CN112199361A - Database redundant information processing method - Google Patents

Database redundant information processing method Download PDF

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Publication number
CN112199361A
CN112199361A CN202011032626.2A CN202011032626A CN112199361A CN 112199361 A CN112199361 A CN 112199361A CN 202011032626 A CN202011032626 A CN 202011032626A CN 112199361 A CN112199361 A CN 112199361A
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China
Prior art keywords
information
redundant
digital
digital characteristic
characteristic information
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CN202011032626.2A
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Chinese (zh)
Inventor
刘艳
梁雨丰
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Fujing Technology Shenzhen Co ltd
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Fujing Technology Shenzhen Co ltd
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Priority to CN202011032626.2A priority Critical patent/CN112199361A/en
Publication of CN112199361A publication Critical patent/CN112199361A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/215Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2458Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2462Approximate or statistical queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
    • G06F16/285Clustering or classification

Abstract

The application provides a database redundant information processing method, which comprises the following steps: the electronic equipment classifies and identifies all information in the database to determine corresponding categories, and performs similar storage on the information of the same category; the electronic equipment determines information to be redundant from a database, performs characteristic identification on the information to be redundant to extract characteristic group information of the information to be redundant, and extracts first digital characteristic information containing numbers from the characteristic group information; the electronic equipment compares a plurality of pieces of digital characteristic information of a plurality of pieces of conventional information which are similar to the information to be redundant, if the comparison determines that the first digital characteristic information is consistent with the plurality of pieces of digital characteristic information or the first digital characteristic information has regularity with the plurality of pieces of digital characteristic information, the electronic equipment determines that the information to be redundant belongs to the conventional information, and the information to be redundant is reserved. The technical scheme provided by the application has the advantage of improving the data storage effect.

Description

Database redundant information processing method
Technical Field
The application relates to the field of databases, in particular to a database redundant information processing method.
Background
The database is a commonly used information storage mode at present, the existing database generally deletes redundant information directly, but the direct deletion may cause the data storage effect of the database due to the matched data loss.
Content of application
The embodiment of the application provides a database redundant information processing method, which determines whether to keep the redundant information by judging the redundant information, and improves the data storage effect.
In a first aspect, an embodiment of the present application provides a method for processing redundant information in a database, where the method is applied to an electronic device, and includes the following steps:
the electronic equipment classifies and identifies all information in the database to determine corresponding categories, and performs similar storage on the information of the same category;
the electronic equipment determines information to be redundant from a database, performs characteristic identification on the information to be redundant to extract characteristic group information of the information to be redundant, and extracts first digital characteristic information containing numbers from the characteristic group information;
the electronic equipment compares a plurality of pieces of digital characteristic information of a plurality of pieces of conventional information which are similar to the information to be redundant, if the comparison determines that the first digital characteristic information is consistent with the plurality of pieces of digital characteristic information or the first digital characteristic information has regularity with the plurality of pieces of digital characteristic information, the electronic equipment determines that the information to be redundant belongs to the conventional information, and the information to be redundant is reserved.
In a second aspect, a computer-readable storage medium is provided, which stores a computer program for electronic data exchange, wherein the computer program causes a computer to perform the method provided in the first aspect.
In a third aspect, there is provided a computer program product comprising a non-transitory computer readable storage medium having a computer program stored thereon, the computer program being operable to cause a computer to perform the method provided by the first aspect.
The embodiment of the application has the following beneficial effects:
the technical scheme provided by the application can be seen that all information is classified, then the information to be redundant is determined to be subjected to feature identification to determine feature group information, then digital feature information is extracted, the digital feature information is compared to realize whether the information to be redundant is strongly associated with conventional information or not, then the attribute of the information to be redundant is changed, and the data storage effect is improved.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Fig. 2 is a schematic flowchart of a database redundant information processing method disclosed in an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some, but not all, embodiments of the present application. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The terms "first," "second," "third," and "fourth," etc. in the description and claims of this application and in the accompanying drawings are used for distinguishing between different objects and not for describing a particular order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the application. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.
An electronic device is a device deployed in an indoor environment or an outdoor environment to transceive signals. For example, the signal Transceiver device may be an evolved Node B (eNB), a Radio Network Controller (RNC), a Node B (NB), a Base Station Controller (BSC), a Base Transceiver Station (BTS), a Home Base Station (e.g., Home evolved Node B or Home Node B, HNB), an Access Controller (AC), a WIFI Access Point (AP), or the like.
Fig. 1 shows a schematic structural diagram of an electronic device 100. The electronic device may be a computer, a server, an intelligent terminal, and the like. The electronic device 100 may include a processor 110, an external memory interface 120, an internal memory 121, a Universal Serial Bus (USB) interface 130, a charge management module 140, a power management module 141, a battery 142, an antenna 1, an antenna 2, a mobile communication module 150, a wireless communication module 160, an audio module 170, a speaker 170A, a receiver 170B, a microphone 170C, an earphone interface 170D, a sensor module 180, a compass 190, a motor 191, a pointer 192, a camera 193, a display screen 194, a Subscriber Identification Module (SIM) card interface 195, and the like.
It is to be understood that the illustrated structure of the embodiment of the present application does not specifically limit the electronic device 100. In other embodiments of the present application, electronic device 100 may include more or fewer components than shown, or some components may be combined, some components may be split, or a different arrangement of components. The illustrated components may be implemented in hardware, software, or a combination of software and hardware.
Processor 110 may include one or more processing units, such as: the processor 110 may include an Application Processor (AP), a modem processor, a Graphics Processing Unit (GPU), an Image Signal Processor (ISP), a controller, a video codec, a Digital Signal Processor (DSP), a baseband processor, and/or a neural-Network Processing Unit (NPU), etc. Wherein the different processing units may be separate components or may be integrated in one or more processors. In some embodiments, the electronic device 101 may also include one or more processors 110. The controller can generate an operation control signal according to the instruction operation code and the time sequence signal to complete the control of instruction fetching and instruction execution. In other embodiments, a memory may also be provided in processor 110 for storing instructions and data. Illustratively, the memory in the processor 110 may be a cache memory. The memory may hold instructions or data that have just been used or recycled by the processor 110. If the processor 110 needs to reuse the instruction or data, it can be called directly from the memory. This avoids repeated accesses and reduces the latency of the processor 110, thereby increasing the efficiency with which the electronic device 101 processes data or executes instructions.
In some embodiments, processor 110 may include one or more interfaces. The interface may include an inter-integrated circuit (I2C) interface, an inter-integrated circuit audio (I2S) interface, a Pulse Code Modulation (PCM) interface, a universal asynchronous receiver/transmitter (UART) interface, a Mobile Industry Processor Interface (MIPI), a general-purpose input/output (GPIO) interface, a SIM card interface, a USB interface, and/or the like. The USB interface 130 is an interface conforming to the USB standard specification, and may specifically be a Mini USB interface, a Micro USB interface, a USB Type C interface, or the like. The USB interface 130 may be used to connect a charger to charge the electronic device 101, and may also be used to transmit data between the electronic device 101 and peripheral devices. The USB interface 130 may also be used to connect to a headset to play audio through the headset.
It should be understood that the interface connection relationship between the modules illustrated in the embodiments of the present application is only an illustration, and does not limit the structure of the electronic device 100. In other embodiments of the present application, the electronic device 100 may also adopt different interface connection manners or a combination of multiple interface connection manners in the above embodiments.
The charging management module 140 is configured to receive charging input from a charger. The charger may be a wireless charger or a wired charger. In some wired charging embodiments, the charging management module 140 may receive charging input from a wired charger via the USB interface 130. In some wireless charging embodiments, the charging management module 140 may receive a wireless charging input through a wireless charging coil of the electronic device 100. The charging management module 140 may also supply power to the electronic device through the power management module 141 while charging the battery 142.
The power management module 141 is used to connect the battery 142, the charging management module 140 and the processor 110. The power management module 141 receives input from the battery 142 and/or the charge management module 140, and supplies power to the processor 110, the internal memory 121, the external memory, the display 194, the camera 193, the wireless communication module 160, and the like. The power management module 141 may also be used to monitor parameters such as battery capacity, battery cycle count, battery state of health (leakage, impedance), etc. In some other embodiments, the power management module 141 may also be disposed in the processor 110. In other embodiments, the power management module 141 and the charging management module 140 may be disposed in the same device.
The wireless communication function of the electronic device 100 may be implemented by the antenna 1, the antenna 2, the mobile communication module 150, the wireless communication module 160, a modem processor, a baseband processor, and the like.
The antennas 1 and 2 are used for transmitting and receiving electromagnetic wave signals. Each antenna in the electronic device 100 may be used to cover a single or multiple communication bands. Different antennas can also be multiplexed to improve the utilization of the antennas. For example: the antenna 1 may be multiplexed as a diversity antenna of a wireless local area network. In other embodiments, the antenna may be used in conjunction with a tuning switch.
The mobile communication module 150 may provide a solution including 2G/3G/4G/5G wireless communication applied to the electronic device 100. The mobile communication module 150 may include at least one filter, a switch, a power amplifier, a Low Noise Amplifier (LNA), and the like. The mobile communication module 150 may receive the electromagnetic wave from the antenna 1, filter, amplify, etc. the received electromagnetic wave, and transmit the electromagnetic wave to the modem processor for demodulation. The mobile communication module 150 may also amplify the signal modulated by the modem processor, and convert the signal into electromagnetic wave through the antenna 1 to radiate the electromagnetic wave. In some embodiments, at least some of the functional modules of the mobile communication module 150 may be disposed in the processor 110. In some embodiments, at least some of the functional modules of the mobile communication module 150 may be disposed in the same device as at least some of the modules of the processor 110.
The wireless communication module 160 may provide a solution for wireless communication applied to the electronic device 100, including Wireless Local Area Networks (WLANs) (e.g., wireless fidelity (Wi-Fi) networks), bluetooth (blue tooth, BT), Global Navigation Satellite System (GNSS), Frequency Modulation (FM), Near Field Communication (NFC), Infrared (IR), UWB, and the like. The wireless communication module 160 may be one or more devices integrating at least one communication processing module. The wireless communication module 160 receives electromagnetic waves via the antenna 2, performs frequency modulation and filtering processing on electromagnetic wave signals, and transmits the processed signals to the processor 110. The wireless communication module 160 may also receive a signal to be transmitted from the processor 110, perform frequency modulation and amplification on the signal, and convert the signal into electromagnetic waves through the antenna 2 to radiate the electromagnetic waves.
The electronic device 100 implements display functions via the GPU, the display screen 194, and the application processor. The GPU is a microprocessor for image processing, and is connected to the display screen 194 and an application processor. The GPU is used to perform mathematical and geometric calculations for graphics rendering. The processor 110 may include one or more GPUs that execute program instructions to generate or alter display information.
The display screen 194 is used to display images, videos, and the like. The display screen 194 includes a display panel. The display panel may be a Liquid Crystal Display (LCD), an organic light-emitting diode (OLED), an active matrix organic light-emitting diode (active-matrix organic light-emitting diode, AMOLED), a flexible light-emitting diode (FLED), a mini light-emitting diode (mini-light-emitting diode, mini), a Micro-o led, a quantum dot light-emitting diode (QLED), or the like. In some embodiments, the electronic device 100 may include 1 or more display screens 194.
The electronic device 100 may implement a photographing function through the ISP, the camera 193, the video codec, the GPU, the display screen 194, the application processor, and the like.
The ISP is used to process the data fed back by the camera 193. For example, when a photo is taken, the shutter is opened, light is transmitted to the camera photosensitive element through the lens, the optical signal is converted into an electrical signal, and the camera photosensitive element transmits the electrical signal to the ISP for processing and converting into an image visible to naked eyes. The ISP can also carry out algorithm optimization on the noise, brightness and skin color of the image. The ISP can also optimize parameters such as exposure, color temperature and the like of a shooting scene. In some embodiments, the ISP may be provided in camera 193.
The camera 193 is used to capture still images or video. The object generates an optical image through the lens and projects the optical image to the photosensitive element. The photosensitive element may be a Charge Coupled Device (CCD) or a complementary metal-oxide-semiconductor (CMOS) phototransistor. The light sensing element converts the optical signal into an electrical signal, which is then passed to the ISP where it is converted into a digital image signal. And the ISP outputs the digital image signal to the DSP for processing. The DSP converts the digital image signal into image signal in standard RGB, YUV and other formats. In some embodiments, the electronic device 100 may include 1 or more cameras 193.
The digital signal processor is used for processing digital signals, and can process digital image signals and other digital signals. For example, when the electronic device 100 selects a frequency bin, the digital signal processor is used to perform fourier transform or the like on the frequency bin energy.
Video codecs are used to compress or decompress digital video. The electronic device 100 may support one or more video codecs. In this way, the electronic device 100 may play or record video in a variety of encoding formats, such as: moving Picture Experts Group (MPEG) 1, MPEG2, MPEG3, MPEG4, and the like.
The NPU is a neural-network (NN) computing processor that processes input information quickly by using a biological neural network structure, for example, by using a transfer mode between neurons of a human brain, and can also learn by itself continuously. Applications such as intelligent recognition of the electronic device 100 can be realized through the NPU, for example: image recognition, face recognition, speech recognition, text understanding, and the like.
The external memory interface 120 may be used to connect an external memory card, such as a Micro SD card, to extend the memory capability of the electronic device 100. The external memory card communicates with the processor 110 through the external memory interface 120 to implement a data storage function. For example, files such as music, video, etc. are saved in an external memory card.
Internal memory 121 may be used to store one or more computer programs, including instructions. The processor 110 may execute the above-mentioned instructions stored in the internal memory 121, so as to enable the electronic device 101 to execute the method for displaying page elements provided in some embodiments of the present application, and various applications and data processing. The internal memory 121 may include a program storage area and a data storage area. Wherein, the storage program area can store an operating system; the storage program area may also store one or more applications (e.g., gallery, contacts, etc.), and the like. The storage data area may store data (such as photos, contacts, etc.) created during use of the electronic device 101, and the like. Further, the internal memory 121 may include a high-speed random access memory, and may also include a non-volatile memory, such as one or more magnetic disk storage components, flash memory components, Universal Flash Storage (UFS), and the like. In some embodiments, the processor 110 may cause the electronic device 101 to execute the method for displaying page elements provided in the embodiments of the present application, and other applications and data processing by executing instructions stored in the internal memory 121 and/or instructions stored in a memory provided in the processor 110. The electronic device 100 may implement audio functions through the audio module 170, the speaker 170A, the receiver 170B, the microphone 170C, the earphone interface 170D, and the application processor, etc. Such as music playing, recording, etc.
The sensor module 180 may include a pressure sensor 180A, a gyro sensor 180B, an air pressure sensor 180C, a magnetic sensor 180D, an acceleration sensor 180E, a distance sensor 180F, a proximity light sensor 180G, a fingerprint sensor 180H, a temperature sensor 180J, a touch sensor 180K, an ambient light sensor 180L, a bone conduction sensor 180M, and the like. Of course, the sensor module 180 may also be: infrared sensors and photosensors.
The pressure sensor 180A is used for sensing a pressure signal, and converting the pressure signal into an electrical signal. In some embodiments, the pressure sensor 180A may be disposed on the display screen 194. The pressure sensor 180A can be of a wide variety, such as a resistive pressure sensor, an inductive pressure sensor, a capacitive pressure sensor, and the like. The capacitive pressure sensor may be a sensor comprising at least two parallel plates having an electrically conductive material. When a force acts on the pressure sensor 180A, the capacitance between the electrodes changes. The electronic device 100 determines the strength of the pressure from the change in capacitance. When a touch operation is applied to the display screen 194, the electronic apparatus 100 detects the intensity of the touch operation according to the pressure sensor 180A. The electronic apparatus 100 may also calculate the touched position from the detection signal of the pressure sensor 180A. In some embodiments, the touch operations that are applied to the same touch position but different touch operation intensities may correspond to different operation instructions. For example: and when the touch operation with the touch operation intensity smaller than the first pressure threshold value acts on the short message application icon, executing an instruction for viewing the short message. And when the touch operation with the touch operation intensity larger than or equal to the first pressure threshold value acts on the short message application icon, executing an instruction of newly building the short message.
The gyro sensor 180B may be used to determine the motion attitude of the electronic device 100. In some embodiments, the angular velocity of electronic device 100 about three axes (i.e., X, Y and the Z axis) may be determined by gyroscope sensor 180B. The gyro sensor 180B may be used for photographing anti-shake. For example, when the shutter is pressed, the gyro sensor 180B detects a shake angle of the electronic device 100, calculates a distance to be compensated for by the lens module according to the shake angle, and allows the lens to counteract the shake of the electronic device 100 through a reverse movement, thereby achieving anti-shake. The gyroscope sensor 180B may also be used for navigation, somatosensory gaming scenes.
The acceleration sensor 180E may detect the magnitude of acceleration of the electronic device 100 in various directions (typically three axes). The magnitude and direction of gravity can be detected when the electronic device 100 is stationary. The method can also be used for recognizing the posture of the electronic equipment, and is applied to horizontal and vertical screen switching, pedometers and other applications.
The ambient light sensor 180L is used to sense the ambient light level. Electronic device 100 may adaptively adjust the brightness of display screen 194 based on the perceived ambient light level. The ambient light sensor 180L may also be used to automatically adjust the white balance when taking a picture. The ambient light sensor 180L may also cooperate with the proximity light sensor 180G to detect whether the electronic device 100 is in a pocket to prevent accidental touches.
The fingerprint sensor 180H is used to collect a fingerprint. The electronic device 100 can utilize the collected fingerprint characteristics to unlock the fingerprint, access the application lock, photograph the fingerprint, answer an incoming call with the fingerprint, and so on.
The temperature sensor 180J is used to detect temperature. In some embodiments, electronic device 100 implements a temperature processing strategy using the temperature detected by temperature sensor 180J. For example, when the temperature reported by the temperature sensor 180J exceeds a threshold, the electronic device 100 performs a reduction in performance of a processor located near the temperature sensor 180J, so as to reduce power consumption and implement thermal protection. In other embodiments, the electronic device 100 heats the battery 142 when the temperature is below another threshold to avoid the low temperature causing the electronic device 100 to shut down abnormally. In other embodiments, when the temperature is lower than a further threshold, the electronic device 100 performs boosting on the output voltage of the battery 142 to avoid abnormal shutdown due to low temperature.
The touch sensor 180K is also referred to as a "touch panel". The touch sensor 180K may be disposed on the display screen 194, and the touch sensor 180K and the display screen 194 form a touch screen, which is also called a "touch screen". The touch sensor 180K is used to detect a touch operation applied thereto or nearby. The touch sensor can communicate the detected touch operation to the application processor to determine the touch event type. Visual output associated with the touch operation may be provided through the display screen 194. In other embodiments, the touch sensor 180K may be disposed on a surface of the electronic device 100, different from the position of the display screen 194.
Referring to fig. 2, fig. 2 provides a database redundancy information processing method, which is executed by the electronic device shown in fig. 1, and the method shown in fig. 2 includes the following steps:
s200, classifying and identifying all information in the database by the electronic equipment to determine corresponding categories, and performing similar storage on the information of the same categories;
the classification identification may be determined by a classifier, which may be, for example, a neural network classifier, but may also be a support vector machine or the like. Of course, in an alternative scheme, simple classification may be performed directly according to the format of the information, such as doc-class, dwg-class, pdf-class, etc., although other class classification approaches may also be used.
Step S201, the electronic equipment determines information to be redundant from a database, performs characteristic identification on the information to be redundant to extract characteristic group information of the information to be redundant, and extracts first digital characteristic information containing numbers from the characteristic group information;
the feature group information for extracting the information to be redundant through the feature identification in step S201 may adopt a general feature extraction manner. The numbers may include arabic numbers, chinese numbers, or english numbers.
The determination mode of the information to be redundant can be selected by a user, or the electronic equipment can randomly extract one piece of information from undetermined information to determine the information to be redundant as redundant information. In practical applications, the redundant information may be determined in other manners, and the present application does not limit the specific manner of the redundant information.
Step S202, the electronic device compares a plurality of pieces of digital characteristic information of a plurality of pieces of conventional information (namely, non-redundant information) of the same type as the information to be redundant, if the comparison determines that the first digital characteristic information is consistent with the plurality of pieces of digital characteristic information or the first digital characteristic information has regularity with the plurality of pieces of digital characteristic information, the electronic device determines that the information to be redundant belongs to the conventional information, and the information to be redundant is retained.
The technical scheme provided by the application classifies all information, then determines the information to be redundant to perform characteristic identification to determine characteristic group information, then extracts digital characteristic information, compares the digital characteristic information to realize whether the information to be redundant is strongly associated with conventional information or not, and then changes the attribute of the information to be redundant.
In an optional scheme, the determining that the first digital characteristic information and the plurality of digital characteristic information have regularity by the comparison may specifically include: if the first digital characteristic information is inserted into the plurality of digital characteristic information to obtain a digital group, and if the digital group is in ascending order, descending order or sequential order, the regularity of the first digital characteristic information and the plurality of digital characteristic information is determined.
For the consistent scheme, it is not described in detail here, but a practical example is described, if the information to be redundant is the application number: 205010001000, the feature group information obtained after feature extraction may include: 205010001000, second, review notice; then the number information is determined to be 205010001000, and the second time, if the plurality of first review comment notices and third review comment notices with regular information 205010001000, the obtained plurality of digital feature information may include: 205010001000, first time; 205010001000, comparing for the third time, determining that the information has a constant numerical characteristic information 205010001000, then inserting the second time between the first time and the third time to obtain a numerical group, namely the first time, the second time and the third time, which are arranged in sequence, and determining that the information to be redundant is conventional information. According to the artificial judgment, the information to be redundant should not be deleted and needs to be reserved.
The method may further include, before the electronic device determines that the information to be redundant belongs to the regular information:
if the number of the consistent first digital characteristic information or the regular first digital characteristic information is smaller than the number threshold, extracting first text information before the first digital characteristic information, extracting a plurality of text information before the plurality of digital characteristic information, if the first text information is the same as the plurality of text information, determining that the information to be redundant belongs to the conventional information, and if the first text information is different from the plurality of text information, determining that the information to be redundant does not belong to the conventional information.
In this case, the file information names have a certain regularity, the numbers are regular, if the number of the numbers is small, for example, 1 or 2 numbers, the probability of regularity is high, and in order to avoid keeping irrelevant file information, the text information before the digital feature information is compared to determine whether to keep the text information.
For example, the work plan V1 (information to be redundant), the life plan V2, and the numerical feature information V1 and V2 have regularity, but the preceding text features are not consistent, and therefore, the information to be redundant is determined to be unconventional information.
Embodiments of the present application also provide a computer storage medium, wherein the computer storage medium stores a computer program for electronic data exchange, and the computer program enables a computer to execute part or all of the steps of any one of the database redundant information processing methods as described in the above method embodiments.
Embodiments of the present application also provide a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to cause a computer to execute some or all of the steps of any one of the database redundancy information processing methods described in the above method embodiments.
It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present application is not limited by the order of acts described, as some steps may occur in other orders or concurrently depending on the application. Further, those skilled in the art should also appreciate that the embodiments described in the specification are exemplary embodiments and that the acts and modules referred to are not necessarily required in this application.
In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus may be implemented in other manners. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one type of division of logical functions, and there may be other divisions when actually implementing, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of some interfaces, devices or units, and may be an electric or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit may be implemented in the form of hardware, or may be implemented in the form of a software program module.
The integrated units, if implemented in the form of software program modules and sold or used as stand-alone products, may be stored in a computer readable memory. Based on such understanding, the technical solution of the present application may be substantially implemented or a part of or all or part of the technical solution contributing to the prior art may be embodied in the form of a software product stored in a memory, and including several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned memory comprises: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer-readable memory, which may include: flash Memory disks, Read-Only memories (ROMs), Random Access Memories (RAMs), magnetic or optical disks, and the like.
The foregoing detailed description of the embodiments of the present application has been presented to illustrate the principles and implementations of the present application, and the above description of the embodiments is only provided to help understand the method and the core concept of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.

Claims (4)

1. A database redundant information processing method is applied to electronic equipment and comprises the following steps:
the electronic equipment classifies and identifies all information in the database to determine corresponding categories, and performs similar storage on the information of the same category;
the electronic equipment determines information to be redundant from a database, performs characteristic identification on the information to be redundant to extract characteristic group information of the information to be redundant, and extracts first digital characteristic information containing numbers from the characteristic group information;
the electronic equipment compares a plurality of pieces of digital characteristic information of a plurality of pieces of conventional information which are similar to the information to be redundant, if the comparison determines that the first digital characteristic information is consistent with the plurality of pieces of digital characteristic information or the first digital characteristic information has regularity with the plurality of pieces of digital characteristic information, the electronic equipment determines that the information to be redundant belongs to the conventional information, and the information to be redundant is reserved.
2. The method according to claim 1, wherein the comparing determines that the first digital characteristic information and the plurality of digital characteristic information have regularity specifically comprises:
if the first digital characteristic information is inserted into the plurality of digital characteristic information to obtain a digital group, and if the digital group is in ascending order, descending order or sequential order, the regularity of the first digital characteristic information and the plurality of digital characteristic information is determined.
3. The method of claim 1, further comprising, before the electronic device determines that the information to be redundant belongs to regular information:
if the number of the consistent first digital characteristic information or the regular first digital characteristic information is smaller than the number threshold, extracting first text information before the first digital characteristic information, extracting a plurality of text information before the plurality of digital characteristic information, if the first text information is the same as the plurality of text information, determining that the information to be redundant belongs to the conventional information, and if the first text information is different from the plurality of text information, determining that the information to be redundant does not belong to the conventional information.
4. A computer-readable storage medium, characterized in that it stores a computer program for electronic data exchange, wherein the computer program causes a computer to perform the method according to any one of claims 1-3.
CN202011032626.2A 2020-09-27 2020-09-27 Database redundant information processing method Pending CN112199361A (en)

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