CN112541021A - Route evaluation method, and scenic spot tour estimation duration calculation method and device - Google Patents
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Abstract
Translated fromChineseDescription
Translated fromChinese技术领域technical field
本申请涉及数据处理技术领域，尤其涉及路线规划技术领域，具体涉及一种路线评估方法、风景区游览预估时长计算方法及装置。The present application relates to the technical field of data processing, in particular to the technical field of route planning, and in particular to a route evaluation method, a method and device for calculating the estimated duration of scenic tours.
背景技术Background technique
随着旅游业日趋成熟，更多的游客选择自由行作为出游方式。As the tourism industry matures, more and more tourists choose independent travel as a way to travel.
现有技术中，人们在选择自由行路线时，通常通过参考他人分享的经验和攻略预估计划出游路线所需的时长，进而安排出游的行程。然而，他人分享的经验和攻略中，游览时长可能由于不同人对于景点类型的偏好，或者不同人体力的差异，或者不同人计划用时的不同而参差不齐。这样，将无法为出游人提供较为客观的参考信息。In the prior art, when people choose a free travel route, they usually estimate the length of time required to plan a travel route by referring to experiences and strategies shared by others, and then arrange a travel itinerary. However, in the experiences and strategies shared by others, the duration of the tour may vary due to different people's preferences for the type of attractions, or differences in physical strength of different people, or different people's plans to spend time. In this way, it will not be able to provide more objective reference information for tourists.
发明内容SUMMARY OF THE INVENTION
本申请提供了一种用于路线评估方法、风景区游览预估时长计算方法及装置。The present application provides a method for evaluating a route, a method and a device for calculating the estimated duration of a scenic tour.
根据本申请的一方面，提供了一种路线评估方法，包括：According to an aspect of the present application, there is provided a route evaluation method, comprising:
接收用户对目标路线的评估请求，所述评估请求携带有用户对所述目标路线的计划时长，所述目标路线为连接N个风景区的路线，N为正整数；Receive a user's evaluation request for the target route, where the evaluation request carries the user's planned duration for the target route, where the target route is a route connecting N scenic spots, and N is a positive integer;
响应于所述评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定；In response to the evaluation request, the estimated duration of the target route is obtained, and the estimated duration of the target route includes the estimated traffic duration of the target route and the estimated tour duration of the N scenic areas, and the The estimated tour duration of N scenic spots is determined by pre-collected user tour data;
根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。The evaluation result of the target route is output according to the estimated duration of the target route and the user's planned duration of the target route.
根据本申请的另一方面，提供了一种风景区游览预估时长计算方法，包括：According to another aspect of the present application, a method for calculating the estimated duration of a scenic tour is provided, including:
采集预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值；Collect the length of stay of M users in the first scenic area within a preset time period, where M is a positive integer and greater than a preset threshold;
对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长；Perform aggregation processing on the length of stay of the M users in the first scenic area to obtain the estimated tour duration corresponding to the first scenic area;
根据本申请的另一方面，提供了一种路线评估装置，包括：According to another aspect of the present application, a route evaluation device is provided, comprising:
接收模块，用于接收用户对目标路线的评估请求，所述评估请求携带有用户对所述目标路线的计划时长，所述目标路线为连接N个风景区的路线，N为正整数；a receiving module, configured to receive a user's evaluation request for the target route, where the evaluation request carries the user's planned duration for the target route, the target route is a route connecting N scenic spots, and N is a positive integer;
获取模块，用于响应于所述评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定；The obtaining module is used to obtain the estimated duration of the target route in response to the evaluation request, and the estimated duration of the target route includes the estimated traffic duration of the target route and the tour forecast of the N scenic spots. Estimated duration, the estimated duration of tour of the N scenic spots is determined by pre-collected user tour data;
评估模块，用于根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。An evaluation module, configured to output an evaluation result of the target route according to the estimated duration of the target route and the user's planned duration of the target route.
根据本申请的另一方面，提供了一种风景区游览预估时长计算装置，包括：According to another aspect of the present application, a device for calculating the estimated duration of a scenic tour is provided, comprising:
采集模块，用于采集预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值；a collection module, configured to collect the length of stay of M users in the first scenic area within a preset time period, where M is a positive integer and greater than a preset threshold;
聚合模块，用于对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长。The aggregation module is configured to perform aggregation processing on the stay durations of the M users in the first scenic area to obtain the estimated tour duration corresponding to the first scenic area.
根据本申请的另一方面，提供了一种电子设备，包括：According to another aspect of the present application, an electronic device is provided, comprising:
至少一个处理器；以及at least one processor; and
与所述至少一个处理器通信连接的存储器；其中，a memory communicatively coupled to the at least one processor; wherein,
所述存储器存储有可被所述至少一个处理器执行的指令，所述指令被所述至少一个处理器执行，以使所述至少一个处理器能够执行本申请的一方面提供的路线评估方法或者本申请的一方面提供的风景区游览预估时长计算方法。The memory stores instructions executable by the at least one processor, the instructions are executed by the at least one processor to enable the at least one processor to execute the route evaluation method provided by an aspect of the present application or An aspect of the present application provides a method for calculating the estimated duration of a scenic tour.
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，其特征在于，所述计算机指令用于使所述计算机执行本申请的一方面提供的路线评估方法或者本申请的一方面提供的风景区游览预估时长计算方法。According to another aspect of the present application, a non-transitory computer-readable storage medium storing computer instructions is provided, wherein the computer instructions are used to cause the computer to execute the route evaluation method provided by the one aspect of the present application. Or a method for calculating the estimated duration of a scenic tour provided by an aspect of the present application.
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本申请的一方面提供的路线评估方法或者本申请的一方面提供的风景区游览预估时长计算方法。According to another aspect of the present application, there is provided a computer program product, comprising a computer program that, when executed by a processor, implements the route evaluation method provided by the one aspect of the present application or the scenery provided by the one aspect of the present application The calculation method of the estimated duration of the district tour.
根据本申请提高了对目标路线预估时长确定的准确性。According to the present application, the accuracy of determining the estimated duration of the target route is improved.
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 key or critical features of the embodiments of the application, nor is it intended to limit the scope of the application. Other features of the present application will become readily understood from the following description.
附图说明Description of 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 for better understanding of the present solution, and do not constitute a limitation to the present application. in
图1是根据本申请第一实施例的路线评估方法的流程示意图；1 is a schematic flowchart of a route evaluation method according to a first embodiment of the present application;
图2是根据本申请第一实施例的电子设备的框图；2 is a block diagram of an electronic device according to a first embodiment of the present application;
图3是根据本申请第二实施例的风景区游览预估时长计算方法的流程示意图；3 is a schematic flowchart of a method for calculating the estimated duration of a scenic tour according to the second embodiment of the present application;
图4是根据本申请第三实施例的路线评估装置的框图；4 is a block diagram of a route evaluation apparatus according to a third embodiment of the present application;
图5是根据本申请第四实施例的风景区游览预估时长计算装置的框图；5 is a block diagram of a device for calculating the estimated duration of a scenic tour according to a fourth embodiment of the present application;
图6是用来实现本申请实施例的路线评估方法或者风景区游览预估时长计算方法的电子设备的框图。FIG. 6 is a block diagram of an electronic device used to implement the route evaluation method or the method for calculating the estimated duration of a scenic tour according to an embodiment of the present application.
具体实施方式Detailed ways
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。Exemplary embodiments of the present application are described below with reference to the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and should be considered as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present application. Also, descriptions of well-known functions and constructions are omitted from the following description for clarity and conciseness.
根据本申请的实施例，本申请提供了一种路线评估方法。所述方法可以应用于电子设备，所述电子设备可以是手机、平板电脑(Tablet Personal Computer)、膝上型电脑(Laptop Computer)、个人数字助理(personal digital assistant，PDA)、移动上网装置(Mobile Internet Device，MID)或可穿戴式设备(Wearable Device)等。According to the embodiments of the present application, the present application provides a route evaluation method. The method can be applied to electronic equipment, and the electronic equipment can be a mobile phone, a tablet computer (Tablet Personal Computer), a laptop computer (Laptop Computer), a personal digital assistant (PDA), a mobile Internet device (Mobile Internet access device) Internet Device, MID) or wearable device (Wearable Device), etc.
请参见图1，图1是本申请的实施例提供的一种路线评估方法的流程图，所述方法包括：Please refer to FIG. 1. FIG. 1 is a flowchart of a route evaluation method provided by an embodiment of the present application. The method includes:
S101、接收用户对目标路线的评估请求，所述评估请求携带有用户对所述目标路线的计划时长，所述目标路线为连接N个风景区的路线，N为正整数。S101. Receive a user's evaluation request for a target route, where the evaluation request carries the user's planned duration of the target route, where the target route is a route connecting N scenic spots, and N is a positive integer.
本申请实施例中，所述方法可以具体应用于电子设备上为用户提供路线评估服务的客户端，所述客户端可以是专用于提供路线评估服务的客户端，也可以是具备路线评估功能的其他客户端，例如地图导航类客户端，或者旅游攻略类客户端，在此不作限定。用户可以通过所述客户端输入目标路线，以提交对所述目标路线的评估请求。In the embodiment of the present application, the method can be specifically applied to a client terminal on an electronic device that provides a route assessment service for a user, and the client terminal can be a client dedicated to providing route assessment service, or a client terminal with route assessment function. Other clients, such as a map navigation client, or a travel strategy client, are not limited here. A user may input a target route through the client to submit an evaluation request for the target route.
所述目标路线可以理解为出游路线，每一条目标路线均可以连接一个或者多个风景区。所述风景区可以是划定有明确边界的风景区，也可以是没有划定明确边界的风景区；所述风景区可以是观赏风景的景区，例如森林公园、生态公园等，也可以是吃喝游玩的景区，例如步行街、美食街、游乐园等。具体可根据实际情况决定，本申请实施例在此不作限定。The target route can be understood as a travel route, and each target route can be connected to one or more scenic spots. The scenic area can be a scenic area with a clear boundary, or it can be a scenic area without a clear boundary; the scenic area can be a scenic spot for viewing the scenery, such as forest parks, ecological parks, etc., or it can be food and drink. Scenic spots to play, such as pedestrian streets, food streets, amusement parks, etc. Specifically, it can be determined according to the actual situation, which is not limited in the embodiments of the present application.
具体实现时，所述目标路线可以表现为文字形式，例如“A地一日游路线：风景区1—风景区2—风景区3”这样的文字序列，针对这种表现形式的目标路线，电子设备可以解析文字序列中的风景区名称；所述目标路线也可以表现为图片形式，例如用户截取某一路线的攻略的详情页面得到的截图，针对这种表现形式的目标路线，电子设备可以识别截图中的一条或者多条目标路线和每一目标路线上连接的风景区名称。When specifically implemented, the target route can be expressed in the form of text, for example, a text sequence such as "one-day tour route to A: scenic area 1 - scenic area 2 - scenic area 3", for the target route in this form, electronic The device can parse the name of the scenic spot in the text sequence; the target route can also be expressed in the form of pictures, such as the screenshot obtained by the user intercepting the details page of the strategy of a certain route, for the target route in this form, the electronic device can identify the target route. One or more target routes in the screenshot and the names of scenic spots connected to each target route.
本申请实施例中，用户对所述目标路线的评估请求中携带有用户对所述目标路线的计划时长，该计划时长是用户自定义的在规划目标路线时确定的计划用时。In the embodiment of the present application, the user's evaluation request for the target route carries the user's planned duration for the target route, and the planned duration is a user-defined planned duration determined when planning the target route.
具体实现时，用户可以根据实际情况确定对所述目标路线的计划时长。示例性的，若所述目标路线是一日游路线，那么计划时长可以是8小时至10小时；若用户需要搭乘下午15点的高铁离开，那么计划时长可以是5小时至7小时；若用户计划三日游，所述目标路线的数量可以为三条，分别对应每一日的出游路线，那么每一条目标路线的计划时长均可以是8小时至10小时；若所述N个风景区中包括可以单独实现两日游或者三日游的景区，那么计划时长也可以表现为2天(48小时)或者3天(72小时)。During specific implementation, the user may determine the planned duration of the target route according to the actual situation. Exemplarily, if the target route is a one-day tour route, the planned duration may be 8 hours to 10 hours; if the user needs to leave by the high-speed train at 15:00, the planned duration may be 5 hours to 7 hours; Planning a three-day tour, the number of the target routes can be three, corresponding to the travel routes of each day, then the planned duration of each target route can be 8 hours to 10 hours; if the N scenic spots include For scenic spots where two-day tours or three-day tours can be realized independently, the planned duration can also be expressed as 2 days (48 hours) or 3 days (72 hours).
S102、响应于所述评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定。S102, in response to the evaluation request, obtain the estimated duration of the target route, where the estimated duration of the target route includes the estimated traffic duration of the target route and the estimated tour duration of the N scenic spots, The estimated tour duration of the N scenic spots is determined by pre-collected user tour data.
本申请实施例中，电子设备响应于所述评估请求可以获取所述目标路线的预估时长，所述目标路线的预估时长可以包括两个部分：所述目标路线的交通预估时长和所述N个风景区的游览预估时长。下面分别对上述两部分进行说明。In this embodiment of the present application, the electronic device may obtain the estimated duration of the target route in response to the evaluation request, and the estimated duration of the target route may include two parts: the estimated traffic duration of the target route and the estimated duration of the target route. The estimated duration of the tour of the N scenic spots. The above two parts are described below.
针对所述目标路线的交通预估时长，根据用户需求可以表现为不同的内容。示例性的，若用户对所述目标路线的计划时长包括从出发地点，例如家或者酒店，出发经过N个风景区后到达目的地点的时长，那么所述目标路线的交通预估时长包括从出发地点至第一个风景区的交通预估时长、相邻两风景区之间的交通预估时长以及最后一个风景区至目的地点的交通预估时长之和；若用户对所述目标路线的计划时长仅包括游览N个风景区的时长，那么，所述目标路线的交通预估时长包括相邻两风景区之间的交通预估时长之和。The estimated traffic duration for the target route may be presented in different contents according to user needs. Exemplarily, if the user's planned duration of the target route includes the duration from the departure location, such as a home or a hotel, to the destination point after passing through N scenic spots, then the estimated traffic duration of the target route includes the duration from the departure location to the destination. The estimated traffic duration from the location to the first scenic spot, the estimated traffic duration between two adjacent scenic spots, and the sum of the estimated traffic duration from the last scenic spot to the destination point; if the user’s plan for the target route The duration only includes the duration of visiting N scenic spots, then, the estimated traffic duration of the target route includes the sum of the estimated traffic durations between two adjacent scenic spots.
需要说明的是，电子设备可以根据用户输入N个风景区的顺序计算交通预估时长，也可以根据N个风景区的位置规划一条最优路线，例如最省时路线或者路况最优路线等，并根据上述最优路线中N个风景区的顺序计算交通预估时长。具体可根据实际情况决定，本申请实施例在此不作限定。It should be noted that the electronic device can calculate the estimated traffic duration according to the order in which the N scenic spots are input by the user, and can also plan an optimal route according to the positions of the N scenic spots, such as the most time-saving route or the route with the best road conditions, etc. And calculate the estimated traffic duration according to the sequence of N scenic spots in the above optimal route. Specifically, it can be determined according to the actual situation, which is not limited in the embodiments of the present application.
需要说明的是，本申请实施例中计算交通预估时长的具体实现形式可以参考现有技术中对于路线行驶时长的预估方法，在此不再赘述，且上述路线行驶不限于机动车行驶，还可以包括自行车、助力车、电瓶车等多种交通工具的行驶。It should be noted that, for the specific implementation form of calculating the estimated traffic duration in the embodiments of the present application, reference may be made to the prior art method for estimating the route travel duration, which will not be repeated here, and the above route travel is not limited to motor vehicle travel. It can also include the driving of various vehicles such as bicycles, mopeds, and battery cars.
针对所述N个风景区的游览预估时长，可以通过电子设备预先采集的用户游览数据确定。具体的，所述用户游览数据可以包括用户在某一风景区内的进出时间点、游览路线(即风景区内多个停留点的顺序)、总停留时长、每个停留点的停留时长、人流量较大的停留点等数据。The estimated tour duration for the N scenic spots may be determined by user tour data pre-collected by an electronic device. Specifically, the user tour data may include the user's entry and exit time points in a certain scenic area, the tour route (that is, the sequence of multiple stop points in the scenic area), the total length of stay, the length of stay at each stop point, the number of people Data such as stop points with large traffic.
电子设备可以在每一风景区采集足够数量的用户游览数据生成分析样本，对每一风景区内的用户行为进行分析，进而确定每一风景区的合理停留时长，即本申请实施例所述的游览预估时长。除此之外，电子设备还可以根据实际需求分析得到每一风景区的其他信息，例如，每一风景区的最佳游览路线，或者每一风景区中各停留点的人流高峰时段和低谷时段等。为布局清楚，具体根据用户游览数据确定游览预估时长的实施方式将在后文进行说明，为避免重复，在此不再赘述。The electronic device can collect a sufficient number of user tour data in each scenic area to generate analysis samples, analyze the user behavior in each scenic area, and then determine the reasonable length of stay in each scenic area, that is, the embodiment of the present application. Estimated tour duration. In addition, the electronic device can also analyze other information of each scenic spot according to actual needs, for example, the best tour route of each scenic spot, or the peak hours and trough times of the flow of people at each stop point in each scenic spot Wait. In order to make the layout clear, the specific implementation of determining the estimated tour duration according to the user tour data will be described later, and to avoid repetition, it will not be repeated here.
S103、根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。S103. Output the evaluation result of the target route according to the estimated duration of the target route and the user's planned duration of the target route.
本申请实施例中，电子设备可以比较所述目标路线的预估时长和用户对所述目标路线的计划时长之间的关系，来确定所述目标路线的评估结果。具体实现时，可以直接比较所述目标路线的预估时长和用户对所述目标路线的计划时长的大小，也可以比较所述目标路线的预估时长和用户对所述目标路线的计划时长的差异程度，具体可根据实际情况决定，本申请实施例在此不作限定。为布局清楚，具体所述目标路线的评估结果的实施方式将在后文进行说明，为避免重复，在此不再赘述。In this embodiment of the present application, the electronic device may compare the relationship between the estimated duration of the target route and the user's planned duration of the target route to determine the evaluation result of the target route. In specific implementation, the estimated duration of the target route and the user's planned duration of the target route can be directly compared, or the estimated duration of the target route and the user's planned duration of the target route can be compared. The degree of difference can be specifically determined according to the actual situation, which is not limited in this embodiment of the present application. In order to make the layout clear, the specific implementation of the evaluation result of the target route will be described later, and to avoid repetition, it will not be repeated here.
本申请实施例中，电子设备可以响应于用户对目标路线的评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定；之后，可以根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。通过预先采集的用户游览数据确定目标路线连接的N个风景区的游览预估时长，为评估目标路线是否满足用户计划的需求提供依据，进而为用户确定目标路线的计划用时提供了更加客观、更加准确的参考信息。In this embodiment of the present application, the electronic device may obtain the estimated duration of the target route in response to a user's evaluation request for the target route, where the estimated duration of the target route includes the estimated traffic duration of the target route and the The estimated tour duration of the N scenic spots is determined by the pre-collected user tour data; after that, the estimated duration of the target route and the user's preference for the target route can be determined. The planned duration is output, and the evaluation result of the target route is output. The estimated tour duration of N scenic spots connected by the target route is determined by the pre-collected user tour data, which provides a basis for evaluating whether the target route meets the needs of the user's plan, and then provides a more objective and more objective way for the user to determine the planned time of the target route. accurate reference information.
下面对本申请实施例中根据预先采集的用户游览数据获取风景区的游览预估时长的具体实施方式进行说明：The specific implementation of obtaining the estimated tour duration of the scenic area according to the pre-collected user tour data in the embodiment of the present application will be described below:
在一种实施例中，可选的，获取所述N个风景区的游览预估时长，包括：In an embodiment, optionally, obtaining the estimated tour duration of the N scenic spots includes:
在预先创建的游览时间数据库中检索所述N个风景区对应的游览预估时长；其中，所述游览时间数据库中存储有风景区与游览预估时长之间的对应关系，所述游览时间数据库中存储的风景区的游览预估时长通过预先采集的用户游览数据确定。Retrieve the estimated tour durations corresponding to the N scenic spots in the pre-created tour time database; wherein, the tour time database stores the correspondence between the scenic spots and the estimated tour durations, and the tour time database The estimated tour duration of the scenic area stored in the .
本申请实施例中，电子设备可以预先创建一个游览时间数据库，将通过预先采集的某一风景区的用户游览数据确定的游览预估时长与风景区的名称对应存储。电子设备在接收到用户对目标路线的评估请求时，可以解析所述目标路线连接的N个风景区，并以风景区的名称作为索引，在该数据库中进行检索，即可以获取风景区对应的游览预估时长。In the embodiment of the present application, the electronic device may create a tour time database in advance, and store the estimated tour duration determined by the pre-collected user tour data of a certain scenic area in correspondence with the name of the scenic area. When the electronic device receives the user's evaluation request for the target route, it can parse the N scenic spots connected by the target route, and use the name of the scenic spot as an index to search in the database, that is, it can obtain the corresponding scenic spots. Estimated tour duration.
这样，通过预先建立的游览时间数据库可以直接检索风景区的游览预估时长，无需在接收到评估请求后在进行计算处理，提高了处理用户评估请求的效率。In this way, the estimated tour duration of the scenic area can be directly retrieved through the pre-established tour time database, and there is no need to perform calculation processing after receiving the evaluation request, which improves the efficiency of processing user evaluation requests.
进一步的，可选的，确定所述游览时间数据库中存储的风景区的游览预估时长，包括：Further, optionally, determine the estimated tour duration of the scenic area stored in the tour time database, including:
采集预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值；Collect the length of stay of M users in the first scenic area within a preset time period, where M is a positive integer and greater than a preset threshold;
对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长；Perform aggregation processing on the length of stay of the M users in the first scenic area to obtain the estimated tour duration corresponding to the first scenic area;
将所述第一风景区对应的游览预估时长存储于所述游览时间数据库中。The estimated tour duration corresponding to the first scenic area is stored in the tour time database.
本申请实施例中，预先采集的用户游览数据包括用户在风景区的停留时长，这样，通过对足够数量的用户在风景区内的停留时长进行聚合处理，即可得到用户在风景区内的停留时长的分布情况，进而确定风景区的游览预估时长。这样，通过聚合处理得到满足大部分游客需求的停留时长，进而使得最终确定的风景区的游览预估时长更能反映大众的游览习惯和需求，更具有普遍性。In the embodiment of the present application, the pre-collected user tour data includes the length of stay of the user in the scenic area. In this way, by performing aggregation processing on the length of stay of a sufficient number of users in the scenic area, the user's stay in the scenic area can be obtained. The distribution of the duration, and then determine the estimated duration of the scenic tour. In this way, the length of stay that meets the needs of most tourists is obtained through aggregation processing, so that the final estimated tour duration of the scenic area can better reflect the public's travel habits and needs, and is more universal.
具体实现时，针对足够数量的用户在风景区内的停留时长可以理解为预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值。其中，所述预设时间周期可以根据风景区的实际情况确定，示例性的，针对西北地区的风景区，旅游旺季在每年的6月至11月之间，那么电子设备可以采集7月至9月这三个月内风景区内的所有的或者M个用户的停留时长，从而可以获取足够数量的聚合样本数据。During specific implementation, the stay duration of a sufficient number of users in the scenic area can be understood as the stay duration of M users in the first scenic area within a preset time period, where M is a positive integer and greater than a preset threshold. The preset time period may be determined according to the actual situation of the scenic area. For example, for the scenic area in the northwest region, the peak tourist season is between June and November each year, and the electronic device can collect data from July to September. The length of stay of all or M users in the scenic area in the past three months, so that a sufficient number of aggregated sample data can be obtained.
具体实现时，针对用户在风景区内的停留时长的确定：In the specific implementation, for the determination of the user's stay time in the scenic area:
在一种实施方式中，对于有明确边界的风景区，例如设置了出入口关卡的风景区，电子设备可以获取风景区内检票设备采集的游客数据，获取用户进入风景区和离开风景区的时间点，示例性的，用户进入风景区的时间点为用户检票通过入口闸机的时间点。用户进入风景区与离开风景区的时间点之间的时间间隔即为用户在风景区的停留时长。In one embodiment, for a scenic area with a clear boundary, such as a scenic area with an entrance and exit checkpoint, the electronic device can obtain the tourist data collected by the ticket checking device in the scenic area, and obtain the time points when the user enters the scenic area and leaves the scenic area. , exemplarily, the time point when the user enters the scenic spot is the time point when the user checks the ticket and passes through the entrance gate. The time interval between the time points when the user enters the scenic spot and when the user leaves the scenic spot is the length of the user's stay in the scenic spot.
在一种实施方式中，可选的，采集用户在所述第一风景区的停留时长，包括：In an embodiment, optionally, collecting the length of stay of the user in the first scenic area includes:
监测用户在所述第一风景区中的实时位置信息；monitoring the real-time location information of the user in the first scenic area;
获取第一时间点，所述第一时间点为所述用户进入第一区域的时间点；所述第一区域为所述第一风景区的边界所围成的区域；acquiring a first time point, where the first time point is the time point when the user enters the first area; the first area is an area surrounded by the boundary of the first scenic area;
获取第二时间点，所述第二时间点为所述用户离开第二区域的时刻，所述第二区域包括所述第一区域，且所述第二区域大于或者等于所述第一区域；acquiring a second time point, where the second time point is the moment when the user leaves the second area, the second area includes the first area, and the second area is greater than or equal to the first area;
根据所述第一时间点和所述第二时间点，确定所述用户在所述第一风景区的停留时长。According to the first time point and the second time point, the length of stay of the user in the first scenic area is determined.
本可选的实施方式中，可以通过获取用户的实时位置信息确定用户进入和离开风景区的时间点，无需考虑风景区是否存在出入关卡，还可以避免因用户在一定时间内多次进入风景区而导致计算用户在风景区的总停留时间不准确的问题，提高了确定风景区的游览预估时长的准确性。In this optional embodiment, the time points when the user enters and leaves the scenic area can be determined by acquiring the real-time location information of the user, without considering whether there are entry and exit barriers in the scenic area, and it can also avoid the user entering the scenic area multiple times within a certain period of time. However, the problem of inaccurate calculation of the user's total stay time in the scenic spot improves the accuracy of determining the estimated duration of the scenic spot's visit.
其中，所述第一风景区可以理解为任意一个风景区。电子设备可以首先确定第一风景区对应的区域，具体可以包括但不限于第一风景区的第一区域和第一风景区的第二区域。Wherein, the first scenic area can be understood as any one scenic area. The electronic device may first determine the area corresponding to the first scenic area, which may specifically include, but is not limited to, the first area of the first scenic area and the second area of the first scenic area.
其中，所述第一风景区的第一区域可以理解为第一风景区的边界围合形成的区域。具体的，若第一风景区具有明确边界，电子设备可以基于地理地图上第一风景区的地理位置信息，确定第一风景区的边界；若第一风景区不具有明确边界，则可以基于地理地图上第一风景区内的各个停留点的分布和大小，以每一停留点的边界向外延伸预设距离来确定第一风景区的边界。具体可根据实际情况决定，本申请实施例在此不作限定。Wherein, the first area of the first scenic area can be understood as an area enclosed by the boundary of the first scenic area. Specifically, if the first scenic area has a clear boundary, the electronic device can determine the boundary of the first scenic area based on the geographic location information of the first scenic area on the geographic map; For the distribution and size of each stop point in the first scenic area on the map, the boundary of each stop point extends outward by a preset distance to determine the boundary of the first scenic area. Specifically, it can be determined according to the actual situation, which is not limited in the embodiments of the present application.
所述第一风景区的第二区域可以理解为包括所述第一区域，且大于或者等于所述第一区域的区域。所述第一风景区的第二区域用于判定用户是否离开风景区，可以避免用户因事短暂离开风景区后又再次进入继续游览的情况，所述第二区域的边界与所述第一区域的边界之间的直线距离可以大于预设阈值。The second area of the first scenic area can be understood as an area that includes the first area and is greater than or equal to the first area. The second area of the first scenic area is used to determine whether the user has left the scenic area, which can prevent the user from leaving the scenic area for a short time and then re-entering to continue the tour. The boundary of the second area is the same as the first area. The straight-line distance between the boundaries may be greater than a preset threshold.
示例性的，以用户甲为例，电子设备可以获取用户甲的实时位置信息，并监测用户甲在第一风景区范围内外(包括第一风景区内部和第一风景区外部预设范围内)的活动轨迹，并可以根据用户甲的实时位置信息判断用户甲是处于第一风景区对应的区域范围内，还是处于第一风景区对应的区域范围外。当电子设备监测到用户甲进入第一风景区对应的第一区域时，可以记录当前时间点为第一时间点t1，即用户甲进入第一风景区的时间点；当电子设备监测到用户甲离开第一风景区对应的第二区域时，可以记录当前时间点为第二时间点t2，即用户甲离开第一风景区的时间点。通过计算时间差T＝t2-t1，可以获取用户甲在第一风景区内的停留时长。Exemplarily, taking user A as an example, the electronic device can obtain the real-time location information of user A, and monitor whether user A is inside or outside the first scenic area (including the inside of the first scenic area and the preset range outside the first scenic area). and it can be judged according to the real-time location information of user A whether user A is within the area corresponding to the first scenic area or outside the area corresponding to the first scenic area. When the electronic device detects that user A enters the first area corresponding to the first scenic area, it can record the current time point as the first time point t1 , that is, the time point when user A enters the first scenic area; When user A leaves the second area corresponding to the first scenic area, the current time point may be recorded as the second time point t2 , that is, the time point when user A leaves the first scenic area. By calculating the time difference T=t2 -t1 , the length of stay of user A in the first scenic area can be obtained.
本可选的实施方式中，电子设备可以将预先获取的预设时间周期内M个用户的停留时长在筛选异常值后进行聚合处理。In this optional implementation manner, the electronic device may perform aggregation processing on the length of stay of the M users within a preset time period acquired in advance after filtering out abnormal values.
具体实现时，电子设备可以设定确定异常值的下限阈值和上限阈值，例如10分钟和24小时，以筛除M个用户的停留时长中的异常值。需要说明的是，所述确定异常值的两个阈值可以根据风景区的实际情况确定，若某风景区可单独实现两日游或者三日游，确定异常值的上限阈值可以相应变化。During specific implementation, the electronic device may set a lower threshold and an upper threshold for determining abnormal values, such as 10 minutes and 24 hours, to filter out abnormal values in the stay durations of the M users. It should be noted that the two thresholds for determining the abnormal value can be determined according to the actual situation of the scenic area. If a scenic area can independently realize a two-day tour or a three-day tour, the upper threshold for determining the abnormal value can be changed accordingly.
电子设备在筛除M个用户的停留时长中的异常值之后，可以将剩余用户的停留时长进行聚合处理，聚合后的停留时长分布会近似于高斯分布。电子设备可以取高斯分布的中位数作为第一风景区的游览预估时长，也可以取高斯分布中段部分的平均值作为第一风景区的游览预估时长，具体可根据实际情况决定，本申请实施例在此不作限定。After filtering out the outliers in the stay durations of the M users, the electronic device can aggregate the stay durations of the remaining users, and the aggregated stay duration distribution will approximate a Gaussian distribution. The electronic device can take the median of the Gaussian distribution as the estimated tour duration of the first scenic spot, or it can take the average value of the middle part of the Gaussian distribution as the estimated tour duration of the first scenic spot, which can be determined according to the actual situation. The application examples are not limited herein.
下面对本申请实施例中所述目标路线的评估结果的具体实施方式进行说明：The specific implementation of the evaluation result of the target route described in the embodiment of the present application will be described below:
第一种实施方式，可选的，所述根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果，包括：In the first embodiment, optionally, outputting the evaluation result of the target route according to the estimated duration of the target route and the user's planned duration of the target route, including:
在所述目标路线的预估时长处于所述计划时长对应的时间范围内的情况下，输出所述目标路线的评估结果为合理路线；When the estimated duration of the target route is within the time range corresponding to the planned duration, outputting the evaluation result of the target route as a reasonable route;
在所述目标路线的预估时长未处于所述计划时长对应的时间范围内的情况下，输出所述目标路线的评估结果为不合理路线。If the estimated duration of the target route is not within the time range corresponding to the planned duration, output an evaluation result of the target route as an unreasonable route.
本可选的实施方式中，所述计划时长对应的时间范围可以理解为基于所述评估请求中携带的计划时长上下浮动合理差值确定的时间范围，示例性的，所述评估请求中携带的计划时长为8小时，那么所述计划时长对应的时间范围可以为6小时至10小时。In this optional embodiment, the time range corresponding to the planned duration can be understood as a time range determined based on a reasonable difference between the upper and lower planned duration carried in the evaluation request. Exemplarily, the evaluation request carries the time range. If the planned duration is 8 hours, the time range corresponding to the planned duration may be 6 hours to 10 hours.
具体实现时，电子设备可以通过判定所述目标路线的预估时长是否落入所述计划时长对应的时间范围，来确定所述目标路线的评估结果。示例性的，若电子设备获取的所述目标路线的预估时长为12小时，而所述计划时长对应的时间范围为6小时至10小时，则表示所述目标路线可能无法在用户的计划时长内完成，可能耽误用户的后续行程，或者超出用户的体力承受范围，此种情况下，电子设备可以确定所述目标路线为不合理路线；或者，若电子设备获取的所述目标路线的预估时长为4小时，则表示所述目标路线的预估时长相比用户的计划时长还预留有较多时间，此种情况下，电子设备也可以确定所述目标路线为不合理路线。During specific implementation, the electronic device may determine the evaluation result of the target route by determining whether the estimated duration of the target route falls within the time range corresponding to the planned duration. Exemplarily, if the estimated duration of the target route obtained by the electronic device is 12 hours, and the time range corresponding to the planned duration is 6 hours to 10 hours, it means that the target route may not be able to meet the user's planned duration. It may delay the user’s follow-up trip, or exceed the user’s physical endurance. In this case, the electronic device may determine that the target route is an unreasonable route; or, if the electronic device obtains the estimated target route If the duration is 4 hours, it means that the estimated duration of the target route has more time reserved than the user's planned duration. In this case, the electronic device may also determine that the target route is an unreasonable route.
本可选的实施方式中，可以根据所述目标路线的预估时长是否落入所述计划时长对应的时间范围，来确定所述目标路线的评估结果，为用户输出更为直观的评估结果，提升用户体验。In this optional embodiment, the evaluation result of the target route can be determined according to whether the estimated duration of the target route falls within the time range corresponding to the planned duration, and a more intuitive evaluation result can be output for the user, Improve user experience.
第二种实施方式，可选的，所述根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果，包括：In the second embodiment, optionally, outputting the evaluation result of the target route according to the estimated duration of the target route and the user's planned duration of the target route, including:
根据所述目标路线的预估时长与所述计划时长对应的时间范围之间的差异程度，输出所述目标路线的评估分数。The evaluation score of the target route is output according to the degree of difference between the estimated duration of the target route and the time range corresponding to the planned duration.
本可选的实施方式中，所述目标路线的预估时长与所述计划时长对应的时间范围之间的差异程度可以表现为方差或者其他表征离散程度或者差异程度的参数。具体的，可以分为两种情况：In this optional implementation manner, the degree of difference between the estimated duration of the target route and the time range corresponding to the planned duration may be expressed as variance or other parameters representing the degree of dispersion or the degree of difference. Specifically, it can be divided into two cases:
第一种情况，当所述目标路线的预估时长落入所述计划时长对应的时间范围的情况下，示例性的，可以确定当前目标路线的最低评估分数为60分，之后根据所述目标路线的预估时长与所述计划时长对应的时间范围之间的差异程度，确定最终评估分数，示例性的，若所述计划时长对应的时间范围为6小时至10小时，那么当所述目标路线的预估时长为6小时或者10小时的情况下，所述目标路线的评估分数为60分；当所述目标路线的预估时长越接近8小时，其评估分数越高。In the first case, when the estimated duration of the target route falls within the time range corresponding to the planned duration, exemplarily, it can be determined that the minimum evaluation score of the current target route is 60 points, and then according to the target route The degree of difference between the estimated duration of the route and the time range corresponding to the planned duration to determine the final evaluation score. Exemplarily, if the time range corresponding to the planned duration is 6 hours to 10 hours, then when the target When the estimated duration of the route is 6 hours or 10 hours, the evaluation score of the target route is 60 points; when the estimated duration of the target route is closer to 8 hours, the evaluation score is higher.
第二种情况，当所述目标路线的预估时长未落入所述计划时长对应的时间范围的情况下，示例性的，可以确定当前目标路线的最高评估分数为60分，之后根据所述目标路线的预估时长与所述计划时长对应的时间范围之间的差异程度，确定最终评估分数，示例性的，若所述计划时长对应的时间范围为6小时至10小时，那么当所述目标路线的预估时长为6小时或者10小时的情况下，所述目标路线的评估分数为60分，所述目标路线的预估时长越接近10小时，或者越接近6小时，其评估分数越高。In the second case, when the estimated duration of the target route does not fall within the time range corresponding to the planned duration, exemplarily, it can be determined that the highest evaluation score of the current target route is 60 points, and then according to the The degree of difference between the estimated duration of the target route and the time range corresponding to the planned duration is to determine the final evaluation score. Exemplarily, if the time range corresponding to the planned duration is 6 hours to 10 hours, then when the When the estimated duration of the target route is 6 hours or 10 hours, the evaluation score of the target route is 60 points. The closer the estimated duration of the target route is to 10 hours or 6 hours, the higher the evaluation score. high.
本可选的实施方式中，可以根据所述目标路线的预估时长与所述计划时长对应的时间范围之间的差异程度，输出所述目标路线的具体的评估分数，这样，用户可以通过比较两条目标路线分数的高低，更为准确的确定适合自身规划的路线，评估结果能够为用户提供更高的参考价值，提升用户体验。In this optional embodiment, the specific evaluation score of the target route may be output according to the degree of difference between the estimated duration of the target route and the time range corresponding to the planned duration, so that the user can compare the The scores of the two target routes can more accurately determine the routes suitable for their own planning, and the evaluation results can provide users with higher reference value and improve user experience.
为方便理解，下面介绍本申请的一种完整的实施方式：For the convenience of understanding, a complete implementation manner of the present application is introduced below:
如图2所示，电子设备可以包括两个模块：离线挖掘模块210和在线筛选模块220。As shown in FIG. 2 , the electronic device may include two modules: an
一、离线挖掘模块210主要用于是预先采集用户在每个风景区的停留时长，并进行聚合处理得到每个风景区的游览预估时长，并建立游览时间数据库存储风景区与游览预估时长之间的对应关系。1. The
具体的，如图2所示，离线挖掘模块210主要包括数据采集单元211、统计单元212和创建单元213三个部分。Specifically, as shown in FIG. 2 , the
其中，数据采集单元211主要用于获取到用户的实时位置信息。针对每个风景区，采集单元211可以获取每一用户的实时位置信息，并确定用户进入风景区第一时间点和离开风景区的第二时间点，进而计算出用户在该风景区的停留时长。具体可以包括以下三部分：Among them, the
1)风景区区域获取。数据采集单元211可以基于地理地图人工生产的风景区地理位置面的信息，得到风景区区域面坐标。1) Obtaining the scenic area. The
2)停留时长计算。数据采集单元211可以获取用户的实时位置信息，得到用户进入风景区区域面的第一时间点t1和用户离开风景区区域面且距离区域面边界100m直线范围内的第一时间点t2，通过计算时间差T＝t2-t1，得到该用户在该风景区的停留时长。2) Calculate the length of stay. The
3)筛除异常值。数据采集单元211可以对采集的M个用户的停留时长T中过长和过短的异常值进行筛除，可以设定两个阈值(比如：10分钟、24小时)，对于不在两个阈值区间内的进行删除，只保存符合要求的停留时长。3) Screen out outliers. The
其中，统计单元212主要用于将预设时间周期内的同一风景区内采集的所有停留时长进行聚合。聚合后的时间分布会近似于高斯分布，取中位数Tmid，从而取得该风景区的游览预估时长。Wherein, the
其中，创建单元213主要用于创建游览时间数据库。所述游览时间数据库主要用于将每个风景区与其对应的游览预估时长对应存储，并提供检索服务，以风景区的名称为索引，可以查询获取风景区对应的游览预估时间。Wherein, the creating
二、在线筛选模块220主要用于接收用户对目标路线的评估请求，并获取所述目标路线的交通预估时长和所述N个风景区的游览预估时长，以确定所述目标路线的预估时长，进而输出所述目标路线的评估结果。2. The
具体的，如图2所示，在线筛选模块220主要包括风景区解析单元221、路线解析单元222和评估单元223三个部分。Specifically, as shown in FIG. 2 , the
其中，风景区解析单元221主要用于从所述目标路线中解析出其连接的N个风景区，之后，以所述N个风景区的名称为索引，在游览时间数据库中查询获取每一风景区对应的游览预估时长。Among them, the scenic
其中，路线解析单元222主要用于调用地图路线规划服务中的行驶时间预估功能，将所述目标路线拆分成以相邻两个风景区为端点的若干路线，然后预估得到相邻两个风景区之间的交通预估时长。Among them, the
其中，评估单元223主要用于将所述N个风景区的游览预估时长与相邻两风景区之间的交通预估时长相加，得到所述目标路线的预估时长；之后，根据所述目标路线的预估时长和用户对所述目标路线的计划时长，确定所述目标路线的评估结果。Wherein, the
具体的，所述目标路线的预估时长可以表示为Ttotal，用户对所述目标路线的计划用时可以表示为[Tmin，Tmax]，若Ttotal落在[Tmin，Tmax]内，则输出所述目标路线的评估结果为合理路线，反之则输出所述目标路线的评估结果为不合理路线。进一步的，还可以计算Ttotal与[Tmin，Tmax]的方差确定所述目标路线的具体评估分数。Specifically, the estimated duration of the target route can be expressed as Ttotal , and the user's planned time for the target route can be expressed as [Tmin , Tmax ], if Ttotal falls within [Tmin , Tmax ] , the output evaluation result of the target route is a reasonable route; otherwise, the output evaluation result of the target route is an unreasonable route. Further, the variance of Ttotal and [Tmin , Tmax ] can also be calculated to determine the specific evaluation score of the target route.
综上所述，本申请实施例提供的路线评估方法，电子设备可以响应于用户对目标路线的评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定；之后，可以根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。通过预先采集的用户游览数据确定目标路线连接的N个风景区的游览预估时长，为评估目标路线是否满足用户计划的需求提供依据，进而为用户确定目标路线的计划用时提供了更加客观、更加准确的参考信息。To sum up, in the route evaluation method provided by the embodiments of the present application, the electronic device can obtain the estimated duration of the target route in response to the user's assessment request for the target route, and the estimated duration of the target route includes the target route. The estimated traffic duration of the route and the estimated tour duration of the N scenic areas, the estimated tour duration of the N scenic areas is determined by the pre-collected user tour data; after that, the estimated duration of the target route can be According to the duration and the user's planned duration of the target route, the evaluation result of the target route is output. The estimated tour duration of N scenic spots connected by the target route is determined by the pre-collected user tour data, which provides a basis for evaluating whether the target route meets the needs of the user's plan, and then provides a more objective and more objective way for the user to determine the planned time of the target route. accurate reference information.
根据本申请的实施例，本申请还提供了一种风景区游览预估时长计算方法。所述方法可以应用于电子设备，所述电子设备可以是手机、平板电脑(Tablet PersonalComputer)、膝上型电脑(Laptop Computer)、个人数字助理(personal digitalassistant，PDA)、移动上网装置(Mobile Internet Device，MID)或可穿戴式设备(Wearable Device)等；所述电子设备也可以是是云端的计算机、服务器、车载设备等具备数据处理功能的设备或者数据平台。具体可根据实际情况确定，本申请实施例在此不作限定。According to an embodiment of the present application, the present application further provides a method for calculating the estimated duration of a scenic tour. The method can be applied to electronic equipment, and the electronic equipment can be a mobile phone, a tablet computer (Tablet PersonalComputer), a laptop computer (Laptop Computer), a personal digital assistant (personal digital assistant, PDA), a mobile Internet Device (Mobile Internet Device) , MID) or wearable device (Wearable Device), etc.; the electronic device may also be a cloud computer, server, vehicle-mounted device, or other device or data platform with data processing functions. Specifically, it can be determined according to the actual situation, which is not limited in this embodiment of the present application.
请参见图3，图3是本申请的实施例提供的一种风景区游览预估时长计算方法的流程图，所述方法包括：Please refer to FIG. 3. FIG. 3 is a flowchart of a method for calculating the estimated duration of a scenic tour provided by an embodiment of the present application, and the method includes:
S301、采集预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值；S301. Collect the length of stay of M users in the first scenic area within a preset time period, where M is a positive integer and greater than a preset threshold;
S302、对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长。S302. Perform aggregation processing on the stay durations of the M users in the first scenic area to obtain an estimated tour duration corresponding to the first scenic area.
可选的，采集用户在所述第一风景区的停留时长，包括：Optionally, collect the length of stay of the user in the first scenic area, including:
监测用户在所述第一风景区中的实时位置信息；monitoring the real-time location information of the user in the first scenic area;
获取第一时间点，所述第一时间点为所述用户进入第一区域的时间点；所述第一区域为所述第一风景区的边界所围成的区域；acquiring a first time point, where the first time point is the time point when the user enters the first area; the first area is an area surrounded by the boundary of the first scenic area;
获取第二时间点，所述第二时间点为所述用户离开第二区域的时刻，所述第二区域包括所述第一区域，且所述第一区域大于或者等于所述第一区域；acquiring a second time point, where the second time point is the moment when the user leaves the second area, the second area includes the first area, and the first area is greater than or equal to the first area;
根据所述第一时间点和所述第二时间点，确定所述用户在所述第一风景区的停留时长。According to the first time point and the second time point, the length of stay of the user in the first scenic area is determined.
本申请实施例的具体实施方式可以参照本申请的实施例提供的一种路线评估方法中对于风景区游览预估时长计算方法的具体实施方式，且能达到相同的有益效果，为避免重复，在此不再赘述。For the specific implementation of the embodiments of the present application, reference may be made to the specific implementation of the method for calculating the estimated duration of scenic tours in a route evaluation method provided in the embodiments of the present application, and the same beneficial effects can be achieved. This will not be repeated here.
本申请实施例提供的风景区游览预估时长计算方法，采集预设时间周期内M个用户在第一风景区的停留时长；对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长。通过预先采集的用户游览数据确定目标路线连接的N个风景区的游览预估时长，为评估目标路线是否满足用户计划的需求提供依据，进而为用户确定目标路线的计划用时提供了更加客观、更加准确的参考信息。The method for calculating the estimated duration of sightseeing in a scenic area provided by the embodiment of the present application collects the duration of stay of M users in the first scenic area within a preset time period; and aggregates the duration of stay of the M users in the first scenic area. , to obtain the estimated tour duration corresponding to the first scenic spot. The estimated tour duration of the N scenic spots connected by the target route is determined by the pre-collected user tour data, which provides a basis for evaluating whether the target route meets the needs of the user's plan, and then provides a more objective and more objective way for the user to determine the planned time of the target route. accurate reference information.
本申请还提供了一种路线评估装置。The present application also provides a route evaluation device.
如图4所示，路线评估装置400，包括：As shown in FIG. 4, the
接收模块401，用于接收用户对目标路线的评估请求，所述评估请求携带有用户对所述目标路线的计划时长，所述目标路线为连接N个风景区的路线，N为正整数；A receiving
获取模块402，用于响应于所述评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定；The obtaining
评估模块403，用于根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。The
可选的，获取模块402具体用于：Optionally, the obtaining
在预先创建的游览时间数据库中检索所述N个风景区对应的游览预估时长；其中，所述游览时间数据库中存储有风景区与游览预估时长之间的对应关系，所述游览时间数据库中存储的风景区的游览预估时长通过预先采集的用户游览数据确定。Retrieve the estimated tour durations corresponding to the N scenic spots in the pre-created tour time database; wherein, the tour time database stores the correspondence between the scenic spots and the estimated tour durations, and the tour time database The estimated tour duration of the scenic area stored in the .
可选的，获取模块402包括：Optionally, the obtaining
采集单元，用于采集预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值；a collection unit, configured to collect the length of stay of M users in the first scenic area within a preset time period, where M is a positive integer and greater than a preset threshold;
聚合单元，用于对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长；an aggregation unit, configured to perform aggregation processing on the length of stay of the M users in the first scenic area to obtain an estimated tour duration corresponding to the first scenic area;
存储单元，用于将所述第一风景区对应的游览预估时长存储于所述游览时间数据库中。A storage unit, configured to store the estimated tour duration corresponding to the first scenic area in the tour time database.
可选的，所述采集单元包括：Optionally, the collection unit includes:
监测子单元，用于监测用户在所述第一风景区中的实时位置信息；a monitoring subunit for monitoring the real-time location information of the user in the first scenic area;
第一获取子单元，用于获取第一时间点，所述第一时间点为所述用户进入第一区域的时间点；所述第一区域为所述第一风景区的边界所围成的区域；a first acquisition subunit, configured to acquire a first time point, where the first time point is the time point when the user enters the first area; the first area is surrounded by the boundary of the first scenic area area;
第二获取子单元，用于获取第二时间点，所述第二时间点为所述用户离开第二区域的时刻，所述第二区域包括所述第一区域，且所述第二区域大于或者等于所述第一区域；A second obtaining subunit, configured to obtain a second time point, where the second time point is the time when the user leaves the second area, the second area includes the first area, and the second area is greater than or equal to the first region;
确定子单元，用于根据所述第一时间点和所述第二时间点，确定所述用户在所述第一风景区的停留时长。A determination subunit, configured to determine the length of stay of the user in the first scenic area according to the first time point and the second time point.
可选的，评估模块403包括：Optionally, the
第一评估单元，用于在所述目标路线的预估时长处于所述计划时长对应的时间范围内的情况下，输出所述目标路线的评估结果为合理路线；a first evaluation unit, configured to output an evaluation result of the target route as a reasonable route when the estimated duration of the target route is within the time range corresponding to the planned duration;
第二评估单元，用于在所述目标路线的预估时长未处于所述计划时长对应的时间范围内的情况下，输出所述目标路线的评估结果为不合理路线。A second evaluation unit, configured to output an evaluation result of the target route as an unreasonable route when the estimated duration of the target route is not within the time range corresponding to the planned duration.
可选的，评估模块403包括：Optionally, the
第三评估单元，用于根据所述目标路线的预估时长与所述计划时长对应的时间范围之间的差异程度，输出所述目标路线的评估分数。A third evaluation unit, configured to output an evaluation score of the target route according to the degree of difference between the estimated duration of the target route and the time range corresponding to the planned duration.
本申请的上述实施例中，路线评估装置400可实现图1所示的方法实施例中实现的各个过程，且可以达到相同有益效果，为避免重复，这里不再赘述。In the above-mentioned embodiments of the present application, the
本申请还提供了一种风景区游览预估时长计算装置。The present application also provides a device for calculating the estimated duration of a scenic tour.
如图5所示，风景区游览预估时长计算装置500，包括：As shown in FIG. 5 , the
采集模块501，用于采集预设时间周期内M个用户在第一风景区的停留时长，M为正整数且大于预设阈值；A
聚合模块502，用于对所述M个用户在第一风景区的停留时长进行聚合处理，得到所述第一风景区对应的游览预估时长。The
可选的，采集模块501包括：Optionally, the
监测单元，用于监测用户在所述第一风景区中的实时位置信息；a monitoring unit for monitoring the real-time location information of the user in the first scenic area;
第一获取单元，用于获取第一时间点，所述第一时间点为所述用户进入第一区域的时间点；所述第一区域为所述第一风景区的边界所围成的区域；a first acquiring unit, configured to acquire a first time point, where the first time point is the time point when the user enters a first area; the first area is an area surrounded by the boundary of the first scenic area ;
第二获取单元，用于获取第二时间点，所述第二时间点为所述用户离开第二区域的时刻，所述第二区域包括所述第一区域，且所述第二区域大于或者等于所述第一区域；a second acquiring unit, configured to acquire a second time point, where the second time point is the time when the user leaves the second area, the second area includes the first area, and the second area is greater than or is equal to the first region;
确定单元，用于根据所述第一时间点和所述第二时间点，确定所述用户在所述第一风景区的停留时长。A determining unit, configured to determine the length of stay of the user in the first scenic area according to the first time point and the second time point.
本申请的上述实施例中，风景区游览预估时长计算装置500可实现图3所示的方法实施例中实现的各个过程，且可以达到相同有益效果，为避免重复，这里不再赘述。In the above-mentioned embodiments of the present application, the
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 the embodiments of the present application, the present application further provides an electronic device, a readable storage medium, and a computer program product.
图6示出了可以用来实施本申请的实施例的示例电子设备600的示意性框图。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。FIG. 6 shows a schematic block diagram of an example
如图6所示，设备600包括计算单元601，其可以根据存储在只读存储器(ROM)602中的计算机程序或者从存储单元608加载到随机访问存储器(RAM)603中的计算机程序，来执行各种适当的动作和处理。在RAM 603中，还可存储设备600操作所需的各种程序和数据。计算单元601、ROM 602以及RAM 603通过总线604彼此相连。输入/输出(I/O)接口605也连接至总线604。As shown in FIG. 6 , the
设备600中的多个部件连接至I/O接口605，包括：输入单元606，例如键盘、鼠标等；输出单元607，例如各种类型的显示器、扬声器等；存储单元608，例如磁盘、光盘等；以及通信单元609，例如网卡、调制解调器、无线通信收发机等。通信单元609允许设备600通过诸如因特网的计算机网络和/或各种电信网络与其他设备交换信息/数据。Various components in the
计算单元601可以是各种具有处理和计算能力的通用和/或专用处理组件。计算单元601的一些示例包括但不限于中央处理单元(CPU)、图形处理单元(GPU)、各种专用的人工智能(AI)计算芯片、各种运行机器学习模型算法的计算单元、数字信号处理器(DSP)、以及任何适当的处理器、控制器、微控制器等。计算单元601执行上文所描述的各个方法和处理，例如路线评估方法或者风景区游览预估时长计算方法。例如，在一些实施例中，路线评估方法或者风景区游览预估时长计算方法可被实现为计算机软件程序，其被有形地包含于机器可读介质，例如存储单元608。在一些实施例中，计算机程序的部分或者全部可以经由ROM602和/或通信单元609而被载入和/或安装到设备600上。当计算机程序加载到RAM603并由计算单元601执行时，可以执行上文描述的路线评估方法或者风景区游览预估时长计算方法的一个或多个步骤。备选地，在其他实施例中，计算单元601可以通过其他任何适当的方式(例如，借助于固件)而被配置为执行路线评估方法或者风景区游览预估时长计算方法。
本文中以上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、场可编程门阵列(FPGA)、专用集成电路(ASIC)、专用标准产品(ASSP)、芯片上系统的系统(SOC)、负载可编程逻辑设备(CPLD)、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 above may be implemented in digital electronic circuitry, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips system (SOC), load programmable logic device (CPLD), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include being implemented in one or more computer programs executable and/or interpretable on a programmable system including at least one programmable processor that The processor, which may be a special purpose or general-purpose programmable processor, may 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 an output device.
用于实施本申请的方法的程序代码可以采用一个或多个编程语言的任何组合来编写。这些程序代码可以提供给通用计算机、专用计算机或其他可编程数据处理装置的处理器或控制器，使得程序代码当由处理器或控制器执行时使流程图和/或框图中所规定的功能/操作被实施。程序代码可以完全在机器上执行、部分地在机器上执行，作为独立软件包部分地在机器上执行且部分地在远程机器上执行或完全在远程机器或服务器上执行。Program code for implementing the methods of the present application may be written in any combination of one or more programming languages. These program codes may be provided to a processor or controller of a general purpose computer, special purpose computer or other programmable data processing apparatus, such that the program code, when executed by the processor or controller, performs the functions/functions specified in the flowcharts and/or block diagrams. Action is implemented. The program code may execute entirely on the machine, partly on the machine, partly on the machine and partly on a remote machine as a stand-alone software package or entirely on the remote machine or server.
在本申请的上下文中，机器可读介质可以是有形的介质，其可以包含或存储以供指令执行系统、装置或设备使用或与指令执行系统、装置或设备结合地使用的程序。机器可读介质可以是机器可读信号介质或机器可读储存介质。机器可读介质可以包括但不限于电子的、磁性的、光学的、电磁的、红外的、或半导体系统、装置或设备，或者上述内容的任何合适组合。机器可读存储介质的更具体示例会包括基于一个或多个线的电气连接、便携式计算机盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦除可编程只读存储器(EPROM或快闪存储器)、光纤、便捷式紧凑盘只读存储器(CD-ROM)、光学储存设备、磁储存设备、或上述内容的任何合适组合。In the context of this application, a machine-readable medium may be a tangible medium that may contain or store the program for use by or in connection with the instruction execution system, apparatus or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. Machine-readable media may include, but are not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or devices, or any suitable combination of the foregoing. More specific examples of machine-readable storage media would include one or more wire-based electrical connections, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), fiber optics, compact disk read only memory (CD-ROM), optical storage, magnetic storage, or any suitable combination of the foregoing.
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 may be implemented on a computer having a display device (eg, a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user ); and a keyboard and pointing device (eg, a mouse or trackball) through which a user can provide input to the computer. Other kinds 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 (eg, visual feedback, auditory feedback, or tactile feedback); and can be in any form (including acoustic input, voice input, or tactile input) to receive input from the user.
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 on a computing system that includes back-end components (eg, as a data server), or a computing system that includes middleware components (eg, an application server), or a computing system that includes front-end components (eg, a user's computer having a graphical user interface or web browser through which a user may interact with implementations of the systems and techniques described herein), or including such backend components, middleware components, Or any combination of front-end components in a computing system. The components of the system may be interconnected by any form or medium of digital data communication (eg, a communication network). Examples of communication networks include: Local Area Networks (LANs), Wide Area Networks (WANs), 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。A computer system can include clients and servers. Clients and servers are generally remote from each other and usually interact through a communication network. The relationship of client and server arises by computer programs running on the respective computers and having a client-server relationship to each other.
根据本申请实施例的技术方案，电子设备可以响应于用户对目标路线的评估请求，获取所述目标路线的预估时长，所述目标路线的预估时长包括所述目标路线的交通预估时长和所述N个风景区的游览预估时长，所述N个风景区的游览预估时长通过预先采集的用户游览数据确定；之后，可以根据所述目标路线的预估时长和用户对所述目标路线的计划时长，输出所述目标路线的评估结果。通过预先采集的用户游览数据确定目标路线连接的N个风景区的游览预估时长，为评估目标路线是否满足用户计划的需求提供依据，进而为用户确定目标路线的计划用时提供了更加客观、更加准确的参考信息。According to the technical solutions of the embodiments of the present application, the electronic device may obtain the estimated duration of the target route in response to the user's evaluation request for the target route, where the estimated duration of the target route includes the estimated traffic duration of the target route and the estimated tour duration of the N scenic areas, the estimated tour duration of the N scenic areas is determined by pre-collected user tour data; The planned duration of the target route, and the evaluation result of the target route is output. The estimated tour duration of N scenic spots connected by the target route is determined by the pre-collected user tour data, which provides a basis for evaluating whether the target route meets the needs of the user's plan, and then provides a more objective and more objective way for the user to determine the planned time of the target route. accurate reference information.
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，本发公开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 steps may be reordered, added or deleted using the various forms of flow shown above. For example, the steps described in the present disclosure can be executed in parallel, sequentially, or in different orders. As long as the desired results of the technical solutions disclosed in the present application can be achieved, no limitation is imposed herein.
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-mentioned specific embodiments do not constitute a limitation on the protection scope of the present application. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may occur depending on design requirements and other factors. Any modifications, equivalent replacements and improvements made within the spirit and principles of this application shall be included within the protection scope of this application.
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