Intelligent power bank renting method and device based on user attributes and renting equipment

Abstract

The invention relates to the technical field of power banks, and discloses an intelligent power bank renting method and device based on user attributes and renting equipment, and the method comprises the steps: detecting a power bank renting request of a user; analyzing attribute information of the user according to the power bank renting request; whether the attribute information meets a preset renting mode generation condition or not is judged, the preset renting mode generation condition is that the attribute information corresponds to preset attribute information, and when it is judged that the attribute information meets the preset renting mode generation condition, a first renting mode parameter of the user is generated according to the attribute information, the first renting mode parameter is used for controlling the target device to execute a target operation matched with the first renting mode parameter, and the target operation comprises at least one of a renting guidance operation, a payment guidance operation and a power bank electric quantity adaptation control operation. Therefore, the power bank renting efficiency and the power bank renting accuracy of the user in any region can be improved.

Description

Technical Field

[0001] The present invention relates to the technical field of power banks, and in particular to a method, device and rental equipment for intelligently renting power banks based on user attributes. Background Art

[0002] With the popularization of mobile devices and the continuous enrichment of their functions, users' dependence on mobile devices has increased, and the corresponding demand for power on mobile devices has also increased. Power banks have thus come into being, bringing greater convenience to users' production and life.

[0003] However, practice has found that as my country's international status continues to improve, power bank rental services have also been expanding in the international market accordingly. Due to the different legal systems, currencies, languages, etc. between different countries, the nationalities, religious beliefs, and customs within the countries are also different. If the rental method is adapted to local conditions in different countries and regions, it will reduce the user's power bank rental efficiency and affect the user's power bank rental experience.

[0004] It can be seen that how to improve the efficiency of power bank rental is particularly important. Summary of the invention

[0005] The present invention provides a method, a device and a rental equipment for a power bank intelligently renting the power bank based on user attributes, which can improve the rental efficiency of the power bank.

[0006] In order to solve the above technical problems, the first aspect of the present invention discloses a method for intelligently renting a power bank based on user attributes, the method comprising:

[0007] Detecting the user's request to rent a power bank;

[0008] Analyzing the attribute information of the user according to the power bank rental request;

[0009] Determine whether the attribute information satisfies a preset rental mode generation condition, the preset rental mode generation condition being that the attribute information corresponds to preset attribute information; when it is determined that the attribute information satisfies the preset rental mode generation condition, generate a first rental mode parameter for the user according to the attribute information, the first rental mode parameter being used to control a target device to perform a target operation matching the first rental mode parameter, the target operation comprising at least one of a rental guidance operation, a payment guidance operation, and a power bank power adaptation control operation.

[0010] As an optional implementation manner, in the first aspect of the present invention, the determining whether the attribute information satisfies a preset rental mode generation condition includes:

[0011] According to the preset attribute information, determining whether there is at least one target group pair in the attribute information, the target group pair being used to represent contradictory information items and / or incomplete information items in the attribute information;

[0012] When it is determined that the target pair does not exist in the attribute information, it is determined that the attribute information meets a preset rental mode generation condition.

[0013] As an optional embodiment, in the first aspect of the present invention, the method further comprises:

[0014] When it is determined that at least one target group pair exists in the attribute information, for each target group pair, position information of the target group pair in the attribute information is obtained; based on the position information, role information of the target group pair in the attribute information is analyzed; based on the role information, an information contribution value of the target group pair in the attribute information is calculated, the information contribution value being used to indicate the degree of information contribution of the target group pair to generating the first rental mode parameter from the attribute information; and whether the information contribution value is less than a preset information contribution threshold value is determined;

[0015] When it is determined that the information contribution values ​​of all the target group pairs are less than the preset information contribution threshold, it is determined that the attribute information meets the preset rental mode generation condition.

[0016] As an optional embodiment, in the first aspect of the present invention, the method further comprises:

[0017] When it is determined that the attribute information does not satisfy the preset rental mode generation condition, determining a historical rental mode parameter set of the target device;

[0018] According to at least one current related item of the user obtained, a second rental mode parameter is matched in the historical rental mode parameter set, the matching degree between the second rental mode parameter and the current related item is greater than or equal to a preset matching degree threshold, the second rental mode parameter corresponds to the first rental mode parameter, and the current related item at least includes current geographic location information and at least one of language information, text information, and event information within a preset time period corresponding to the current geographic location information.

[0019] As an optional implementation, in the first aspect of the present invention, before analyzing the attribute information of the user according to the power bank rental request, the method further includes:

[0020] Analyzing the power bank rental demand information of the user according to the power bank rental request;

[0021] Determine the current power bank resource information;

[0022] It is determined whether the current power bank resource information meets the power bank rental demand information. When it is determined that the current power bank resource information meets the power bank rental demand information, the operation of analyzing the user's attribute information according to the power bank rental request is triggered.

[0023] As an optional implementation manner, in the first aspect of the present invention, the attribute information includes at least one of user image information, unit information, body information, language information, and age information, and generating the first rental mode parameter of the user according to the attribute information includes:

[0024] Analyzing the user's current status information, consumption capacity information, and habitual personality information according to the attribute information;

[0025] Analyze the user's recommended information set and the power bank resource configuration information set according to the power bank rental demand information, the current state information, the consumption capacity information, and the habitual personality information, wherein the recommended information set includes transaction discount information that the user is interested in and operation instructions corresponding to the transaction discount information, and the power bank configuration information set includes at least one power bank resource configuration information for the user to select;

[0026] A first rental mode parameter of the user is generated according to the recommendation information set and the power bank resource configuration information set.

[0027] As an optional implementation manner, in the first aspect of the present invention, the power bank rental demand information includes at least one of power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information, the power bank resource configuration information corresponds to the power bank rental demand information, and the analyzing the user's recommended information set and the power bank resource configuration information set according to the power bank rental demand information, the current state information, the consumption capacity information, and the habit personality information includes:

[0028] Analyzing the user's power bank resource configuration information set according to the power bank rental demand information;

[0029] Analyzing the power bank selection richness information of the user according to the power bank resource configuration information set, wherein the power bank selection richness information is used to indicate the richness of the power bank configurations available for selection by the user;

[0030] For each of the power bank resource configuration information, calculating the first transaction information of the user according to the power bank resource configuration information and the power bank selection richness information;

[0031] The recommended information set of the user is configured according to the first transaction information, the consumption capacity information and the habit personality information, and the transaction preferential information is used to adjust the first transaction information to the second transaction information.

[0032] The second aspect of the present invention discloses a smart rental device for power banks based on user attributes, the device comprising:

[0033] A detection module, used to detect a user's request to rent a power bank;

[0034] An analysis module, used for analyzing the attribute information of the user according to the power bank rental request;

[0035] A judging module, used to judge whether the attribute information satisfies a preset rental mode generation condition, wherein the preset rental mode generation condition is that the attribute information corresponds to preset attribute information;

[0036] A generation module is used to generate a first rental mode parameter for the user according to the attribute information when the judgment module determines that the attribute information meets the preset rental mode generation condition. The first rental mode parameter is used to control the target device to perform a target operation matching the first rental mode parameter, and the target operation includes at least one of a rental guidance operation, a payment guidance operation, and a power bank power adaptation control operation.

[0037] As an optional implementation manner, in the second aspect of the present invention, the specific manner in which the judgment module judges whether the attribute information satisfies the preset rental mode generation condition includes:

[0038] According to the preset attribute information, determining whether there is at least one target group pair in the attribute information, the target group pair being used to represent contradictory information items and / or incomplete information items in the attribute information;

[0039] When it is determined that the target pair does not exist in the attribute information, it is determined that the attribute information meets a preset rental mode generation condition.

[0040] As an optional implementation, in the second aspect of the present invention, the device further includes:

[0041] an acquisition module, configured to acquire, when the determination module determines that at least one target group pair exists in the attribute information, position information of each target group pair in the attribute information;

[0042] The analysis module is further used to analyze the role information of the target group in the attribute information according to the location information;

[0043] a calculation module, configured to calculate, according to the role information, an information contribution value of the target group pair in the attribute information, wherein the information contribution value is used to indicate the information contribution degree of the target group pair to generating the first rental mode parameter from the attribute information;

[0044] The judging module is further configured to judge whether the information contribution value is less than a preset information contribution threshold.

[0045] The first determination module is configured to determine that the attribute information satisfies a preset rental mode generation condition when the determination module determines that the information contribution values ​​of all the target group pairs are less than the preset information contribution threshold.

[0046] As an optional implementation, in the second aspect of the present invention, the device further includes:

[0047] A second determination module, configured to determine a historical rental mode parameter set of the target device when the determination module determines that the attribute information does not meet the preset rental mode generation condition;

[0048] A matching module is used to match a second rental mode parameter in the historical rental mode parameter set according to at least one current related item of the user obtained, wherein the matching degree between the second rental mode parameter and the current related item is greater than or equal to a preset matching degree threshold, the second rental mode parameter corresponds to the first rental mode parameter, and the current related item at least includes current geographic location information and at least one of language information, text information, and event information within a preset time period corresponding to the current geographic location information.

[0049] As an optional implementation, in the second aspect of the present invention, the analysis module is further used to analyze the user's power bank rental demand information according to the power bank rental request before analyzing the user's attribute information according to the power bank rental request;

[0050] The second determination module is further used to determine the current power bank resource information;

[0051] The judgment module is also used to judge whether the current power bank resource information meets the power bank rental demand information. When it is judged that the current power bank resource information meets the power bank rental demand information, the analysis module is triggered to execute the operation of analyzing the user's attribute information according to the power bank rental request.

[0052] As an optional implementation manner, in the second aspect of the present invention, the attribute information includes at least one of user image information, unit information, body information, language information, and age information, and the specific manner in which the generating module generates the first rental mode parameter of the user according to the attribute information includes:

[0053] Analyzing the user's current status information, consumption capacity information, and habitual personality information according to the attribute information;

[0054] Analyze the user's recommended information set and the power bank resource configuration information set according to the power bank rental demand information, the current state information, the consumption capacity information, and the habitual personality information, wherein the recommended information set includes transaction discount information that the user is interested in and operation instructions corresponding to the transaction discount information, and the power bank configuration information set includes at least one power bank resource configuration information for the user to select;

[0055] A first rental mode parameter of the user is generated according to the recommendation information set and the power bank resource configuration information set.

[0056] As an optional implementation, in the second aspect of the present invention, the power bank rental demand information includes at least one of power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information, and the power bank resource configuration information corresponds to the power bank rental demand information. The specific manner in which the generation module analyzes the user's recommendation information set and the power bank resource configuration information set according to the power bank rental demand information, the current state information, the consumption capacity information, and the habit personality information includes:

[0057] Analyzing the user's power bank resource configuration information set according to the power bank rental demand information;

[0058] Analyzing the power bank selection richness information of the user according to the power bank resource configuration information set, wherein the power bank selection richness information is used to indicate the richness of the power bank configurations available for selection by the user;

[0059] For each of the power bank resource configuration information, calculating the first transaction information of the user according to the power bank resource configuration information and the power bank selection richness information;

[0060] The recommended information set of the user is configured according to the first transaction information, the consumption capacity information and the habit personality information, and the transaction preferential information is used to adjust the first transaction information to the second transaction information.

[0061] The third aspect of the present invention discloses another intelligent rental device for power banks based on user attributes, the device comprising:

[0062] A memory storing executable program code;

[0063] a processor coupled to the memory;

[0064] The processor calls the executable program code stored in the memory to execute the power bank intelligent rental method based on user attributes disclosed in the first aspect of the present invention.

[0065] The fourth aspect of the present invention discloses a rental device, which includes a device body and a computer storage medium. The computer storage medium stores computer instructions. When the computer instructions are called, they are used to execute the user attribute-based power bank intelligent rental method disclosed in the first aspect of the present invention.

[0066] Compared with the prior art, the embodiments of the present invention have the following beneficial effects:

[0067] In an embodiment of the present invention, a user's power bank rental request is detected; based on the power bank rental request, the user's attribute information is analyzed; and it is determined whether the attribute information meets a preset rental mode generation condition, the preset rental mode generation condition being that the attribute information corresponds to the preset attribute information. When it is determined that the attribute information meets the preset rental mode generation condition, a first rental mode parameter of the user is generated based on the attribute information. The first rental mode parameter is used to control a target device to execute a target operation matching the first rental mode parameter. The target operation includes at least one of a rental guidance operation, a payment guidance operation, and a power bank power adaptation control operation. It can be seen that the implementation of the present invention can analyze the user's attribute information according to the detected user's power bank rental request. When it is determined that the attribute information meets the preset rental mode generation condition corresponding to the preset attribute information, a first rental mode parameter for controlling the target device to perform a matching target operation including at least one of a rental guide operation, a payment guide operation, and a power bank power adaptation control operation is generated according to the attribute information. The power bank rental mode parameters belonging to each user's actual situation can be adapted for each user, so as to provide the user with intelligent rental service operations such as rental guidance, payment guidance, and power bank power adaptation control operations that meet the user's actual situation, reduce the possibility of misoperation of power bank rental by users without knowing their location, improve the power bank rental efficiency and accuracy of users in any area, and on this basis, it is also conducive to improving the scientific and reasonable utilization rate of power banks, reducing resource waste, and making more healthy and sustainable use of power bank resources. Further, it is also conducive to improving the user's power bank usage stickiness and enhancing the user's power bank rental and use experience. BRIEF DESCRIPTION OF THE DRAWINGS

[0068] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0069] Figure 1 It is a flowchart of a method for intelligently renting a power bank based on user attributes disclosed in an embodiment of the present invention;

[0070] Figure 2 It is a flow chart of another method for intelligently renting a power bank based on user attributes disclosed in an embodiment of the present invention;

[0071] Figure 3 It is a structural schematic diagram of a power bank intelligent rental device based on user attributes disclosed in an embodiment of the present invention;

[0072] Figure 4 It is a structural schematic diagram of another power bank intelligent rental device based on user attributes disclosed in an embodiment of the present invention;

[0073] Figure 5 It is a structural schematic diagram of another user attribute-based power bank intelligent rental device disclosed in an embodiment of the present invention. DETAILED DESCRIPTION

[0074] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0075] The terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish different objects rather than to describe a specific order. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, device, product or end including a series of steps or units is not limited to the listed steps or units, but may optionally include steps or units that are not listed, or may optionally include other steps or units inherent to these processes, methods, products or ends.

[0076] Reference to "embodiments" herein means that a particular feature, structure, or characteristic described in conjunction with the embodiments may be included in at least one embodiment of the present invention. The appearance of the phrase in various places in the specification does not necessarily refer to the same embodiment, nor is it an independent or alternative embodiment that is mutually exclusive with other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.

[0077] The present invention discloses a method, device and rental equipment for intelligently renting power banks based on user attributes. The method can analyze the attribute information of the user according to the detected power bank rental request of the user. When it is judged that the attribute information satisfies the preset rental mode generation condition corresponding to the preset attribute information, the first rental mode parameter for controlling the target device to perform the matching target operation including at least one of the rental guide operation, the payment guide operation and the power bank power adaptation control operation is generated according to the attribute information. The power bank rental mode parameter belonging to each user's actual situation can be adapted for each user, so as to provide the user with intelligent rental guidance, payment guidance and at least one rental service operation of the power bank power adaptation control operation that conforms to the user's actual situation, reduce the possibility of misoperation of the power bank rental by the user without knowing the location, improve the power bank rental efficiency and the accuracy of the power bank rental by the user in any area, and on this basis, it is also conducive to improving the scientific and reasonable utilization rate of the power bank, reducing the waste of resources, making the power bank resources more healthily and sustainably utilized, and further, it is also conducive to improving the stickiness of the user's power bank use and enhancing the user's experience of renting and using the power bank. The following are described in detail.

[0078] Embodiment 1

[0079] See also Figure 1 , Figure 1 This is a flow chart of a method for intelligently renting a power bank based on user attributes disclosed in an embodiment of the present invention. Figure 1 The described method for intelligent rental of power banks based on user attributes can be applied to power banks and / or power bank rental devices, and can also be applied to intelligent devices related to power banks and / or power bank rental devices, including but not limited to energy storage devices, cloud devices, edge computing devices, relay devices, base station devices, city management devices, and intelligent network devices. The embodiments of the present invention do not limit this. Figure 1 As shown, the intelligent rental method of power bank based on user attributes may include the following operations:

[0080] 101. Detecting a user's request to rent a power bank;

[0081] In an embodiment of the present invention, optionally, the method of triggering the above-mentioned detection of the user's power bank rental request, or the medium for obtaining information of the power bank rental request, may be one or more methods such as voice, fingerprint, body recognition, facial recognition, password recognition, etc. On this basis, the trigger time interval may be increased in combination with the needs of the actual application scenario, that is, the detection of the user's power bank rental request may be achieved by using the above-mentioned method continuously at a preset time interval / preset frequency. For example, the time interval for the user to execute the above-mentioned method in a specified area is greater than the preset time interval.

[0082] 102. Analyze the user's attribute information according to the power bank rental request;

[0083] In the embodiment of the present invention, optionally, the above-mentioned attribute information may include, but is not limited to, skin color information, facial features information, unit information (specifically, nationality information, location information, related unit information, etc.), language type information, age information, gender information, rental purpose information, rental time period information, rental power information, location / rental place information, location / rental place related rental laws and regulations information, location / rental place racial belief information, location / rental place hot event information within a preset time period of the location / rental place, one or more of the following. It should be noted that the location is used to indicate the triggering location of the user's power bank rental request. The rental location may be the same as the location or different from the location. When it is different from the location, the location may be the power bank return location, or it may have nothing to do with the rental location, but is just the location where the user triggers the power bank rental request.

[0084] Further optionally, the above-mentioned location / rental location related information can be obtained after the user triggers the power bank rental request, and optionally, the location where the user triggers the power bank rental request;

[0085] Further optionally, if the above attribute information cannot be analyzed as desired in actual application, it can be empty.

[0086] 103. Determine whether the attribute information satisfies a preset rental mode generation condition, where the preset rental mode generation condition is that the attribute information corresponds to preset attribute information;

[0087] In the embodiment of the present invention, as an optional implementation, the above-mentioned determination of whether the attribute information satisfies the preset rental mode generation condition includes:

[0088] According to the preset attribute information, it is determined whether there is at least one target group pair in the attribute information, where the target group pair is used to represent contradictory information items and / or incomplete information items in the attribute information;

[0089] When it is determined that the target group pair does not exist in the attribute information, it is determined that the attribute information meets the preset rental mode generation condition.

[0090] In this optional embodiment, optionally, the above-mentioned target team includes at least two target items. When the target team is used to represent an incomplete item in the attribute information, the target items are respectively an actual item with incomplete information and a predicted complete item of the actual incomplete item. Further optionally, there can be at least one predicted complete item, which can be obtained by comprehensive analysis based on the function, semantics, word order, position in the attribute information, and items in the attribute information associated with the actual item with incomplete information.

[0091] It can be seen that the implementation of this optional embodiment can, after analyzing the above-mentioned attribute information of the user, determine, based on the preset attribute information, whether there is a target group pair of information contradictory items and / or information incomplete items in the attribute information represented by at least one user, and when it is determined that the target group pair does not exist, determine that the attribute information meets the preset rental mode generation conditions, thereby improving the accuracy of further quality analysis of the analyzed attribute information, improving the accuracy of utilization of the attribute information, and being conducive to improving the generation accuracy of the first rental mode parameters, improving the accuracy of user rental adaptation of power banks without geographical restrictions, and being conducive to improving the efficiency of power bank rental while improving the accuracy of power bank rental.

[0092] In this optional embodiment, as an optional implementation, the method further includes:

[0093] When it is determined that there is at least one target group pair in the attribute information, for each target group pair, position information of the target group pair in the attribute information is obtained; based on the position information, role information of the target group pair in the attribute information is analyzed; based on the role information, an information contribution value of the target group pair in the attribute information is calculated, where the information contribution value is used to indicate the degree of information contribution of the target group pair to generating the first rental mode parameter from the attribute information; and whether the information contribution value is less than a preset information contribution threshold is determined;

[0094] When it is determined that the information contribution values ​​of all target group pairs are less than the preset information contribution threshold, it is determined that the attribute information meets the preset rental mode generation condition.

[0095] In this optional embodiment, optionally, when calculating the information contribution value, the preset attribute information can be referred to. Since the preset attribute information and the attribute information should correspond to each other, a corresponding information item priority value can be configured for each information item in the preset attribute information based on the generation of historical rental mode parameters. Then, when calculating the information contribution value, in addition to combining the attribute information itself, the information item priority value must also be combined for calculation.

[0096] It can be seen that the implementation of this optional embodiment can also, when it is determined that there is at least one target group pair in the attribute information, for each target group pair, by obtaining the position information of the target group pair in the attribute information, analyzing the role information of the target group pair in the attribute information, and then calculating the information contribution value of the target group pair in the attribute information for representing the degree of information contribution of the target group pair to the attribute information to generate the first rental mode parameter, and when further analysis shows that the information contribution values ​​of all target group pairs are less than the preset information contribution threshold, it is determined that the attribute information meets the preset rental mode generation conditions, which can further improve the quality analysis accuracy and granularity of the attribute information, improve the comprehensiveness of the analysis of the attribute information, and reduce the probability of abandonment of the attribute information, which is conducive to further improving the generation accuracy of the first rental mode parameters of the power bank suitable for the user, improving the matching accuracy of the power bank rental service, improving the user's power bank rental and use stickiness, and improving the user's power bank usage experience.

[0097] 104. When it is determined that the attribute information satisfies the preset rental mode generation condition, a first rental mode parameter of the user is generated according to the attribute information. The first rental mode parameter is used to control the target device to perform a target operation matching the first rental mode parameter. The target operation includes at least one of a rental guide operation, a payment guide operation, and a power bank power adaptation control operation.

[0098] In an embodiment of the present invention, optionally, the above-mentioned rental guidance operation and payment guidance operation may specifically include corresponding language adaptation, guidance format adaptation (for groups such as the elderly, the young, the sick, the disabled, and pregnant women), cultural and religious adaptation, gender adaptation and other adaptation operations, so as to improve the adaptability between power bank rental and the user's actual situation and location.

[0099] Further optionally, the above-mentioned target device may include one or more of power bank rental equipment, power bank detection equipment, power bank scheduling equipment, and power bank adaptation equipment.

[0100] It can be seen that the implementation of the embodiment of the present invention can analyze the user's attribute information according to the detected power bank rental request of the user. When it is determined that the attribute information satisfies the preset rental mode generation condition corresponding to the preset attribute information, a first rental mode parameter for controlling the target device to perform a matching target operation including at least one of a rental guide operation, a payment guide operation, and a power bank power adaptation control operation is generated according to the attribute information. The power bank rental mode parameters belonging to each user's actual situation can be adapted for each user, so as to provide the user with intelligent rental service operations such as rental guidance, payment guidance, and power bank power adaptation control operations that meet the user's actual situation, reduce the possibility of misoperation of power bank rental by users without knowing their location, improve the power bank rental efficiency and power bank rental accuracy of users in any area, and on this basis, it is also conducive to improving the scientific and reasonable utilization rate of power banks, reducing resource waste, and making more healthy and sustainable use of power bank resources. Further, it is also conducive to improving the user's power bank usage stickiness and enhancing the user's power bank rental and use experience.

[0101] Embodiment 2

[0102] See also Figure 2 , Figure 2 is a flow chart of another method for intelligently renting a power bank based on user attributes disclosed in an embodiment of the present invention. Figure 2 The described method for intelligent rental of power banks based on user attributes can be applied to power banks and / or power bank rental devices, and can also be applied to intelligent devices related to power banks and / or power bank rental devices, including but not limited to energy storage devices, cloud devices, edge computing devices, relay devices, base station devices, city management devices, and intelligent network devices. The embodiments of the present invention do not limit this. Figure 2 As shown, the intelligent rental method of power bank based on user attributes may include the following operations:

[0103] 201. Detecting a user's request to rent a power bank;

[0104] 202. Analyze the user's attribute information according to the power bank rental request;

[0105] In an embodiment of the present invention, as an optional implementation, before analyzing the user's attribute information according to the power bank rental request, the method further includes:

[0106] Analyze the user's power bank rental demand information based on the power bank rental request;

[0107] Determine the current power bank resource information;

[0108] It is determined whether the current power bank resource information meets the power bank rental demand information. When it is determined that the current power bank resource information meets the power bank rental demand information, an operation of analyzing the user's attribute information according to the power bank rental request is triggered.

[0109] It can be seen that the implementation of this optional embodiment can, after detecting the user's power bank rental request, determine whether the current power bank resource information meets the power bank rental demand information by analyzing the user's power bank rental demand information and the determined current power bank resource information, and when the judgment result is yes, trigger the execution of the operation of analyzing the user's attribute information according to the power bank rental request, which can further improve the scientificity and rationality of the power bank resource allocation, improve the user's power bank rental efficiency, and improve the user's power bank rental experience.

[0110] 203. Determine whether the attribute information satisfies a preset rental mode generation condition, where the preset rental mode generation condition is that the attribute information corresponds to the preset attribute information; wherein, when it is determined that the attribute information satisfies the preset rental mode generation condition, step 204 is triggered to be executed, and when it is determined that the attribute information does not satisfy the preset rental mode generation condition, step 205 is triggered to be executed;

[0111] 204. Generate a first rental mode parameter of the user according to the attribute information, where the first rental mode parameter is used to control the target device to perform a target operation matching the first rental mode parameter, where the target operation includes at least one of a rental guide operation, a payment guide operation, and a power bank power adaptation control operation;

[0112] In the embodiment of the present invention, as another optional implementation, the attribute information includes at least one of user image information, unit information, body information, language information, and age information. The generating the first rental mode parameter of the user according to the attribute information includes:

[0113] Analyze the user's current status information, consumption capacity information, and habitual personality information based on attribute information;

[0114] Analyze the user's recommended information set and power bank resource configuration information set according to the power bank rental demand information, current status information, consumption capacity information, and habitual personality information, wherein the recommended information set includes transaction discount information that the user is interested in and operation instructions corresponding to the transaction discount information, and the power bank configuration information set includes at least one power bank resource configuration information for the user to select;

[0115] A first rental mode parameter of the user is generated according to the recommendation information set and the power bank resource configuration information set.

[0116] In this optional embodiment, optionally, the above-mentioned habit personality information includes but is not limited to character information, personality information, etc.

[0117] Further optionally, the above-mentioned consumption capacity information can be obtained by specific analysis in combination with the user's wearing conditions, voice, image, action, etc., and the consumption capacity information includes but is not limited to at least one of consumption amount information, consumption intention information, and consumption tendency information.

[0118] It can be seen that the implementation of this optional embodiment can analyze the user's current status information, consumption capacity information and habitual personality information based on at least one of the attribute information including user image information, unit information, body shape information, language information and age information, and thus analyze the user's recommended information set including transaction discount information of interest to the user and operation instructions corresponding to the transaction discount information and a power bank resource configuration information set including at least one power bank resource configuration information for the user to choose based on the power bank rental demand information, current status information, consumption capacity information and habitual personality information; generate the user's first rental mode parameter based on the recommended information set and the power bank resource configuration information set, improve the generation dimension and breadth of the first rental mode information, and provide the user with richer rental mode service information that is more adapted to the user's attributes, so as to improve the user's power bank rental efficiency while improving the user's power bank rental accuracy, improve the user's power bank usage stickiness, and enhance the user's power bank rental and usage experience.

[0119] In this optional embodiment, as an optional implementation, the above-mentioned power bank rental demand information includes at least one of power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information, and the power bank resource configuration information corresponds to the power bank rental demand information. The above-mentioned analysis of the user's recommended information set and the power bank resource configuration information set based on the power bank rental demand information, current status information, consumption capacity information, and habit personality information includes:

[0120] Analyze the user's power bank resource configuration information set based on the power bank rental demand information;

[0121] Analyze the user's power bank selection richness information according to the power bank resource configuration information set, where the power bank selection richness information is used to indicate the richness of the power bank configurations available for the user to choose from;

[0122] For each power bank resource configuration information, calculate the user's first transaction information according to the power bank resource configuration information and the power bank selection richness information;

[0123] According to the first transaction information, the consumption capacity information and the habit personality information, a recommended information set of the user is configured, and the transaction preferential information is used to adjust the first transaction information to the second transaction information.

[0124] In this optional embodiment, optionally, the above-mentioned first transaction information can be based on the resource configuration information of each power bank, and can be used to comprehensively represent the power bank selection richness information for users to choose from, provide certain preferential benefits, and reflect the preferential benefits in the order paid by the user, so as to improve the calculation accuracy and comprehensive analysis of the first transaction information, which is conducive to improving the user's power bank rental and usage stickiness.

[0125] It can be seen that the implementation of this optional embodiment can further combine the analyzed power bank rental demand information including at least one of the power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information, analyze the power bank resource configuration information set adapted to the user including at least one power bank resource configuration information for the user to select and the power bank selection richness information used to indicate the richness of the power bank configuration for the user to select, and then for each power bank resource configuration information, calculate the user's first transaction information according to the power bank resource configuration information and the power bank selection richness information, improve the calculation accuracy of the user's transaction information in the power bank resource configuration information and the comprehensiveness of the comprehensive analysis, configure the user's recommended information set according to the first transaction information, consumption capacity information and habit personality information, and the transaction discount information is used to adjust the first transaction information to the second transaction information, so as to further improve the configuration accuracy of the recommended information set and the adaptability combined with the user's actual situation, which is beneficial to improving the user's power bank rental efficiency while also improving the user's power bank rental and use stickiness, and is beneficial to improving the user's actual power bank usage experience.

[0126] 205. Determine a historical rental mode parameter set of the target device;

[0127] 206. According to at least one current related item of the user obtained, a second rental mode parameter is matched in a set of historical rental mode parameters, the matching degree between the second rental mode parameter and the current related item is greater than or equal to a preset matching degree threshold, the second rental mode parameter corresponds to the first rental mode parameter, and the current related item at least includes current geographic location information, and also includes at least one of language information, text information, and event information within a preset time period corresponding to the current geographic location information.

[0128] In the embodiment of the present invention, for other supplementary explanations of step 201 to step 206, please refer to the supplementary explanations of step 101 to step 104 in the first embodiment, which will not be described in detail in the embodiment of the present invention.

[0129] It can be seen that the implementation of the embodiment of the present invention can, on the basis of the first embodiment, further determine the historical rental mode parameter set of the target device, in combination with at least one current related item of the user obtained, match the second rental mode parameter corresponding to the first rental mode parameter in the combination of historical rental mode parameters, whose matching degree with the current related item is greater than or equal to the preset matching degree threshold, that is, match the second rental mode parameter whose matching degree with at least one of the user's current geographic location information, language information corresponding to the current geographic location information, text information, and event information within a preset time period is greater than or equal to the preset matching degree threshold, improve the matching accuracy of the second rental mode parameter, and in the case of poor quality of the user's attribute information, further improve the rental efficiency and rental accuracy of the power bank, and improve the diversity and flexibility of the power bank rental methods, which is conducive to further improving the user's power bank rental / use stickiness, loyalty and satisfaction.

[0130] Embodiment 3

[0131] See also Figure 3 , Figure 3 It is a structural diagram of a smart rental device for power banks based on user attributes disclosed in an embodiment of the present invention. The smart rental device for power banks based on user attributes can be applied to power banks and / or power bank rental equipment, and can also be applied to smart devices related to power banks and / or power bank rental equipment, including but not limited to energy storage devices, cloud devices, edge computing devices, relay devices, base station devices, city management devices, and one or more smart network devices, which are not limited in the embodiment of the present invention. Figure 3 As shown, the intelligent rental device for power banks based on user attributes may include:

[0132] Detection module 301, used to detect a user's request to rent a power bank;

[0133] An analysis module 302 is used to analyze the user's attribute information according to the power bank rental request;

[0134] A determination module 303 is used to determine whether the attribute information satisfies a preset rental mode generation condition, where the preset rental mode generation condition is that the attribute information corresponds to preset attribute information;

[0135] The generation module 304 is used to generate the user's first rental mode parameter according to the attribute information when the judgment module 303 determines that the attribute information meets the preset rental mode generation condition. The first rental mode parameter is used to control the target device to perform a target operation matching the first rental mode parameter. The target operation includes at least one of a rental guidance operation, a payment guidance operation, and a power bank power adaptation control operation.

[0136] It can be seen that the implementation of the embodiment of the present invention can analyze the user's attribute information according to the detected power bank rental request of the user. When it is determined that the attribute information satisfies the preset rental mode generation condition corresponding to the preset attribute information, a first rental mode parameter for controlling the target device to perform a matching target operation including at least one of a rental guide operation, a payment guide operation, and a power bank power adaptation control operation is generated according to the attribute information. The power bank rental mode parameters belonging to each user's actual situation can be adapted for each user, so as to provide the user with intelligent rental service operations such as rental guidance, payment guidance, and power bank power adaptation control operations that meet the user's actual situation, reduce the possibility of misoperation of power bank rental by users without knowing their location, improve the power bank rental efficiency and power bank rental accuracy of users in any area, and on this basis, it is also conducive to improving the scientific and reasonable utilization rate of power banks, reducing resource waste, and making more healthy and sustainable use of power bank resources. Further, it is also conducive to improving the user's power bank usage stickiness and enhancing the user's power bank rental and use experience.

[0137] In the embodiment of the present invention, as an optional implementation, the specific manner in which the above-mentioned determination module 303 determines whether the attribute information meets the preset rental mode generation condition includes:

[0138] According to the preset attribute information, it is determined whether there is at least one target group pair in the attribute information, where the target group pair is used to represent contradictory information items and / or incomplete information items in the attribute information;

[0139] When it is determined that the target group pair does not exist in the attribute information, it is determined that the attribute information meets the preset rental mode generation condition.

[0140] It can be seen that the implementation of this optional embodiment can, after analyzing the above-mentioned attribute information of the user, determine, based on the preset attribute information, whether there is a target group pair of information contradictory items and / or information incomplete items in the attribute information represented by at least one user, and when it is determined that the target group pair does not exist, determine that the attribute information meets the preset rental mode generation conditions, thereby improving the accuracy of further quality analysis of the analyzed attribute information, improving the accuracy of utilization of the attribute information, and being conducive to improving the generation accuracy of the first rental mode parameters, improving the accuracy of user rental adaptation of power banks without geographical restrictions, and being conducive to improving the efficiency of power bank rental while improving the accuracy of power bank rental.

[0141] In this optional embodiment, as an optional implementation, Figure 4 As shown, the device also includes:

[0142] The acquisition module 305 is used to acquire the position information of each target pair in the attribute information when the determination module 303 determines that there is at least one target pair in the attribute information;

[0143] The analysis module 302 is further used to analyze the role information of the target group in the attribute information according to the location information;

[0144] A calculation module 306, used to calculate the information contribution value of the target group pair in the attribute information according to the role information, where the information contribution value is used to indicate the information contribution degree of the target group pair to the attribute information to generate the first rental mode parameter;

[0145] The judgment module 303 is further used to judge whether the information contribution value is less than a preset information contribution threshold.

[0146] The first determination module 307 is configured to determine that the attribute information meets the preset rental mode generation condition when the determination module 303 determines that the information contribution values ​​of all target group pairs are less than the preset information contribution threshold.

[0147] It can be seen that the implementation of this optional embodiment can also, when it is determined that there is at least one target group pair in the attribute information, for each target group pair, by obtaining the position information of the target group pair in the attribute information, analyzing the role information of the target group pair in the attribute information, and then calculating the information contribution value of the target group pair in the attribute information for representing the degree of information contribution of the target group pair to the attribute information to generate the first rental mode parameter, and when further analysis shows that the information contribution values ​​of all target group pairs are less than the preset information contribution threshold, it is determined that the attribute information meets the preset rental mode generation conditions, which can further improve the quality analysis accuracy and granularity of the attribute information, improve the comprehensiveness of the analysis of the attribute information, and reduce the probability of abandonment of the attribute information, which is conducive to further improving the generation accuracy of the first rental mode parameters of the power bank suitable for the user, improving the matching accuracy of the power bank rental service, improving the user's power bank rental and use stickiness, and improving the user's power bank usage experience.

[0148] In an optional embodiment, if Figure 4 As shown, the device also includes:

[0149] A second determination module 308 is configured to determine a historical rental mode parameter set of the target device when the determination module 303 determines that the attribute information does not meet the preset rental mode generation condition;

[0150] The matching module 309 is used to match the second rental mode parameter in the historical rental mode parameter set according to at least one current related item of the user obtained, the matching degree between the second rental mode parameter and the current related item is greater than or equal to a preset matching degree threshold, the second rental mode parameter corresponds to the first rental mode parameter, and the current related item at least includes the current geographic location information, and also includes at least one of the language information, text information, and event information within a preset time period corresponding to the current geographic location information.

[0151] It can be seen that the implementation of the embodiment of the present invention can, on the basis of the first embodiment, further determine the historical rental mode parameter set of the target device, in combination with at least one current related item of the user obtained, match the second rental mode parameter corresponding to the first rental mode parameter in the combination of historical rental mode parameters, whose matching degree with the current related item is greater than or equal to the preset matching degree threshold, that is, match the second rental mode parameter whose matching degree with at least one of the user's current geographic location information, language information corresponding to the current geographic location information, text information, and event information within a preset time period is greater than or equal to the preset matching degree threshold, improve the matching accuracy of the second rental mode parameter, and in the case of poor quality of the user's attribute information, further improve the rental efficiency and rental accuracy of the power bank, and improve the diversity and flexibility of the power bank rental methods, which is conducive to further improving the user's power bank rental / use stickiness, loyalty and satisfaction.

[0152] In this optional embodiment, as an optional implementation, the above-mentioned analysis module 302 is also used to analyze the user's power bank rental demand information according to the power bank rental request before analyzing the user's attribute information according to the power bank rental request;

[0153] The second determination module 308 is also used to determine the current power bank resource information;

[0154] The judgment module 303 is also used to judge whether the current power bank resource information meets the power bank rental demand information. When it is judged that the current power bank resource information meets the power bank rental demand information, the analysis module 302 is triggered to perform an operation of analyzing the user's attribute information according to the power bank rental request.

[0155] It can be seen that the implementation of this optional embodiment can, after detecting the user's power bank rental request, determine whether the current power bank resource information meets the power bank rental demand information by analyzing the user's power bank rental demand information and the determined current power bank resource information, and when the judgment result is yes, trigger the execution of the operation of analyzing the user's attribute information according to the power bank rental request, which can further improve the scientificity and rationality of the power bank resource allocation, improve the user's power bank rental efficiency, and improve the user's power bank rental experience.

[0156] In this optional embodiment, as another optional implementation, the attribute information includes at least one of user image information, unit information, body information, language information, and age information. The specific manner in which the generation module 304 generates the first rental mode parameter of the user according to the attribute information includes:

[0157] Analyze the user's current status information, consumption capacity information, and habitual personality information based on attribute information;

[0158] Analyze the user's recommended information set and power bank resource configuration information set according to the power bank rental demand information, current status information, consumption capacity information, and habitual personality information, wherein the recommended information set includes transaction discount information that the user is interested in and operation instructions corresponding to the transaction discount information, and the power bank configuration information set includes at least one power bank resource configuration information for the user to select;

[0159] A first rental mode parameter of the user is generated according to the recommendation information set and the power bank resource configuration information set.

[0160] It can be seen that the implementation of this optional embodiment can analyze the user's current status information, consumption capacity information and habitual personality information based on at least one of the attribute information including user image information, unit information, body shape information, language information and age information, and thus analyze the user's recommended information set including transaction discount information of interest to the user and operation instructions corresponding to the transaction discount information and a power bank resource configuration information set including at least one power bank resource configuration information for the user to choose based on the power bank rental demand information, current status information, consumption capacity information and habitual personality information; generate the user's first rental mode parameter based on the recommended information set and the power bank resource configuration information set, improve the generation dimension and breadth of the first rental mode information, and provide the user with richer rental mode service information that is more adapted to the user's attributes, so as to improve the user's power bank rental efficiency while improving the user's power bank rental accuracy, improve the user's power bank usage stickiness, and enhance the user's power bank rental and usage experience.

[0161] In this optional embodiment, as another optional implementation, the above-mentioned power bank rental demand information includes at least one of power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information. The power bank resource configuration information corresponds to the power bank rental demand information. The above-mentioned generation module 304 analyzes the user's recommended information set and the power bank resource configuration information set according to the power bank rental demand information, current state information, consumption capacity information, and habit personality information. The specific method includes:

[0162] Analyze the user's power bank resource configuration information set based on the power bank rental demand information;

[0163] Analyze the user's power bank selection richness information according to the power bank resource configuration information set, where the power bank selection richness information is used to indicate the richness of the power bank configurations available for the user to choose from;

[0164] For each power bank resource configuration information, calculate the user's first transaction information according to the power bank resource configuration information and the power bank selection richness information;

[0165] According to the first transaction information, the consumption capacity information and the habit personality information, a recommended information set of the user is configured, and the transaction preferential information is used to adjust the first transaction information to the second transaction information.

[0166] It can be seen that the implementation of this optional embodiment can further combine the analyzed power bank rental demand information including at least one of the power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information, analyze the power bank resource configuration information set adapted to the user including at least one power bank resource configuration information for the user to select and the power bank selection richness information used to indicate the richness of the power bank configuration for the user to select, and then for each power bank resource configuration information, calculate the user's first transaction information according to the power bank resource configuration information and the power bank selection richness information, improve the calculation accuracy of the user's transaction information in the power bank resource configuration information and the comprehensiveness of the comprehensive analysis, configure the user's recommended information set according to the first transaction information, consumption capacity information and habit personality information, and the transaction discount information is used to adjust the first transaction information to the second transaction information, so as to further improve the configuration accuracy of the recommended information set and the adaptability combined with the user's actual situation, which is beneficial to improving the user's power bank rental efficiency while also improving the user's power bank rental and use stickiness, and is beneficial to improving the user's actual power bank usage experience.

[0167] Embodiment 4

[0168] See also Figure 5 , Figure 5 It is a structural diagram of another intelligent rental device for power banks based on user attributes disclosed in an embodiment of the present invention. The intelligent rental device for power banks based on user attributes can be applied to power banks and / or power bank rental equipment, and can also be applied to intelligent devices related to power banks and / or power bank rental equipment, including but not limited to energy storage devices, cloud devices, edge computing devices, relay devices, base station devices, city management devices, and intelligent network devices. One or more of these devices are not limited in the embodiment of the present invention. Figure 5 As shown, the intelligent rental device for power banks based on user attributes may include:

[0169] The memory 401 stores executable program codes.

[0170] A processor 402 is coupled to the memory 401 .

[0171] The processor 402 calls the executable program code stored in the memory 401 to execute the steps in the method for intelligently renting a power bank based on user attributes described in the first embodiment of the present invention or the second embodiment of the present invention.

[0172] Embodiment 5

[0173] An embodiment of the present invention discloses a rental device, which includes a device body and a computer storage medium. The computer storage medium stores computer instructions. When the computer instructions are called, the rental device is used to execute the steps of the power bank intelligent rental method based on user attributes described in Embodiment 1 or Embodiment 2 of the present invention.

[0174] Embodiment 6

[0175] An embodiment of the present invention discloses a computer program product, which includes a non-transitory computer storage medium storing a computer program, and the computer program is operable to enable a computer to execute the steps of the power bank intelligent rental method based on user attributes described in Example 1 or Example 2.

[0176] The device embodiments described above are only illustrative, wherein the modules described as separate components may or may not be physically separated, and the components displayed as modules may or may not be physical modules, i.e., they may be located in one place, or they may be distributed on multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Those of ordinary skill in the art may understand and implement it without creative work.

[0177] Through the specific description of the above embodiments, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, it can also be implemented by hardware. Based on such an understanding, the above technical solution can be essentially or partly contributed to the prior art in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, and the storage medium includes a read-only memory (ROM), a random access memory (RAM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), a one-time programmable read-only memory (OTPROM), an electronically erasable rewritable read-only memory (EEPROM), a compact disc (CD-ROM) or other optical disc storage, magnetic disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.

[0178] Finally, it should be noted that the method, device and rental equipment for intelligent rental of power banks based on user attributes disclosed in the embodiments of the present invention are only preferred embodiments of the present invention, which are only used to illustrate the technical solution of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that the technical solutions described in the aforementioned embodiments can still be modified, or some of the technical features can be replaced by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A method for intelligently renting a power bank based on user attributes, characterized in that: The method comprises: Detecting the user's request to rent a power bank; Analyzing the attribute information of the user according to the power bank rental request; Determine whether the attribute information satisfies a preset rental mode generation condition, the preset rental mode generation condition being that the attribute information corresponds to preset attribute information; when it is determined that the attribute information satisfies the preset rental mode generation condition, generate a first rental mode parameter for the user according to the attribute information, the first rental mode parameter being used to control a target device to perform a target operation matching the first rental mode parameter, the target operation comprising at least one of a rental guidance operation, a payment guidance operation, and a power bank power adaptation control operation.

2. The method for intelligently renting a power bank based on user attributes according to claim 1, characterized in that: The determining whether the attribute information satisfies a preset rental mode generation condition includes: According to the preset attribute information, determining whether there is at least one target group pair in the attribute information, the target group pair being used to represent contradictory information items and / or incomplete information items in the attribute information; When it is determined that the target pair does not exist in the attribute information, it is determined that the attribute information meets a preset rental mode generation condition.

3. The method for intelligently renting a power bank based on user attributes according to claim 2 is characterized in that: The method further comprises: When it is determined that at least one target group pair exists in the attribute information, for each target group pair, position information of the target group pair in the attribute information is obtained; based on the position information, role information of the target group pair in the attribute information is analyzed; based on the role information, an information contribution value of the target group pair in the attribute information is calculated, the information contribution value being used to indicate the degree of information contribution of the target group pair to generating the first rental mode parameter from the attribute information; and whether the information contribution value is less than a preset information contribution threshold value is determined; When it is determined that the information contribution values ​​of all the target group pairs are less than the preset information contribution threshold, it is determined that the attribute information meets the preset rental mode generation condition.

4. The method for intelligently renting a power bank based on user attributes according to any one of claims 1 to 3, characterized in that: The method further comprises: When it is determined that the attribute information does not satisfy the preset rental mode generation condition, determining a historical rental mode parameter set of the target device; According to at least one current related item of the user obtained, a second rental mode parameter is matched in the historical rental mode parameter set, the matching degree between the second rental mode parameter and the current related item is greater than or equal to a preset matching degree threshold, the second rental mode parameter corresponds to the first rental mode parameter, and the current related item at least includes current geographic location information and at least one of language information, text information, and event information within a preset time period corresponding to the current geographic location information.

5. The method for intelligently renting a power bank based on user attributes according to claim 4 is characterized in that: Before analyzing the attribute information of the user according to the power bank rental request, the method further includes: Analyzing the power bank rental demand information of the user according to the power bank rental request; Determine the current power bank resource information; It is determined whether the current power bank resource information meets the power bank rental demand information. When it is determined that the current power bank resource information meets the power bank rental demand information, the operation of analyzing the user's attribute information according to the power bank rental request is triggered.

6. The method for intelligently renting a power bank based on user attributes according to claim 5, characterized in that: The attribute information includes at least one of user image information, unit information, body information, language information, and age information. Generating the first rental mode parameter of the user according to the attribute information includes: Analyzing the user's current status information, consumption capacity information, and habitual personality information according to the attribute information; Analyze the user's recommended information set and the power bank resource configuration information set according to the power bank rental demand information, the current state information, the consumption capacity information, and the habitual personality information, wherein the recommended information set includes transaction discount information that the user is interested in and operation instructions corresponding to the transaction discount information, and the power bank configuration information set includes at least one power bank resource configuration information for the user to select; A first rental mode parameter of the user is generated according to the recommendation information set and the power bank resource configuration information set.

7. The method for intelligently renting a power bank based on user attributes according to claim 6, characterized in that: The power bank rental demand information includes at least one of power bank shape demand information, power bank size demand information, power bank weight demand information, power bank power demand information, and charging method demand information. The power bank resource configuration information corresponds to the power bank rental demand information. The analyzing the user's recommended information set and the power bank resource configuration information set according to the power bank rental demand information, the current state information, the consumption capacity information, and the habit personality information includes: Analyzing the user's power bank resource configuration information set according to the power bank rental demand information; Analyzing the power bank selection richness information of the user according to the power bank resource configuration information set, wherein the power bank selection richness information is used to indicate the richness of the power bank configurations available for selection by the user; For each of the power bank resource configuration information, calculating the first transaction information of the user according to the power bank resource configuration information and the power bank selection richness information; The recommended information set of the user is configured according to the first transaction information, the consumption capacity information and the habit personality information, and the transaction preferential information is used to adjust the first transaction information to the second transaction information.

8. A smart rental device for power banks based on user attributes, characterized in that: The device comprises: A detection module, used to detect a user's request to rent a power bank; An analysis module, used for analyzing the attribute information of the user according to the power bank rental request; A judging module, used to judge whether the attribute information satisfies a preset rental mode generation condition, wherein the preset rental mode generation condition is that the attribute information corresponds to preset attribute information; A generation module is used to generate a first rental mode parameter for the user according to the attribute information when the judgment module determines that the attribute information meets the preset rental mode generation condition. The first rental mode parameter is used to control the target device to perform a target operation matching the first rental mode parameter, and the target operation includes at least one of a rental guidance operation, a payment guidance operation, and a power bank power adaptation control operation.

9. A smart rental device for power banks based on user attributes, characterized in that: The device comprises: A memory storing executable program code; a processor coupled to the memory; The processor calls the executable program code stored in the memory to execute the power bank intelligent rental method based on user attributes as described in any one of claims 1-7.

10. A rental device, comprising a device body, characterized in that: The rental device also includes a computer storage medium, which stores computer instructions. When the computer instructions are called, they are used to execute the smart power bank rental method based on user attributes as described in any one of claims 1-7.

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