技术领域technical field
本发明涉及计算机技术领域，尤其涉及一种可用资源推荐方法和装置。The present invention relates to the field of computer technology, in particular to a method and device for recommending available resources.
背景技术Background technique
随着商业竞争的愈演愈烈，商家经常会采取不同的营销策略去推广、传播和销售自家的产品，以吸引用户消费。作为营销策略的一种，“让利”策略以减少产品销售利润为代价，使消费者用户从购买本商家产品中得到更多的实惠，以促进产品销售。As business competition intensifies, merchants often adopt different marketing strategies to promote, disseminate and sell their own products in order to attract users to consume. As a kind of marketing strategy, the strategy of "distributing profits" is at the cost of reducing the profit of product sales, so that consumers can get more benefits from purchasing the products of this merchant, so as to promote product sales.
“让利”策略具体可以为向消费者发放优惠券，以使消费者用户可以凭借优惠券得到相关的优惠，例如：买A产品赠送B产品、买A产品可以打折等；也可以提供会员制服务，即通过基于会员卡的打折、积分、客户管理等功能使消费者用户获得优惠，例如：积分兑换、满次减免等。The "profit sharing" strategy can specifically issue coupons to consumers, so that consumers and users can get relevant discounts by virtue of coupons, for example: buy product A and get product B as a gift, and buy product A can get a discount, etc. Membership services can also be provided , that is, through membership card-based discounts, points, customer management and other functions, consumers and users can obtain preferential offers, such as point exchange, full-time reduction and exemption, etc.
但目前，消费者用户在获取到会员卡、优惠券等可用资源后，经常会出现因为遗忘而导致资源过期的情况；或者，可用资源对应的商家有发送提示短信给消费者用户，但消费者用户在接收到提示短信的时候可能并无消费需求，过后又遗忘的情况，导致资源的浪费。However, at present, after consumers obtain available resources such as membership cards and coupons, they often forget to cause the resources to expire; or, the merchants corresponding to the available resources send reminder messages to consumers, but consumers The user may not have a consumption demand when receiving the reminder message, and then forgets it later, resulting in a waste of resources.
发明内容Contents of the invention
本发明实施例提供一种可用资源推荐方法，以解决现有的可用资源由于遗忘或者提示时机不准而被遗忘，导致的资源被浪费的问题。An embodiment of the present invention provides a method for recommending available resources, so as to solve the problem of resource waste caused by existing available resources being forgotten due to forgetting or inaccurate prompt timing.
为了解决上述技术问题，本发明是这样实现的：In order to solve the problems of the technologies described above, the present invention is achieved in that:
第一方面，提供了一种可用资源推荐方法，包括：In the first aspect, a method for recommending available resources is provided, including:
确定目标用户对应的位置信息和/或时间信息；Determine the location information and/or time information corresponding to the target user;
查找所述目标用户的可用资源列表，以获取与所述位置信息和/或所述时间信息相匹配的可用资源；Searching the list of available resources of the target user, so as to obtain the available resources matching the location information and/or the time information;
发出推荐消息，以将所述相匹配的可用资源推荐给所述目标用户；sending a recommendation message to recommend the matched available resources to the target user;
所述目标用户对应的位置信息和/或时间信息包括：所述目标用户当前的位置信息和/或时间信息，或者，所述目标用户输入的位置信息和/或时间信息。The location information and/or time information corresponding to the target user includes: the current location information and/or time information of the target user, or the location information and/or time information input by the target user.
第二方面，提供了一种可用资源推荐装置，包括：In the second aspect, a device for recommending available resources is provided, including:
确定单元，用于确定目标用户对应的位置信息和/或时间信息；a determining unit, configured to determine the location information and/or time information corresponding to the target user;
查找单元，用于查找所述目标用户的可用资源列表，以获取与所述位置信息和/或所述时间信息相匹配的可用资源；a search unit, configured to search the list of available resources of the target user, so as to obtain available resources matching the location information and/or the time information;
发出单元，用于发出推荐消息，以将所述相匹配的可用资源推荐给所述目标用户；a sending unit, configured to send a recommendation message to recommend the matched available resources to the target user;
其中，所述目标用户对应的位置信息和/或时间信息包括所述目标用户当前的位置信息和/或时间信息，或者，所述目标用户输入的位置信息和/或时间信息。Wherein, the location information and/or time information corresponding to the target user includes the current location information and/or time information of the target user, or the location information and/or time information input by the target user.
第三方面，提供了一种移动终端，包括：存储器、处理器及存储在所述存储器上并可在所述处理器上运行的可用资源推荐程序，所述可用资源推荐程序被所述处理器执行时实现如上述的可用资源推荐方法的步骤。In a third aspect, a mobile terminal is provided, including: a memory, a processor, and an available resource recommendation program stored on the memory and operable on the processor, and the available resource recommendation program is executed by the processor During execution, the steps of the method for recommending available resources as described above are realized.
在本发明实施例中，通过基于用户对应的位置信息和/或时间信息，对用户的可用资源进行匹配处理，以从可用资源列表中选择出用户可能感兴趣的可用资源，并推荐给用户，能够提示用户及时使用推荐的可用资源，达到提高资源利用率的目的。In the embodiment of the present invention, by matching the user's available resources based on the user's corresponding location information and/or time information, the available resources that the user may be interested in are selected from the available resource list and recommended to the user. It can prompt the user to use the recommended available resources in time, so as to achieve the purpose of improving resource utilization.
附图说明Description of drawings
此处所说明的附图用来提供对本发明的进一步理解，构成本发明的一部分，本发明的示意性实施例及其说明用于解释本发明，并不构成对本发明的不当限定。在附图中：The accompanying drawings described here are used to provide a further understanding of the present invention, and constitute a part of the present invention. The schematic embodiments of the present invention and their descriptions are used to explain the present invention, and do not constitute improper limitations to the present invention. In the attached picture:
图1为本发明实施例1提供的一种可用资源推荐方法的流程示意图；FIG. 1 is a schematic flowchart of a method for recommending available resources provided in Embodiment 1 of the present invention;
图2为本发明实施例2提供的一种可用资源推荐方法中整理可用资源的流程示意图；FIG. 2 is a schematic flow diagram of organizing available resources in a method for recommending available resources provided in Embodiment 2 of the present invention;
图3为本发明实施例3提供的一种可用资源推荐装置的结构示意图；FIG. 3 is a schematic structural diagram of an apparatus for recommending available resources provided in Embodiment 3 of the present invention;
图4为本发明实施例4提供的一种可用资源推荐装置的结构示意图；FIG. 4 is a schematic structural diagram of an apparatus for recommending available resources according to Embodiment 4 of the present invention;
图5为本发明实施例5提供的终端设备的结构示意图。FIG. 5 is a schematic structural diagram of a terminal device provided by Embodiment 5 of the present invention.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
实施例1Example 1
图1为本发明实施例1提供的一种可用资源推荐方法的流程示意图，参见图1，该方法具体可以包括如下步骤：Fig. 1 is a schematic flowchart of a method for recommending available resources provided by Embodiment 1 of the present invention. Referring to Fig. 1, the method may specifically include the following steps:
步骤12、确定目标用户对应的位置信息和/或时间信息；Step 12, determining the location information and/or time information corresponding to the target user;
需要说明的是，步骤12的一种实现方式可以为：It should be noted that one implementation of step 12 may be as follows:
终端自动定位终端当前的位置，作为目标用户的位置；以当前的时间为目标用户对应的时间信息。The terminal automatically locates the current location of the terminal as the location of the target user; the current time is used as the time information corresponding to the target user.
其中，定位方式可以为基于GPS的定位，或者，基于移动运营网的基站的定位。Wherein, the positioning manner may be positioning based on GPS, or positioning based on a base station of a mobile operation network.
步骤12的另一种实现方式可以为：Another implementation of step 12 can be:
用户进入搜索界面，然后，输入的位置信息和/或时间信息，例如：安贞门地铁站和/或2017年10月12日10:00。终端将接收到的特定位置信息和/或特定时间信息作为后续匹配的标准。The user enters the search interface, and then inputs location information and/or time information, for example: Anzhenmen Subway Station and/or 10:00 on October 12, 2017. The terminal uses the received specific location information and/or specific time information as a standard for subsequent matching.
其中，特定位置信息和/或特定时间信息与当前的位置信息和/或时间信息可以相同，也可以不同。Wherein, the specific location information and/or specific time information may be the same as or different from the current location information and/or time information.
步骤14、查找所述目标用户的可用资源列表，以获取与所述位置信息和/或所述时间信息相匹配的可用资源；Step 14, searching the list of available resources of the target user, so as to obtain the available resources matching the location information and/or the time information;
其中，可用资源列表中保存有可用资源以及可用资源的相关信息，例如：与可用资源关联的位置信息，可用资源的有效期，可用资源的类型等。其中，与可用资源关联的位置信息为可使用可用资源的地点的位置，例如：优惠券上记载的地址，也可以为会员卡上记载的商家的店面所在地和授权分店所在地。Wherein, the available resources and related information of the available resources are stored in the available resources list, for example: location information associated with the available resources, validity period of the available resources, types of the available resources, and the like. Wherein, the location information associated with the available resources is the location where the available resources can be used, for example: the address recorded on the coupon, or the location of the merchant's storefront and the authorized branch location recorded on the membership card.
需要说明的是，根据用户需求，可自由设定匹配可用资源的标准，例如：仅以用户的位置信息为准，查找可用资源；或者，仅以用户的时间信息为准，查找可用资源，或者，以用户的位置信息和时间信息为准，查找可用资源。It should be noted that, according to the user's needs, the criteria for matching available resources can be freely set, for example: only the user's location information is used as the criterion to find available resources; or only the user's time information is used as the criterion to find available resources, or , to find available resources based on the user's location information and time information.
相应地，步骤14的一种实现方式可以为：Correspondingly, an implementation of step 14 may be:
对比所述目标用户对应的位置信息和与所述可用资源关联的位置信息，确定目标用户与使用可用资源的地点之间的距离值；Comparing the location information corresponding to the target user with the location information associated with the available resources, to determine the distance value between the target user and the place where the available resources are used;
判断可用资源对应的距离值是否处于预设范围内，例如：距离目标用户1km的范围内，若是，则将其从可用资源列表中选取出来，并作为相匹配的可用资源。Determine whether the distance value corresponding to the available resource is within a preset range, for example: within 1 km from the target user, and if so, select it from the list of available resources and use it as a matching available resource.
或者，以距离值为准，对各可用资源进行排序，并从序列中选取出预定数据的可用资源，作为相匹配的可用资源。Alternatively, the available resources are sorted based on the distance value, and the available resource of predetermined data is selected from the sequence as the matching available resource.
步骤14的另一种实现方式可以为：Another implementation of step 14 can be:
确定与所述时间信息相匹配的行为活动的类型，例如：在正常的吃饭时间范围内的时间信息对应的行为活动的类型为餐饮(例：早上8:00-9:00，中午12:00-13:00，下午：17:00-19:00)，在周末的非吃饭时间对应的行为活动的类型可以为逛街等等。不难理解的是，基于时间信息确定对应的行为活动的类型可根据经验值设定，此处不做限定。Determine the type of behavioral activity that matches the time information, for example: the type of behavioral activity corresponding to the time information within the normal meal time range is catering (for example: 8:00-9:00 in the morning, 12:00 noon -13:00, afternoon: 17:00-19:00), the type of behavior activity corresponding to non-meal time on weekends can be shopping and so on. It is not difficult to understand that the determination of the type of the corresponding behavior activity based on the time information may be set according to experience values, which is not limited here.
然后，从所述可用资源列表中查找出与确定的行为活动的类型对应的类型的可用资源。例如：类型为餐饮时，可查找与餐饮相关的可用资源(例：A店的麻辣香锅5折优惠券)。Then, find out the available resources of the type corresponding to the determined type of behavior activity from the available resource list. For example: when the type is catering, you can search for available resources related to catering (for example: a 50% discount coupon for spicy hot pot in store A).
步骤14的又一种的实现方式可以为：Another implementation of step 14 may be:
确定所述目标用户对应的位置信息与所述可用资源列表中的可用资源的位置信息之间的距离信息；determining distance information between the location information corresponding to the target user and the location information of the available resources in the available resource list;
确定与所述目标用户对应的时间信息相匹配的行为活动的类型，并基于所述相匹配的行为活动的类型确定所述可用资源列表中的可用资源与所述行为活动之间的匹配度；determining the type of behavioral activity that matches the time information corresponding to the target user, and determining the matching degree between the available resources in the available resource list and the behavioral activity based on the type of the matched behavioral activity;
根据所述距离信息和所述匹配度从所述可用资源列表中选取出至少一个可用资源，作为与所述位置信息和所述时间信息相匹配的可用资源。Selecting at least one available resource from the available resource list according to the distance information and the matching degree as the available resource matching the location information and the time information.
需要说明的是，本实现方式从位置信息和时间信息两个角度来选取可用资源，即基于目标用于与使用可用资源的地点之间的距离值，以及对应的行为活动的类型与可用资源的类型之间的匹配度，两个参数值，确定目标用户对可用资源列表中各可用资源的感兴趣度，进而基于感兴趣度选取出一个或者多个感兴趣的可用资源。It should be noted that this implementation method selects available resources from two perspectives of location information and time information, that is, based on the distance value between the target use and the place where the available resources are used, and the type of corresponding behavior and the relationship between the available resources. The degree of matching between types, two parameter values, determines the target user's degree of interest in each available resource in the available resource list, and then selects one or more interested available resources based on the degree of interest.
对上述三种实现方式，举例来说：For the above three implementation methods, for example:
场景1：若当前时间为中午时段(11:30-13:30)，则用户一般有用午餐的需求，若此时用户所在位置与可用资源列表中某个商户位置匹配，且该商户用户有待使用的优惠券，则可以推荐用户使用。Scenario 1: If the current time is noon (11:30-13:30), the user generally needs lunch. If the user's location matches the location of a merchant in the available resource list at this time, and the merchant user is to be used , you can recommend users to use it.
场景2：若当前时间为晚上时段(17:30-22:00)，则用户一般有用晚餐以及逛商场的需求，若此时用户所在位置与可用资源列表中某个商户位置匹配，且该商户用户有待使用的优惠券或者商户有优惠活动，则可以推荐用户使用优惠券或者参与活动。Scenario 2: If the current time is in the evening (17:30-22:00), the user generally has dinner and shopping needs. If the user's location matches the location of a merchant in the available resource list, and the merchant If the user has a coupon to be used or the merchant has a promotional activity, the user can be recommended to use the coupon or participate in the activity.
场景3：若当前时间为周末上午10:00-11:00或者下午14:00-17:00，则用户可能有休息一下喝点饮品的需求，若此时用户所在位置与可用资源列表中某个商户位置匹配，且该商户用户有待使用的优惠券，则可以推荐用户使用。Scenario 3: If the current time is 10:00-11:00 am or 14:00-17:00 pm on weekends, the user may need to take a break and have a drink. If a merchant location matches, and the merchant user has a coupon to be used, the user can be recommended to use it.
不难理解的是，对于每个不同的用户，工作日与周末可能会不同，本实施例可通过机器学习的方式识别用户的工作日和周末，以及每天的作息信息等。It is not difficult to understand that for each different user, weekdays and weekends may be different, and this embodiment can identify the user's weekdays and weekends, as well as daily work and rest information, etc. by means of machine learning.
步骤16、发出推荐消息，以将所述相匹配的可用资源推荐给所述目标用户。Step 16. Send a recommendation message to recommend the matched available resources to the target user.
需要说明的是，步骤16的一种实现方式可以为：It should be noted that one implementation of step 16 may be as follows:
在通知栏中展示推荐消息，所述推荐消息中携带有所述相匹配的可用资源、使用所述可用资源的地点与所述目标用户之间的距离值、目标用户达到使用可用资源的地点所需的时间等中的至少一个。A recommendation message is displayed in the notification bar, and the recommendation message carries the matching available resources, the distance value between the location where the available resources are used and the target user, and the distance the target user needs to reach the location where the available resources are used. at least one of the required time and the like.
可见，本实施例通过整理用户的会员卡、优惠券等可用资源，以在基于用户的位置信息和/时间信息匹配到合适的可用资源时，将其推荐给用户，以提示用户及时使用该推荐的可用资源，避免可用资源被遗忘或者提示时机不准、可用资源被遗忘的情况，进而达到提高可用资源利用率的目的。It can be seen that in this embodiment, by sorting out the available resources such as the user's membership card and coupons, when a suitable available resource is matched based on the user's location information and/or time information, it is recommended to the user to prompt the user to use the recommended resource in a timely manner. The available resources can be avoided, and the situation that the available resources are forgotten or the timing of the reminder is inaccurate, and the available resources are forgotten, so as to achieve the purpose of improving the utilization rate of the available resources.
另外，本实施例中，目标用户可自由设置位置信息和/或时间信息，以及匹配可用资源的规则，进而可解决不同偏好不同导致的匹配精度波动较大的问题，可提高对不同用户的匹配精度，进一步地提高可用资源的利用率。In addition, in this embodiment, the target user can freely set location information and/or time information, as well as rules for matching available resources, which can further solve the problem of large fluctuations in matching accuracy caused by different preferences, and improve the matching of different users. accuracy, further improving the utilization of available resources.
实施例2Example 2
图2为本发明实施例2提供的一种可用资源推荐方法中整理可用资源的流程示意图，参见图2，本实施例在实施例1的基础上，进一步地公开了整理可用资源的步骤，具体可用包括：Fig. 2 is a schematic flow diagram of sorting out available resources in a method for recommending available resources provided by Embodiment 2 of the present invention. Referring to Fig. 2, this embodiment further discloses the steps of sorting out available resources on the basis of Embodiment 1, specifically Available include:
步骤22、采集所述目标用户的实体证件的图像，实体证件可以为资源的实体载体；Step 22, collecting the image of the physical certificate of the target user, the physical certificate can be the physical carrier of the resource;
需要说明的是，步骤22的一种实现方式可以为：It should be noted that one implementation of step 22 may be:
调用终端的图像采集装置，例如：摄像头，采集目标用户放置好的实体证件的图像，例如：会员卡、优惠券等。The image acquisition device of the terminal is invoked, such as a camera, to collect images of physical certificates placed by the target user, such as membership cards, coupons, etc.
步骤24、识别所述实体证件的图像，以确定所述目标用户的资源；Step 24, identifying the image of the physical certificate to determine the resource of the target user;
需要说明的是，步骤24的一种实现方式可以为：It should be noted that one implementation of step 24 may be:
对所述实体证件的图像进行识别处理，以确定出资源和/或资源对应的拥有者的标识；若识别出资源对应的拥有者的标识，则基于拥有者的标识进行联网搜索，以确定出对应的资源，作为所述目标用户的资源；若识别出资源，则直接作为目标用户的资源。Perform recognition processing on the image of the physical certificate to determine the resource and/or the identity of the owner corresponding to the resource; if the identity of the owner corresponding to the resource is recognized, perform a network search based on the identity of the owner to determine the The corresponding resource is used as the resource of the target user; if the resource is identified, it is directly used as the resource of the target user.
举例来说：将会员卡、优惠券等放置在终端摄像头的图像采集区域内，启用光学字符识别系统(OCR)，识别其中的信息并存储。由此可采集到会员卡上的信息：商家、会员卡类型、卡号；可采集到优惠券信息上的信息：商家、有效期、可用分店、具体优惠(如：满减、折扣、抵扣等)。然后，进行网络搜索，确定该会员卡可在商家享有的优惠活动，和/或，该商家目前正在举办的其他优惠活动。For example: place membership cards, coupons, etc. in the image acquisition area of the terminal camera, enable the optical character recognition system (OCR), identify the information and store it. From this, the information on the membership card can be collected: merchant, membership card type, card number; the information on the coupon information can be collected: merchant, validity period, available branches, specific discounts (such as full discounts, discounts, deductions, etc.) . Then, conduct a network search to determine the preferential activities that the membership card can enjoy at the merchant, and/or other preferential activities that the merchant is currently holding.
步骤26、根据所述目标用户的资源构建可用资源列表。Step 26. Construct a list of available resources according to the resources of the target user.
需要说明的是，步骤26的一种实现方式可以为：It should be noted that one implementation of step 26 may be:
确定所述目标用户的资源的有效期；根据所述有效期对所述目标用户的资源进行筛选，获取有效的可用资源；根据所述有效的可用资源构建可用资源列表。Determining the validity period of the resources of the target user; screening the resources of the target user according to the validity period to obtain valid available resources; constructing a list of available resources according to the valid available resources.
不难理解的是，一般的资源都有其对应的有效期限，在将资源放置在可用资源列表之前，还需要验证其有效性，以避免出现推荐给用户的资源不可用的情况。It is not difficult to understand that general resources have their corresponding expiry dates, and before placing resources in the available resource list, their validity needs to be verified to avoid unavailable resources recommended to users.
可见，本实施例在实施例1的基础上，对确定用户的可用资源做了进一步地限定，即基于用户拥有的实体证件、结合网络搜索功能，以精确确定用户的可用资源。It can be seen that, on the basis of Embodiment 1, this embodiment further limits the determination of the user's available resources, that is, based on the user's physical certificate and combined with the network search function, the user's available resources are accurately determined.
需要说明的是，实施例1所提供方法的各步骤的执行主体均可以是同一设备，或者，该方法也由不同设备作为执行主体。比如，步骤12和步骤14的执行主体可以为设备1，步骤16的执行主体可以为设备2；又比如，步骤12的执行主体可以为设备1，步骤14和步骤16的执行主体可以为设备2；等等。It should be noted that the subject of execution of each step of the method provided in Embodiment 1 may be the same device, or the method may also be executed by different devices. For example, the execution subject of step 12 and step 14 can be device 1, and the execution subject of step 16 can be device 2; for another example, the execution subject of step 12 can be device 1, and the execution subject of step 14 and step 16 can be device 2 ;and many more.
另外，对于上述方法实施方式，为了简单描述，故将其都表述为一系列的动作组合，但是本领域技术人员应该知悉，本发明实施方式并不受所描述的动作顺序的限制，因为依据本发明实施方式，某些步骤可以采用其他顺序或者同时进行。其次，本领域技术人员也应该知悉，说明书中所描述的实施方式均属于优选实施方式，所涉及的动作并不一定是本发明实施方式所必须的。In addition, for the above-mentioned method implementation, for the sake of simple description, it is expressed as a series of action combinations, but those skilled in the art should know that the implementation of the present invention is not limited by the described action sequence, because according to this In the embodiment of the invention, some steps may be performed in other order or simultaneously. Secondly, those skilled in the art should also know that the implementations described in the specification belong to preferred implementations, and the actions involved are not necessarily required by the implementations of the present invention.
实施例3Example 3
图3为本发明实施例3提供的一种可用资源推荐装置的结构示意图，参见图3，该装置具体可以包括但不限于：确定单元31、查找单元32以及发出单元33等；本领域技术人员可以理解，图3中示出的移动终端结构并不构成对移动终端的限定，移动终端可以包括比图示更多或更少的部件，或者组合某些部件，或者不同的部件布置。在本发明实施例中，移动终端包括但不限于手机、平板电脑、笔记本电脑、掌上电脑、车载终端、可穿戴设备、以及计步器等。Fig. 3 is a schematic structural diagram of a device for recommending available resources provided by Embodiment 3 of the present invention. Referring to Fig. 3, the device may specifically include, but not limited to: a determining unit 31, a searching unit 32, and an issuing unit 33; those skilled in the art It can be understood that the structure of the mobile terminal shown in FIG. 3 does not constitute a limitation on the mobile terminal, and the mobile terminal may include more or less components than shown in the figure, or combine certain components, or arrange different components. In the embodiment of the present invention, the mobile terminal includes, but is not limited to, a mobile phone, a tablet computer, a notebook computer, a palmtop computer, a vehicle-mounted terminal, a wearable device, and a pedometer.
确定单元31，用于确定目标用户对应的位置信息和/或时间信息；其中，所述目标用户对应的位置信息和/或时间信息可以为所述目标用户当前的位置信息和/或时间信息，或者，为所述目标用户输入的特定位置信息和/或特定时间信息。The determining unit 31 is configured to determine the location information and/or time information corresponding to the target user; wherein, the location information and/or time information corresponding to the target user may be the current location information and/or time information of the target user, Alternatively, it is specific location information and/or specific time information input by the target user.
查找单元32，用于查找所述目标用户的可用资源列表，以获取与所述位置信息和/或所述时间信息相匹配的可用资源。其中，所述可用资源列表包括可用资源以及与所述可用资源关联的位置信息、有效期、类型；The searching unit 32 is configured to search the list of available resources of the target user, so as to obtain available resources matching the location information and/or the time information. Wherein, the list of available resources includes available resources and location information associated with the available resources, validity period, and type;
发出单元33，用于发出推荐消息，以将所述相匹配的可用资源推荐给所述目标用户。The sending unit 33 is configured to send a recommendation message to recommend the matched available resources to the target user.
下面对本实施例中的各单元模块的工作原理进行详细说明：The working principle of each unit module in this embodiment will be described in detail below:
查找单元32的工作原理可以为：The working principle of the search unit 32 can be:
对比所述目标用户对应的位置信息和与所述可用资源关联的位置信息，得到比对结果；根据对比结果从所述可用资源列表中查找出处于预设范围内的可用资源。Comparing the location information corresponding to the target user with the location information associated with the available resources to obtain a comparison result; finding available resources within a preset range from the list of available resources according to the comparison result.
或者，or,
确定与所述时间信息相匹配的行为活动的类型；根据所述行为活动的类型从所述可用资源列表中查找出对应类型的可用资源。Determining the type of behavioral activity that matches the time information; finding the corresponding type of available resources from the list of available resources according to the type of behavioral activity.
或者，or,
确定所述目标用户对应的位置信息与所述可用资源列表中的可用资源的位置信息之间的距离信息；确定与所述目标用户对应的时间信息相匹配的行为活动的类型，并基于所述相匹配的行为活动的类型确定所述可用资源列表中的可用资源与所述行为活动之间的匹配度；根据所述距离信息和所述匹配度从所述可用资源列表中选取出至少一个可用资源，作为与所述位置信息和所述时间信息相匹配的可用资源。Determine the distance information between the location information corresponding to the target user and the location information of available resources in the available resource list; determine the type of behavior activity that matches the time information corresponding to the target user, and based on the The type of the matching behavior activity determines the matching degree between the available resources in the available resource list and the behavior activity; select at least one available resource from the available resource list according to the distance information and the matching degree A resource is an available resource matched with the location information and the time information.
发出单元33的工作原理可以为：The working principle of sending unit 33 can be:
在通知栏中展示推荐消息，所述推荐消息中携带有所述相匹配的可用资源以及使用所述可用资源的地点与所述目标用户之间的距离值。A recommendation message is displayed in the notification bar, and the recommendation message carries the matching available resources and the distance value between the place where the available resources are used and the target user.
可见，本实施例通过整理用户的会员卡、优惠券等可用资源，以在基于用户的位置信息和/时间信息匹配到合适的可用资源时，将其推荐给用户，以提示用户及时使用该推荐的可用资源，避免可用资源被遗忘或者提示时机不准、可用资源被遗忘的情况，进而达到提高可用资源利用率的目的。It can be seen that in this embodiment, by sorting out the available resources such as the user's membership card and coupons, when a suitable available resource is matched based on the user's location information and/or time information, it is recommended to the user to prompt the user to use the recommended resource in a timely manner. The available resources can be avoided, and the situation that the available resources are forgotten or the timing of the reminder is inaccurate, and the available resources are forgotten, so as to achieve the purpose of improving the utilization rate of the available resources.
另外，本实施例中，目标用户可自由设置位置信息和/或时间信息，以及匹配可用资源的规则，进而可解决不同偏好不同导致的匹配精度波动较大的问题，可提高对不同用户的匹配精度，进一步地提高可用资源的利用率。In addition, in this embodiment, the target user can freely set location information and/or time information, as well as rules for matching available resources, which can further solve the problem of large fluctuations in matching accuracy caused by different preferences, and improve the matching of different users. accuracy, further improving the utilization of available resources.
实施例4Example 4
图4为本发明实施例4提供的一种可用资源推荐装置的结构示意图，参见图4，装置具体可以包括但不限于：预处理单元41、确定单元42、查找单元43以及发出单元44，其中：Fig. 4 is a schematic structural diagram of an apparatus for recommending available resources according to Embodiment 4 of the present invention. Referring to Fig. 4 , the apparatus may specifically include but not limited to: a preprocessing unit 41, a determining unit 42, a searching unit 43, and an issuing unit 44, wherein :
确定单元42、查找单元43以及发出单元44分别与实施例3中的确定单元31、查找单元32以及发出单元33相对应，由于其工作原理也对应相似，故，此处不再对其赘述。The determination unit 42 , the search unit 43 and the sending unit 44 respectively correspond to the determination unit 31 , the search unit 32 and the sending unit 33 in Embodiment 3, and since their working principles are correspondingly similar, they will not be repeated here.
预处理单元44，用于采集所述目标用户的实体证件的图像；识别所述实体证件，以确定所述目标用户的资源；根据所述目标用户的资源构建可用资源列表。The pre-processing unit 44 is configured to collect the image of the physical certificate of the target user; identify the physical certificate to determine the resources of the target user; and construct a list of available resources according to the resources of the target user.
具体实现方式可以为：The specific implementation method can be:
对所述实体证件的图像进行识别处理，以确定出资源和/或资源对应的拥有者的标识；若识别出资源对应的拥有者的标识，则基于拥有者的标识进行联网搜索，以确定出对应的资源；确定所述目标用户的资源的有效期；根据所述有效期对所述目标用户的资源进行筛选，获取有效的可用资源；根据所述有效的可用资源构建可用资源列表。Perform recognition processing on the image of the physical certificate to determine the resource and/or the identity of the owner corresponding to the resource; if the identity of the owner corresponding to the resource is recognized, perform a network search based on the identity of the owner to determine the Corresponding resources: determining the validity period of the resources of the target user; screening the resources of the target user according to the validity period to obtain valid available resources; constructing a list of available resources according to the valid available resources.
可见，本实施例在实施例3的基础上，对确定用户的可用资源做了进一步地限定，即基于用户拥有的实体证件、结合网络搜索功能，以精确确定用户的可用资源。It can be seen that, on the basis of Embodiment 3, this embodiment further limits the determination of the user's available resources, that is, based on the user's physical certificate and combined with the network search function, the user's available resources are accurately determined.
对于上述装置实施方式而言，由于其与方法实施方式基本相似，所以描述的比较简单，相关之处参见方法实施方式的部分说明即可。For the above-mentioned device implementation, because it is basically similar to the method implementation, the description is relatively simple, and for relevant parts, please refer to the part of the description of the method implementation.
应当注意的是，在本发明的装置的各个部件中，根据其要实现的功能而对其中的部件进行了逻辑划分，但是，本发明不受限于此，可以根据需要对各个部件进行重新划分或者组合。It should be noted that among the various components of the device of the present invention, the components are logically divided according to the functions to be realized, but the present invention is not limited thereto, and each component can be re-divided as required or a combination.
实施例5Example 5
图5是本发明实施例5提供的移动终端的结构示意图。该移动终端100包括但不限于：射频单元101、网络模块102、音频输出单元103、输入单元104、传感器105、显示单元106、用户输入单元107、接口单元108、存储器109、处理器110、以及电源111等部件。本领域技术人员可以理解，图1中示出的移动终端结构并不构成对移动终端的限定，移动终端可以包括比图示更多或更少的部件，或者组合某些部件，或者不同的部件布置。在本发明实施例中，移动终端包括但不限于手机、平板电脑、笔记本电脑、掌上电脑、车载终端、可穿戴设备、以及计步器等。FIG. 5 is a schematic structural diagram of a mobile terminal provided by Embodiment 5 of the present invention. The mobile terminal 100 includes but not limited to: a radio frequency unit 101, a network module 102, an audio output unit 103, an input unit 104, a sensor 105, a display unit 106, a user input unit 107, an interface unit 108, a memory 109, a processor 110, and Power supply 111 and other components. Those skilled in the art can understand that the structure of the mobile terminal shown in Figure 1 does not constitute a limitation on the mobile terminal, and the mobile terminal may include more or less components than those shown in the figure, or combine some components, or different components layout. In the embodiment of the present invention, the mobile terminal includes, but is not limited to, a mobile phone, a tablet computer, a notebook computer, a palmtop computer, a vehicle-mounted terminal, a wearable device, and a pedometer.
其中，处理器110，用于确定目标用户对应的位置信息和/或时间信息；查找所述目标用户的可用资源列表，以获取与所述位置信息和/或所述时间信息相匹配的可用资源；发出推荐消息，以将所述相匹配的可用资源推荐给所述目标用户；Wherein, the processor 110 is configured to determine the location information and/or time information corresponding to the target user; search the list of available resources of the target user to obtain available resources matching the location information and/or the time information ; sending a recommendation message to recommend the matched available resources to the target user;
所述目标用户对应的位置信息和/或时间信息包括：所述目标用户当前的位置信息和/或时间信息，或者，所述目标用户输入的位置信息和/或时间信息。The location information and/or time information corresponding to the target user includes: the current location information and/or time information of the target user, or the location information and/or time information input by the target user.
可见，本移动终端通过基于用户的位置信息和/或时间信息，对用户的可用资源进行匹配处理，以从可用资源列表中选择出用户可能感兴趣的可用资源，并推荐给用户，以提示用户及时使用推荐的可用资源，达到提高资源利用率的目的。It can be seen that the mobile terminal performs matching processing on the user's available resources based on the user's location information and/or time information, so as to select available resources that the user may be interested in from the available resource list, and recommend them to the user, so as to prompt the user Use the recommended available resources in a timely manner to achieve the purpose of improving resource utilization.
应理解的是，本发明实施例中，射频单元101可用于收发信息或通话过程中，信号的接收和发送，具体的，将来自基站的下行数据接收后，给处理器110处理；另外，将上行的数据发送给基站。通常，射频单元101包括但不限于天线、至少一个放大器、收发信机、耦合器、低噪声放大器、双工器等。此外，射频单元101还可以通过无线通信系统与网络和其他设备通信。It should be understood that, in the embodiment of the present invention, the radio frequency unit 101 can be used for receiving and sending signals during sending and receiving information or during a call. Specifically, after receiving the downlink data from the base station, the processor 110 processes it; Uplink data is sent to the base station. Generally, the radio frequency unit 101 includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a low noise amplifier, a duplexer, and the like. In addition, the radio frequency unit 101 can also communicate with the network and other devices through a wireless communication system.
移动终端通过网络模块102为用户提供了无线的宽带互联网访问，如帮助用户收发电子邮件、浏览网页和访问流式媒体等。The mobile terminal provides users with wireless broadband Internet access through the network module 102, such as helping users send and receive emails, browse web pages, and access streaming media.
音频输出单元103可以将射频单元101或网络模块102接收的或者在存储器109中存储的音频数据转换成音频信号并且输出为声音。而且，音频输出单元103还可以提供与移动终端100执行的特定功能相关的音频输出(例如，呼叫信号接收声音、消息接收声音等等)。音频输出单元103包括扬声器、蜂鸣器以及受话器等。The audio output unit 103 may convert audio data received by the radio frequency unit 101 or the network module 102 or stored in the memory 109 into an audio signal and output as sound. Also, the audio output unit 103 can also provide audio output related to a specific function performed by the mobile terminal 100 (eg, call signal reception sound, message reception sound, etc.). The audio output unit 103 includes a speaker, a buzzer, a receiver, and the like.
输入单元104用于接收音频或视频信号。输入单元104可以包括图形处理器(Graphics Processing Unit，GPU)1041和麦克风1042，图形处理器1041对在视频捕获模式或图像捕获模式中由图像捕获装置(如摄像头)获得的静态图片或视频的图像数据进行处理。处理后的图像帧可以显示在显示单元106上。经图形处理器1041处理后的图像帧可以存储在存储器109(或其它存储介质)中或者经由射频单元101或网络模块102进行发送。麦克风1042可以接收声音，并且能够将这样的声音处理为音频数据。处理后的音频数据可以在电话通话模式的情况下转换为可经由射频单元101发送到移动通信基站的格式输出。The input unit 104 is used to receive audio or video signals. The input unit 104 may include a graphics processing unit (Graphics Processing Unit, GPU) 1041 and a microphone 1042, and the graphics processing unit 1041 is used for still pictures or video images obtained by an image capture device (such as a camera) in a video capture mode or an image capture mode. The data is processed. The processed image frames may be displayed on the display unit 106 . The image frames processed by the graphics processor 1041 may be stored in the memory 109 (or other storage media) or sent via the radio frequency unit 101 or the network module 102 . The microphone 1042 can receive sound and can process such sound into audio data. The processed audio data can be converted into a format that can be sent to a mobile communication base station via the radio frequency unit 101 for output in the case of a phone call mode.
移动终端100还包括至少一种传感器105，比如光传感器、运动传感器以及其他传感器。具体地，光传感器包括环境光传感器及接近传感器，其中，环境光传感器可根据环境光线的明暗来调节显示面板1061的亮度，接近传感器可在移动终端100移动到耳边时，关闭显示面板1061和/或背光。作为运动传感器的一种，加速计传感器可检测各个方向上(一般为三轴)加速度的大小，静止时可检测出重力的大小及方向，可用于识别移动终端姿态(比如横竖屏切换、相关游戏、磁力计姿态校准)、振动识别相关功能(比如计步器、敲击)等；传感器105还可以包括指纹传感器、压力传感器、虹膜传感器、分子传感器、陀螺仪、气压计、湿度计、温度计、红外线传感器等，在此不再赘述。The mobile terminal 100 also includes at least one sensor 105, such as a light sensor, a motion sensor, and other sensors. Specifically, the light sensor includes an ambient light sensor and a proximity sensor, wherein the ambient light sensor can adjust the brightness of the display panel 1061 according to the brightness of the ambient light, and the proximity sensor can turn off the display panel 1061 and the display panel 1061 when the mobile terminal 100 moves to the ear / or backlighting. As a kind of motion sensor, the accelerometer sensor can detect the magnitude of acceleration in various directions (generally three axes), and can detect the magnitude and direction of gravity when it is still, and can be used to identify the posture of mobile terminals (such as horizontal and vertical screen switching, related games, etc.) , magnetometer posture calibration), vibration recognition-related functions (such as pedometer, knocking), etc.; the sensor 105 can also include fingerprint sensors, pressure sensors, iris sensors, molecular sensors, gyroscopes, barometers, hygrometers, thermometers, Infrared sensors, etc., will not be repeated here.
显示单元106用于显示由用户输入的信息或提供给用户的信息。显示单元106可包括显示面板1061，可以采用液晶显示器(Liquid Crystal Display，LCD)、有机发光二极管(Organic Light-Emitting Diode,OLED)等形式来配置显示面板1061。The display unit 106 is used to display information input by the user or information provided to the user. The display unit 106 may include a display panel 1061, and the display panel 1061 may be configured in the form of a liquid crystal display (Liquid Crystal Display, LCD), an organic light-emitting diode (Organic Light-Emitting Diode, OLED), or the like.
用户输入单元107可用于接收输入的数字或字符信息，以及产生与移动终端的用户设置以及功能控制有关的键信号输入。具体地，用户输入单元107包括触控面板1071以及其他输入设备1072。触控面板1071，也称为触摸屏，可收集用户在其上或附近的触摸操作(比如用户使用手指、触笔等任何适合的物体或附件在触控面板1071上或在触控面板1071附近的操作)。触控面板1071可包括触摸检测装置和触摸控制器两个部分。其中，触摸检测装置检测用户的触摸方位，并检测触摸操作带来的信号，将信号传送给触摸控制器；触摸控制器从触摸检测装置上接收触摸信息，并将它转换成触点坐标，再送给处理器110，接收处理器110发来的命令并加以执行。此外，可以采用电阻式、电容式、红外线以及表面声波等多种类型实现触控面板1071。除了触控面板1071，用户输入单元107还可以包括其他输入设备1072。具体地，其他输入设备1072可以包括但不限于物理键盘、功能键(比如音量控制按键、开关按键等)、轨迹球、鼠标、操作杆，在此不再赘述。The user input unit 107 can be used to receive input numbers or character information, and generate key signal input related to user settings and function control of the mobile terminal. Specifically, the user input unit 107 includes a touch panel 1071 and other input devices 1072 . The touch panel 1071, also referred to as a touch screen, can collect touch operations of the user on or near it (for example, the user uses any suitable object or accessory such as a finger or a stylus on the touch panel 1071 or near the touch panel 1071). operate). The touch panel 1071 may include two parts, a touch detection device and a touch controller. Among them, the touch detection device detects the user's touch orientation, detects the signal brought by the touch operation, and transmits the signal to the touch controller; the touch controller receives the touch information from the touch detection device, converts it into contact coordinates, and sends it to For the processor 110, receive the command sent by the processor 110 and execute it. In addition, the touch panel 1071 can be implemented in various types such as resistive, capacitive, infrared, and surface acoustic wave. In addition to the touch panel 1071 , the user input unit 107 may also include other input devices 1072 . Specifically, other input devices 1072 may include, but are not limited to, physical keyboards, function keys (such as volume control keys, switch keys, etc.), trackballs, mice, and joysticks, which will not be repeated here.
进一步的，触控面板1071可覆盖在显示面板1061上，当触控面板1071检测到在其上或附近的触摸操作后，传送给处理器110以确定触摸事件的类型，随后处理器110根据触摸事件的类型在显示面板1061上提供相应的视觉输出。虽然在图5中，触控面板1071与显示面板1061是作为两个独立的部件来实现移动终端的输入和输出功能，但是在某些实施例中，可以将触控面板1071与显示面板1061集成而实现移动终端的输入和输出功能，具体此处不做限定。Further, the touch panel 1071 can be covered on the display panel 1061, and when the touch panel 1071 detects a touch operation on or near it, it will be sent to the processor 110 to determine the type of the touch event, and then the processor 110 can The type of event provides a corresponding visual output on the display panel 1061 . Although in FIG. 5, the touch panel 1071 and the display panel 1061 are used as two independent components to realize the input and output functions of the mobile terminal, in some embodiments, the touch panel 1071 and the display panel 1061 can be integrated. The implementation of the input and output functions of the mobile terminal is not specifically limited here.
接口单元108为外部装置与移动终端100连接的接口。例如，外部装置可以包括有线或无线头戴式耳机端口、外部电源(或电池充电器)端口、有线或无线数据端口、存储卡端口、用于连接具有识别模块的装置的端口、音频输入/输出(I/O)端口、视频I/O端口、耳机端口等等。接口单元108可以用于接收来自外部装置的输入(例如，数据信息、电力等等)并且将接收到的输入传输到移动终端100内的一个或多个元件或者可以用于在移动终端100和外部装置之间传输数据。The interface unit 108 is an interface for connecting an external device to the mobile terminal 100 . For example, an external device may include a wired or wireless headset port, an external power (or battery charger) port, a wired or wireless data port, a memory card port, a port for connecting a device with an identification module, audio input/output (I/O) ports, video I/O ports, headphone ports, and more. The interface unit 108 can be used to receive input from an external device (for example, data information, power, etc.) transfer data between devices.
存储器109可用于存储软件程序以及各种数据。存储器109可主要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、至少一个功能所需的应用程序(比如声音播放功能、图像播放功能等)等；存储数据区可存储根据手机的使用所创建的数据(比如音频数据、电话本等)等。此外，存储器109可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、或其他易失性固态存储器件。The memory 109 can be used to store software programs as well as various data. The memory 109 can mainly include a program storage area and a data storage area, wherein the program storage area can store an operating system, at least one application program required by a function (such as a sound playback function, an image playback function, etc.) etc.; Data created by the use of mobile phones (such as audio data, phonebook, etc.), etc. In addition, the memory 109 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage devices.
处理器110是移动终端的控制中心，利用各种接口和线路连接整个移动终端的各个部分，通过运行或执行存储在存储器109内的软件程序和/或模块，以及调用存储在存储器109内的数据，执行移动终端的各种功能和处理数据，从而对移动终端进行整体监控。处理器110可包括一个或多个处理单元；优选的，处理器110可集成应用处理器和调制解调处理器，其中，应用处理器主要处理操作系统、用户界面和应用程序等，调制解调处理器主要处理无线通信。可以理解的是，上述调制解调处理器也可以不集成到处理器110中。The processor 110 is the control center of the mobile terminal, and uses various interfaces and lines to connect various parts of the entire mobile terminal, by running or executing software programs and/or modules stored in the memory 109, and calling data stored in the memory 109 , execute various functions of the mobile terminal and process data, so as to monitor the mobile terminal as a whole. The processor 110 may include one or more processing units; preferably, the processor 110 may integrate an application processor and a modem processor, wherein the application processor mainly processes the operating system, user interface and application programs, etc., and the modem The processor mainly handles wireless communication. It can be understood that the foregoing modem processor may not be integrated into the processor 110 .
移动终端100还可以包括给各个部件供电的电源111(比如电池)，优选的，电源111可以通过电源管理系统与处理器110逻辑相连，从而通过电源管理系统实现管理充电、放电、以及功耗管理等功能。The mobile terminal 100 can also include a power supply 111 (such as a battery) for supplying power to various components. Preferably, the power supply 111 can be logically connected to the processor 110 through a power management system, so as to manage charging, discharging, and power consumption through the power management system. and other functions.
另外，移动终端100包括一些未示出的功能模块，在此不再赘述。In addition, the mobile terminal 100 includes some functional modules not shown, which will not be repeated here.
实施例6Example 6
优选的，本发明实施例还提供一种移动终端，包括处理器110，存储器109，存储在存储器109上并可在所述处理器110上运行的计算机程序，该计算机程序被处理器110执行时实现上述可用资源推荐方法实施例的各个过程，且能达到相同的技术效果，为避免重复，这里不再赘述。Preferably, the embodiment of the present invention also provides a mobile terminal, including a processor 110, a memory 109, a computer program stored in the memory 109 and operable on the processor 110, when the computer program is executed by the processor 110 Each process of the above embodiment of the method for recommending available resources can achieve the same technical effect. In order to avoid repetition, details are not repeated here.
实施例7Example 7
本发明实施例还提供一种计算机可读存储介质，计算机可读存储介质上存储有计算机程序，该计算机程序被处理器执行时实现上述可用资源推荐方法实施例的各个过程，且能达到相同的技术效果，为避免重复，这里不再赘述。其中，所述的计算机可读存储介质，如只读存储器(Read-Only Memory，简称ROM)、随机存取存储器(Random Access Memory，简称RAM)、磁碟或者光盘等。An embodiment of the present invention also provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, each process in the above-mentioned embodiment of the method for recommending available resources can be achieved, and the same Technical effects, in order to avoid repetition, will not be repeated here. Wherein, the computer-readable storage medium is, for example, a read-only memory (Read-Only Memory, ROM for short), a random access memory (Random Access Memory, RAM for short), a magnetic disk or an optical disk, and the like.
需要说明的是，在本文中，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、物品或者装置不仅包括那些要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、物品或者装置所固有的要素。在没有更多限制的情况下，由语句“包括一个……”限定的要素，并不排除在包括该要素的过程、方法、物品或者装置中还存在另外的相同要素。It should be noted that, in this document, the term "comprising", "comprising" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements, It also includes other elements not expressly listed, or elements inherent in the process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not preclude the presence of additional identical elements in the process, method, article, or apparatus comprising that element.
通过以上的实施方式的描述，本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现，当然也可以通过硬件，但很多情况下前者是更佳的实施方式。基于这样的理解，本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品存储在一个存储介质(如ROM/RAM、磁碟、光盘)中，包括若干指令用以使得一台终端(可以是手机，计算机，服务器，空调器，或者网络设备等)执行本发明各个实施例所述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the methods of the above embodiments can be implemented by means of software plus a necessary general-purpose hardware platform, and of course also by hardware, but in many cases the former is better implementation. Based on such an understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art can be embodied in the form of software products, and the computer software products are stored in a storage medium (such as ROM/RAM, disk, CD) contains several instructions to make a terminal (which can be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) execute the methods described in various embodiments of the present invention.
上面结合附图对本发明的实施例进行了描述，但是本发明并不局限于上述的具体实施方式，上述的具体实施方式仅仅是示意性的，而不是限制性的，本领域的普通技术人员在本发明的启示下，在不脱离本发明宗旨和权利要求所保护的范围情况下，还可做出很多形式，均属于本发明的保护之内。Embodiments of the present invention have been described above in conjunction with the accompanying drawings, but the present invention is not limited to the above-mentioned specific implementations, and the above-mentioned specific implementations are only illustrative, rather than restrictive, and those of ordinary skill in the art will Under the enlightenment of the present invention, without departing from the gist of the present invention and the protection scope of the claims, many forms can also be made, all of which belong to the protection of the present invention.
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| CN201711117522.XACN107909399A (en) | 2017-11-13 | 2017-11-13 | A kind of available resources recommend method and apparatus |
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| CN201711117522.XAPendingCN107909399A (en) | 2017-11-13 | 2017-11-13 | A kind of available resources recommend method and apparatus |
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