Smart ring data interaction method and system based on positioning analysis

Abstract

The present invention discloses a method and system for interacting with smart ring data based on positioning analysis, the method comprising: obtaining data to be verified, user behavior data and positioning data transmitted by a target smart ring; judging whether the data to be verified needs to be verified, and obtaining a judgment result; when the judgment result is yes, determining multiple nearby rings corresponding to the target smart ring according to the user behavior data and positioning data; controlling the nearby rings to send ring data, and verifying the data to be verified according to the ring data. It can be seen that the present invention can verify the ring data through the data of nearby rings, so as to improve the efficiency and effect of ring data verification and obtain more accurate data.

Description

Technical Field

[0001] The present invention relates to the technical field of data processing, and in particular to a smart ring data interaction method and system based on positioning analysis. Background Art

[0002] A smart ring is a wearable electronic device that is generally equipped with mobile components such as sensors and NFC chips. It can be used in various applications, mainly for tracking daily activities and as a peripheral tool to support mobile devices. Most of the existing smart rings are still limited to using a single data verification rule to verify data locally or remotely when performing data verification. It does not take into account the mutual verification of data between multiple rings. Therefore, the data verification effect is poor and more accurate data cannot be obtained. It can be seen that the existing technology has defects that need to be solved urgently. Summary of the invention

[0003] The technical problem to be solved by the present invention is to provide a smart ring data interaction method and system based on positioning analysis, which can verify the ring data through the data of nearby rings to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0004] In order to solve the above technical problems, the first aspect of the present invention discloses a smart ring data interaction method based on positioning analysis, the method comprising:

[0005] Obtain the data to be verified, user behavior data and positioning data transmitted by the target smart ring;

[0006] Determine whether the data to be verified needs to be verified, and obtain a determination result;

[0007] When the judgment result is yes, determining multiple nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data;

[0008] The nearby ring is controlled to send ring data, and the data to be verified is verified according to the ring data.

[0009] As an optional implementation, in the first aspect of the present invention, the data to be verified is temperature data, humidity data, sound data, heart rate data, blood sugar data, ring posture data or ring height data.

[0010] As an optional implementation, in the first aspect of the present invention, the user behavior data includes user position change data, user ring speed change data, user ring posture change data, user voice change data and user ring height change data.

[0011] As an optional implementation manner, in the first aspect of the present invention, the determining whether the data to be verified needs to be verified and obtaining a determination result includes:

[0012] Determine a current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data;

[0013] According to the current data transmission scenario and the data type of the data to be verified, it is determined whether the data to be verified needs to be verified, and a determination result is obtained.

[0014] As an optional implementation, in the first aspect of the present invention, determining the current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data includes:

[0015] Determining multiple candidate transmission scenarios corresponding to the positioning data according to a preset correspondence between the position and the scenario;

[0016] Calculating a similarity parameter between the historical user behavior data corresponding to each of the candidate transmission scenarios and the user behavior data;

[0017] The candidate transmission scenario with the highest similarity parameter is determined as the current data transmission scenario corresponding to the target smart ring.

[0018] As an optional implementation manner, in the first aspect of the present invention, judging whether the data to be verified needs to be verified according to the current data transmission scenario and the data type of the data to be verified, and obtaining the judgment result includes:

[0019] Calculate the proportion of the number of records corresponding to the data type of the to-be-verified data in the data error records in the historical scenario transmission records corresponding to the current data transmission scenario;

[0020] It is determined whether the proportion of the number of records is greater than a preset proportion threshold value to determine whether the data to be verified needs to be verified, and a determination result is obtained.

[0021] As an optional implementation, in the first aspect of the present invention, determining multiple nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data includes:

[0022] According to the positioning data and a preset distance screening rule, a plurality of candidate rings whose distances from the target smart ring are less than a distance threshold are screened out;

[0023] Calculating the behavior similarity between the candidate user behavior data of each candidate ring and the user behavior data;

[0024] All the candidate rings whose behavior similarity is greater than a preset similarity threshold are screened out to obtain a plurality of nearby rings corresponding to the target smart ring.

[0025] As an optional implementation, in the first aspect of the present invention, controlling the nearby ring to send ring data, and verifying the data to be verified according to the ring data, includes:

[0026] Control each of the nearby rings to send a plurality of nearby ring data having the same data type and acquisition time as the data to be verified;

[0027] Based on the Laida criterion, determining whether the error values ​​corresponding to the plurality of nearby ring data and the data to be verified are within a normal range;

[0028] If yes, calculate the average value of the plurality of nearby ring data and the data to be verified, and determine it as the data value of the data to be verified;

[0029] If not, it is determined that the data to be verified is data that fails verification.

[0030] A second aspect of an embodiment of the present invention discloses a smart ring data interaction system based on positioning analysis, the system comprising:

[0031] An acquisition module is used to acquire the data to be verified, user behavior data and positioning data transmitted by the target smart ring;

[0032] A judgment module, used to judge whether the data to be verified needs to be verified and obtain a judgment result;

[0033] A determination module, configured to determine, when the judgment result is yes, a plurality of nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data;

[0034] The verification module is used to control the nearby ring to send ring data, and verify the data to be verified according to the ring data.

[0035] As an optional implementation, in the second aspect of the present invention, the data to be verified is temperature data, humidity data, sound data, heart rate data, blood sugar data, ring posture data or ring height data.

[0036] As an optional implementation, in the second aspect of the present invention, the user behavior data includes user position change data, user ring speed change data, user ring posture change data, user voice change data and user ring height change data.

[0037] As an optional implementation, in the second aspect of the present invention, the judgment module judges whether the data to be verified needs to be verified, and the specific manner of obtaining the judgment result includes:

[0038] Determine a current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data;

[0039] According to the current data transmission scenario and the data type of the data to be verified, it is determined whether the data to be verified needs to be verified, and a determination result is obtained.

[0040] As an optional implementation, in the second aspect of the present invention, the judgment module determines the specific manner of the current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data, including:

[0041] Determining multiple candidate transmission scenarios corresponding to the positioning data according to a preset correspondence between the position and the scenario;

[0042] Calculating a similarity parameter between the historical user behavior data corresponding to each of the candidate transmission scenarios and the user behavior data;

[0043] The candidate transmission scenario with the highest similarity parameter is determined as the current data transmission scenario corresponding to the target smart ring.

[0044] As an optional implementation, in the second aspect of the present invention, the judgment module judges whether the data to be verified needs to be verified according to the current data transmission scenario and the data type of the data to be verified, and the specific manner of obtaining the judgment result includes:

[0045] Calculate the proportion of the number of records corresponding to the data type of the to-be-verified data in the data error records in the historical scenario transmission records corresponding to the current data transmission scenario;

[0046] It is determined whether the proportion of the number of records is greater than a preset proportion threshold value to determine whether the data to be verified needs to be verified, and a determination result is obtained.

[0047] As an optional implementation, in the second aspect of the present invention, the specific manner in which the determination module determines the multiple nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data includes:

[0048] According to the positioning data and a preset distance screening rule, a plurality of candidate rings whose distances from the target smart ring are less than a distance threshold are screened out;

[0049] Calculating the behavior similarity between the candidate user behavior data of each candidate ring and the user behavior data;

[0050] All the candidate rings whose behavior similarity is greater than a preset similarity threshold are screened out to obtain a plurality of nearby rings corresponding to the target smart ring.

[0051] As an optional implementation, in the second aspect of the present invention, the verification module controls the nearby ring to send the ring data, and the specific manner of verifying the data to be verified according to the ring data includes:

[0052] Control each of the nearby rings to send a plurality of nearby ring data having the same data type and acquisition time as the data to be verified;

[0053] Based on the Laida criterion, determining whether the error values ​​corresponding to the plurality of nearby ring data and the data to be verified are within a normal range;

[0054] If yes, calculate the average value of the plurality of nearby ring data and the data to be verified, and determine it as the data value of the data to be verified;

[0055] If not, it is determined that the data to be verified is data that fails verification.

[0056] The third aspect of the present invention discloses another smart ring data interaction system based on positioning analysis, the system comprising:

[0057] A memory storing executable program code;

[0058] a processor coupled to the memory;

[0059] The processor calls the executable program code stored in the memory to execute part or all of the steps in the smart ring data interaction method based on positioning analysis disclosed in the first aspect of the present invention.

[0060] The fourth aspect of the present invention discloses a computer storage medium, which stores computer instructions. When the computer instructions are called, they are used to execute some or all of the steps in the smart ring data interaction method based on positioning analysis disclosed in the first aspect of the present invention.

[0061] Compared with the prior art, the embodiments of the present invention have the following beneficial effects:

[0062] When determining that the data to be verified sent by the smart ring needs to be verified, the present invention can verify the data to be verified according to the determined ring data of nearby rings, so that the ring data can be verified by the data of nearby rings, so as to improve the efficiency and effect of the ring data verification and obtain more accurate data. BRIEF DESCRIPTION OF THE DRAWINGS

[0063] 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.

[0064] Figure 1 It is a flow chart of a smart ring data interaction method based on positioning analysis disclosed in an embodiment of the present invention.

[0065] Figure 2 It is a structural diagram of a smart ring data interaction system based on positioning analysis disclosed in an embodiment of the present invention.

[0066] Figure 3 It is a structural diagram of another smart ring data interaction system based on positioning analysis disclosed in an embodiment of the present invention. DETAILED DESCRIPTION

[0067] 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.

[0068] 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 equipment that includes 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 that are inherent to these processes, methods, products or equipment.

[0069] 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.

[0070] The present invention discloses a smart ring data interaction method and system based on positioning analysis, which can verify the data to be verified according to the determined ring data of nearby rings when it is determined that the data to be verified sent by the smart ring needs to be verified, so that the ring data can be verified by the data of nearby rings, so as to improve the efficiency and effect of the ring data verification and obtain more accurate data. The following are detailed descriptions.

[0071] Embodiment 1

[0072] See also Figure 1 , Figure 1 This is a flow chart of a smart ring data interaction method based on positioning analysis disclosed in an embodiment of the present invention. Figure 1 The described smart ring data interaction method based on positioning analysis can be applied to a data processing system / data processing device / data processing server (wherein the server includes a local processing server or a cloud processing server). Figure 1 As shown, the smart ring data interaction method based on positioning analysis may include the following operations:

[0073] 101. Obtain the data to be verified, user behavior data, and positioning data transmitted by the target smart ring.

[0074] 102. Determine whether the data to be verified needs to be verified and obtain a determination result.

[0075] 103. When the judgment result is yes, multiple nearby rings corresponding to the target smart ring are determined according to the user behavior data and the positioning data.

[0076] 104. Control nearby rings to send ring data, and verify the data to be verified according to the ring data.

[0077] It can be seen that the above-mentioned embodiment of the invention can verify the data to be verified according to the determined ring data of nearby rings when it is determined that the data to be verified sent by the smart ring needs to be verified, so that the ring data can be verified through the data of nearby rings to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0078] As an optional embodiment, in the above steps, the data to be verified is temperature data, humidity data, sound data, heart rate data, blood sugar data, ring posture data or ring height data.

[0079] It can be seen that, through the above optional embodiments, the type of data to be verified is clarified, thereby helping to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0080] As an optional embodiment, in the above steps, the user behavior data includes user position change data, user ring speed change data, user ring posture change data, user voice change data and user ring height change data.

[0081] It can be seen that through the above optional embodiments, the content of the user behavior data is clarified, thereby helping to improve the efficiency and effect of the ring data verification and obtain more accurate data.

[0082] As an optional embodiment, in the above steps, determining whether the data to be verified needs to be verified and obtaining the determination result includes:

[0083] Determine the current data transmission scenario corresponding to the target smart ring based on user behavior data and positioning data;

[0084] According to the current data transmission scenario and the data type of the data to be verified, it is determined whether the data to be verified needs to be verified, and a determination result is obtained.

[0085] It can be seen that through the above optional embodiments, the current data transmission scenario can be determined through user behavior data and positioning data, so as to combine the data type to more accurately determine whether the data to be verified needs to be verified, thereby helping to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0086] As an optional embodiment, in the above steps, determining the current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data includes:

[0087] Determine multiple candidate transmission scenarios corresponding to the positioning data according to the correspondence between the preset positions and scenarios;

[0088] Calculate the similarity parameter between the historical user behavior data and the user behavior data corresponding to each candidate transmission scenario;

[0089] The candidate transmission scenario with the highest similarity parameter is determined as the current data transmission scenario corresponding to the target smart ring.

[0090] It can be seen that through the above optional embodiments, multiple candidate transmission scenarios corresponding to the positioning data can be determined through the correspondence between the position and the scene, and then a more accurate current data transmission scenario can be determined based on the similarity calculation, thereby helping to improve the efficiency and effect of the ring data verification and obtain more accurate data.

[0091] As an optional embodiment, in the above steps, judging whether the data to be verified needs to be verified according to the current data transmission scenario and the data type of the data to be verified, and obtaining the judgment result includes:

[0092] Calculate the proportion of the number of records corresponding to the data type of the data to be verified in the data error records in the historical scenario transmission records corresponding to the current data transmission scenario;

[0093] Determine whether the proportion of the number of records is greater than the preset proportion threshold to determine whether the data to be verified needs to be verified and obtain a judgment result.

[0094] It can be seen that through the above optional embodiments, it is possible to determine whether verification is needed by judging the threshold of the proportion of the number of records corresponding to the type of data to be verified in the data error records in the historical scene transmission records, so as to improve the efficiency of data verification and reduce costs, thereby assisting in improving the efficiency and effect of ring data verification and obtaining more accurate data.

[0095] As an optional embodiment, in the above step, determining multiple nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data includes:

[0096] According to the positioning data and the preset distance screening rule, multiple candidate rings whose distances to the target smart ring are less than the distance threshold are screened out;

[0097] Calculate the behavior similarity between the candidate user behavior data and the user behavior data of each candidate ring;

[0098] All candidate rings whose behavior similarity is greater than a preset similarity threshold are screened out to obtain multiple nearby rings corresponding to the target smart ring.

[0099] It can be seen that through the above optional embodiments, multiple candidate rings with distances less than the distance threshold can be screened out through the distance screening rule, and then the nearby rings of multiple targets with more reference data can be screened out based on the calculation of user behavior similarity, thereby helping to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0100] As an optional embodiment, in the above steps, controlling the nearby rings to send the ring data, and verifying the data to be verified according to the ring data, includes:

[0101] Control each nearby ring to send multiple nearby ring data with the same data type and acquisition time as the data to be verified;

[0102] Based on the Laida criterion, determine whether the error values ​​corresponding to multiple nearby ring data and the data to be verified are within the normal range;

[0103] If yes, calculate the average value of the multiple nearby ring data and the data to be verified, and determine it as the data value of the data to be verified;

[0104] If not, it is determined that the data to be verified is data that fails verification.

[0105] It can be seen that through the above optional embodiments, the data can be verified or corrected based on each nearby ring sending multiple nearby ring data with the same data type and acquisition time as the data to be verified, as well as the Laida criterion and average value calculation, thereby improving the efficiency and effect of ring data verification and obtaining more accurate data.

[0106] Embodiment 2

[0107] See also Figure 2 , Figure 2 : is a schematic diagram of the structure of a smart ring data interaction system based on positioning analysis disclosed in an embodiment of the present invention. Figure 2 The described smart ring data interaction system based on positioning analysis can be applied to a data processing system / data processing device / data processing server (wherein the server includes a local processing server or a cloud processing server). Figure 2 As shown, the smart ring data interaction system based on positioning analysis may include:

[0108] The acquisition module 201 is used to acquire the data to be verified, the user behavior data and the positioning data transmitted by the target smart ring.

[0109] The judgment module 202 is used to judge whether the data to be verified needs to be verified and obtain a judgment result.

[0110] The determination module 203 is used to determine a plurality of nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data when the judgment result is yes.

[0111] The verification module 204 is used to control the nearby rings to send ring data, and verify the data to be verified according to the ring data.

[0112] It can be seen that the above-mentioned embodiment of the invention can verify the data to be verified according to the determined ring data of nearby rings when it is determined that the data to be verified sent by the smart ring needs to be verified, so that the ring data can be verified through the data of nearby rings to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0113] As an optional embodiment, the data to be verified is temperature data, humidity data, sound data, heart rate data, blood sugar data, ring posture data or ring height data.

[0114] It can be seen that, through the above optional embodiments, the type of data to be verified is clarified, thereby helping to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0115] As an optional embodiment, the user behavior data includes user position change data, user ring speed change data, user ring posture change data, user voice change data and user ring height change data.

[0116] It can be seen that through the above optional embodiments, the content of the user behavior data is clarified, thereby helping to improve the efficiency and effect of the ring data verification and obtain more accurate data.

[0117] As an optional embodiment, the judgment module judges whether the data to be verified needs to be verified, and obtains the judgment result in a specific manner including:

[0118] Determine the current data transmission scenario corresponding to the target smart ring based on user behavior data and positioning data;

[0119] According to the current data transmission scenario and the data type of the data to be verified, it is determined whether the data to be verified needs to be verified, and a determination result is obtained.

[0120] It can be seen that through the above optional embodiments, the current data transmission scenario can be determined through user behavior data and positioning data, so as to combine the data type to more accurately determine whether the data to be verified needs to be verified, thereby helping to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0121] As an optional embodiment, the judgment module determines the specific manner of the current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data, including:

[0122] Determine multiple candidate transmission scenarios corresponding to the positioning data according to the correspondence between the preset positions and scenarios;

[0123] Calculate the similarity parameter between the historical user behavior data and the user behavior data corresponding to each candidate transmission scenario;

[0124] The candidate transmission scenario with the highest similarity parameter is determined as the current data transmission scenario corresponding to the target smart ring.

[0125] It can be seen that through the above optional embodiments, multiple candidate transmission scenarios corresponding to the positioning data can be determined through the correspondence between the position and the scene, and then a more accurate current data transmission scenario can be determined based on the similarity calculation, thereby helping to improve the efficiency and effect of the ring data verification and obtain more accurate data.

[0126] As an optional embodiment, the judgment module judges whether the data to be verified needs to be verified according to the current data transmission scenario and the data type of the data to be verified, and the specific manner of obtaining the judgment result includes:

[0127] Calculate the proportion of the number of records corresponding to the data type of the data to be verified in the data error records in the historical scenario transmission records corresponding to the current data transmission scenario;

[0128] Determine whether the proportion of the number of records is greater than the preset proportion threshold to determine whether the data to be verified needs to be verified and obtain a judgment result.

[0129] It can be seen that through the above optional embodiments, it is possible to determine whether verification is needed by judging the threshold of the proportion of the number of records corresponding to the type of data to be verified in the data error records in the historical scene transmission records, so as to improve the efficiency of data verification and reduce costs, thereby assisting in improving the efficiency and effect of ring data verification and obtaining more accurate data.

[0130] As an optional embodiment, the specific manner in which the determination module determines multiple nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data includes:

[0131] According to the positioning data and the preset distance screening rule, multiple candidate rings whose distances to the target smart ring are less than the distance threshold are screened out;

[0132] Calculate the behavior similarity between the candidate user behavior data and the user behavior data of each candidate ring;

[0133] All candidate rings whose behavior similarity is greater than a preset similarity threshold are screened out to obtain multiple nearby rings corresponding to the target smart ring.

[0134] It can be seen that through the above optional embodiments, multiple candidate rings with distances less than the distance threshold can be screened out through the distance screening rule, and then the nearby rings of multiple targets with more reference data can be screened out based on the calculation of user behavior similarity, thereby helping to improve the efficiency and effect of ring data verification and obtain more accurate data.

[0135] As an optional embodiment, the verification module controls the nearby rings to send the ring data, and the specific manner of verifying the data to be verified according to the ring data includes:

[0136] Control each nearby ring to send multiple nearby ring data with the same data type and acquisition time as the data to be verified;

[0137] Based on the Laida criterion, determine whether the error values ​​corresponding to multiple nearby ring data and the data to be verified are within the normal range;

[0138] If yes, calculate the average value of the multiple nearby ring data and the data to be verified, and determine it as the data value of the data to be verified;

[0139] If not, it is determined that the data to be verified is data that fails verification.

[0140] It can be seen that through the above optional embodiments, the data can be verified or corrected based on each nearby ring sending multiple nearby ring data with the same data type and acquisition time as the data to be verified, as well as the Laida criterion and average value calculation, thereby improving the efficiency and effect of ring data verification and obtaining more accurate data.

[0141] Embodiment 3

[0142] See also Figure 3 , Figure 3 This is another smart ring data interaction system based on positioning analysis disclosed in an embodiment of the present invention. Figure 3 The described smart ring data interaction system based on positioning analysis is applied to a data processing system / data processing device / data processing server (wherein the server includes a local processing server or a cloud processing server). Figure 3 As shown, the smart ring data interaction system based on positioning analysis may include:

[0143] A memory 301 storing executable program codes;

[0144] a processor 302 coupled to the memory 301;

[0145] The processor 302 calls the executable program code stored in the memory 301 to execute the steps of the smart ring data interaction method based on positioning analysis described in the first embodiment.

[0146] Embodiment 4

[0147] An embodiment of the present invention discloses a computer-readable storage medium storing a computer program for electronic data exchange, wherein the computer program enables a computer to execute the steps of the smart ring data interaction method based on positioning analysis described in the first embodiment.

[0148] Embodiment 5

[0149] An embodiment of the present invention discloses a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable a computer to execute the steps of the smart ring data interaction method based on positioning analysis described in the first embodiment.

[0150] The above describes specific embodiments of the present specification, and other embodiments are within the scope of the appended claims. In some cases, the actions or steps recorded in the claims can be performed in an order different from that in the embodiments and still achieve the desired results. In addition, the processes depicted in the accompanying drawings do not necessarily have to be performed in the specific order or sequential order shown to achieve the desired results. In some embodiments, multitasking and parallel processing are also possible or may be advantageous.

[0151] The systems, devices, modules or units described in the above embodiments may be implemented by computer chips or entities, or by products with certain functions. A typical implementation device is a computer. Specifically, the computer may be, for example, a personal computer, a laptop computer, a cellular phone, a camera phone, a smart phone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.

[0152] For the convenience of description, the above device is described in various units according to their functions. Of course, when implementing this specification, the functions of each unit can be implemented in the same or multiple software and / or hardware.

[0153] Those skilled in the art will appreciate that the embodiments of this specification may be provided as methods, systems, or computer program products. Therefore, the embodiments of this specification may be in the form of complete hardware embodiments, complete software embodiments, or embodiments in combination with software and hardware. Moreover, the embodiments of this specification may be in the form of a computer program product implemented in one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that contain computer-usable program code.

[0154] This specification is described with reference to the flowcharts and / or block diagrams of the methods, devices (systems), and computer program products according to the embodiments of this specification. It should be understood that each process and / or box in the flowchart and / or block diagram, as well as the combination of the processes and / or boxes in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.

[0155] These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.

[0156] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operating steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing instructions for implementing the process. Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.

[0157] In a typical configuration, a computing device includes one or more processors (CPU), input / output interfaces, network interfaces, and memory.

[0158] The memory may include non-permanent storage in a computer-readable medium, random access memory (RAM) and / or non-volatile memory in the form of read-only memory (ROM) or flash RAM. The memory is an example of a computer-readable medium.

[0159] Computer readable media include permanent and non-permanent, removable and non-removable media that can be implemented by any method or technology to store information. Information can be computer readable instructions, data structures, program modules or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology, compact disk read-only memory (CD-ROM), digital versatile disk (DVD) or other optical storage, magnetic cassettes, magnetic disk storage or other magnetic storage devices or any other non-transmission media that can be used to store information that can be accessed by a computing device. As defined herein, computer readable media does not include temporary computer readable media (transitory media), such as modulated data signals and carrier waves.

[0160] It should also be noted that the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, commodity or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, commodity or device. In the absence of more restrictions, the elements defined by the sentence "comprises a ..." do not exclude the existence of other identical elements in the process, method, commodity or device including the elements.

[0161] This specification may be described in the general context of computer-executable instructions executed by a computer, such as program modules. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform specific tasks or implement specific abstract data types. This specification may also be practiced in distributed computing environments where tasks are performed by remote processing devices connected through a communication network. In a distributed computing environment, program modules may be located in local and remote computer storage media, including storage devices.

[0162] Each embodiment in this specification is described in a progressive manner, and the same or similar parts between the embodiments can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the system embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.

[0163] Finally, it should be noted that the smart ring data interaction method and system based on positioning analysis disclosed in the embodiments of the present invention only discloses the 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 smart ring data interaction method based on positioning analysis, characterized in that: The method comprises: Obtain the data to be verified, user behavior data and positioning data transmitted by the target smart ring; Determine whether the data to be verified needs to be verified, and obtain a determination result, including: Determine a current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data; Calculate the proportion of the number of records corresponding to the data type of the to-be-verified data in the data error records in the historical scenario transmission records corresponding to the current data transmission scenario; Determine whether the proportion of the number of records is greater than a preset proportion threshold, so as to determine whether the data to be verified needs to be verified, and obtain a judgment result; When the judgment result is yes, multiple nearby rings corresponding to the target smart ring are determined according to the user behavior data and the positioning data, including: According to the positioning data and a preset distance screening rule, a plurality of candidate rings whose distances to the target smart ring are less than a distance threshold are screened out; Calculating the behavior similarity between the candidate user behavior data of each candidate ring and the user behavior data; Screening out all the candidate rings whose behavior similarity is greater than a preset similarity threshold, and obtaining a plurality of nearby rings corresponding to the target smart ring; The nearby ring is controlled to send ring data, and the data to be verified is verified according to the ring data.

2. The method for interacting with smart ring data based on positioning analysis according to claim 1, characterized in that: The data to be verified is temperature data, humidity data, sound data, heart rate data, blood sugar data, ring posture data or ring height data.

3. The smart ring data interaction method based on positioning analysis according to claim 1 is characterized in that: The user behavior data includes user position change data, user ring speed change data, user ring posture change data, user voice change data and user ring height change data.

4. The smart ring data interaction method based on positioning analysis according to claim 1 is characterized in that: The determining, according to the user behavior data and the positioning data, a current data transmission scenario corresponding to the target smart ring includes: Determining multiple candidate transmission scenarios corresponding to the positioning data according to a preset correspondence between the position and the scenario; Calculating a similarity parameter between the historical user behavior data corresponding to each of the candidate transmission scenarios and the user behavior data; The candidate transmission scenario with the highest similarity parameter is determined as the current data transmission scenario corresponding to the target smart ring.

5. The smart ring data interaction method based on positioning analysis according to claim 1 is characterized in that: The controlling the nearby ring to send the ring data and verifying the data to be verified according to the ring data includes: Control each of the nearby rings to send a plurality of nearby ring data having the same data type and acquisition time as the data to be verified; Based on the Laida criterion, determining whether the error values ​​corresponding to the plurality of nearby ring data and the data to be verified are within a normal range; If yes, calculate the average value of the plurality of nearby ring data and the data to be verified, and determine it as the data value of the data to be verified; If not, it is determined that the data to be verified is data that fails verification.

6. A smart ring data interaction system based on positioning analysis, characterized in that: The system comprises: An acquisition module is used to acquire the data to be verified, user behavior data and positioning data transmitted by the target smart ring; The judgment module is used to judge whether the data to be verified needs to be verified and obtain a judgment result, including: Determine a current data transmission scenario corresponding to the target smart ring according to the user behavior data and the positioning data; Calculate the proportion of the number of records corresponding to the data type of the to-be-verified data in the data error records in the historical scenario transmission records corresponding to the current data transmission scenario; Determine whether the proportion of the number of records is greater than a preset proportion threshold, so as to determine whether the data to be verified needs to be verified, and obtain a judgment result; The determination module is used to determine a plurality of nearby rings corresponding to the target smart ring according to the user behavior data and the positioning data when the judgment result is yes, including: According to the positioning data and a preset distance screening rule, a plurality of candidate rings whose distances from the target smart ring are less than a distance threshold are screened out; Calculating the behavior similarity between the candidate user behavior data of each candidate ring and the user behavior data; Screening out all the candidate rings whose behavior similarity is greater than a preset similarity threshold, and obtaining a plurality of nearby rings corresponding to the target smart ring; The verification module is used to control the nearby ring to send ring data, and verify the data to be verified according to the ring data.

7. A smart ring data interaction system based on positioning analysis, characterized in that: The system 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 smart ring data interaction method based on positioning analysis as described in any one of claims 1-5.

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