CN113590644B - Data processing method and device, storage medium and electronic device - Google Patents
Data processing method and device, storage medium and electronic device Download PDFInfo
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- CN113590644B CN113590644B CN202110724934.XA CN202110724934A CN113590644B CN 113590644 B CN113590644 B CN 113590644B CN 202110724934 A CN202110724934 A CN 202110724934A CN 113590644 B CN113590644 B CN 113590644B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/242—Query formulation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/26—Visual data mining; Browsing structured data
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K7/00—Methods or arrangements for sensing record carriers, e.g. for reading patterns
- G06K7/10—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
- G06K7/10009—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves
- G06K7/10366—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves the interrogation device being adapted for miscellaneous applications
- G06K7/10415—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves the interrogation device being adapted for miscellaneous applications the interrogation device being fixed in its position, such as an access control device for reading wireless access cards, or a wireless ATM
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Abstract
The invention discloses a data processing method and device, a storage medium and an electronic device, comprising the following steps: acquiring characteristic information of a target object and equipment information of cleaning equipment, and cleaning the characteristic information and the equipment information to acquire the target information; and processing the target information by applying a mathematical model to generate visual information, wherein the visual information is used for displaying the target information. The characteristic information of the target object and the equipment information of the cleaning equipment are acquired, the characteristic information and the equipment information are subjected to data cleaning, and then the target information is acquired, so that the acquired target information does not comprise other invalid information, the accuracy of acquiring the target data can be improved, and the influence caused by other non-target data is reduced. The target information is then processed in combination with the application mathematical model to generate visual information, which makes the visual information presented to the user well-defined and straightforward.
Description
Technical Field
The present invention relates to the field of big data, and in particular, to a method and apparatus for processing data, a storage medium, and an electronic apparatus.
Background
In the prior art, application scenes based on RFID technology are wider and wider. Among them, RFID technology is a radio frequency identification technology, and RFID is an abbreviation of Radio Frequency Identification. The principle is that the reader and the tag perform non-contact data communication, so as to achieve the aim of identifying the target. The RFID is widely applied, and is typically applied to animal wafers, automobile wafer burglar alarms, parking lot control, production line automation and material management. Specifically, can imbed RFID chip for goods, deposit in goods and commodity circulation in-process such as warehouse, market, goods related information is gathered by the reader-writer is automatic, and the managers just can inquire about goods information in the system rapidly, reduces the risk of abandoning or stolen, can improve goods handing-over speed, improves the rate of accuracy to prevent scurrying goods and anti-fake. The RFID technology can also be applied to library management systems, access control systems and food safety tracing.
For example, in the prior art, there are clothes (bedding articles) with RFID electronic tags, which can be used to record various attribute characteristics of clothes, but since existing warehouse management only monitors the stock of clothes in a specific warehouse through the RFID electronic tags, the effect of monitoring the stock and sales of clothes in various warehouses cannot be achieved through the RFID electronic tags, in the prior art, clothes are generally sent to a predetermined area for sales through experience or a predetermined sales amount, and the type of certain clothes in a certain area is caused to cause stock backlog due to dislike of local consumers or cause stagnation of clothes in the A1 area and mass sales of clothes in the A2 area, that is, in some fields, unreasonable resource allocation due to incomplete information.
In the prior art, the technology of internet of things is utilized to realize the identification of clothes data, the clothes data are collected and reported to an internet of things cloud platform, and a large data system modeling analysis statistical scheme is adopted, but the technology is limited by the accuracy of RFID (radio frequency identification) identification of clothes information and the effectiveness of reporting cloud data by an intelligent washing machine, so that deviation exists on the result of the large data analysis calculation platform, and the generated database data and actual data are not matched.
Disclosure of Invention
The embodiment of the invention provides a data processing method and device, a storage medium and an electronic device, which at least solve the problems of unreasonable resource allocation caused by insufficient information resources and mismatching of database data and actual data caused by incomplete information acquisition of intelligent equipment in the related technology.
According to an embodiment of the present invention, there is provided a data processing method including: acquiring characteristic information of a target object and equipment information of cleaning equipment, wherein the cleaning equipment is used for cleaning the target object; carrying out data cleaning on the characteristic information and the equipment information to obtain target information; and processing the target information by applying a mathematical model to generate visual information, wherein the visual information is used for displaying the target information.
In an exemplary embodiment, before acquiring the feature information of the target object, the processing method includes: analyzing the characteristic information according to a preset decoding coding rule to obtain analysis name information, and storing the analyzed analysis name information into a target object list library.
In one exemplary embodiment, the processing method includes: the device information comprises user information and device identification information, and after the user information, the device identification information and the characteristic information are cleaned, the target information comprises the user information, the device identification information and the characteristic information; and generating the visual information by applying the mathematical model based on the user information, the equipment identification information and the characteristic information, wherein the visual information is used for displaying the distribution data information of the target object in different areas.
In one exemplary embodiment, the characteristic information includes at least one of material information of the target object, color information of the target object, kind information of the target object, size information of the target object, brand information of the target object.
In an exemplary embodiment, the processing method further includes: acquiring washing frequency information of the target object; and acquiring the number information of the target objects when the target objects are washed each time, and storing the washing times information and the number information of the target objects when the target objects are washed each time into the target object list library.
In an exemplary embodiment, the processing method further includes: acquiring a query request, wherein the query request at least carries the user information for logging in equipment to be queried; inquiring record information matched with the user information from a target object list library in response to the inquiry request; and if the query is successful, outputting a query result, wherein the query result is data allowing editing, and the query result comprises at least one of user information, equipment identification information and common washing information.
In an exemplary embodiment, the processing method further includes: and detecting that the cleaning equipment generates reminding information under the condition that the target object is washed, wherein the reminding information comprises at least one of the characteristic information and the equipment information.
According to another embodiment of the present invention, there is also provided a data processing apparatus including: the device comprises an acquisition module, a cleaning module and a control module, wherein the acquisition module is used for acquiring characteristic information of a target object and equipment information of cleaning equipment, and the cleaning equipment is used for cleaning the target object; the cleaning module is used for carrying out data cleaning on the characteristic information and the equipment information to obtain target information; the generation module is used for processing the target information by applying a mathematical model to generate visual information, and the visual information is used for displaying the target information.
According to yet another aspect of the embodiments of the present invention, there is also provided a computer-readable storage medium including a stored program, wherein the program when run performs the method described in the foregoing.
According to a further aspect of embodiments of the present invention there is also provided an electronic device comprising a memory and a processor, the memory having stored therein a computer program, the processor being arranged to perform the method described in the preceding paragraph by means of the computer program.
In the embodiment of the invention, the characteristic information of the target object and the equipment information of the cleaning equipment are acquired, wherein the cleaning equipment is used for cleaning the target object, data cleaning is carried out on the characteristic information and the equipment information to acquire target information, a mathematical model is applied to process the target information to generate visual information, and the visual information is used for displaying the target information. By adopting the technical scheme, the characteristic information of the target object and the equipment information of the cleaning equipment are acquired, the characteristic information and the equipment information are subjected to data cleaning, and then the target information is acquired, so that the acquired target information does not comprise other invalid information, the accuracy of acquiring the target data can be improved, and the influence caused by other non-target data is reduced. And then processing the target information by combining an application mathematical model to generate visual information, so that the visual information presented to the user is clear, simple and clear, and the user can obtain the state of the related target information according to the generated visual information. By adopting the technical scheme, the accuracy of the characteristic information and the equipment information of the target object can be improved, so that a user or a merchant can perform resource optimization on the target object according to the visual information, and the resource optimization configuration efficiency is effectively improved. For example, a merchant may serve resources for a target object type, specification based on the visualization information, and a user may select settings for a washing mode, etc. for the target object based on the visualization information.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiments of the invention and together with the description serve to explain the invention and do not constitute a limitation on the invention. In the drawings:
fig. 1 is a block diagram of a hardware configuration of a computer terminal of a data processing method according to an embodiment of the present invention;
FIG. 2 is a flow chart of a method of processing data according to an embodiment of the invention;
FIG. 3 is a flow chart of a method of processing data according to an embodiment of the invention;
FIG. 4 is a schematic block diagram of a data processing method according to an embodiment of the present invention;
fig. 5 is a block diagram of a data processing apparatus according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
The method embodiments provided by the embodiments of the present application may be performed in a computer terminal, or a similar computing device. Taking a computer terminal as an example, fig. 1 is a block diagram of a hardware structure of a computer terminal according to a data processing method according to an embodiment of the present invention. As shown in fig. 1, the computer terminal may include one or more (only one is shown in fig. 1) processors 102 (the processor 102 may include, but is not limited to, a microprocessor MCU or a processing device such as a programmable logic device FPGA) and a memory 104 for storing data, and in one exemplary embodiment, may also include a transmission device 106 for communication functions and an input-output device 108. It will be appreciated by those skilled in the art that the configuration shown in fig. 1 is merely illustrative and is not intended to limit the configuration of the computer terminal described above. For example, a computer terminal may also include more or fewer components than shown in FIG. 1, or have a different configuration than the equivalent functions shown in FIG. 1 or more than the functions shown in FIG. 1.
The memory 104 may be used to store a computer program, for example, a software program of application software and a module, such as a computer program corresponding to a method for processing data in an embodiment of the present invention, and the processor 102 executes the computer program stored in the memory 104 to perform various functional applications and data processing, that is, to implement the above-mentioned method. Memory 104 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory remotely located relative to the processor 102, which may be connected to the computer terminal via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission means 106 is arranged to receive or transmit data via a network. Specific examples of the network described above may include a wireless network provided by a communication provider of a computer terminal. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, simply referred to as NIC) that can connect to other network devices through a base station to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module, which is used to communicate with the internet wirelessly.
In this embodiment, a data processing method is provided and applied to the computer terminal, and fig. 2 is a flowchart of a data processing method according to an embodiment of the present invention, where the flowchart includes the following steps:
step S202, obtaining characteristic information of a target object and equipment information of cleaning equipment, wherein the cleaning equipment is used for cleaning the target object;
step S204, data cleaning is carried out on the characteristic information and the equipment information, and target information is obtained;
step S206, processing the target information by using a mathematical model to generate visual information, wherein the visual information is used for displaying the target information.
In the data processing method, firstly, characteristic information of a target object and equipment information of cleaning equipment are obtained, secondly, the characteristic information and the equipment information are subjected to data cleaning to obtain target information, and finally, a mathematical model is applied to process the target information to generate visual information, wherein the visual information is used for displaying the target information. The characteristic information of the target object and the equipment information of the cleaning equipment are acquired, the characteristic information and the equipment information are subjected to data cleaning, and then the target information is acquired, so that the acquired target information does not comprise other invalid information, the accuracy of acquiring the target data can be improved, and the influence caused by other non-target data is reduced. The target information is then processed in combination with the application mathematical model to generate visual information, which makes the visual information presented to the user well-defined and straightforward. The user can obtain the state of the related target information according to the generated visual information. By adopting the technical scheme, the accuracy of the characteristic information and the equipment information of the target object can be improved, so that a user or a merchant can perform resource optimization on the target object according to the visual information, and the resource optimization configuration efficiency is effectively improved. For example, a merchant may serve resources for a target object type, specification based on the visualization information, and a user may select settings for a washing mode, etc. for the target object based on the visualization information. By adopting the technical scheme, the problems of unreasonable resource allocation caused by insufficient information resources and mismatching of database data and actual data caused by incomplete information acquisition by the intelligent equipment in the related technology are solved.
Before the feature information of the target object is acquired, the processing method comprises the following steps: analyzing the characteristic information according to a preset decoding coding rule to obtain analysis name information, and storing the analyzed analysis name information into a target object list library. The arrangement can ensure that the data of the target object list library can be synchronously updated with the real-time data, and the accuracy of acquiring the data information is ensured. In one embodiment of the present application, the washing device may be a washing machine, and the target object may be clothing that people wear daily, or bedding, that is, what can be seen as a target object as long as it can be put into the washing machine for washing. The characteristic information can be placed on the target object in a mode of an RFID electronic tag, and an RFID acquisition module for acquiring the information of the RFID electronic tag is arranged on the washing machine.
In one embodiment of the present application, the device information includes user information and device identification information, after the user information, the device identification information, and the feature information are cleaned, the target information includes the user information, the device identification information, and the feature information, and the mathematical model is applied to generate the visualization information based on the user information, the device identification information, and the feature information, where the visualization information is used to display distribution data information of the target object in different areas.
By acquiring the user information and the equipment identification information and combining the corresponding relation of the user information to the target object, the user preference of a certain area can be judged. For example, the data of different kinds of target objects in the same region can be selected through the target object list library, and the distribution situation of different target objects in the same region can be judged, so that the user preference of the region can be judged.
In one exemplary embodiment, the characteristic information includes material information of the target object, color information of the target object, kind information of the target object, size information of the target object, brand information of the target object. The material information can be used for knowing what material the target object is made of and where the source is, the brand information can be used for obtaining what stage the consumption level of the region is, and the target objects with the same grade brands can be prepared according to the brand information so as to increase the marketing success rate of merchants. The number of different types of target objects sent to the area can be determined through the type information, and the problem that the target objects are in sale due to the fact that the size and the number sent to the area are not corresponding is avoided. According to the method, the technology of the Internet of things is utilized, when a user washes clothes through the washing machine with the RFID module, the washing machine identifies clothes information with the RFID, the information including materials, colors, products, specifications, brands and the like washed by the user is reported to the Internet of things cloud platform, then the big data system at the rear end acquires the data, the geographical position (area) of the washing machine is combined, the washing time period and the like are summarized, analysis modeling is carried out, data information including intelligent clothes distribution to brands, intelligent clothes industry profiles, intelligent clothes styles to brands is formed, and the like is opened to clothes brand manufacturers for accurately paving clothes inventory, and the effect of resource optimization configuration is played for the clothes at accurate positions.
In order to further acquire accurate data information, the number of times of washing and the number of times of washing of the target object may be stored in the target object list library by acquiring the number of times of washing of the target object and the number of times of washing of the target object. The method comprises the steps of obtaining the washing frequency information of the target object, determining the using time of the target object by a user, judging whether to carry out mass replenishment in the area, and judging the possession quantity of the target object by a user by recording the number of the target objects washed each time, so that the reliability of obtaining data can be further improved, and the visual information displayed by the user through the method is more accurate.
In an exemplary embodiment, the processing method further includes: acquiring a query request, wherein the query request at least carries the user information for logging in equipment to be queried; inquiring record information matched with the user information from a target object list library in response to the inquiry request; and if the query is successful, outputting a query result, wherein the query result is data allowing editing, and the query result comprises at least one of user information, equipment identification information and common washing information. By adopting the technical scheme in the embodiment, the user can determine whether to supplement data to the query result through the query result, for example, the user can increase the geographic position information of the user through the query result and change the equipment information of the user.
In an exemplary embodiment, the processing method further includes detecting that the cleaning apparatus generates a reminder message including at least one of the feature information and the apparatus information in a case where the target object is washed. The user can know the washing time and washing mode of the target object through the reminding information. The reminding information can be reminded through a washing machine screen or a mobile phone APP.
In an exemplary embodiment, for convenience of description, in this embodiment, a garment is taken as an embodiment, that is, an RFID electronic tag is disposed on the garment, where the characteristic information includes a material, a color, a class, a specification, a brand, and the like of the garment. When the washing machine end is responsible for washing clothes by the washing machine with the RFID module, characteristic information of the clothes washed by a user and with the RFID is recorded and stored. And the characteristic information collects user information through the sensor and the terminal system and uploads the user information to the cloud platform. And the data collected by each terminal is analyzed and processed by adopting an Internet of things cloud platform, and the Internet of things cloud platform is responsible for providing public service (a message platform, a capability platform and a user platform) functions for each terminal. And analyzing, exception handling, cleaning and filtering the characteristic information collected by the washing machine by adopting a big data system to obtain effective clothing information. The big data system records data including clothes information such as materials, colors, types, specifications, brands and the like, washing times, the number of washing pieces, geographical positions and the like. And finally, displaying the information to the user in the modes of map distribution, histogram, pie chart, list, derived data file and the like according to various statistical latitudes by adopting a Portal analysis system to the clothing information in the target object list library. The method specifically comprises the following steps:
step 01: and after the washing machine is started, the characteristic information data of clothes are reported and obtained, and the data are uploaded to the cloud platform through the internet of things module of the washing machine according to preset coding rules and protocols through the bottom plate of the washing machine.
Step 02: the big data system analyzes the clothes data according to the agreed decoding rules and processes the data according to logic requirements to generate target data, and the target data is pushed to a database of the portal system.
Step 03: and a clothes parameter maintenance module of the Portal system maintains the corresponding analysis name of decoding in advance according to the agreed coding and decoding rules.
Step 04: the Portal system collects and processes target data of clothes and displays the target data in the forms of charts, map distribution and the like.
The encoding and decoding conversion rule of the clothes attribute is exemplified as follows:
a. clothes data reported by the bottom plate: 18 19 13143
b. Decoded laundry data:
0101 0111 0011 0011，0001 0011 0000 0000，0001 0010 0000 0000
c. resolution name of decoded data:
| information processing system | Position of | Number of bits | Resolving code | Resolving names |
| Material of material | 1-4 bits | Totally 4 bits | 0101 | Denim fabric |
| Color of | 5-9 bits | Totally 5 bits | 0111 0 | Blue color |
| Products and products | 10-15 bits | Totally 6 bits | 011 001 | Jeans |
| Specification of specification | 16-20 bits | Totally 5 bits | 10001 | 140 |
| Branding | 21-32 bits | Total of 12 bits | 0011 0000 0000 | Pending |
In order to better understand the process of the data processing method, the implementation method flow of the data processing is described below in conjunction with the optional embodiment, but is not limited to the technical solution of the embodiment of the present invention.
Analyzing the characteristic information according to a preset decoding coding rule to obtain analysis name information, and storing the analyzed analysis name information into a target object list library;
acquiring characteristic information of a target object and equipment information of cleaning equipment, wherein the equipment information comprises user information and equipment identification information, and the characteristic information comprises at least one of material information of the target object, color information of the target object, type information of the target object, size information of the target object and brand information of the target object;
after the user information, the equipment identification information and the characteristic information are cleaned, the target information comprises the user information, the equipment identification information and the characteristic information;
and generating the visual information by applying the mathematical model based on the user information, the equipment identification information and the characteristic information, wherein the visual information is used for displaying the distribution data information of the target object in different areas. By adopting the technical scheme of the embodiment, the accuracy of the characteristic information and the equipment information of the target object can be improved, so that a user or a merchant can perform resource optimization on the target object according to the visual information, and the resource optimization configuration efficiency is effectively improved. For example, a merchant may serve resources for a target object type, specification based on the visualization information, and a user may select settings for a washing mode, etc. for the target object based on the visualization information.
In this embodiment, when the apparatus is used to wash the target object, the number of times of washing information of the target object is obtained, the number of times of washing information of the target object each time the target object is washed is also obtained, and the number of times of washing information of the target object each time the target object is washed are stored in the target object list library. In other words, when the target object is radially cleaned, the number of times of cleaning the same target object is used as the cumulative statistics, and the statistics of how many target objects are cleaned at one time by the same cleaning device is also performed, so that the diversity of acquired data information can be improved, and the accuracy of acquiring the target object information can be improved.
Specifically, as shown in fig. 3 and fig. 4, in a washing stage of a user for clothes, characteristic information on the clothes is read, the acquired characteristic information is resolved into a name consistent with a preset name in the maintenance of the RFID code of the clothes through the name, and after the washing machine is started, characteristic information data of the clothes are uploaded to the cloud platform. The method comprises the steps of processing acquired clothes information by using big data, wherein the method comprises the steps of establishing a mathematical model by using washing machine data, user data and acquired clothes information, analyzing the acquired data, selecting effective clothes information data for statistics, and displaying relevant data, namely target data, to a user through a Portal system. This enables the user to intuitively see a temporal distribution and a spatial distribution of the laundry information and the user information, so that the user can make a reasonable decision according to the distribution. In this embodiment, the reliability of the method may be further improved by managing the RFID code of the laundry and maintaining the parameters of the laundry by using the Portal system, and implementing maintenance of the authority of the RFID code of the laundry. In this embodiment, the mathematical model may be a pre-generated mathematical model or a mathematical model obtained by calling, that is, the mathematical model is a mathematical model already used in the prior art.
By adopting the technical scheme, the brand manufacturer of the clothes can know the quantity situation of the clothes from leaving the factory to the shop through each sales channel of the clothes shop, know specific crowds for purchasing the clothes, and the age, hobby characteristics, geographical positions processed, wearing and washing frequency and other information of the crowds after purchasing the clothes, so that the inventory of the clothes is accurately paved, and the clothes marketing at the accurate position is realized, wherein the clothes refer to clothes, trousers, socks, hats and other articles which can be washed by the washing machine. The washing equipment can be a dish washer, the target object can be tableware, and the characteristic information of the target object comprises information such as size information, material information, using time and the like of the tableware, so that the aim of conveniently realizing optimal shop by a merchant can be fulfilled.
From the description of the above embodiments, it will be clear to a person skilled in the art that the method according to the above embodiments may be implemented by means of software plus the necessary general hardware platform, but of course also by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (e.g. ROM/RAM, magnetic disk, optical disk) comprising several instructions for causing a terminal device (which may be a mobile phone, a computer, a server, or a network device, etc.) to perform the method of the various embodiments of the present invention.
FIG. 5 is a block diagram of a data processing apparatus according to an embodiment of the present invention; as shown in fig. 5, includes:
an acquisition module 42, configured to acquire feature information of a target object and equipment information of a cleaning equipment, where the cleaning equipment is used to wash the target object;
the cleaning module 44 is configured to perform data cleaning on the feature information and the device information, and obtain target information;
the generating module 46 is configured to apply a mathematical model to process the target information to generate visual information, where the visual information is used to display the target information.
Through the device, the characteristic information of the target object and the equipment information of the cleaning equipment are obtained, wherein the cleaning equipment is used for cleaning the target object, data cleaning is carried out on the characteristic information and the equipment information, the target information is obtained, a mathematical model is applied to process the target information, so that visual information is generated, and the visual information is used for displaying the target information. By adopting the technical scheme, the characteristic information of the target object and the equipment information of the cleaning equipment are acquired, the characteristic information and the equipment information are subjected to data cleaning, and then the target information is acquired, so that the acquired target information does not comprise other invalid information, the accuracy of acquiring the target data can be improved, and the influence caused by other non-target data is reduced. And then processing the target information by combining an application mathematical model to generate visual information, so that the visual information presented to the user is clear, simple and clear, and the user can obtain the state of the related target information according to the generated visual information. By adopting the technical scheme, the accuracy of the characteristic information and the equipment information of the target object can be improved, so that a user or a merchant can perform resource optimization on the target object according to the visual information, and the resource optimization configuration efficiency is effectively improved. For example, a merchant may serve resources for a target object type, specification based on the visualization information, and a user may select settings for a washing mode, etc. for the target object based on the visualization information.
In the processing apparatus of the data, before acquiring the feature information of the target object, the processing method includes: analyzing the characteristic information according to a preset decoding coding rule to obtain analysis name information, and storing the analyzed analysis name information into a target object list library. The arrangement can ensure that the data of the target object list library can be synchronously updated with the real-time data, and the accuracy of acquiring the data information is ensured.
An embodiment of the present invention also provides a storage medium including a stored program, wherein the program executes the method of any one of the above.
Alternatively, in the present embodiment, the above-described storage medium may be configured to store program code for performing the steps of:
s1, acquiring characteristic information of a target object and equipment information of cleaning equipment, wherein the cleaning equipment is used for cleaning the target object;
s2, data cleaning is carried out on the characteristic information and the equipment information, and target information is obtained;
and S3, processing the target information by applying a mathematical model to generate visual information, wherein the visual information is used for displaying the target information.
An embodiment of the invention also provides an electronic device comprising a memory having stored therein a computer program and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.
Optionally, the electronic apparatus may further include a transmission device and an input/output device, where the transmission device is connected to the processor, and the input/output device is connected to the processor.
Alternatively, in the present embodiment, the above-described processor may be configured to execute the following steps by a computer program:
s1, acquiring characteristic information of a target object and equipment information of cleaning equipment, wherein the cleaning equipment is used for cleaning the target object;
s2, data cleaning is carried out on the characteristic information and the equipment information, and target information is obtained;
and S3, processing the target information by applying a mathematical model to generate visual information, wherein the visual information is used for displaying the target information.
In this embodiment, by acquiring the feature information of the target object and the device information of the cleaning device, and performing data cleaning on the feature information and the device information, and then acquiring the target information, it is ensured that the acquired target information does not include other invalid information, so that accuracy of acquiring the target data can be improved, and meanwhile, influence caused by other non-target data is reduced. The target information is then processed in combination with the application mathematical model to generate visual information, which makes the visual information presented to the user well-defined and straightforward. The user can obtain the state of the related target information according to the generated visual information. By adopting the technical scheme, the accuracy of the characteristic information and the equipment information of the target object can be improved, so that a user or a merchant can perform resource optimization on the target object according to the visual information, and the resource optimization configuration efficiency is effectively improved. For example, a merchant may serve resources for a target object type, specification based on the visualization information, and a user may select settings for a washing mode, etc. for the target object based on the visualization information.
Alternatively, in the present embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a removable hard disk, a magnetic disk, or an optical disk, or other various media capable of storing program codes.
Alternatively, specific examples in this embodiment may refer to examples described in the foregoing embodiments and optional implementations, and this embodiment is not described herein.
It will be appreciated by those skilled in the art that the modules or steps of the invention described above may be implemented in a general purpose computing device, they may be concentrated on a single computing device, or distributed across a network of computing devices, they may alternatively be implemented in program code executable by computing devices, so that they may be stored in a memory device for execution by computing devices, and in some cases, the steps shown or described may be performed in a different order than that shown or described, or they may be separately fabricated into individual integrated circuit modules, or multiple modules or steps within them may be fabricated into a single integrated circuit module for implementation. Thus, the present invention is not limited to any specific combination of hardware and software.
The above is only a preferred embodiment of the present invention, and is not intended to limit the present invention, but various modifications and variations can be made to the present invention by those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the principle of the present invention should be included in the protection scope of the present invention.
Claims (9)
1. A method of processing data, comprising:
acquiring characteristic information of a target object and equipment information of cleaning equipment, wherein the cleaning equipment is used for cleaning the target object;
carrying out data cleaning on the characteristic information and the equipment information to obtain target information;
processing the target information by using a mathematical model to generate visual information, wherein the visual information is used for displaying the target information;
the processing method comprises the following steps: the device information comprises user information and device identification information, and after the user information, the device identification information and the characteristic information are cleaned, the target information comprises the user information, the device identification information and the characteristic information; and generating the visual information by applying the mathematical model based on the user information, the equipment identification information and the characteristic information, wherein the visual information is used for displaying the distribution data information of the target object in different areas.
2. The method according to claim 1, wherein before acquiring the feature information of the target object, the method comprises:
analyzing the characteristic information according to a preset decoding coding rule to obtain analysis name information, and storing the analyzed analysis name information into a target object list library.
3. The method according to claim 1, wherein the feature information includes at least one of material information of the target object, color information of the target object, kind information of the target object, size information of the target object, and brand information of the target object.
4. The method for processing data according to claim 2, characterized in that the method for processing further comprises:
acquiring washing frequency information of the target object;
and acquiring the number information of the target objects when the target objects are washed each time, and storing the washing times information and the number information of the target objects when the target objects are washed each time into the target object list library.
5. The method for processing data according to claim 1, characterized in that the method for processing further comprises:
acquiring a query request, wherein the query request at least carries the user information logging in the equipment to be queried;
inquiring record information matched with the user information from a target object list library in response to the inquiry request;
and if the query is successful, outputting a query result, wherein the query result is data allowing editing, and the query result comprises at least one of user information, equipment identification information and common washing information.
6. The method for processing data according to claim 1, characterized in that the method for processing further comprises:
and detecting that the cleaning equipment generates reminding information under the condition that the target object is washed, wherein the reminding information comprises at least one of the characteristic information and the equipment information.
7. A data processing apparatus, comprising:
the device comprises an acquisition module, a cleaning module and a control module, wherein the acquisition module is used for acquiring characteristic information of a target object and equipment information of cleaning equipment, and the cleaning equipment is used for cleaning the target object;
the cleaning module is used for carrying out data cleaning on the characteristic information and the equipment information to obtain target information;
the generation module is used for processing the target information by applying a mathematical model to generate visual information, wherein the visual information is used for displaying the target information;
the device information comprises user information and device identification information, and after the user information, the device identification information and the characteristic information are cleaned, the target information comprises the user information, the device identification information and the characteristic information;
the generation module is further configured to apply the mathematical model to generate the visualization information based on the user information, the device identification information and the feature information, where the visualization information is used to display distribution data information of the target object in different areas.
8. A computer readable storage medium, characterized in that the computer readable storage medium comprises a stored program, wherein the program when run performs the method of any of the preceding claims 1 to 6.
9. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to execute the method according to any of the claims 1 to 6 by means of the computer program.
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