit of the present application. Similarly, for the sake of clarity and conciseness, the description of well-known functions and structures is omitted in the following description.
根据本申请的实施例，如图1所示，本申请提供了一种关联兴趣点的方法，包括：According to an embodiment of the present application, as shown in FIG1 , the present application provides a method for associating points of interest, including:
S10：根据从各移动终端获取的无线信号的信息和各移动终端的终端位置信息，确定各无线信号的信号源位置信息。S10: Determine the signal source location information of each wireless signal based on the wireless signal information obtained from each mobile terminal and the terminal location information of each mobile terminal.
移动终端可以包括现有技术中的任意设备，能够实现电子地图的使用即可。例如，移动终端可以是手机、智能手表、计算机、平板电脑、智能音箱等。The mobile terminal may include any device in the prior art that can realize the use of the electronic map. For example, the mobile terminal may be a mobile phone, a smart watch, a computer, a tablet computer, a smart speaker, etc.
从移动终端获取的无线信号的信息，可以理解为从移动终端回传的信息中获取的无线信号的信息，也可以理解为从移动终端中主动获取的无线信号的信息。The wireless signal information obtained from the mobile terminal can be understood as the wireless signal information obtained from the information returned by the mobile terminal, and can also be understood as the wireless signal information actively obtained from the mobile terminal.
从移动终端获取的无线信号可以包括移动终端当前连接的无线信号，也可以包括移动终端扫描到的无线信号。移动终端获取的无线信号可以是一个也可以是多个，在此不做具体限定。步骤S10中利用的各移动终端获取的无线信号，可以是某一时间段内各移动终端获取的无线信号。例如，各移动终端获取的无线信号可以是同一天或同一周内获取的。The wireless signal acquired from the mobile terminal may include the wireless signal currently connected to the mobile terminal, and may also include the wireless signal scanned by the mobile terminal. The wireless signal acquired by the mobile terminal may be one or more, which is not specifically limited here. The wireless signal acquired by each mobile terminal used in step S10 may be the wireless signal acquired by each mobile terminal within a certain time period. For example, the wireless signals acquired by each mobile terminal may be acquired on the same day or the same week.
无线信号可以包括Wi-Fi(无线上网)、蓝牙、Zigbee(紫蜂协议)等任意无线通信技术生成的信号。Wireless signals may include signals generated by any wireless communication technology such as Wi-Fi (wireless Internet access), Bluetooth, Zigbee (Zigbee protocol), etc.
无线信号的信息可以包括无线信号的ssid(Service Set Identifier，服务集标识符)、无线信号的mac(Media Access Control Address，媒体存取控制位址)地址、无线信号的状态(移动终端连接的无线信号，还是移动终端扫描到的无线信号)等与无线信号相关的任何信息。The information of the wireless signal may include the SSID (Service Set Identifier) of the wireless signal, the MAC (Media Access Control Address) address of the wireless signal, the status of the wireless signal (the wireless signal connected to the mobile terminal or the wireless signal scanned by the mobile terminal), and any other information related to the wireless signal.
移动终端的终端位置信息可以通过GPS(Global Positioning System，全球定位系统)确定，也可以通过基站确定，只要能够表示移动终端在地图中的位置即可。地图可以理解为电子地图。The terminal location information of the mobile terminal can be determined by GPS (Global Positioning System) or by a base station, as long as the location of the mobile terminal in the map can be indicated. The map can be understood as an electronic map.
目标无线信号的信号源可以理解为发射该目标无线信号的设备。信号源位置信息可以理解为目标无线信号的信号源的GPS信息或在地图中的位置信息。The signal source of the target wireless signal can be understood as the device that transmits the target wireless signal. The signal source location information can be understood as the GPS information of the signal source of the target wireless signal or the location information in the map.
S20：根据各无线信号的信号源位置信息，确定地图中各目标兴趣点周围预设区域内包含的无线信号。S20: Determine the wireless signals contained in a preset area around each target point of interest in the map according to the signal source location information of each wireless signal.
目标兴趣点可以理解为商铺、商场、建筑等在地图中生成的兴趣点。目标兴趣点可以根据需要进行选择和调整。各目标兴趣点可以为同一个商家在不同位置对应的店铺，也可以理解为同一商家旗下的所有不同品牌在地图中各个位置对应的店铺。The target points of interest can be understood as points of interest generated in the map such as shops, shopping malls, and buildings. The target points of interest can be selected and adjusted as needed. Each target point of interest can be a store corresponding to the same merchant at a different location, or can be understood as a store corresponding to all different brands of the same merchant at each location in the map.
目标兴趣点周围预设范围的大小可以根据需要进行选择和调整。The size of the preset range around the target point of interest can be selected and adjusted as needed.
S30：将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号。S30: Aggregate the wireless signals contained in the preset area around each target point of interest, and determine the target wireless signals whose occurrence frequency exceeds the threshold.
将各目标兴趣点周围预设区域内包含的无线信号进行聚合可以理解为，将不同目标兴趣点周围预设区域内包含的相同无线信号进行融合去重。相同无线信号可以为无线信号的ssid相同的信号，还可以为无线信号的名称相同的信号。Aggregating the wireless signals contained in the preset area around each target point of interest can be understood as fusing and deduplicating the same wireless signals contained in the preset area around different target points of interest. The same wireless signal can be a signal with the same SSID of the wireless signal, or a signal with the same name of the wireless signal.
出现频次的阈值可以根据需要进行选择和调整。例如，如果出现频次的阈值为5次，目标兴趣点的数量为10个时，只要其中六个目标兴趣点周围出现过同一个名称相同的无线信号，则认为该无线信号是目标无线信号。The frequency threshold can be selected and adjusted as needed. For example, if the frequency threshold is 5 times and the number of target interest points is 10, as long as a wireless signal with the same name appears around six of the target interest points, the wireless signal is considered to be the target wireless signal.
S40：将目标无线信号与各目标兴趣点关联。S40: Associating the target wireless signal with each target point of interest.
目标无线信号与各目标兴趣点关联可以理解为，将目标无线信号认定为是目标兴趣点的无线信号。The association of the target wireless signal with each target point of interest may be understood as identifying the target wireless signal as the wireless signal of the target point of interest.
本申请实施例的技术方案涉及数据处理领域，尤其涉及电子地图、云计算以及云平台领域。根据本申请实施例的技术方案可知，通过目标无线信号的出现频次超出阈值，则可以认定该目标无线信号是各个目标兴趣点对应的商家所生成的无线信号。通过本实施例的方式可以不用依赖于无线信号的名称是否与目标兴趣点对应的商家的名称一致，也可以确定无线信号与目标兴趣点的关联。进而解决了将无线信号的名称设置为与目标兴趣点对应的商家的名称完全不同时，无法将该无线信号与目标兴趣点进行关联的问题。The technical solution of the embodiment of the present application relates to the field of data processing, and in particular to the field of electronic maps, cloud computing, and cloud platforms. According to the technical solution of the embodiment of the present application, by the frequency of occurrence of the target wireless signal exceeding the threshold, it can be determined that the target wireless signal is a wireless signal generated by the merchant corresponding to each target point of interest. Through the method of this embodiment, it is possible to determine the association between the wireless signal and the target point of interest without relying on whether the name of the wireless signal is consistent with the name of the merchant corresponding to the target point of interest. This solves the problem of being unable to associate the wireless signal with the target point of interest when the name of the wireless signal is set to be completely different from the name of the merchant corresponding to the target point of interest.
同时，该方式由于是利用用户在使用电子地图时回传的无线信号的信息，因此还能够节省人力成本，解决了人工上报方式的有限性和实地采集方式的时效性问题。At the same time, since this method utilizes the information of wireless signals sent back by users when using electronic maps, it can also save labor costs and solve the problems of the limitations of manual reporting methods and the timeliness of field collection methods.
在一个示例中，关联兴趣点的方法的执行主体可以是电子地图的服务器或云端平台。关联兴趣点的方法可以包括：In one example, the execution subject of the method of associating points of interest may be a server or a cloud platform of the electronic map. The method of associating points of interest may include:
电子地图响应于移动终端的触发指令后，将移动终端的终端位置信息和获取的无线信号的信息回传至电子地图的服务器。After responding to the triggering instruction of the mobile terminal, the electronic map transmits the terminal location information of the mobile terminal and the acquired wireless signal information back to the server of the electronic map.
服务器根据各移动终端获取的无线信号的信息和各移动终端的终端位置信息，确定各无线信号的信号源位置信息。The server determines the signal source location information of each wireless signal according to the wireless signal information acquired by each mobile terminal and the terminal location information of each mobile terminal.
服务器根据各无线信号的信号源位置信息，确定地图中各目标兴趣点周围预设区域内包含的无线信号。The server determines the wireless signals contained in the preset area around each target point of interest in the map according to the signal source location information of each wireless signal.
服务器将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号。The server aggregates the wireless signals contained in the preset area around each target point of interest, and determines the target wireless signals whose occurrence frequency exceeds the threshold.
服务器将目标无线信号与各目标兴趣点关联，并将关联关系信息存储到地图中，以供通过地图可以查看目标兴趣点对应的目标无线信号的状态。例如，当目标无线信号状态为失效时，则可能是失效的目标无线信号对应的目标兴趣点的商家已经停业。The server associates the target wireless signal with each target point of interest and stores the association information in a map so that the status of the target wireless signal corresponding to the target point of interest can be viewed through the map. For example, when the target wireless signal status is invalid, it may be that the merchant at the target point of interest corresponding to the invalid target wireless signal has closed down.
在一个示例中，无线信号为Wi-Fi信号，目标兴趣点为商家A开设在B市各区的连锁店铺。关联兴趣点的方法可以包括：In one example, the wireless signal is a Wi-Fi signal, and the target point of interest is a chain store opened by merchant A in various districts of city B. The method of associating the point of interest may include:
服务器根据各用户使用电子地图时移动终端获取的Wi-Fi信号的信息和各移动终端的GPS信息，确定各Wi-Fi信号的信号源位置信息。The server determines the signal source location information of each Wi-Fi signal based on the information of the Wi-Fi signal acquired by the mobile terminal when each user uses the electronic map and the GPS information of each mobile terminal.
服务器根据各Wi-Fi信号的信号源位置信息，确定地图中商家A的各店铺对应的目标兴趣点周围预设区域内包含的移动终端获取的Wi-Fi信号。其中，位于北区的目标兴趣点周围包含移动终端获取的Wi-Fi信号“sjA”、“hkjj”、“火锅”。位于东区的目标兴趣点周围包含移动终端获取的Wi-Fi信号“sjA”、“jasdsdw”、“地铁”。位于南区的目标兴趣点周围包含移动终端获取的Wi-Fi信号“sjA”、“5345”、“练歌房”。位于西区的目标兴趣点周围包含移动终端获取的Wi-Fi信号“hkjj123”、“四川火锅”。The server determines the Wi-Fi signals acquired by the mobile terminal within the preset area around the target points of interest corresponding to each store of Merchant A in the map based on the signal source location information of each Wi-Fi signal. Among them, the target points of interest located in the North District are surrounded by the Wi-Fi signals "sjA", "hkjj", and "hot pot" acquired by the mobile terminal. The target points of interest located in the East District are surrounded by the Wi-Fi signals "sjA", "jasdsdw", and "subway" acquired by the mobile terminal. The target points of interest located in the South District are surrounded by the Wi-Fi signals "sjA", "5345", and "Karaoke room" acquired by the mobile terminal. The target points of interest located in the West District are surrounded by the Wi-Fi signals "hkjj123" and "Sichuan hot pot" acquired by the mobile terminal.
服务器将各目标兴趣点周围预设区域内包含的Wi-Fi信号进行聚合，从中确定出Wi-Fi信号“sjA”出现了三次超出阈值次数两次，因此将Wi-Fi信号“sjA”作为目标Wi-Fi。The server aggregates the Wi-Fi signals contained in the preset area around each target point of interest, and determines that the Wi-Fi signal "sjA" appears three times and exceeds the threshold twice, so the Wi-Fi signal "sjA" is used as the target Wi-Fi.
服务器将Wi-Fi信号“sjA”与商家A的各店铺对应的目标兴趣点关联。The server associates the Wi-Fi signal "sjA" with the target points of interest corresponding to each store of merchant A.
在一个示例中，关联兴趣点的方法，还包括：In one example, the method for associating points of interest further includes:
根据预设关键词，从地图中筛选出目标兴趣点。Filter target points of interest from the map based on preset keywords.
关键词可以是与目标兴趣点及对应的商家相关的任意词语，在此不做具体限定。Keywords may be any words related to the target point of interest and the corresponding merchant, and are not specifically limited here.
在一种实施方式中，如图2所示，本申请实施例的关联兴趣点的方法，包括上述步骤S10至S40，其中，S10：根据从各移动终端获取的无线信号的信息和各移动终端的终端位置信息，确定各无线信号的信号源位置信息，可以进一步包括：In one embodiment, as shown in FIG. 2 , the method for associating points of interest in an embodiment of the present application includes the above steps S10 to S40, wherein S10: determining the signal source location information of each wireless signal according to the information of the wireless signal obtained from each mobile terminal and the terminal location information of each mobile terminal, may further include:
S11；根据各无线信号的标识信息，将各无线信号进行聚合。S11: Aggregate the wireless signals according to their identification information.
标识信息可以理解为可以唯一识别是该无线信号身份的信息。例如，表示信息可以是无线信号对应的mac地址。The identification information can be understood as information that can uniquely identify the identity of the wireless signal. For example, the identification information can be the MAC address corresponding to the wireless signal.
将各移动终端获取的无线信号进行聚合可以理解为将各移动终端获取的相同无线信号进行去重。例如，移动终端A获取的无线信号为无线信号a、无线信号b、无线信号c。移动终端B获取的无线信号为无线信号a、无线信号b、无线信号d，则利用标识信息将移动终端A和移动终端B中的无线信号a、无线信号b聚合。从而防止不同移动终端在邻近位置获取到的同一个无线信号在后续被重复计算两次。Aggregating the wireless signals acquired by each mobile terminal can be understood as deduplicating the same wireless signals acquired by each mobile terminal. For example, the wireless signals acquired by mobile terminal A are wireless signal a, wireless signal b, and wireless signal c. The wireless signals acquired by mobile terminal B are wireless signal a, wireless signal b, and wireless signal d. Then, the wireless signals a and wireless signal b in mobile terminal A and mobile terminal B are aggregated using identification information. This prevents the same wireless signal acquired by different mobile terminals at adjacent locations from being counted twice in the subsequent calculation.
S12；根据聚合后的每个无线信号对应的移动终端的终端位置信息，确定聚合后的每个无线信号的信号源位置信息。S12: Determine the signal source location information of each aggregated wireless signal according to the terminal location information of the mobile terminal corresponding to each aggregated wireless signal.
聚合后的每个无线信号对应的移动终端的数量可以理解为，聚合后的每个无线信号是被哪些移动终端当时获取到的。例如，聚合后的各无线信号对应的移动终端的数量可以包括：聚合后的每个无线信号被哪些移动终端所连接，或聚合后的每个无线信号被哪些移动终端所扫描到。The number of mobile terminals corresponding to each aggregated wireless signal can be understood as which mobile terminals acquired each aggregated wireless signal at that time. For example, the number of mobile terminals corresponding to each aggregated wireless signal may include: which mobile terminals are connected to each aggregated wireless signal, or which mobile terminals scan each aggregated wireless signal.
在一个示例中，基于目标无线信号对应的多个移动终端的终端位置信息，确定目标无线信号的信号源位置信息，可以包括：In an example, determining the signal source location information of the target wireless signal based on the terminal location information of multiple mobile terminals corresponding to the target wireless signal may include:
基于各移动终端的终端位置信息计算平均值，得到目标无线信号的信号源位置信息。The average value is calculated based on the terminal location information of each mobile terminal to obtain the signal source location information of the target wireless signal.
在本实施例中，利用目标无线信号对应的多个移动终端的终端位置信息，可以更加准确的得到目标无线信号的信号源位置信息。In this embodiment, the signal source location information of the target wireless signal can be obtained more accurately by using the terminal location information of multiple mobile terminals corresponding to the target wireless signal.
在一种实施方式中，如图3所示，本申请实施例的关联兴趣点的方法，包括上述步骤S10至S40，其中，S20：根据各无线信号的信号源位置信息，确定地图中各目标兴趣点周围预设区域内包含的无线信号，包括：In one embodiment, as shown in FIG. 3 , the method for associating points of interest in an embodiment of the present application includes the above steps S10 to S40, wherein S20: determining the wireless signals contained in a preset area around each target point of interest in the map according to the signal source location information of each wireless signal, includes:
S21：在地图中确定与目标对象对应的各目标兴趣点。S21: Determine target points of interest corresponding to the target object in the map.
目标对象可以理解为某一个商家。目标对象对应的各目标兴趣点可以理解为该商家旗下的各个连锁商铺对应的兴趣点。The target object can be understood as a certain merchant, and the target points of interest corresponding to the target object can be understood as points of interest corresponding to the chain stores under the merchant.
S22：根据各无线信号的信号源位置信息，确定各无线信号的信号源在地图中的位置。S22: Determine the position of the signal source of each wireless signal in the map according to the signal source position information of each wireless signal.
S23：根据各无线信号的信号源在地图中的位置，确定地图中各目标兴趣点周围预设区域内包含的无线信号。S23: Determine the wireless signals contained in a preset area around each target point of interest in the map according to the position of the signal source of each wireless signal in the map.
在本实施例中，通过确定各无线信号的信号源在地图中的位置，可以更加精准的确定目标兴趣点周围所包含的无线信号。In this embodiment, by determining the position of the signal source of each wireless signal in the map, the wireless signals contained around the target point of interest can be determined more accurately.
在一种实施方式中，如图4所示，本申请实施例的关联兴趣点的方法，包括上述步骤S10至S40，其中，S30：将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号，包括：In one embodiment, as shown in FIG. 4 , the method for associating points of interest in an embodiment of the present application includes the above steps S10 to S40, wherein S30: aggregating wireless signals contained in a preset area around each target point of interest, and determining a target wireless signal whose occurrence frequency exceeds a threshold, including:
S31：根据无线信号名称信息，将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号。S31: According to the wireless signal name information, the wireless signals contained in the preset area around each target point of interest are aggregated to determine the target wireless signal whose occurrence frequency exceeds a threshold.
根据无线信号名称信息，将各目标兴趣点周围预设区域内包含的无线信号进行聚合可以理解为，将名称相同的无线信号认为是同一个无线信号。Aggregating the wireless signals contained in the preset area around each target point of interest according to the wireless signal name information can be understood as considering the wireless signals with the same name as the same wireless signal.
在本实施例中，通过无线信号名称信息，可以准确的对无线信号进行聚合。同时，由于同一个商家通常会将无线信号的名称统一设置，因此即便无线信号的名称与商家名称不一致，通过出现频次也能够确定出该无线信号是否为与商家店铺对应的兴趣点有关的无线信号。In this embodiment, the wireless signals can be accurately aggregated through the wireless signal name information. At the same time, since the same merchant usually sets the wireless signal name uniformly, even if the wireless signal name is inconsistent with the merchant name, the frequency of occurrence can be used to determine whether the wireless signal is a wireless signal related to the point of interest corresponding to the merchant's store.
在一种实施方式中，S31：根据无线信号名称信息，将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号，还可以进一步包括：In one implementation, S31: aggregating wireless signals contained in a preset area around each target point of interest according to the wireless signal name information, and determining a target wireless signal whose occurrence frequency exceeds a threshold, may further include:
根据无线信号名称信息，将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的预选无线信号。According to the wireless signal name information, the wireless signals contained in the preset area around each target point of interest are aggregated to determine the pre-selected wireless signals whose occurrence frequency exceeds the threshold.
根据预选无线信号对应的移动终端数量，从各预选无线信号中确定出目标无线信号。According to the number of mobile terminals corresponding to the pre-selected wireless signals, a target wireless signal is determined from the pre-selected wireless signals.
在本实施例中，通过无线信号对应的移动终端数量，可以确定出该无线信号是否被众多用户使用过。只有对外开放且被众多用户连接过的无线信号，其才有可能对应着一个商家或店铺。因此可以更加准去的确定出目标无线信号。In this embodiment, the number of mobile terminals corresponding to the wireless signal can be used to determine whether the wireless signal has been used by many users. Only wireless signals that are open to the public and have been connected by many users may correspond to a merchant or store. Therefore, the target wireless signal can be determined more accurately.
在一种实施方式中，如图5所示，本申请实施例的关联兴趣点的方法，包括上述步骤S10至S40，还包括：In one implementation, as shown in FIG5 , the method for associating points of interest in the embodiment of the present application includes the above steps S10 to S40, and further includes:
S50：在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效。S50: When it is detected that the target wireless signal is in an invalid state within a preset time period, determining whether the state of the target point of interest is valid.
预设时间段可以根据需要进行选择和调整。例如，如果目标无线信号在半个月或一个月内均处于无法连接状态，则认为其处于失效状态。The preset time period can be selected and adjusted as needed. For example, if the target wireless signal is in a state of being unable to connect for half a month or a month, it is considered to be in an invalid state.
通常兴趣点对应的商家关闭后，其对应的无线信号也会随之消失，因此通过目标无线信号的连接状态也可以辅助判断商家对应的目标兴趣点是否也可能失效。Usually, when the merchant corresponding to a point of interest is closed, its corresponding wireless signal will also disappear. Therefore, the connection status of the target wireless signal can also assist in determining whether the target point of interest corresponding to the merchant may also be invalid.
在一种实施方式中，如图6所示，本申请实施例的关联兴趣点的方法，包括上述步骤S10至S50，其中，S50：在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效，可以进一步包括：In one embodiment, as shown in FIG. 6 , the method for associating points of interest in an embodiment of the present application includes the above steps S10 to S50, wherein S50: when it is detected that the target wireless signal is in an invalid state within a preset time period, determining whether the state of the target point of interest is valid may further include:
S51：在检测到目标无线信号在预设时间段内处于失效状态的情况下，根据预设数据源中目标兴趣点的数据信息，确定目标兴趣点的状态是否有效。S51: When it is detected that the target wireless signal is in an invalid state within a preset time period, determining whether the state of the target point of interest is valid according to data information of the target point of interest in a preset data source.
预设数据源可以理解为能够获取目标兴趣点对应商家的资讯的任意数据源。例如，预设数据源可以是云端。The preset data source can be understood as any data source that can obtain information about the merchant corresponding to the target point of interest. For example, the preset data source can be the cloud.
在本实施例中，通过预设数据源可以更进一步的确认在目标无线信号失效的情况下，对应的目标兴趣点是否有效。In this embodiment, the preset data source can be used to further confirm whether the corresponding target point of interest is valid when the target wireless signal fails.
在一个示例中，当检测到商家A对应的目标兴趣点所关联的目标无线信号无法连接时，可以通过预设数据源查询该目标兴趣点对应的商家A是否还在继续营业。若查询到该商家A已经关店，则可以确认失效的无线信号所关联的目标兴趣点可以从地图中删除。In one example, when it is detected that the target wireless signal associated with the target point of interest corresponding to merchant A cannot be connected, the preset data source can be used to query whether the merchant A corresponding to the target point of interest is still in business. If it is found that the merchant A has closed, it can be confirmed that the target point of interest associated with the invalid wireless signal can be deleted from the map.
在一个示例中，无线信号为Wi-Fi信号。兴趣点关联方法包括：In one example, the wireless signal is a Wi-Fi signal. The method for associating a point of interest includes:
用户回传的信息包括使用GPS定位的坐标以及用户手机扫描到和连接的Wi-Fi信息，Wi-Fi信息包含Wi-Fi的SSID(Wi-Fi的名字)和Wi-Fi的mac地址(Wi-Fi的设备标识)。将每天的Wi-Fi信息根据Wi-Fi的mac地址维度进行聚合，将同一个mac地址的Wi-Fi数据下不同用户回传的坐标算平均值，得到聚合后的Wi-Fi坐标。进一步通过用户ID去重并计数，得到同一个mac地址对应Wi-Fi下独立的连接用户数以及独立的扫描用户数。The information sent back by the user includes the coordinates located by GPS and the Wi-Fi information scanned and connected by the user's mobile phone. The Wi-Fi information includes the Wi-Fi SSID (the name of the Wi-Fi) and the Wi-Fi MAC address (the device identifier of the Wi-Fi). The daily Wi-Fi information is aggregated according to the Wi-Fi MAC address dimension, and the coordinates sent back by different users under the Wi-Fi data of the same MAC address are averaged to obtain the aggregated Wi-Fi coordinates. Further deduplication and counting are performed through user ID to obtain the number of independent connected users and independent scanning users under the Wi-Fi corresponding to the same MAC address.
最终产出数据分为5列，具体如下：第一列：Wi-Fi的mac地址；第二列：聚合后的Wi-Fi坐标；第三列：当天连接该Wi-Fi的去重用户数；第四列：当天扫描到该Wi-Fi的去重用户数；第五列：Wi-Fi的ssid。获取Wi-Fi数据与兴趣点数据关系：The final output data is divided into 5 columns, as follows: Column 1: Wi-Fi MAC address; Column 2: Aggregated Wi-Fi coordinates; Column 3: Number of deduplicated users connected to the Wi-Fi on the day; Column 4: Number of deduplicated users who scanned the Wi-Fi on the day; Column 5: Wi-Fi SSID. Get the relationship between Wi-Fi data and POI data:
在已经获得了Wi-Fi的信息后，接下来重要的是，如何将电子地图上的兴趣点和现实世界中存在的Wi-Fi正确关联起来。对于Wi-Fi名称与兴趣点名称高度相似部分(如：兴趣点名称为“海底捞”，Wi-Fi名称为“海底捞火锅”)，可以直接利用兴趣点和Wi-Fi的名称和坐标来获取一对相似的兴趣点和Wi-Fi数据作为互相关联的数据。而对于Wi-Fi名称与兴趣点名称无直接关系的部分(如：兴趣点名称为“全季酒店”，Wi-Fi名称为“huazhujihotel”)，则需要对Wi-Fi与商家之间的关系进行识别。由于品牌类数据通常在全国分布范围广泛，且品牌类兴趣点名称和Wi-Fi名称都较统一，因此可以通过这个特征来挖掘这些品牌类数据可能对应的Wi-Fi名称。具体方法是：After obtaining the Wi-Fi information, the next important thing is how to correctly associate the points of interest on the electronic map with the Wi-Fi that exists in the real world. For the parts where the Wi-Fi name is highly similar to the point of interest name (such as: the point of interest name is "Haidilao", and the Wi-Fi name is "Haidilao Hotpot"), you can directly use the name and coordinates of the point of interest and Wi-Fi to obtain a pair of similar point of interest and Wi-Fi data as mutually related data. For the parts where the Wi-Fi name has no direct relationship with the point of interest name (such as: the point of interest name is "Quanji Hotel", and the Wi-Fi name is "huazhujihotel"), it is necessary to identify the relationship between Wi-Fi and the merchant. Since brand data is usually widely distributed across the country, and the brand point of interest names and Wi-Fi names are relatively unified, this feature can be used to mine the Wi-Fi names that may correspond to these brand data. The specific method is:
筛选电子地图中全部的品牌数据(是否为品牌数据，可以通过电子地图中的某个特定字段获取)；召回这些数据周围100m内的所有Wi-Fi；针对同一个品牌下的所有兴趣点数据(不同的品牌数据通过不同的品牌标识(brand_id))，获取这些兴趣点周围的所有Wi-Fi并进行聚合，计算每种名称的Wi-Fi在该类品牌相关的兴趣点周围出现的次数；统计次数从大到小排序，筛选出现次数最多的作为该品牌的兴趣点对应的Wi-Fi名称。并建立该品牌下的兴趣点数据与其对应的Wi-Fi之间的关联关系。Filter all brand data in the electronic map (whether it is brand data can be obtained through a specific field in the electronic map); recall all Wi-Fi within 100m around these data; for all point of interest data under the same brand (different brand data are identified by different brand identifiers (brand_id)), obtain all Wi-Fi around these points of interest and aggregate them, calculate the number of times each Wi-Fi name appears around the points of interest related to this brand; sort the statistics from large to small, and select the Wi-Fi name with the most appearances as the corresponding point of interest for this brand. And establish the association between the point of interest data under this brand and its corresponding Wi-Fi.
根据本申请的实施例，如图7所示，本申请提供了一种确定兴趣点状态的方法，包括：According to an embodiment of the present application, as shown in FIG7 , the present application provides a method for determining the state of a point of interest, including:
S100：获取地图中目标兴趣点关联的目标无线信号，其中，目标兴趣点是通过上述任意实施例的关联兴趣点的方法实现的与目标无线信号进行关联。S100: Acquire a target wireless signal associated with a target point of interest in a map, wherein the target point of interest is associated with the target wireless signal by the method for associating a point of interest in any of the above embodiments.
S200：在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效。S200: When it is detected that the target wireless signal is in an invalid state within a preset time period, determining whether the state of the target point of interest is valid.
预设时间段可以根据需要进行选择和调整。例如，如果目标无线信号在半个月或一个月内均处于无法连接状态，则认为其处于失效状态。The preset time period can be selected and adjusted as needed. For example, if the target wireless signal is in a state of being unable to connect for half a month or a month, it is considered to be in an invalid state.
通常兴趣点对应的商家关闭后，其对应的无线信号也会随之消失，因此通过目标无线信号的连接状态也可以辅助判断商家对应的目标兴趣点是否也可能失效。Usually, when the merchant corresponding to a point of interest is closed, its corresponding wireless signal will also disappear. Therefore, the connection status of the target wireless signal can also assist in determining whether the target point of interest corresponding to the merchant may also be invalid.
在一种实施方式中，如图8所示，本申请实施例的确定兴趣点状态的方法，包括上述步骤S100、S200，其中，S200：在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效，可以进一步包括：In one embodiment, as shown in FIG. 8 , the method for determining the state of a point of interest in an embodiment of the present application includes the above steps S100 and S200, wherein S200: when it is detected that the target wireless signal is in an invalid state within a preset time period, determining whether the state of the target point of interest is valid may further include:
S210：在检测到目标无线信号在预设时间段内处于失效状态的情况下，根据预设数据源中目标兴趣点的数据信息，确定目标兴趣点的状态是否有效。S210: When it is detected that the target wireless signal is in an invalid state within a preset time period, determine whether the state of the target point of interest is valid according to data information of the target point of interest in a preset data source.
预设数据源可以理解为能够获取目标兴趣点对应商家的资讯的任意数据源。例如，预设数据源可以是云端。The preset data source can be understood as any data source that can obtain information about the merchant corresponding to the target point of interest. For example, the preset data source can be the cloud.
在本实施例中，通过预设数据源可以更进一步的确认在目标无线信号失效的情况下，对应的目标兴趣点是否有效。In this embodiment, the preset data source can be used to further confirm whether the corresponding target point of interest is valid when the target wireless signal fails.
在一个示例中，当检测到商家A对应的目标兴趣点所关联的目标无线信号无法连接时，可以通过预设数据源查询该目标兴趣点对应的商家A是否还在继续营业。若查询到该商家A已经关店，则可以确认失效的无线信号所关联的目标兴趣点可以从地图中删除。In one example, when it is detected that the target wireless signal associated with the target point of interest corresponding to merchant A cannot be connected, the preset data source can be used to query whether the merchant A corresponding to the target point of interest is still in business. If it is found that the merchant A has closed, it can be confirmed that the target point of interest associated with the invalid wireless signal can be deleted from the map.
根据本申请的实施例，如图9所示，提供了一种关联兴趣点的装置100，包括：According to an embodiment of the present application, as shown in FIG9 , a device 100 for associating points of interest is provided, including:
第一确定模块110，用于根据从各移动终端获取的无线信号的信息和各移动终端的终端位置信息，确定各无线信号的信号源位置信息。The first determining module 110 is used to determine the signal source location information of each wireless signal according to the wireless signal information obtained from each mobile terminal and the terminal location information of each mobile terminal.
第二确定模块120，用于根据各无线信号的信号源位置信息，确定地图中各目标兴趣点周围预设区域内包含的无线信号。The second determination module 120 is used to determine the wireless signals contained in a preset area around each target point of interest in the map according to the signal source location information of each wireless signal.
第三确定模块130，用于将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号。The third determination module 130 is used to aggregate the wireless signals contained in the preset area around each target point of interest, and determine the target wireless signals whose occurrence frequency exceeds the threshold.
关联模块140，用于将目标无线信号与各目标兴趣点关联。The association module 140 is used to associate the target wireless signal with each target point of interest.
在一种实施方式中，第一确定模块110包括：In one implementation, the first determining module 110 includes:
第一聚合子模块，用于根据各无线信号的标识信息，将各无线信号进行聚合。The first aggregation submodule is used to aggregate the wireless signals according to the identification information of the wireless signals.
第一确定子模块，用于根据聚合后的每个无线信号对应的移动终端的终端位置信息，确定聚合后的每个无线信号的信号源位置信息。The first determination submodule is used to determine the signal source location information of each aggregated wireless signal according to the terminal location information of the mobile terminal corresponding to each aggregated wireless signal.
在一种实施方式中，第二确定模块120包括：In one implementation, the second determining module 120 includes:
第二确定子模块，用于在地图中确定与目标对象对应的各目标兴趣点。The second determination submodule is used to determine each target interest point corresponding to the target object in the map.
第三确定子模块，用于根据各无线信号的信号源位置信息，确定各无线信号的信号源在地图中的位置。The third determination submodule is used to determine the position of the signal source of each wireless signal in the map according to the signal source position information of each wireless signal.
第四确定子模块，用于根据各无线信号的信号源在地图中的位置，确定地图中各目标兴趣点周围预设区域内包含的无线信号。The fourth determination submodule is used to determine the wireless signals contained in a preset area around each target point of interest in the map according to the position of the signal source of each wireless signal in the map.
在一种实施方式中，第三确定模块130包括：In one implementation, the third determination module 130 includes:
第二聚合子模块，用于根据无线信号名称信息，将各目标兴趣点周围预设区域内包含的无线信号进行聚合，从中确定出现频次超出阈值的目标无线信号。The second aggregation submodule is used to aggregate the wireless signals contained in the preset area around each target point of interest according to the wireless signal name information, and determine the target wireless signal whose appearance frequency exceeds the threshold.
在一种实施方式中，关联兴趣点的装置100还包括：In one embodiment, the device 100 for associating points of interest further includes:
第四确定模块，用于在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效。The fourth determination module is used to determine whether the state of the target point of interest is valid when it is detected that the target wireless signal is in an invalid state within a preset time period.
在一种实施方式中，第四确定模块包括：In one implementation, the fourth determining module includes:
第五确定子模块，用于在检测到目标无线信号在预设时间段内处于失效状态的情况下，根据预设数据源中目标兴趣点的数据信息，确定目标兴趣点的状态是否有效。The fifth determination submodule is used to determine whether the state of the target point of interest is valid according to the data information of the target point of interest in the preset data source when it is detected that the target wireless signal is in an invalid state within a preset time period.
上述关联兴趣点的装置的功能可以参考上述关联兴趣点的方法的各实施例，在此不再赘述。The functions of the above-mentioned device for associating points of interest may refer to the various embodiments of the above-mentioned method for associating points of interest, which will not be described in detail here.
根据本申请的实施例，如图10所示，提供了一种确定兴趣点状态的装置200，包括：According to an embodiment of the present application, as shown in FIG10 , a device 200 for determining a state of a point of interest is provided, including:
获取模块210，用于获取地图中目标兴趣点关联的目标无线信号，其中，目标兴趣点是通过权利要求1至6任一项的关联兴趣点的方法实现的与目标无线信号进行关联。The acquisition module 210 is used to acquire a target wireless signal associated with a target point of interest in a map, wherein the target point of interest is associated with the target wireless signal by the method for associating a point of interest according to any one of claims 1 to 6.
确定模块220，用于在检测到目标无线信号在预设时间段内处于失效状态的情况下，确定目标兴趣点的状态是否有效。The determination module 220 is used to determine whether the state of the target point of interest is valid when it is detected that the target wireless signal is in an invalid state within a preset time period.
在一种实施方式中，确定模块220包括：In one implementation, the determination module 220 includes:
确定子模块，用于在检测到目标无线信号在预设时间段内处于失效状态的情况下，根据预设数据源中目标兴趣点的数据信息，确定目标兴趣点的状态是否有效。The determination submodule is used to determine whether the state of the target point of interest is valid according to the data information of the target point of interest in the preset data source when it is detected that the target wireless signal is in an invalid state within a preset time period.
上述确定兴趣点状态的装置的功能可以参考上述确定兴趣点状态的方法的各实施例，在此不再赘述。The functions of the above-mentioned device for determining the status of a point of interest may refer to the various embodiments of the above-mentioned method for determining the status of a point of interest, which will not be described in detail here.
根据本申请的实施例，本申请还提供了一种电子设备、一种可读存储介质和一种计算机程序产品。According to an embodiment of the present application, the present application also provides an electronic device, a readable storage medium and a computer program product.
如图11所示，是根据本申请实施例的关联兴趣点和/或确定兴趣点状态的方法的电子设备的框图。电子设备旨在表示各种形式的数字计算机，诸如，膝上型计算机、台式计算机、工作台、个人数字助理、服务器、刀片式服务器、大型计算机、和其它适合的计算机。电子设备还可以表示各种形式的移动装置，诸如，个人数字处理、蜂窝电话、智能电话、可穿戴设备和其它类似的计算装置。本文所示的部件、它们的连接和关系、以及它们的功能仅仅作为示例，并且不意在限制本文中描述的和/或者要求的本申请的实现。As shown in Figure 11, it is a block diagram of an electronic device according to a method for associating points of interest and/or determining the state of points of interest according to an embodiment of the present application. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workbenches, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present application described and/or required herein.
如图11所示，该电子设备包括：一个或多个处理器1001、存储器1002，以及用于连接各部件的接口，包括高速接口和低速接口。各个部件利用不同的总线互相连接，并且可以被安装在公共主板上或者根据需要以其它方式安装。处理器可以对在电子设备内执行的指令进行处理，包括存储在存储器中或者存储器上以在外部输入/输出装置(诸如，耦合至接口的显示设备)上显示GUI的图形信息的指令。在其它实施方式中，若需要，可以将多个处理器和/或多条总线与多个存储器和多个存储器一起使用。同样，可以连接多个电子设备，各个设备提供部分必要的操作(例如，作为服务器阵列、一组刀片式服务器、或者多处理器系统)。图11中以一个处理器1001为例。As shown in Figure 11, the electronic device includes: one or more processors 1001, memory 1002, and interfaces for connecting various components, including high-speed interfaces and low-speed interfaces. The various components are connected to each other using different buses, and can be installed on a common mainboard or installed in other ways as needed. The processor can process instructions executed in the electronic device, including instructions stored in or on the memory to display the graphical information of the GUI on an external input/output device (such as a display device coupled to the interface). In other embodiments, if necessary, multiple processors and/or multiple buses can be used together with multiple memories and multiple memories. Similarly, multiple electronic devices can be connected, and each device provides some necessary operations (for example, as a server array, a group of blade servers, or a multi-processor system). In Figure 11, a processor 1001 is taken as an example.
存储器1002即为本申请所提供的非瞬时计算机可读存储介质。其中，所述存储器存储有可由至少一个处理器执行的指令，以使所述至少一个处理器执行本申请所提供的关联兴趣点和/或确定兴趣点状态的方法。本申请的非瞬时计算机可读存储介质存储计算机指令，该计算机指令用于使计算机执行本申请所提供的关联兴趣点和/或确定兴趣点状态的方法。The memory 1002 is a non-transitory computer-readable storage medium provided in the present application. The memory stores instructions executable by at least one processor to enable the at least one processor to perform the method for associating points of interest and/or determining the state of points of interest provided in the present application. The non-transitory computer-readable storage medium of the present application stores computer instructions, which are used to enable a computer to perform the method for associating points of interest and/or determining the state of points of interest provided in the present application.
存储器1002作为一种非瞬时计算机可读存储介质，可用于存储非瞬时软件程序、非瞬时计算机可执行程序以及模块，如本申请实施例中的关联兴趣点和/或确定兴趣点状态的方法对应的程序指令/模块(例如，附图9所示的第一确定模块110、第二确定模块120和第三确定模块130。附图10所示的获取模块210和确定模块220)。处理器1001通过运行存储在存储器1002中的非瞬时软件程序、指令以及模块，从而执行服务器的各种功能应用以及数据处理，即实现上述方法实施例中的关联兴趣点和/或确定兴趣点状态的方法。The memory 1002, as a non-transient computer-readable storage medium, can be used to store non-transient software programs, non-transient computer executable programs and modules, such as program instructions/modules corresponding to the method for associating points of interest and/or determining the state of points of interest in the embodiments of the present application (for example, the first determination module 110, the second determination module 120 and the third determination module 130 shown in FIG. 9. The acquisition module 210 and the determination module 220 shown in FIG. 10). The processor 1001 executes various functional applications and data processing of the server by running the non-transient software programs, instructions and modules stored in the memory 1002, that is, implements the method for associating points of interest and/or determining the state of points of interest in the above method embodiments.
存储器1002可以包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需要的应用程序；存储数据区可存储根据关联兴趣点和/或确定兴趣点状态的电子设备的使用所创建的数据等。此外，存储器1002可以包括高速随机存取存储器，还可以包括非瞬时存储器，例如至少一个磁盘存储器件、闪存器件、或其他非瞬时固态存储器件。在一些实施例中，存储器1002可选包括相对于处理器1001远程设置的存储器，这些远程存储器可以通过网络连接至关联兴趣点和/或确定兴趣点状态的电子设备。上述网络的实例包括但不限于互联网、企业内部网、局域网、移动通信网及其组合。The memory 1002 may include a program storage area and a data storage area, wherein the program storage area may store an operating system and applications required for at least one function; the data storage area may store data created based on the use of electronic devices associated with points of interest and/or determining the state of points of interest, etc. In addition, the memory 1002 may include a high-speed random access memory, and may also include a non-transient memory, such as at least one disk storage device, a flash memory device, or other non-transient solid-state storage device. In some embodiments, the memory 1002 may optionally include a memory remotely arranged relative to the processor 1001, and these remote memories may be connected to the electronic devices associated with points of interest and/or determining the state of points of interest via a network. Examples of the above-mentioned network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and combinations thereof.
关联兴趣点和/或确定兴趣点状态的方法的电子设备还可以包括：输入装置1003和输出装置1004。处理器1001、存储器1002、输入装置1003和输出装置1004可以通过总线或者其他方式连接，图11中以通过总线连接为例。The electronic device of the method for associating points of interest and/or determining the state of points of interest may also include: an input device 1003 and an output device 1004. The processor 1001, the memory 1002, the input device 1003 and the output device 1004 may be connected via a bus or other means, and FIG11 takes the bus connection as an example.
输入装置1003可接收输入的数字或字符信息，以及产生与关联兴趣点和/或确定兴趣点状态的电子设备的用户设置以及功能控制有关的键信号输入，例如触摸屏、小键盘、鼠标、轨迹板、触摸板、指示杆、一个或者多个鼠标按钮、轨迹球、操纵杆等输入装置。输出装置1004可以包括显示设备、辅助照明装置(例如，LED)和触觉反馈装置(例如，振动电机)等。该显示设备可以包括但不限于，液晶显示器(LCD)、发光二极管(LED)显示器和等离子体显示器。在一些实施方式中，显示设备可以是触摸屏。The input device 1003 can receive input digital or character information, and generate key signal input related to user settings and function control of electronic devices associated with points of interest and/or determining the state of points of interest, such as input devices such as a touch screen, a keypad, a mouse, a track pad, a touch pad, an indicator rod, one or more mouse buttons, a trackball, a joystick, etc. The output device 1004 may include a display device, an auxiliary lighting device (e.g., an LED), and a tactile feedback device (e.g., a vibration motor), etc. The display device may include, but is not limited to, a liquid crystal display (LCD), a light emitting diode (LED) display, and a plasma display. In some embodiments, the display device may be a touch screen.
此处描述的系统和技术的各种实施方式可以在数字电子电路系统、集成电路系统、专用ASIC(专用集成电路)、计算机硬件、固件、软件、和/或它们的组合中实现。这些各种实施方式可以包括：实施在一个或者多个计算机程序中，该一个或者多个计算机程序可在包括至少一个可编程处理器的可编程系统上执行和/或解释，该可编程处理器可以是专用或者通用可编程处理器，可以从存储系统、至少一个输入装置、和至少一个输出装置接收数据和指令，并且将数据和指令传输至该存储系统、该至少一个输入装置、和该至少一个输出装置。Various implementations of the systems and techniques described herein can be realized in digital electronic circuit systems, integrated circuit systems, dedicated ASICs (application specific integrated circuits), computer hardware, firmware, software, and/or combinations thereof. These various implementations may include: being implemented in one or more computer programs that can be executed and/or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.
这些计算程序(也称作程序、软件、软件应用、或者代码)包括可编程处理器的机器指令，并且可以利用高级过程和/或面向对象的编程语言、和/或汇编/机器语言来实施这些计算程序。如本文使用的，术语“机器可读介质”和“计算机可读介质”指的是用于将机器指令和/或数据提供给可编程处理器的任何计算机程序产品、设备、和/或装置(例如，磁盘、光盘、存储器、可编程逻辑装置(PLD))，包括，接收作为机器可读信号的机器指令的机器可读介质。术语“机器可读信号”指的是用于将机器指令和/或数据提供给可编程处理器的任何信号。These computer programs (also referred to as programs, software, software applications, or code) include machine instructions for programmable processors and can be implemented using high-level procedural and/or object-oriented programming languages, and/or assembly/machine languages. As used herein, the terms "machine-readable medium" and "computer-readable medium" refer to any computer program product, device, and/or means (e.g., disk, optical disk, memory, programmable logic device (PLD)) for providing machine instructions and/or data to a programmable processor, including a machine-readable medium that receives machine instructions as a machine-readable signal. The term "machine-readable signal" refers to any signal for providing machine instructions and/or data to a programmable processor.
为了提供与用户的交互，可以在计算机上实施此处描述的系统和技术，该计算机具有：用于向用户显示信息的显示装置(例如，CRT(阴极射线管)或者LCD(液晶显示器)监视器)；以及键盘和指向装置(例如，鼠标或者轨迹球)，用户可以通过该键盘和该指向装置来将输入提供给计算机。其它种类的装置还可以用于提供与用户的交互；例如，提供给用户的反馈可以是任何形式的传感反馈(例如，视觉反馈、听觉反馈、或者触觉反馈)；并且可以用任何形式(包括声输入、语音输入、或者触觉输入)来接收来自用户的输入。To provide interaction with a user, the systems and techniques described herein can be implemented on a computer having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and pointing device (e.g., a mouse or trackball) through which the user can provide input to the computer. Other types of devices can also be used to provide interaction with the user; for example, the feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user can be received in any form (including acoustic input, voice input, or tactile input).
可以将此处描述的系统和技术实施在包括后台部件的计算系统(例如，作为数据服务器)、或者包括中间件部件的计算系统(例如，应用服务器)、或者包括前端部件的计算系统(例如，具有图形用户界面或者网络浏览器的用户计算机，用户可以通过该图形用户界面或者该网络浏览器来与此处描述的系统和技术的实施方式交互)、或者包括这种后台部件、中间件部件、或者前端部件的任何组合的计算系统中。可以通过任何形式或者介质的数字数据通信(例如，通信网络)来将系统的部件相互连接。通信网络的示例包括：局域网(LAN)、广域网(WAN)和互联网。The systems and techniques described herein may be implemented in a computing system that includes back-end components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes front-end components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such back-end components, middleware components, or front-end components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communications network). Examples of communications networks include: a local area network (LAN), a wide area network (WAN), and the Internet.
计算机系统可以包括客户端和服务器。客户端和服务器一般远离彼此并且通常通过通信网络进行交互。通过在相应的计算机上运行并且彼此具有客户端-服务器关系的计算机程序来产生客户端和服务器的关系。服务器可以是云服务器，又称为云计算服务器或云主机，是云计算服务体系中的一项主机产品，以解决传统物理主机与虚拟专用服务器(VPS)服务中，存在的管理难度大，业务扩展性弱的缺陷。服务器也可以为分布式系统的服务器，或者是结合了区块链的服务器。A computer system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The relationship between the client and the server is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or a cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and virtual private servers (VPS) services. The server may also be a server of a distributed system, or a server combined with a blockchain.
本申请实施例的技术方案涉及数据处理领域，尤其涉及电子地图、云计算以及云平台领域。根据本申请实施例的技术方案可知，通过目标无线信号的出现频次超出阈值，则可以认定该目标无线信号是各个目标兴趣点对应的商家所生成的无线信号。通过本实施例的方式可以不用依赖于无线信号的名称是否与目标兴趣点对应的商家的名称一致，也可以确定无线信号与目标兴趣点的关联。进而解决了将无线信号的名称设置为与目标兴趣点对应的商家的名称完全不同时，无法将该无线信号与目标兴趣点进行关联的问题。The technical solution of the embodiment of the present application relates to the field of data processing, and in particular to the field of electronic maps, cloud computing, and cloud platforms. According to the technical solution of the embodiment of the present application, by the frequency of occurrence of the target wireless signal exceeding the threshold, it can be determined that the target wireless signal is a wireless signal generated by the merchant corresponding to each target point of interest. Through the method of this embodiment, it is possible to determine the association between the wireless signal and the target point of interest without relying on whether the name of the wireless signal is consistent with the name of the merchant corresponding to the target point of interest. This solves the problem of being unable to associate the wireless signal with the target point of interest when the name of the wireless signal is set to be completely different from the name of the merchant corresponding to the target point of interest.
应该理解，可以使用上面所示的各种形式的流程，重新排序、增加或删除步骤。例如，本申请中记载的各步骤可以并行地执行也可以顺序地执行也可以不同的次序执行，只要能够实现本申请公开的技术方案所期望的结果，本文在此不进行限制。It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps recorded in this application can be executed in parallel, sequentially or in different orders, as long as the expected results of the technical solution disclosed in this application can be achieved, and this document is not limited here.
上述具体实施方式，并不构成对本申请保护范围的限制。本领域技术人员应该明白的是，根据设计要求和其他因素，可以进行各种修改、组合、子组合和替代。任何在本申请的精神和原则之内所作的修改、等同替换和改进等，均应包含在本申请保护范围之内。The above specific implementations do not constitute a limitation on the protection scope of this application. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of this application should be included in the protection scope of this application.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011368713.5ACN112487312B (en) | 2020-11-30 | 2020-11-30 | Method and device for associating interest points and method and device for determining interest point state |
| Application Number | Priority Date | Filing Date | Title |
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| CN202011368713.5ACN112487312B (en) | 2020-11-30 | 2020-11-30 | Method and device for associating interest points and method and device for determining interest point state |
| Publication Number | Publication Date |
|---|---|
| CN112487312A CN112487312A (en) | 2021-03-12 |
| CN112487312Btrue CN112487312B (en) | 2024-09-24 |
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|---|---|---|---|
| CN202011368713.5AActiveCN112487312B (en) | 2020-11-30 | 2020-11-30 | Method and device for associating interest points and method and device for determining interest point state |
| Country | Link |
|---|---|
| CN (1) | CN112487312B (en) |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113155127B (en)* | 2021-03-23 | 2024-11-26 | 上海迹寻科技有限公司 | Method and device for collecting space clutter signals |
| CN113420781B (en)* | 2021-05-25 | 2023-08-08 | 北京百度网讯科技有限公司 | Brand identification method, apparatus, device, storage medium, and program product |
| CN113709859A (en)* | 2021-08-11 | 2021-11-26 | Oppo广东移动通信有限公司 | Positioning method, device, equipment and computer readable storage medium |
| CN116193362A (en)* | 2023-03-02 | 2023-05-30 | 北京抖音智图科技有限公司 | Method, device, device and storage medium for maintaining point of interest information |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106303955A (en)* | 2016-08-05 | 2017-01-04 | 百度在线网络技术（北京）有限公司 | For the method and apparatus that hotspot and POI are mated |
| CN110012426A (en)* | 2019-04-11 | 2019-07-12 | 北京百度网讯科技有限公司 | Determination method, device, computer equipment and storage medium for dying POI |
| CN110740418A (en)* | 2018-07-03 | 2020-01-31 | 百度在线网络技术（北京）有限公司 | Method and device for generating user visit information |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9253605B2 (en)* | 2010-03-24 | 2016-02-02 | Skyhook Wireless, Inc. | System and method for resolving multiple location estimate conflicts in a WLAN-positioning system |
| US11405969B2 (en)* | 2010-09-29 | 2022-08-02 | International Business Machines Corporation | Enabling interface aggregation of mobile broadband network interfaces |
| US9241252B2 (en)* | 2013-12-20 | 2016-01-19 | Google Inc. | Identifying an entity associated with wireless network access point |
| CN104573042B (en)* | 2015-01-19 | 2018-02-02 | 小米科技有限责任公司 | The determination method and device of POI |
| CN105354226B (en)* | 2015-09-30 | 2019-04-16 | 百度在线网络技术（北京）有限公司 | The method and apparatus that Wi-Fi signal transmitting equipment is navigated into geography information point |
| CN111556442B (en)* | 2017-01-03 | 2023-03-24 | 创新先进技术有限公司 | Information determination method and device |
| CN107809740B (en)* | 2017-09-26 | 2020-07-21 | 平安科技（深圳）有限公司 | Wi-Fi hotspot deployment optimization method, server and storage medium |
| US10687227B2 (en)* | 2017-10-13 | 2020-06-16 | Plume Design, Inc. | Network operation center dashboard for cloud-based Wi-Fi systems |
| CN110674832B (en)* | 2018-07-03 | 2022-09-16 | 百度在线网络技术（北京）有限公司 | Method, device and terminal for identifying enterprise to which Internet user belongs |
| CN109587629B (en)* | 2018-12-18 | 2020-09-25 | 浙江每日互动网络科技股份有限公司 | A sudden disaster judgment method based on mobile terminal WiFi location data |
| CN109982250A (en)* | 2019-03-26 | 2019-07-05 | 北京泰迪熊移动科技有限公司 | A kind of position data acquisition method, equipment and computer storage medium |
| US10674311B1 (en)* | 2019-03-28 | 2020-06-02 | Snap Inc. | Points of interest in a location sharing system |
| CN110532474B (en)* | 2019-08-30 | 2023-08-08 | 腾讯科技（深圳）有限公司 | Information recommendation method, server, system, and computer-readable storage medium |
| CN111291145B (en)* | 2020-01-21 | 2022-07-29 | 腾讯科技（深圳）有限公司 | Method, device and storage medium for mapping wireless hotspots and points of interest |
| CN111881377B (en)* | 2020-08-05 | 2024-01-26 | 腾讯科技（深圳）有限公司 | Method and device for processing position interest points |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106303955A (en)* | 2016-08-05 | 2017-01-04 | 百度在线网络技术（北京）有限公司 | For the method and apparatus that hotspot and POI are mated |
| CN110740418A (en)* | 2018-07-03 | 2020-01-31 | 百度在线网络技术（北京）有限公司 | Method and device for generating user visit information |
| CN110012426A (en)* | 2019-04-11 | 2019-07-12 | 北京百度网讯科技有限公司 | Determination method, device, computer equipment and storage medium for dying POI |
| Publication number | Publication date |
|---|---|
| CN112487312A (en) | 2021-03-12 |
| Publication | Publication Date | Title |
|---|---|---|
| CN112487312B (en) | Method and device for associating interest points and method and device for determining interest point state | |
| CN105580394B (en) | Method and device for message push and message display | |
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| US10630799B2 (en) | Method and apparatus for pushing information | |
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